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@inproceedings{DBLP:conf/icann/Alaoui-Belghiti19,
author = {Amina Alaoui{-}Belghiti and
Sylvain Chevallier and
{\'{E}}ric Monacelli},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Unsupervised Anomaly Detection Using Optimal Transport for Predictive
Maintenance},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {686--697},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_54},
doi = {10.1007/978-3-030-30490-4\_54},
timestamp = {Mon, 12 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/Alaoui-Belghiti19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AttaouiLKAG19,
author = {Mohammed Oualid Attaoui and
Mustapha Lebbah and
Nabil Keskes and
Hanene Azzag and
Mohammed Ghesmoune},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Soft Subspace Growing Neural Gas for Data Stream Clustering},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {569--580},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_46},
doi = {10.1007/978-3-030-30490-4\_46},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/AttaouiLKAG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BaoZH19,
author = {Junwei Bao and
Liang Zhang and
Bo Han},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Collaborative Attention Network with Word and N-Gram Sequences Modeling
for Sentiment Classification},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {79--92},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_8},
doi = {10.1007/978-3-030-30490-4\_8},
timestamp = {Wed, 06 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/BaoZH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BenlamineGBM19,
author = {Kaoutar Benlamine and
Nistor Grozavu and
Youn{\`{e}}s Bennani and
Basarab Matei},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Collaborative Non-negative Matrix Factorization},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {655--666},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_52},
doi = {10.1007/978-3-030-30490-4\_52},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/BenlamineGBM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/CasagrandeTZ19,
author = {Fl{\'{a}}via Dias Casagrande and
Jim T{\o}rresen and
Evi Zouganeli},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Prediction of the Next Sensor Event and Its Time of Occurrence in
Smart Homes},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {462--473},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_37},
doi = {10.1007/978-3-030-30490-4\_37},
timestamp = {Tue, 10 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/CasagrandeTZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ChenWFDZ19,
author = {Si Chen and
Pengfei Wang and
Wei Fang and
Xingchen Deng and
Feng Zhang},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Learning to Predict Charges for Judgment with Legal Graph},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {240--252},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_20},
doi = {10.1007/978-3-030-30490-4\_20},
timestamp = {Fri, 19 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/ChenWFDZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/DesportesAFD19,
author = {Louis Desportes and
Pierre Andry and
Inbar Fijalkow and
J{\'{e}}r{\^{o}}me David},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Short-Term Temperature Forecasting on a Several Hours Horizon},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {525--536},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_42},
doi = {10.1007/978-3-030-30490-4\_42},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/DesportesAFD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/FanXSW19,
author = {Yang Fan and
Jungang Xu and
Yingfei Sun and
Yiyu Wang},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {A Novel Image Captioning Method Based on Generative Adversarial Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {281--292},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_23},
doi = {10.1007/978-3-030-30490-4\_23},
timestamp = {Tue, 10 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/FanXSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/FigueiredoKPT19,
author = {Renato Garita Figueiredo and
Kai{-}Uwe K{\"{u}}hnberger and
Gordon Pipa and
Tobias Thelen},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Combining Deep Learning and (Structural) Feature-Based Classification
Methods for Copyright-Protected {PDF} Documents},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {69--75},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_7},
doi = {10.1007/978-3-030-30490-4\_7},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/FigueiredoKPT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GaoW19,
author = {Yongzhen Gao and
Chongjun Wang},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Symmetrical Adversarial Training Network: {A} Novel Model for Text
Generation},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {269--280},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_22},
doi = {10.1007/978-3-030-30490-4\_22},
timestamp = {Mon, 31 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/GaoW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GrazianiMG19,
author = {Lisa Graziani and
Stefano Melacci and
Marco Gori},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Jointly Learning to Detect Emotions and Predict Facebook Reactions},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {185--197},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_16},
doi = {10.1007/978-3-030-30490-4\_16},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/GrazianiMG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HeCWXXSYC19,
author = {Jun He and
Yongjing Cheng and
Min Wang and
Jingyu Xie and
Wei Xie and
Rui Su and
Shandong Yuan and
Yao Cui},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {An Ensemble Model for Winning a Chinese Machine Reading Comprehension
Competition},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {3--8},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_1},
doi = {10.1007/978-3-030-30490-4\_1},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/HeCWXXSYC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HePLHZ19,
author = {Congqing He and
Li Peng and
Yuquan Le and
Jiawei He and
Xiangyu Zhu},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {SECaps: {A} Sequence Enhanced Capsule Model for Charge Prediction},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {227--239},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_19},
doi = {10.1007/978-3-030-30490-4\_19},
timestamp = {Sat, 02 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/HePLHZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HidalgoMB19,
author = {Juan Isidro Gonz{\'{a}}lez Hidalgo and
Laura Maria Palomino Mari{\~{n}}o and
Roberto Souto Maior de Barros},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Cosine Similarity Drift Detector},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {669--685},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_53},
doi = {10.1007/978-3-030-30490-4\_53},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/HidalgoMB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HouLZE19,
author = {Jian Hou and
Chengcong Lv and
Aihua Zhang and
Xu E},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Merging {DBSCAN} and Density Peak for Robust Clustering},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {595--610},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_48},
doi = {10.1007/978-3-030-30490-4\_48},
timestamp = {Mon, 15 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/HouLZE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/JiHWC19,
author = {Yatu Ji and
Hongxu Hou and
Nier Wu and
Junjie Chen},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Exploring the Advantages of Corpus in Neural Machine Translation of
Agglutinative Language},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {326--336},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_27},
doi = {10.1007/978-3-030-30490-4\_27},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/JiHWC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KarayilIRHD19,
author = {Tushar Karayil and
Asif Irfan and
Federico Raue and
J{\"{o}}rn Hees and
Andreas Dengel},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Conditional GANs for Image Captioning with Sentiments},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {300--312},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_25},
doi = {10.1007/978-3-030-30490-4\_25},
timestamp = {Fri, 13 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/KarayilIRHD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KimHM19,
author = {Junae Kim and
David Hubczenko and
Paul Montague},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Towards Attention Based Vulnerability Discovery Using Source Code
Representation},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {731--746},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_58},
doi = {10.1007/978-3-030-30490-4\_58},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/KimHM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KissSB19,
author = {Anna Kiss and
Csaba Sulyok and
Zal{\'{a}}n Bod{\'{o}}},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Region Prediction from Hungarian Folk Music Using Convolutional Neural
Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {581--594},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_47},
doi = {10.1007/978-3-030-30490-4\_47},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/KissSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KoprinskaRR19,
author = {Irena Koprinska and
Mashud Rana and
Ashfaqur Rahman},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Dynamic Ensemble Using Previous and Predicted Future Performance for
Multi-step-ahead Solar Power Forecasting},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {436--449},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_35},
doi = {10.1007/978-3-030-30490-4\_35},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/KoprinskaRR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LeCG19,
author = {Hoa T. Le and
Christophe Cerisara and
Claire Gardent},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {{RL} Extraction of Syntax-Based Chunks for Sentence Compression},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {337--347},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_28},
doi = {10.1007/978-3-030-30490-4\_28},
timestamp = {Tue, 10 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/LeCG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LiCJSGN19,
author = {Dan Li and
Dacheng Chen and
Baihong Jin and
Lei Shi and
Jonathan Goh and
See{-}Kiong Ng},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {{MAD-GAN:} Multivariate Anomaly Detection for Time Series Data with
Generative Adversarial Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {703--716},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_56},
doi = {10.1007/978-3-030-30490-4\_56},
timestamp = {Thu, 08 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/LiCJSGN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LiHVL19,
author = {Lei Li and
Zuying Huang and
Natalia Vanetik and
Marina Litvak},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Quality-Diversity Summarization with Unsupervised Autoencoders},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {293--299},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_24},
doi = {10.1007/978-3-030-30490-4\_24},
timestamp = {Tue, 10 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/LiHVL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LiQS19,
author = {Zhipeng Li and
Zheng Qin and
Pengbo Shen},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Intrusion Detection via Wide and Deep Model},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {717--730},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_57},
doi = {10.1007/978-3-030-30490-4\_57},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/LiQS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LiYDHCHY19,
author = {Yun Li and
Yan Yang and
Yong Deng and
Qinmin Vivian Hu and
Chengcai Chen and
Liang He and
Zhou Yu},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Dependent Multilevel Interaction Network for Natural Language Inference},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {9--21},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_2},
doi = {10.1007/978-3-030-30490-4\_2},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/LiYDHCHY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LiuMS19,
author = {Xuewen Liu and
Tim Morris and
Chris Saunter},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Using Long Short-Term Memory for Wavefront Prediction in Adaptive
Optics},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {537--542},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_43},
doi = {10.1007/978-3-030-30490-4\_43},
timestamp = {Thu, 02 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/LiuMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Madi-WambaG19,
author = {Gilles Madi{-}Wamba and
Nicolas Gaude},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Auto-Lag Networks for Real Valued Sequence to Sequence Prediction},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {412--425},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_33},
doi = {10.1007/978-3-030-30490-4\_33},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/Madi-WambaG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/MatsukawaNMIK19,
author = {Shun Matsukawa and
Chuzo Ninagawa and
Junji Morikawa and
Takashi Inaba and
Seiji Kondo},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {{LSTM} Prediction on Sudden Occurrence of Maintenance Operation of
Air-Conditioners in Real-Time Pricing Adaptive Control},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {426--435},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_34},
doi = {10.1007/978-3-030-30490-4\_34},
timestamp = {Tue, 10 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/MatsukawaNMIK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/MyagkovaESD19,
author = {Irina Myagkova and
Alexander Efitorov and
Vladimir Shiroky and
Sergey Dolenko},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Quality of Prediction of Daily Relativistic Electrons Flux at Geostationary
Orbit by Machine Learning Methods},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {556--565},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_45},
doi = {10.1007/978-3-030-30490-4\_45},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/MyagkovaESD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/NowakKS19,
author = {Jakub Nowak and
Marcin Korytkowski and
Rafal Scherer},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Convolutional Recurrent Neural Networks for Computer Network Analysis},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {747--757},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_59},
doi = {10.1007/978-3-030-30490-4\_59},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/NowakKS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/OgiharaM19,
author = {Mitsuhiro Ogihara and
Hideyuki Mizuno},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Robust Gait Authentication Using Autoencoder and Decision Tree},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {698--702},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_55},
doi = {10.1007/978-3-030-30490-4\_55},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/OgiharaM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/OkadomeWSA19,
author = {Yuya Okadome and
Wenpeng Wei and
Ryo Sakai and
Toshiko Aizono},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Demand-Prediction Architecture for Distribution Businesses Based on
Multiple RNNs with Alternative Weight Update},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {486--496},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_39},
doi = {10.1007/978-3-030-30490-4\_39},
timestamp = {Tue, 10 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/OkadomeWSA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/OtteSB19,
author = {Sebastian Otte and
Jakob Stoll and
Martin V. Butz},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Incorporating Adaptive RNN-Based Action Inference and Sensory Perception},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {543--555},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_44},
doi = {10.1007/978-3-030-30490-4\_44},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/OtteSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/PfulbHGR19,
author = {Benedikt Pf{\"{u}}lb and
Christoph Hardegen and
Alexander Gepperth and
Sebastian Rieger},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {A Study of Deep Learning for Network Traffic Data Forecasting},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {497--512},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_40},
doi = {10.1007/978-3-030-30490-4\_40},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/PfulbHGR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/PutriRKAK19,
author = {Givanna H. Putri and
Mark N. Read and
Irena Koprinska and
Thomas M. Ashhurst and
Nicholas J. C. King},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Dimensionality Reduction for Clustering and Cluster Tracking of Cytometry
Data},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {624--640},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_50},
doi = {10.1007/978-3-030-30490-4\_50},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/PutriRKAK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/RawatCSS19,
author = {Sumanu Rawat and
Aman Chopra and
Siddhartha Singh and
Shobhit Sinha},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Mid Roll Advertisement Placement Using Multi Modal Emotion Analysis},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {159--171},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_14},
doi = {10.1007/978-3-030-30490-4\_14},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/RawatCSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ShanLS19,
author = {Hongchang Shan and
Yu Liu and
Todor P. Stefanov},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Ensemble of Convolutional Neural Networks for {P300} Speller in Brain
Computer Interface},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {376--394},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_31},
doi = {10.1007/978-3-030-30490-4\_31},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/ShanLS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SongWJLR19,
author = {Youwei Song and
Jiahai Wang and
Tao Jiang and
Zhiyue Liu and
Yanghui Rao},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Targeted Sentiment Classification with Attentional Encoder Network},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {93--103},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_9},
doi = {10.1007/978-3-030-30490-4\_9},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/SongWJLR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SouzaZ19,
author = {Thiago V. M. Souza and
Cleber Zanchettin},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Improving Deep Image Clustering with Spatial Transformer Layers},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {641--654},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_51},
doi = {10.1007/978-3-030-30490-4\_51},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SouzaZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SunWLWJ19,
author = {Yueheng Sun and
Xianchen Wang and
Hongtao Liu and
Wenjun Wang and
Pengfei Jiao},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Surrounding-Based Attention Networks for Aspect-Level Sentiment Classification},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {143--155},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_13},
doi = {10.1007/978-3-030-30490-4\_13},
timestamp = {Tue, 07 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/SunWLWJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TarjanoP19,
author = {Carlos Tarjano and
Valdecy Pereira},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Neuro-Spectral Audio Synthesis: Exploiting Characteristics of the
Discrete Fourier Transform in the Real-Time Simulation of Musical
Instruments Using Parallel Neural Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {362--375},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_30},
doi = {10.1007/978-3-030-30490-4\_30},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/TarjanoP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ValleR19,
author = {Mauricio A. Valle and
Gonzalo A. Ruz},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Market Basket Analysis Using Boltzmann Machines},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {611--623},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_49},
doi = {10.1007/978-3-030-30490-4\_49},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/ValleR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/WangGPM19,
author = {Jiong Wang and
Neng Gao and
Jia Peng and
Jingjie Mo},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {{DCAR:} Deep Collaborative Autoencoder for Recommendation with Implicit
Feedback},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {172--184},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_15},
doi = {10.1007/978-3-030-30490-4\_15},
timestamp = {Tue, 10 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/WangGPM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/WangLW19,
author = {Dong Wang and
Tingwen Liu and
Bin Wang},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Revising Attention with Position for Aspect-Level Sentiment Classification},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {130--142},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_12},
doi = {10.1007/978-3-030-30490-4\_12},
timestamp = {Thu, 17 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/WangLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/WeiQHH19,
author = {Yuekun Wei and
Binbin Qu and
Nan Hu and
Liu Han},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {An Improved Method of Applying a Machine Translation Model to a Chinese
Word Segmentation Task},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {44--54},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_5},
doi = {10.1007/978-3-030-30490-4\_5},
timestamp = {Tue, 10 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/WeiQHH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/WenningerBSR19,
author = {Marc Wenninger and
Sebastian P. Bayerl and
Jochen Schmidt and
Korbinian Riedhammer},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Timage - {A} Robust Time Series Classification Pipeline},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {450--461},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_36},
doi = {10.1007/978-3-030-30490-4\_36},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/WenningerBSR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/XiaoGWS19,
author = {Qifeng Xiao and
Ming Gao and
Shaochun Wu and
Xiaoqi Sun},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Attention-Based Improved {BLSTM-CNN} for Relation Classification},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {34--43},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_4},
doi = {10.1007/978-3-030-30490-4\_4},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/XiaoGWS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/XieW19,
author = {Zongxia Xie and
Hao Wen},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Composite Quantile Regression Long Short-Term Memory Network},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {513--524},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_41},
doi = {10.1007/978-3-030-30490-4\_41},
timestamp = {Tue, 10 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/XieW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/YanWS19,
author = {Minghui Yan and
Changjian Wang and
Ying Sha},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Capturing User and Product Information for Sentiment Classification
via Hierarchical Separated Attention and Neural Collaborative Filtering},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {104--116},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_10},
doi = {10.1007/978-3-030-30490-4\_10},
timestamp = {Tue, 10 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/YanWS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/YangHW19,
author = {Maoxin Yang and
Qinghua Hu and
Yun Wang},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Multi-task Learning Method for Hierarchical Time Series Forecasting},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {474--485},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_38},
doi = {10.1007/978-3-030-30490-4\_38},
timestamp = {Tue, 10 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/YangHW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/YangWZSX19,
author = {Ze Yang and
Pengfei Wang and
Lei Zhang and
Linjun Shou and
Wenwen Xu},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {A Recurrent Attention Network for Judgment Prediction},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {253--266},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_21},
doi = {10.1007/978-3-030-30490-4\_21},
timestamp = {Fri, 02 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/YangWZSX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/YaoYWD19,
author = {Yanli Yao and
Qiang Yu and
Longbiao Wang and
Jianwu Dang},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Robust Sound Event Classification with Local Time-Frequency Information
and Convolutional Neural Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {351--361},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_29},
doi = {10.1007/978-3-030-30490-4\_29},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/YaoYWD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/YiWHS19,
author = {Chuanrun Yi and
Dong Wang and
Chunyu He and
Ying Sha},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Learning to Explain Chinese Slang Words},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {22--33},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_3},
doi = {10.1007/978-3-030-30490-4\_3},
timestamp = {Sat, 19 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/YiWHS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/YinYZC19,
author = {Yuhan Yin and
Hongtian Yang and
Zhihong Zhao and
Songyu Chen},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {A Judicial Sentencing Method Based on Fused Deep Neural Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {213--226},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_18},
doi = {10.1007/978-3-030-30490-4\_18},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/YinYZC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/YoshimuraIBK19,
author = {Kosuke Yoshimura and
Tomoaki Iwase and
Yukino Baba and
Hisashi Kashima},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Interdependence Model for Multi-label Classification},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {55--68},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_6},
doi = {10.1007/978-3-030-30490-4\_6},
timestamp = {Tue, 10 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/YoshimuraIBK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ZhangWLHH19,
author = {Tao Zhang and
Xing Wu and
Meng Lin and
Jizhong Han and
Songlin Hu},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Imbalanced Sentiment Classification Enhanced with Discourse Marker},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {117--129},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_11},
doi = {10.1007/978-3-030-30490-4\_11},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/ZhangWLHH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ZhangZ19,
author = {Jiantao Zhang and
Pingjian Zhang},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Deep Recurrent Neural Networks with Nonlinear Masking Layers and Two-Level
Estimation for Speech Separation},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {397--411},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_32},
doi = {10.1007/978-3-030-30490-4\_32},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/ZhangZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ZhangZPLH19,
author = {Yuying Zhang and
Yuexian Zou and
Junyi Peng and
Danqing Luo and
Dongyan Huang},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Discriminative Feature Learning for Speech Emotion Recognition},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {198--210},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_17},
doi = {10.1007/978-3-030-30490-4\_17},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/ZhangZPLH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ZugariniMM19,
author = {Andrea Zugarini and
Stefano Melacci and
Marco Maggini},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Neural Poetry: Learning to Generate Poems Using Syllables},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
pages = {313--325},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4\_26},
doi = {10.1007/978-3-030-30490-4\_26},
timestamp = {Tue, 10 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/ZugariniMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icann/2019-4,
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Artificial Neural Networks and Machine Learning - {ICANN} 2019: Text
and Time Series - 28th International Conference on Artificial Neural
Networks, Munich, Germany, September 17-19, 2019, Proceedings, Part
{IV}},
series = {Lecture Notes in Computer Science},
volume = {11730},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30490-4},
doi = {10.1007/978-3-030-30490-4},
isbn = {978-3-030-30489-8},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/2019-4.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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