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@proceedings{DBLP:conf/inns/2019, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, publisher = {Springer}, year = {2020}, url = {https://link.springer.com/book/10.1007/978-3-030-16841-4}, doi = {10.1007/978-3-030-16841-4}, isbn = {978-3-030-16840-7}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/2019.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/inns/2019t, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Recent Trends in Learning From Data - Tutorials from the {INNS} Big Data and Deep Learning Conference {(INNSBDDL} 2019)}, series = {Studies in Computational Intelligence}, volume = {896}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-43883-8}, doi = {10.1007/978-3-030-43883-8}, isbn = {978-3-030-43882-1}, timestamp = {Thu, 31 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/2019t.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/BacciuB19, author = {Davide Bacciu and Antonio Bruno}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Deep Tree Transductions - {A} Short Survey}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {236--245}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_25}, doi = {10.1007/978-3-030-16841-4\_25}, timestamp = {Tue, 21 Mar 2023 21:03:10 +0100}, biburl = {https://dblp.org/rec/conf/inns/BacciuB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/BacciuM19, author = {Davide Bacciu and Alessio Micheli}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Deep Learning for Graphs}, booktitle = {Recent Trends in Learning From Data - Tutorials from the {INNS} Big Data and Deep Learning Conference {(INNSBDDL} 2019)}, series = {Studies in Computational Intelligence}, volume = {896}, pages = {99--127}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-43883-8\_5}, doi = {10.1007/978-3-030-43883-8\_5}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/BacciuM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/CampeseLSSA19, author = {Stefano Campese and Ivano Lauriola and Cristina Scarpazza and Giuseppe Sartori and Fabio Aiolli}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Psychiatric Disorders Classification with 3D Convolutional Neural Networks}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {48--57}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_6}, doi = {10.1007/978-3-030-16841-4\_6}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/CampeseLSSA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/CettoBXM19, author = {Tomaso Cetto and Jonathan Byrne and Xiaofan Xu and David Moloney}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Size/Accuracy Trade-Off in Convolutional Neural Networks: An Evolutionary Approach}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {17--26}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_3}, doi = {10.1007/978-3-030-16841-4\_3}, timestamp = {Wed, 08 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/CettoBXM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/ChadhaMS19, author = {Gavneet Singh Chadha and Elnaz Meydani and Andreas Schwung}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Regularizing Neural Networks with Gradient Monitoring}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {196--205}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_21}, doi = {10.1007/978-3-030-16841-4\_21}, timestamp = {Wed, 08 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/ChadhaMS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/CheungCL19, author = {Siu Cheung and Ziqi Chen and Yanli Li}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Comparing the Estimations of Value-at-Risk Using Artificial Network and Other Methods for Business Sectors}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {267--275}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_28}, doi = {10.1007/978-3-030-16841-4\_28}, timestamp = {Wed, 08 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/CheungCL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/CipolliniMOTVA19, author = {Francesca Cipollini and Fabiana Miglianti and Luca Oneto and Giorgio Tani and Michele Viviani and Davide Anguita}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Cavitation Noise Spectra Prediction with Hybrid Models}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {152--157}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_16}, doi = {10.1007/978-3-030-16841-4\_16}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/CipolliniMOTVA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/CooperA19, author = {Jessica Cooper and Ognjen Arandjelovic}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Understanding Ancient Coin Images}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {330--340}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_34}, doi = {10.1007/978-3-030-16841-4\_34}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/CooperA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/CrescimannaG19, author = {Vincenzo Crescimanna and Bruce Graham}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {An Information Theoretic Approach to the Autoencoder}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {99--108}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_10}, doi = {10.1007/978-3-030-16841-4\_10}, timestamp = {Wed, 08 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/CrescimannaG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/FerraginaV19, author = {Paolo Ferragina and Giorgio Vinciguerra}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Learned Data Structures}, booktitle = {Recent Trends in Learning From Data - Tutorials from the {INNS} Big Data and Deep Learning Conference {(INNSBDDL} 2019)}, series = {Studies in Computational Intelligence}, volume = {896}, pages = {5--41}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-43883-8\_2}, doi = {10.1007/978-3-030-43883-8\_2}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/FerraginaV19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/FranchiniGV19, author = {Giorgia Franchini and Mathilde Galinier and Micaela Verucchi}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Mise en abyme with Artificial Intelligence: How to Predict the Accuracy of NN, Applied to Hyper-parameter Tuning}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {286--295}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_30}, doi = {10.1007/978-3-030-16841-4\_30}, timestamp = {Wed, 08 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/FranchiniGV19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/FurushoI19, author = {Yasutaka Furusho and Kazushi Ikeda}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Effects of Skip-Connection in ResNet and Batch-Normalization on Fisher Information Matrix}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {341--348}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_35}, doi = {10.1007/978-3-030-16841-4\_35}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/FurushoI19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/FurushoLI19, author = {Yasutaka Furusho and Tongliang Liu and Kazushi Ikeda}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Skipping Two Layers in ResNet Makes the Generalization Gap Smaller than Skipping One or No Layer}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {349--358}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_36}, doi = {10.1007/978-3-030-16841-4\_36}, timestamp = {Thu, 19 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/FurushoLI19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/GallicchioMP19, author = {Claudio Gallicchio and Alessio Micheli and Luca Pedrelli}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Fast Spectral Radius Initialization for Recurrent Neural Networks}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {380--390}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_39}, doi = {10.1007/978-3-030-16841-4\_39}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/GallicchioMP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/GallicchioS19, author = {Claudio Gallicchio and Simone Scardapane}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Deep Randomized Neural Networks}, booktitle = {Recent Trends in Learning From Data - Tutorials from the {INNS} Big Data and Deep Learning Conference {(INNSBDDL} 2019)}, series = {Studies in Computational Intelligence}, volume = {896}, pages = {43--68}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-43883-8\_3}, doi = {10.1007/978-3-030-43883-8\_3}, timestamp = {Thu, 31 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/GallicchioS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/GeorgakopoulosT19, author = {Spiros V. Georgakopoulos and Sotiris K. Tasoulis and Aristidis G. Vrahatis and Vassilis P. Plagianakos}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Convolutional Neural Networks for Twitter Text Toxicity Analysis}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {370--379}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_38}, doi = {10.1007/978-3-030-16841-4\_38}, timestamp = {Wed, 08 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/GeorgakopoulosT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/GneccoN19, author = {Giorgio Gnecco and Federico Nutarelli}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {On the Trade-Off Between Number of Examples and Precision of Supervision in Regression}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {1--6}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_1}, doi = {10.1007/978-3-030-16841-4\_1}, timestamp = {Wed, 08 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/GneccoN19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/GreenTG19, author = {Stephen Green and Ivan Tyukin and Alexander N. Gorban}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Using Convolutional Neural Networks to Distinguish Different Sign Language Alphanumerics}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {276--285}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_29}, doi = {10.1007/978-3-030-16841-4\_29}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/GreenTG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/GuA19, author = {Xiaowei Gu and Plamen P. Angelov}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {A Semi-supervised Deep Rule-Based Approach for Remote Sensing Scene Classification}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {257--266}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_27}, doi = {10.1007/978-3-030-16841-4\_27}, timestamp = {Thu, 19 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/GuA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/GuoZHF19, author = {Ping Guo and Dongbin Zhao and Min Han and Shoubo Feng}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Pseudoinverse Learners: New Trend and Applications to Big Data}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {158--168}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_17}, doi = {10.1007/978-3-030-16841-4\_17}, timestamp = {Tue, 06 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/GuoZHF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/HajewskiO19, author = {Jeffrey Hajewski and Suely Oliveira}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Distributed SmSVM Ensemble Learning}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {7--16}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_2}, doi = {10.1007/978-3-030-16841-4\_2}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/HajewskiO19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/HuangB19, author = {Zhishen Huang and Stephen Becker}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Perturbed Proximal Descent to Escape Saddle Points for Non-convex and Non-smooth Objective Functions}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {58--77}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_7}, doi = {10.1007/978-3-030-16841-4\_7}, timestamp = {Mon, 16 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/HuangB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/KisilCDM19, author = {Ilya Kisil and Giuseppe Giovanni Calvi and Bruno Scalzo Dees and Danilo P. Mandic}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Tensor Decompositions and Practical Applications: {A} Hands-on Tutorial}, booktitle = {Recent Trends in Learning From Data - Tutorials from the {INNS} Big Data and Deep Learning Conference {(INNSBDDL} 2019)}, series = {Studies in Computational Intelligence}, volume = {896}, pages = {69--97}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-43883-8\_4}, doi = {10.1007/978-3-030-43883-8\_4}, timestamp = {Thu, 31 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/KisilCDM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/Kurkova19, author = {Vera Kurkov{\'{a}}}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Limitations of Shallow Networks}, booktitle = {Recent Trends in Learning From Data - Tutorials from the {INNS} Big Data and Deep Learning Conference {(INNSBDDL} 2019)}, series = {Studies in Computational Intelligence}, volume = {896}, pages = {129--154}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-43883-8\_6}, doi = {10.1007/978-3-030-43883-8\_6}, timestamp = {Thu, 31 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/Kurkova19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/KurkovaS19, author = {Vera Kurkov{\'{a}} and Marcello Sanguineti}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Probabilistic Bounds for Binary Classification of Large Data Sets}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {309--319}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_32}, doi = {10.1007/978-3-030-16841-4\_32}, timestamp = {Wed, 08 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/KurkovaS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/LauriolaPFA19, author = {Ivano Lauriola and Mirko Polato and Guglielmo Faggioli and Fabio Aiolli}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {A Preference-Learning Framework for Modeling Relational Data}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {359--369}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_37}, doi = {10.1007/978-3-030-16841-4\_37}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/LauriolaPFA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/LebichotBHOB19, author = {Bertrand Lebichot and Yann{-}A{\"{e}}l Le Borgne and Liyun He{-}Guelton and Fr{\'{e}}d{\'{e}}ric Obl{\'{e}} and Gianluca Bontempi}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Deep-Learning Domain Adaptation Techniques for Credit Cards Fraud Detection}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {78--88}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_8}, doi = {10.1007/978-3-030-16841-4\_8}, timestamp = {Thu, 19 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/LebichotBHOB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/MerelloROC19, author = {Simone Merello and Andrea Picasso Ratto and Luca Oneto and Erik Cambria}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Predicting Future Market Trends: Which Is the Optimal Window?}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {180--185}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_19}, doi = {10.1007/978-3-030-16841-4\_19}, timestamp = {Wed, 08 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/MerelloROC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/MohamadBM19, author = {Saad Mohamad and Abdelhamid Bouchachia and Moamar {Sayed Mouchaweh}}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Asynchronous Stochastic Variational Inference}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {296--308}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_31}, doi = {10.1007/978-3-030-16841-4\_31}, timestamp = {Wed, 08 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/MohamadBM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/OnetoBLCPA19, author = {Luca Oneto and Irene Buselli and Alessandro Lulli and Renzo Canepa and Simone Petralli and Davide Anguita}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Train Overtaking Prediction in Railway Networks: {A} Big Data Perspective}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {142--151}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_15}, doi = {10.1007/978-3-030-16841-4\_15}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/OnetoBLCPA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/OnetoBSCPA19, author = {Luca Oneto and Irene Buselli and Paolo Sanetti and Renzo Canepa and Simone Petralli and Davide Anguita}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Restoration Time Prediction in Large Scale Railway Networks: Big Data and Interpretability}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {136--141}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_14}, doi = {10.1007/978-3-030-16841-4\_14}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/OnetoBSCPA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/OnetoC19, author = {Luca Oneto and Silvia Chiappa}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Fairness in Machine Learning}, booktitle = {Recent Trends in Learning From Data - Tutorials from the {INNS} Big Data and Deep Learning Conference {(INNSBDDL} 2019)}, series = {Studies in Computational Intelligence}, volume = {896}, pages = {155--196}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-43883-8\_7}, doi = {10.1007/978-3-030-43883-8\_7}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/OnetoC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/OnetoNSA19, author = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Introduction}, booktitle = {Recent Trends in Learning From Data - Tutorials from the {INNS} Big Data and Deep Learning Conference {(INNSBDDL} 2019)}, series = {Studies in Computational Intelligence}, volume = {896}, pages = {1--4}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-43883-8\_1}, doi = {10.1007/978-3-030-43883-8\_1}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/OnetoNSA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/ParisiL19, author = {German Ignacio Parisi and Vincenzo Lomonaco}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Online Continual Learning on Sequences}, booktitle = {Recent Trends in Learning From Data - Tutorials from the {INNS} Big Data and Deep Learning Conference {(INNSBDDL} 2019)}, series = {Studies in Computational Intelligence}, volume = {896}, pages = {197--221}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-43883-8\_8}, doi = {10.1007/978-3-030-43883-8\_8}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/ParisiL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/PintoPC19, author = {Viviana Pinto and Alan Perotti and Tania Cerquitelli}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Modeling Urban Traffic Data Through Graph-Based Neural Networks}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {216--225}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_23}, doi = {10.1007/978-3-030-16841-4\_23}, timestamp = {Wed, 08 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/PintoPC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/PontaPOM19, author = {Linda Ponta and Gloria Puliga and Luca Oneto and Raffaella Manzini}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Innovation Capability of Firms: {A} Big Data Approach with Patents}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {169--179}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_18}, doi = {10.1007/978-3-030-16841-4\_18}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/PontaPOM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/PopovM19, author = {Anton Popov and Alexander Makarenko}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Presumable Applications of Deep Learning for Cellular Automata Identification}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {126--135}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_13}, doi = {10.1007/978-3-030-16841-4\_13}, timestamp = {Wed, 08 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/PopovM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/RagusaGZ19, author = {Edoardo Ragusa and Paolo Gastaldo and Rodolfo Zunino}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Fast Transfer Learning for Image Polarity Detection}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {27--37}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_4}, doi = {10.1007/978-3-030-16841-4\_4}, timestamp = {Wed, 08 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/RagusaGZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/RehlaenderSCS19, author = {Philipp Rehlaender and Maik Schroeer and Gavneet Singh Chadha and Andreas Schwung}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Traffic Sign Detection Using {R-CNN}}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {226--235}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_24}, doi = {10.1007/978-3-030-16841-4\_24}, timestamp = {Thu, 09 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/RehlaenderSCS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/ScardapaneNFM19, author = {Simone Scardapane and Elena Nieddu and Donatella Firmani and Paolo Merialdo}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Multikernel Activation Functions: Formulation and a Case Study}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {320--329}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_33}, doi = {10.1007/978-3-030-16841-4\_33}, timestamp = {Thu, 19 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/ScardapaneNFM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/SchlegelJBCCCPO19, author = {Udo Schlegel and Wolfgang Jentner and Juri Buchm{\"{u}}ller and Eren Cakmak and Giuliano Castiglia and Renzo Canepa and Simone Petralli and Luca Oneto and Daniel A. Keim and Davide Anguita}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Visual Analytics for Supporting Conflict Resolution in Large Railway Networks}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {206--215}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_22}, doi = {10.1007/978-3-030-16841-4\_22}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/SchlegelJBCCCPO19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/SortebergGCB19, author = {Wilhelm E. Sorteberg and Stef Garasto and Chris D. Cantwell and Anil A. Bharath}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Approximating the Solution of Surface Wave Propagation Using Deep Neural Networks}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {246--256}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_26}, doi = {10.1007/978-3-030-16841-4\_26}, timestamp = {Thu, 19 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/SortebergGCB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/SousaVS19, author = {Iam Palatnik de Sousa and Marley Maria Bernardes Rebuzzi Vellasco and Eduardo Costa da Silva}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Deep Regression Counting: Customized Datasets and Inter-Architecture Transfer Learning}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {109--119}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_11}, doi = {10.1007/978-3-030-16841-4\_11}, timestamp = {Thu, 19 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/SousaVS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/SpigolonOAFSCA19, author = {Roberto Spigolon and Luca Oneto and Dimitar Anastasovski and Nadia Fabrizio and Marie Swiatek and Renzo Canepa and Davide Anguita}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Improving Railway Maintenance Actions with Big Data and Distributed Ledger Technologies}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {120--125}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_12}, doi = {10.1007/978-3-030-16841-4\_12}, timestamp = {Wed, 08 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/SpigolonOAFSCA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/WattP19, author = {Nathan Watt and Mathys C. du Plessis}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Dropout for Recurrent Neural Networks}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {38--47}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_5}, doi = {10.1007/978-3-030-16841-4\_5}, timestamp = {Wed, 08 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/WattP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/YoonQCHAT19, author = {Hong{-}Jun Yoon and John X. Qiu and James Blair Christian and Jacob D. Hinkle and Folami Alamudun and Georgia D. Tourassi}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {Selective Information Extraction Strategies for Cancer Pathology Reports with Convolutional Neural Networks}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {89--98}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_9}, doi = {10.1007/978-3-030-16841-4\_9}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/YoonQCHAT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/ZangarMCJ19, author = {Imene Zangar and Zied Mnasri and Vincent Colotte and Denis Jouvet}, editor = {Luca Oneto and Nicol{\`{o}} Navarin and Alessandro Sperduti and Davide Anguita}, title = {{\textbackslash}(F{\_}\{0\}{\textbackslash}) Modeling Using {DNN} for Arabic Parametric Speech Synthesis}, booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the {INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held at Sestri Levante, Genova, Italy 16-18 April 2019}, pages = {186--195}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-16841-4\_20}, doi = {10.1007/978-3-030-16841-4\_20}, timestamp = {Wed, 08 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/ZangarMCJ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/0001IS18, author = {Robert Kozma and Roman Ilin and Hava T. Siegelmann}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Evolution of Abstraction Across Layers in Deep Learning Neural Networks}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {203--213}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.520}, doi = {10.1016/J.PROCS.2018.10.520}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/0001IS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/Adzkiya18, author = {Dieky Adzkiya}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Preface: 3\({}^{\mbox{rd}}\) {INNS} Conference on Big Data and Deep Learning 2018}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {1}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.498}, doi = {10.1016/J.PROCS.2018.10.498}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/Adzkiya18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/AgustinAN18, author = {Diah Agustin and Erna Apriliani and Hendro Nurhadi}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Preliminary study on estimation of 12.7 x 99 mm caliber projectile motion using Ensemble Kalman Filter method}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {163--173}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.516}, doi = {10.1016/J.PROCS.2018.10.516}, timestamp = {Tue, 22 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/AgustinAN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/AnhPSS18, author = {Nguyen Anh and Mukesh Prasad and Narasimalu Srikanth and Suresh Sundaram}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Wind Speed Intervals Prediction using Meta-cognitive Approach}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {23--32}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.501}, doi = {10.1016/J.PROCS.2018.10.501}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/AnhPSS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/AnhPSS18a, author = {Nguyen Anh and Mukesh Prasad and Narasimalu Srikanth and Suresh Sundaram}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Wave Forecasting using Meta-cognitive Interval Type-2 Fuzzy Inference System}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {33--41}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.502}, doi = {10.1016/J.PROCS.2018.10.502}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/AnhPSS18a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/ApriliaAN18, author = {Riska Aprilia and Erna Apriliani and Hendro Nurhadi}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Preliminary study on estimation of 12.7{\texttimes}99 mm caliber projectile motion using Extended Kalman Filter method}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {153--162}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.515}, doi = {10.1016/J.PROCS.2018.10.515}, timestamp = {Tue, 22 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/ApriliaAN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/ArinaldiPG18, author = {Ahmad Arinaldi and Jaka Arya Pradana and Arlan Arventa Gurusinga}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Detection and classification of vehicles for traffic video analytics}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {259--268}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.527}, doi = {10.1016/J.PROCS.2018.10.527}, timestamp = {Tue, 22 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/ArinaldiPG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/AttamimiNP18, author = {Muhammad Attamimi and Takayuki Nagai and Djoko Purwanto}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Object detection based on particle filter and integration of multiple features}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {214--218}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.521}, doi = {10.1016/J.PROCS.2018.10.521}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/AttamimiNP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/BeckABLN18, author = {Ga{\"{e}}l Beck and Hanane Azzag and St{\'{e}}phanie Bougeard and Mustapha Lebbah and Nd{\`{e}}ye Niang}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {A New Micro-Batch Approach for Partial Least Square Clusterwise Regression}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {239--250}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.525}, doi = {10.1016/J.PROCS.2018.10.525}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/BeckABLN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/BenlamineGBRHA18, author = {Kaoutar Benlamine and Nistor Grozavu and Youn{\`{e}}s Bennani and Nicoleta Rogovschi and Kamel Haddadou and Ahmed Amamou}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Domain Name Recommendation based on Neural Network}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {60--70}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.505}, doi = {10.1016/J.PROCS.2018.10.505}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/BenlamineGBRHA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/CipolliniOCSA18, author = {Francesca Cipollini and Luca Oneto and Andrea Coraddu and Stefano Savio and Davide Anguita}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Unintrusive Monitoring of Induction Motors Bearings via Deep Learning on Stator Currents}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {42--51}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.503}, doi = {10.1016/J.PROCS.2018.10.503}, timestamp = {Mon, 24 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/CipolliniOCSA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/Davis018, author = {Jeffery Jonathan Joshua Davis and Robert Kozma}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Visualization of Human Cognitive States Monitored by High-density {EEG} Arrays}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {219--231}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.522}, doi = {10.1016/J.PROCS.2018.10.522}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/Davis018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/DewaA18, author = {Chandra Kusuma Dewa and Afiahayati}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Suitable {CNN} Weight Initialization and Activation Function for Javanese Vowels Classification}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {124--132}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.512}, doi = {10.1016/J.PROCS.2018.10.512}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/DewaA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/FalihGKB18, author = {Issam Falih and Nistor Grozavu and Rushed Kanawati and Youn{\`{e}}s Bennani}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Topological multi-view clustering for collaborative filtering}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {306--312}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.524}, doi = {10.1016/J.PROCS.2018.10.524}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/FalihGKB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/HashimotoOBNS18, author = {Naoki Hashimoto and Seiichi Ozawa and Tao Ban and Junji Nakazato and Jumpei Shimamura}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {A Darknet Traffic Analysis for IoT Malwares Using Association Rule Learning}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {118--123}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.511}, doi = {10.1016/J.PROCS.2018.10.511}, timestamp = {Wed, 27 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/HashimotoOBNS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/KrishnanJS18, author = {Raghavan Krishnan and Sarangapani Jagannathan and V. A. Samaranayake}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Direct Error Driven Learning for Deep Neural Networks with Applications to Bigdata}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {89--95}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.508}, doi = {10.1016/J.PROCS.2018.10.508}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/KrishnanJS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/KrishnanSJ18, author = {Raghavan Krishnan and V. A. Samaranayake and Sarangapani Jagannathan}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {A Multi-step Nonlinear Dimension-reduction Approach with Applications to Bigdata}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {81--88}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.507}, doi = {10.1016/J.PROCS.2018.10.507}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/KrishnanSJ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/KurniawanSDA18, author = {Jason Kurniawan and Sensa G. S. Syahra and Chandra Kusuma Dewa and Afiahayati}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Traffic Congestion Detection: Learning from {CCTV} Monitoring Images using Convolutional Neural Network}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {291--297}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.530}, doi = {10.1016/J.PROCS.2018.10.530}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/KurniawanSDA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/KusumawardaniPA18, author = {Renny Pradina Kusumawardani and Stezar Priansya and Faizal Johan Atletiko}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Context-sensitive normalization of social media text in bahasa Indonesia based on neural word embeddings}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {105--117}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.510}, doi = {10.1016/J.PROCS.2018.10.510}, timestamp = {Tue, 22 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/KusumawardaniPA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/KuswantoNO18, author = {Heri Kuswanto and Renny Yunia Nurhidayah and Hayato Ohwada}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Comparison of Feature Selection Methods to Classify Inhibitors in {DUD-E} Database}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {194--202}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.519}, doi = {10.1016/J.PROCS.2018.10.519}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/KuswantoNO18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/LAN18, author = {Luh Ayu B. L and Erna Apriliani and Hendro Nurhadi}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Preliminary study on estimation of 12.7 x 99 mm caliber projectile using Unscented Kalman Filter method}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {184--193}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.518}, doi = {10.1016/J.PROCS.2018.10.518}, timestamp = {Tue, 22 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/LAN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/LecoeucheAG18, author = {Denis Lecoeuche and Alex Aussem and Maxime Gasse}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {On the use of binary stochastic autoencoders for multi-label classification under the zero-one loss}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {71--80}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.506}, doi = {10.1016/J.PROCS.2018.10.506}, timestamp = {Tue, 22 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/LecoeucheAG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/NuhaA18, author = {Fajar Ulin Nuha and Afiahayati}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Training dataset reduction on generative adversarial network}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {133--139}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.513}, doi = {10.1016/J.PROCS.2018.10.513}, timestamp = {Tue, 22 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/NuhaA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/PFP18, author = {Rudy Cahyadi Hario Pribadi and Junaidillah Fadlil and Hsing{-}Kuo Pao}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Group Behavior Recognition Based on Dictionary and Hierarchical Learning}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {52--59}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.504}, doi = {10.1016/J.PROCS.2018.10.504}, timestamp = {Mon, 14 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/PFP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/PrasadCGPSL18, author = {Mukesh Prasad and Liang{-}Cheng Chang and Deepak Gupta and Mahardhika Pratama and Suresh Sundaram and Chin{-}Teng Lin}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Online video streaming for human tracking based on weighted resampling particle filter}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {2--12}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.499}, doi = {10.1016/J.PROCS.2018.10.499}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/PrasadCGPSL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/PrasadZMPSL18, author = {Mukesh Prasad and Ding{-}Rong Zheng and Domingo Mery and Deepak Puthal and Suresh Sundaram and Chin{-}Teng Lin}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {A fast and self-adaptive on-line learning detection system}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {13--22}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.500}, doi = {10.1016/J.PROCS.2018.10.500}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/PrasadZMPSL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/PratamaPR18, author = {Risky Frasetio Wahyu Pratama and Santi Wulan Purnami and Santi Puteri Rahayu}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Boosting Support Vector Machines for Imbalanced Microarray Data}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {174--183}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.517}, doi = {10.1016/J.PROCS.2018.10.517}, timestamp = {Tue, 22 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/PratamaPR18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/QadadehA18, author = {Wafa Qadadeh and Sherief Abdallah}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Customers Segmentation in the Insurance Company {(TIC)} Dataset}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {277--290}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.529}, doi = {10.1016/J.PROCS.2018.10.529}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/QadadehA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/SuhartonoSP18, author = {Suhartono and Novri Suhermi and Dedy Dwi Prastyo}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Design of Experiment to Optimize the Architecture of Deep Learning for Nonlinear Time Series Forecasting}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {269--276}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.528}, doi = {10.1016/J.PROCS.2018.10.528}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/SuhartonoSP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/SuhermiSPA18, author = {Novri Suhermi and Suhartono and Dedy Dwi Prastyo and Baharuddin Ali}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Roll motion prediction using a hybrid deep learning and {ARIMA} model}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {251--258}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.526}, doi = {10.1016/J.PROCS.2018.10.526}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/SuhermiSPA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/TakanoO18, author = {Jo Takano and Toshiaki Omori}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Harmonic mean similarity based quantum annealing for \emph{k}-means}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {298--305}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.531}, doi = {10.1016/J.PROCS.2018.10.531}, timestamp = {Wed, 27 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/TakanoO18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/UdayakumarSYN18, author = {Sajeev Udayakumar and Damith Chamalke Senadeera and Selvaraj Yamunarani and Jin{-}Cheon Na}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Demographics Analysis of Twitter Users who Tweeted on Psychological Articles and Tweets Analysis}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {96--104}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.509}, doi = {10.1016/J.PROCS.2018.10.509}, timestamp = {Mon, 24 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/UdayakumarSYN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/YongLGANS18, author = {Yoke Leng Yong and Yunli Lee and Xiaowei Gu and Plamen P. Angelov and David Chek Ling Ngo and Elnaz Shafipour}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Foreign currency exchange rate prediction using neuro-fuzzy systems}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {232--238}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.523}, doi = {10.1016/J.PROCS.2018.10.523}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/YongLGANS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/ZainPLFCP18, author = {Choiru Za'in and Mahardhika Pratama and Edwin Lughofer and Md Meftahul Ferdaus and Qing Cai and Mukesh Prasad}, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {Big Data Analytics based on {PANFIS} MapReduce}, booktitle = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, pages = {140--152}, publisher = {Elsevier}, year = {2018}, url = {https://doi.org/10.1016/j.procs.2018.10.514}, doi = {10.1016/J.PROCS.2018.10.514}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/ZainPLFCP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/inns/2018, editor = {Seiichi Ozawa and Ah{-}Hwee Tan and Plamen P. Angelov and Asim Roy and Mahardhika Pratama}, title = {{INNS} Conference on Big Data and Deep Learning 2018, Sanur, Bali, Indonesia, 17-19 April 2018}, series = {Procedia Computer Science}, volume = {144}, publisher = {Elsevier}, year = {2018}, url = {https://www.sciencedirect.com/journal/procedia-computer-science/vol/144/suppl/C}, timestamp = {Tue, 22 Jan 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/2018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/inns/2016, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-47898-2}, doi = {10.1007/978-3-319-47898-2}, isbn = {978-3-319-47897-5}, timestamp = {Mon, 14 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/2016.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/Al-DreesHAH16, author = {Asma Al{-}Drees and Reem Bin Hezam and Ruba Al{-}Muwayshir and Wafa' Haddoush}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Unified Retrieval Model of Big Data}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {323--332}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_33}, doi = {10.1007/978-3-319-47898-2\_33}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/Al-DreesHAH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/AlippiBC16, author = {Cesare Alippi and Giacomo Boracchi and Diego Carrera}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {{CCM:} Controlling the Change Magnitude in High Dimensional Data}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {216--225}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_23}, doi = {10.1007/978-3-319-47898-2\_23}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/AlippiBC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/AlippiNR16, author = {Cesare Alippi and Stavros Ntalampiras and Manuel Roveri}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Designing HMMs in the Age of Big Data}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {120--130}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_13}, doi = {10.1007/978-3-319-47898-2\_13}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/AlippiNR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/BakratsasBKT16, author = {Marios Bakratsas and Pavlos Basaras and Dimitrios Katsaros and Leandros Tassiulas}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Hadoop MapReduce Performance on SSDs: The Case of Complex Network Analysis Tasks}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {111--119}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_12}, doi = {10.1007/978-3-319-47898-2\_12}, timestamp = {Sun, 17 Dec 2017 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/BakratsasBKT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/ChenDLS16, author = {Jingliang Chen and Dmytro Dosyn and Vasyl Lytvyn and Anatoliy Sachenko}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Smart Data Integration by Goal Driven Ontology Learning}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {283--292}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_29}, doi = {10.1007/978-3-319-47898-2\_29}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/ChenDLS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/DemertzisI16, author = {Konstantinos Demertzis and Lazaros S. Iliadis}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Adaptive Elitist Differential Evolution Extreme Learning Machines on Big Data: Intelligent Recognition of Invasive Species}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {333--345}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_34}, doi = {10.1007/978-3-319-47898-2\_34}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/DemertzisI16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/GhoshP16, author = {Shaona Ghosh and Adam Pr{\"{u}}gel{-}Bennett}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Extended Formulations for Online Action Selection on Big Action Sets}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {160--168}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_17}, doi = {10.1007/978-3-319-47898-2\_17}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/GhoshP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/GialampoukidisV16, author = {Ilias Gialampoukidis and Stefanos Vrochidis and Ioannis Kompatsiaris}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Incremental Estimation of Visual Vocabulary Size for Image Retrieval}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {29--38}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_4}, doi = {10.1007/978-3-319-47898-2\_4}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/GialampoukidisV16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/GiannoulakisT16, author = {Stamatios Giannoulakis and Nicolas Tsapatsoulis}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Defining and Identifying Stophashtags in Instagram}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {304--313}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_31}, doi = {10.1007/978-3-319-47898-2\_31}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/GiannoulakisT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/GuAGIS16, author = {Xiaowei Gu and Plamen P. Angelov and Germ{\'{a}}n Guti{\'{e}}rrez and Jos{\'{e}} Antonio Iglesias and Araceli Sanchis}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Parallel Computing {TEDA} for High Frequency Streaming Data Clustering}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {238--253}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_25}, doi = {10.1007/978-3-319-47898-2\_25}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/GuAGIS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/HmidaHBR16, author = {Hmida Hmida and Sana Ben Hamida and Amel Borgi and Marta Rukoz}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Sampling Methods in Genetic Programming Learners from Large Datasets: {A} Comparative Study}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {50--60}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_6}, doi = {10.1007/978-3-319-47898-2\_6}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/HmidaHBR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/JiangZ16, author = {Ming Jiang and Li Zhang}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Learning Using Multiple-Type Privileged Information and SVM+ThinkTank}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {81--88}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_9}, doi = {10.1007/978-3-319-47898-2\_9}, timestamp = {Tue, 19 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/JiangZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/KakemotoN16, author = {Yoshitsugu Kakemoto and Shinichi Nakasuka}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Learning Symbols by Neural Network}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {89--99}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_10}, doi = {10.1007/978-3-319-47898-2\_10}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/KakemotoN16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/KalouK16, author = {Aikaterini K. Kalou and Dimitrios A. Koutsomitropoulos}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {An Infrastructure and Approach for Inferring Knowledge Over Big Data in the Vehicle Insurance Industry}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {293--303}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_30}, doi = {10.1007/978-3-319-47898-2\_30}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/KalouK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/KarponiT16, author = {Konstantina Karponi and Grigorios Tsoumakas}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {An Empirical Comparison of Methods for Multi-label Data Stream Classification}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {151--159}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_16}, doi = {10.1007/978-3-319-47898-2\_16}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/KarponiT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/KoseES16, author = {Burak K{\"{o}}se and S{\"{u}}leyman Eken and Ahmet Sayar}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Playlist Generation via Vector Representation of Songs}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {179--185}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_19}, doi = {10.1007/978-3-319-47898-2\_19}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/KoseES16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/KucukkececiY16, author = {Cihan K{\"{u}}{\c{c}}{\"{u}}kke{\c{c}}eci and Adnan Yazici}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {A Graph-Based Big Data Model for Wireless Multimedia Sensor Networks}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {205--215}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_22}, doi = {10.1007/978-3-319-47898-2\_22}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/KucukkececiY16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/LorbeerKDSRK16, author = {Boris Lorbeer and Ana Kosareva and Bersant Deva and Dzenan Softic and Peter Ruppel and Axel K{\"{u}}pper}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {{A-BIRCH:} Automatic Threshold Estimation for the {BIRCH} Clustering Algorithm}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {169--178}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_18}, doi = {10.1007/978-3-319-47898-2\_18}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/LorbeerKDSRK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/MademlisTNP16, author = {Ioannis Mademlis and Anastasios Tefas and Nikos Nikolaidis and Ioannis Pitas}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Compact Video Description and Representation for Automated Summarization of Human Activities}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {18--28}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_3}, doi = {10.1007/978-3-319-47898-2\_3}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/MademlisTNP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/OktayS16, author = {Talha Oktay and Ahmet Sayar}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Analyzing Big Security Logs in Cluster with Apache Spark}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {131--138}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_14}, doi = {10.1007/978-3-319-47898-2\_14}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/OktayS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/OnetoFCCPDMA16, author = {Luca Oneto and Emanuele Fumeo and Giorgio Clerico and Renzo Canepa and Federico Papa and Carlo Dambra and Nadia Mazzino and Davide Anguita}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Delay Prediction System for Large-Scale Railway Networks Based on Big Data Analytics}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {139--150}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_15}, doi = {10.1007/978-3-319-47898-2\_15}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/OnetoFCCPDMA16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/ParkinsonB16, author = {Howard J. Parkinson and Gary J. Bamford}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Big Data and the Virtuous Circle of Railway Digitization}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {314--322}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_32}, doi = {10.1007/978-3-319-47898-2\_32}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/ParkinsonB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/PassalisT16, author = {Nikolaos Passalis and Anastasios Tefas}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Spatial Bag of Features Learning for Large Scale Face Image Retrieval}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {8--17}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_2}, doi = {10.1007/978-3-319-47898-2\_2}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/PassalisT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/PerezR16, author = {Jorge Luis Rivero P{\'{e}}rez and Bernardete Ribeiro}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Attribute Learning for Network Intrusion Detection}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {39--49}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_5}, doi = {10.1007/978-3-319-47898-2\_5}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/PerezR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/PetridisGT16, author = {Panagiotis Petridis and Anastasios Gounaris and Jordi Torres}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Spark Parameter Tuning via Trial-and-Error}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {226--237}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_24}, doi = {10.1007/978-3-319-47898-2\_24}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/PetridisGT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/PolykalasP16, author = {Spyros E. Polykalas and George N. Prezerakos}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Predicting Human Behavior Based on Web Search Activity: Greek Referendum of 2015}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {1--7}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_1}, doi = {10.1007/978-3-319-47898-2\_1}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/PolykalasP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/SamudioeTK16, author = {Oscar Samudio and Marley M. B. R. Vellasco and Ricardo Tanscheit and Adriano S. Koshiyama}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {RandomFIS: {A} Fuzzy Classification System for Big Datasets}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {262--272}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_27}, doi = {10.1007/978-3-319-47898-2\_27}, timestamp = {Mon, 04 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/SamudioeTK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/Serrano16, author = {Will Serrano}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {A Big Data Intelligent Search Assistant Based on the Random Neural Network}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {254--261}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_26}, doi = {10.1007/978-3-319-47898-2\_26}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/Serrano16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/TacconelliR16, author = {Giada Tacconelli and Manuel Roveri}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {A CPM-Based Change Detection Test for Big Data}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {100--110}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_11}, doi = {10.1007/978-3-319-47898-2\_11}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/TacconelliR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/Triantafyllidou16, author = {Danai Triantafyllidou and Anastasios Tefas}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {A Fast Deep Convolutional Neural Network for Face Detection in Big Visual Data}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {61--70}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_7}, doi = {10.1007/978-3-319-47898-2\_7}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/Triantafyllidou16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/VafopoulosANRVS16, author = {Michalis Vafopoulos and Ioannis Anagnostopoulos and Dimitrios Negkas and Gerasimos Razis and Georgios Vafeiadis and Ilias Skaros and Konstantinos Glykos and Aggelos Tzani and Eleftherios Galanos}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Big Data for a Linked Open Economy}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {273--282}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_28}, doi = {10.1007/978-3-319-47898-2\_28}, timestamp = {Fri, 27 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/VafopoulosANRVS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/VakaliKP16, author = {Athena Vakali and Nikolaos Kitmeridis and Maria Panourgia}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {A Distributed Framework for Early Trending Topics Detection on Big Social Networks Data Threads}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {186--194}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_20}, doi = {10.1007/978-3-319-47898-2\_20}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/VakaliKP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/WollsenHJ16, author = {Morten Gill Wollsen and John Hallam and Bo N{\o}rregaard J{\o}rgensen}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Novel Automatic Filter-Class Feature Selection for Machine Learning Regression}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {71--80}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_8}, doi = {10.1007/978-3-319-47898-2\_8}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/inns/WollsenHJ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/inns/YoonRT16, author = {Hong{-}Jun Yoon and Arvind Ramanathan and Georgia D. Tourassi}, editor = {Plamen Angelov and Yannis Manolopoulos and Lazaros S. Iliadis and Asim Roy and Marley M. B. R. Vellasco}, title = {Multi-task Deep Neural Networks for Automated Extraction of Primary Site and Laterality Information from Cancer Pathology Reports}, booktitle = {Advances in Big Data - Proceedings of the 2nd {INNS} Conference on Big Data, October 23-25, 2016, Thessaloniki, Greece}, series = {Advances in Intelligent Systems and Computing}, volume = {529}, pages = {195--204}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-47898-2\_21}, doi = {10.1007/978-3-319-47898-2\_21}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/inns/YoonRT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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