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@inproceedings{DBLP:conf/icann/AbreuFMZ19,
author = {Jader Abreu and
Luis Fred and
David Mac{\^{e}}do and
Cleber Zanchettin},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Hierarchical Attentional Hybrid Neural Networks for Document Classification},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {396--402},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_39},
doi = {10.1007/978-3-030-30493-5\_39},
timestamp = {Sat, 19 Oct 2019 20:11:52 +0200},
biburl = {https://dblp.org/rec/conf/icann/AbreuFMZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AgrawalGHBC19,
author = {Vibudh Agrawal and
Francesco Gentile and
Michael Hsing and
Fuqiang Ban and
Artem Cherkasov},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Progressive Docking - Deep Learning Based Approach for Accelerated
Virtual Screening},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {737--740},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_66},
doi = {10.1007/978-3-030-30493-5\_66},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/AgrawalGHBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AkiyamaT19,
author = {Takanori Akiyama and
Gouhei Tanaka},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Echo State Network with Adversarial Training},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {82--88},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_8},
doi = {10.1007/978-3-030-30493-5\_8},
timestamp = {Wed, 11 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/AkiyamaT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AlhassanBAADM19,
author = {Zakhriya Alhassan and
David Budgen and
Ali Alessa and
Riyad Alshammari and
Tahani Daghstani and
Noura Al Moubayed},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Collaborative Denoising Autoencoder for High Glycated Haemoglobin
Prediction},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {338--350},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_34},
doi = {10.1007/978-3-030-30493-5\_34},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/AlhassanBAADM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AmorimMZ19,
author = {Cleison Correia de Amorim and
David Mac{\^{e}}do and
Cleber Zanchettin},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Spatial-Temporal Graph Convolutional Networks for Sign Language Recognition},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {646--657},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_59},
doi = {10.1007/978-3-030-30493-5\_59},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/AmorimMZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AntonikMBR19,
author = {Piotr Antonik and
Nicolas Marsal and
Daniel Brunner and
Damien Rontani},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Classification of Human Actions in Videos with a Large-Scale Photonic
Reservoir Computer},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {156--160},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_15},
doi = {10.1007/978-3-030-30493-5\_15},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/AntonikMBR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AntonikMBR19a,
author = {Piotr Antonik and
Nicolas Marsal and
Daniel Brunner and
Damien Rontani},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Comparison of Feature Extraction Techniques for Handwritten Digit
Recognition with a Photonic Reservoir Computer},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {175--179},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_19},
doi = {10.1007/978-3-030-30493-5\_19},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/AntonikMBR19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Arus-PousJPBTRC19,
author = {Josep Ar{\'{u}}s{-}Pous and
Simon Johansson and
Oleksii Prykhodko and
Esben Jannik Bjerrum and
Christian Tyrchan and
Jean{-}Louis Reymond and
Hongming Chen and
Ola Engkvist},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Improving Deep Generative Models with Randomized {SMILES}},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {747--751},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_68},
doi = {10.1007/978-3-030-30493-5\_68},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/Arus-PousJPBTRC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/AvelarLPL19,
author = {Pedro H. C. Avelar and
Henrique Lemos and
Marcelo O. R. Prates and
Lu{\'{\i}}s da Cunha Lamb},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Multitask Learning on Graph Neural Networks: Learning Multiple Graph
Centrality Measures with a Unified Network},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {701--715},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_63},
doi = {10.1007/978-3-030-30493-5\_63},
timestamp = {Fri, 24 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/AvelarLPL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BalazevicAH19,
author = {Ivana Balazevic and
Carl Allen and
Timothy M. Hospedales},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Hypernetwork Knowledge Graph Embeddings},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {553--565},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_52},
doi = {10.1007/978-3-030-30493-5\_52},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/BalazevicAH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BauckhageSD19,
author = {Christian Bauckhage and
Rafet Sifa and
Tiansi Dong},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Prototypes Within Minimum Enclosing Balls},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {365--376},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_36},
doi = {10.1007/978-3-030-30493-5\_36},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/BauckhageSD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/CaoMXW19,
author = {Meng Cao and
Xiying Ma and
Ming Xu and
Chongjun Wang},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Heterogeneous Information Network Embedding with Meta-path Based Graph
Attention Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {622--634},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_57},
doi = {10.1007/978-3-030-30493-5\_57},
timestamp = {Thu, 21 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/CaoMXW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ChengG19,
author = {Qingrong Cheng and
Xiaodong Gu},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Hybrid Attention Driven Text-to-Image Synthesis via Generative Adversarial
Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {483--495},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_47},
doi = {10.1007/978-3-030-30493-5\_47},
timestamp = {Fri, 19 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/ChengG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/DriehausenBLP19,
author = {Felix Meyer zu Driehausen and
R{\"{u}}diger Busche and
Johannes Leugering and
Gordon Pipa},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Bistable Perception in Conceptor Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {24--34},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_3},
doi = {10.1007/978-3-030-30493-5\_3},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/DriehausenBLP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/FaggioliPLA19,
author = {Guglielmo Faggioli and
Mirko Polato and
Ivano Lauriola and
Fabio Aiolli},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Evaluation of Tag Clusterings for User Profiling in Movie Recommendation},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {456--468},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_45},
doi = {10.1007/978-3-030-30493-5\_45},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/FaggioliPLA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/FrancoCGMS19,
author = {Giuseppe Franco and
Luca Cerina and
Claudio Gallicchio and
Alessio Micheli and
Marco Domenico Santambrogio},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Continuous Blood Pressure Estimation Through Optimized Echo State
Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {48--61},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_5},
doi = {10.1007/978-3-030-30493-5\_5},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/FrancoCGMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GallicchioM19,
author = {Claudio Gallicchio and
Alessio Micheli},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Reservoir Topology in Deep Echo State Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {62--75},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_6},
doi = {10.1007/978-3-030-30493-5\_6},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/GallicchioM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GamageWP19,
author = {H. V. L. C. Gamage and
W. O. K. I. S. Wijesinghe and
Indika Perera},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Instance-Based Segmentation for Boundary Detection of Neuropathic
Ulcers Through Mask-RCNN},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {511--522},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_49},
doi = {10.1007/978-3-030-30493-5\_49},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/GamageWP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GaoXWD19,
author = {Ming Gao and
Qifeng Xiao and
Shaochun Wu and
Kun Deng},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {An Attention-Based ID-CNNs-CRF Model for Named Entity Recognition
on Clinical Electronic Medical Records},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {231--242},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_25},
doi = {10.1007/978-3-030-30493-5\_25},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/GaoXWD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GeYXZCLFZL19,
author = {Rongjun Ge and
Guanyu Yang and
Chenchu Xu and
Jiulou Zhang and
Yang Chen and
Limin Luo and
Cheng Feng and
Heye Zhang and
Shuo Li},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {EchoQuan-Net: Direct Quantification of Echo Sequence for Left Ventricle
Multidimensional Indices via Global-Local Learning, Geometric Adjustment
and Multi-target Relation Learning},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {219--230},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_24},
doi = {10.1007/978-3-030-30493-5\_24},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/GeYXZCLFZL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GhoshG19,
author = {Rohan Ghosh and
Anupam K. Gupta},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Exploring Local Transformation Shared Weights in Convolutional Neural
Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {377--390},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_37},
doi = {10.1007/978-3-030-30493-5\_37},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/GhoshG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GhoshTKNK19,
author = {Dipan Ghosh and
Igor V. Tetko and
Bert Klebl and
Peter Nussbaumer and
Uwe Koch},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Analysis and Modelling of False Positives in {GPCR} Assays},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {764--770},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_71},
doi = {10.1007/978-3-030-30493-5\_71},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/GhoshTKNK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/GuptaWWY19,
author = {Ananya Gupta and
Elisabeth Welburn and
Simon Watson and
Hujun Yin},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {CNN-Based Semantic Change Detection in Satellite Imagery},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {669--684},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_61},
doi = {10.1007/978-3-030-30493-5\_61},
timestamp = {Mon, 28 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/GuptaWWY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HeeseWMHB19,
author = {Raoul Heese and
Michal Walczak and
Lukas Morand and
Dirk Helm and
Michael Bortz},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {The Good, the Bad and the Ugly: Augmenting a Black-Box Model with
Expert Knowledge},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {391--395},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_38},
doi = {10.1007/978-3-030-30493-5\_38},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/HeeseWMHB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HemmerichAE19,
author = {Jennifer Hemmerich and
Ece Asilar and
Gerhard F. Ecker},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Conformational Oversampling as Data Augmentation for Molecules},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {788--792},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_74},
doi = {10.1007/978-3-030-30493-5\_74},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/HemmerichAE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HerouxKA19,
author = {Jean Benoit H{\'{e}}roux and
Naoki Kanazawa and
Piotr Antonik},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Time Series Processing with VCSEL-Based Reservoir Computer},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {165--169},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_17},
doi = {10.1007/978-3-030-30493-5\_17},
timestamp = {Wed, 11 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/HerouxKA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HorzykGS19,
author = {Adrian Horzyk and
Krzysztof Goldon and
Janusz A. Starzyk},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Temporal Coding of Neural Stimuli},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {607--621},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_56},
doi = {10.1007/978-3-030-30493-5\_56},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/HorzykGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/HuangSHC19,
author = {Junjie Huang and
Huawei Shen and
Liang Hou and
Xueqi Cheng},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Signed Graph Attention Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {566--577},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_53},
doi = {10.1007/978-3-030-30493-5\_53},
timestamp = {Wed, 11 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/HuangSHC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/InubushiG19,
author = {Masanobu Inubushi and
Susumu Goto},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Transferring Reservoir Computing: Formulation and Application to Fluid
Physics},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {193--199},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_22},
doi = {10.1007/978-3-030-30493-5\_22},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/InubushiG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/JinLJHS19,
author = {Di Jin and
Bingyi Li and
Pengfei Jiao and
Dongxiao He and
Hongyu Shan},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Community Detection via Joint Graph Convolutional Network Embedding
in Attribute Network},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {594--606},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_55},
doi = {10.1007/978-3-030-30493-5\_55},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/JinLJHS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KarpovGT19,
author = {Pavel Karpov and
Guillaume Godin and
Igor V. Tetko},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {A Transformer Model for Retrosynthesis},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {817--830},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_78},
doi = {10.1007/978-3-030-30493-5\_78},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/KarpovGT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KeCZZLL19,
author = {Hengjin Ke and
Dan Chen and
Lei Zhang and
Xinhua Zhang and
Xianzeng Liu and
Xiaoli Li},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Inter-region Synchronization Analysis Based on Heterogeneous Matrix
Similarity Measurement},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {258--272},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_27},
doi = {10.1007/978-3-030-30493-5\_27},
timestamp = {Wed, 29 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/KeCZZLL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KitamuraN19,
author = {Shogo Kitamura and
Yuichi Nonaka},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Explainable Anomaly Detection via Feature-Based Localization},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {408--419},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_41},
doi = {10.1007/978-3-030-30493-5\_41},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/KitamuraN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KlocekMWTNS19,
author = {Sylwester Klocek and
Lukasz Maziarka and
Maciej Wolczyk and
Jacek Tabor and
Jakub Nowak and
Marek Smieja},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Hypernetwork Functional Image Representation},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {496--510},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_48},
doi = {10.1007/978-3-030-30493-5\_48},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/KlocekMWTNS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KobayashiS19,
author = {Taisuke Kobayashi and
Toshiki Sugino},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Continual Learning Exploiting Structure of Fractal Reservoir Computing},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {35--47},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_4},
doi = {10.1007/978-3-030-30493-5\_4},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/KobayashiS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KorffCGJRS19,
author = {Modest von Korff and
Olivier Corminboeuf and
John Gatfield and
S{\'{e}}bastien Jeay and
Isabelle Reymond and
Thomas Sander},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Predictive Power of Time-Series Based Machine Learning Models for
{DMPK} Measurements in Drug Discovery},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {741--746},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_67},
doi = {10.1007/978-3-030-30493-5\_67},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/KorffCGJRS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KubotaNT19,
author = {Tomoyuki Kubota and
Kohei Nakajima and
Hirokazu Takahashi},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Echo State Property of Neuronal Cell Cultures},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {137--148},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_13},
doi = {10.1007/978-3-030-30493-5\_13},
timestamp = {Wed, 11 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/KubotaNT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KwolekKBAOWSC19,
author = {Bogdan Kwolek and
Michal Koziarski and
Andrzej Bukala and
Zbigniew Antosz and
Boguslaw Olborski and
Pawel Wasowicz and
Jakub Swadzba and
Boguslaw Cyganek},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Breast Cancer Classification on Histopathological Images Affected
by Data Imbalance Using Active Learning and Deep Convolutional Neural
Network},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {299--312},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_31},
doi = {10.1007/978-3-030-30493-5\_31},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/KwolekKBAOWSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KwolekLKG19,
author = {Konrad Kwolek and
Henryk Liszka and
Bogdan Kwolek and
Artur Gadek},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Measuring the Angle of Hallux Valgus Using Segmentation of Bones on
X-Ray Images},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {313--325},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_32},
doi = {10.1007/978-3-030-30493-5\_32},
timestamp = {Wed, 11 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/KwolekLKG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LiuLLYQ19,
author = {Junxiu Liu and
Mingxing Li and
Yuling Luo and
Su Yang and
Senhui Qiu},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Human Body Posture Recognition Using Wearable Devices},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {326--337},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_33},
doi = {10.1007/978-3-030-30493-5\_33},
timestamp = {Wed, 11 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/LiuLLYQ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LiventsevFD19,
author = {Vadim Liventsev and
Irina Fedulova and
Dmitry V. Dylov},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Deep Text Prior: Weakly Supervised Learning for Assertion Classification},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {243--257},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_26},
doi = {10.1007/978-3-030-30493-5\_26},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/LiventsevFD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Locquet19,
author = {Jean{-}Pierre Locquet},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Overview on the {PHRESCO} Project: PHotonic REServoir COmputing},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {149--155},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_14},
doi = {10.1007/978-3-030-30493-5\_14},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/Locquet19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/LukoseviciusU19,
author = {Mantas Lukosevicius and
Arnas Uselis},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Efficient Cross-Validation of Echo State Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {121--133},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_12},
doi = {10.1007/978-3-030-30493-5\_12},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/LukoseviciusU19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/MaziarkaPKRW19,
author = {Lukasz Maziarka and
Agnieszka Pocha and
Jan Kaczmarczyk and
Krzysztof Rataj and
Michal Warchol},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Mol-CycleGAN - {A} Generative Model for Molecular Optimization},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {810--816},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_77},
doi = {10.1007/978-3-030-30493-5\_77},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/MaziarkaPKRW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/MbuvhaBM19,
author = {Rendani Mbuvha and
Ilyes Boulkaibet and
Tshilidzi Marwala},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Bayesian Automatic Relevance Determination for Feature Selection in
Credit Default Modelling},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {420--425},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_42},
doi = {10.1007/978-3-030-30493-5\_42},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/MbuvhaBM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/McCormickV19,
author = {Mark McCormick and
Alessandro E. P. Villa},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {{LSTM} and 1-D Convolutional Neural Networks for Predictive Monitoring
of the Anaerobic Digestion Process},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {725--736},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_65},
doi = {10.1007/978-3-030-30493-5\_65},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/McCormickV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/MishraSZSNMP19,
author = {Manish Mishra and
Sabine Schmitt and
Hans Zischka and
Michael K. Strasser and
Nassir Navab and
Carsten Marr and
Tingying Peng},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Quantifying Structural Heterogeneity of Healthy and Cancerous Mitochondria
Using a Combined Segmentation and Classification USK-Net},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {289--298},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_30},
doi = {10.1007/978-3-030-30493-5\_30},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/MishraSZSNMP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/MonteiroRA19,
author = {Nelson R. C. Monteiro and
Bernardete Ribeiro and
Joel P. Arrais},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Deep Neural Network Architecture for Drug-Target Interaction Prediction},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {804--809},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_76},
doi = {10.1007/978-3-030-30493-5\_76},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/MonteiroRA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/MosafiDN19,
author = {Itay Mosafi and
Eli (Omid) David and
Nathan S. Netanyahu},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {DeepMimic: Mentor-Student Unlabeled Data Based Training},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {440--455},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_44},
doi = {10.1007/978-3-030-30493-5\_44},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/MosafiDN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/MumtazVM19a,
author = {Wajid Mumtaz and
Luk{\'{a}}s Vareka and
Roman Moucek},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Investigation of EEG-Based Graph-Theoretic Analysis for Automatic
Diagnosis of Alcohol Use Disorder},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {205--218},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_23},
doi = {10.1007/978-3-030-30493-5\_23},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/MumtazVM19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/MunirSKMDA19,
author = {Mohsin Munir and
Shoaib Ahmed Siddiqui and
Ferdinand K{\"{u}}sters and
Dominique Mercier and
Andreas Dengel and
Sheraz Ahmed},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {TSXplain: Demystification of {DNN} Decisions for Time-Series Using
Natural Language and Statistical Features},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {426--439},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_43},
doi = {10.1007/978-3-030-30493-5\_43},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/MunirSKMDA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/OnnheimAGJ19,
author = {Magnus {\"{O}}nnheim and
Pontus Andersson and
Emil Gustavsson and
Mats Jirstrand},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Reinforcement Learning Informed by Optimal Control},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {403--407},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_40},
doi = {10.1007/978-3-030-30493-5\_40},
timestamp = {Wed, 11 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/OnnheimAGJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/OrchelS19,
author = {Marcin Orchel and
Johan A. K. Suykens},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Axiomatic Kernels on Graphs for Support Vector Machines},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {685--700},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_62},
doi = {10.1007/978-3-030-30493-5\_62},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/OrchelS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/PiresSSLP19,
author = {Rafael Goncalves Pires and
Daniel Felipe Silva Santos and
Gustavo Botelho de Souza and
Alexandre L. M. Levada and
Jo{\~{a}}o Paulo Papa},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {A Sparse Filtering-Based Approach for Non-blind Deep Image Denoising},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {471--482},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_46},
doi = {10.1007/978-3-030-30493-5\_46},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/PiresSSLP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/PopovKSO19,
author = {Alexander Popov and
Petia D. Koprinkova{-}Hristova and
Kiril Simov and
Petya Osenova},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Echo State vs. {LSTM} Networks for Word Sense Disambiguation},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {94--109},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_10},
doi = {10.1007/978-3-030-30493-5\_10},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/PopovKSO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/PorteAJLB19,
author = {Xavier Porte and
Louis Andreoli and
Maxime Jacquot and
Laurent Larger and
Daniel Brunner},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Reservoir-Size Dependent Learning in Analogue Neural Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {184--192},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_21},
doi = {10.1007/978-3-030-30493-5\_21},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/PorteAJLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/RamamurthySSLB19,
author = {Rajkumar Ramamurthy and
Robin Stenzel and
Rafet Sifa and
Anna Ladi and
Christian Bauckhage},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Echo State Networks for Named Entity Recognition},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {110--120},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_11},
doi = {10.1007/978-3-030-30493-5\_11},
timestamp = {Wed, 11 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/RamamurthySSLB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ReiterSV19,
author = {Sebastian Reiter and
Thomas Schnappinger and
Regina de Vivie{-}Riedle},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Using an Autoencoder for Dimensionality Reduction in Quantum Dynamics},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {783--787},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_73},
doi = {10.1007/978-3-030-30493-5\_73},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/ReiterSV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Rodriguez-Sanchez19,
author = {Antonio Jose Rodr{\'{\i}}guez{-}S{\'{a}}nchez and
Tobias Dick},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Capsule Networks for Attention Under Occlusion},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {523--534},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_50},
doi = {10.1007/978-3-030-30493-5\_50},
timestamp = {Fri, 26 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/Rodriguez-Sanchez19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SackesynMKDB19,
author = {Stijn Sackesyn and
Chonghuai Ma and
Andrew Katumba and
Joni Dambre and
Peter Bienstman},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {A Power-Efficient Architecture for On-Chip Reservoir Computing},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {161--164},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_16},
doi = {10.1007/978-3-030-30493-5\_16},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SackesynMKDB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SarishviliWJ19,
author = {Alex Sarishvili and
Andreas Wirsen and
Mats Jirstrand},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {On Chow-Liu Forest Based Regularization of Deep Belief Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {353--364},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_35},
doi = {10.1007/978-3-030-30493-5\_35},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SarishviliWJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Schulte-SasseBH19,
author = {Roman Schulte{-}Sasse and
Stefan Budach and
Denes Hnisz and
Annalisa Marsico},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Graph Convolutional Networks Improve the Prediction of Cancer Driver
Genes},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {658--668},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_60},
doi = {10.1007/978-3-030-30493-5\_60},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/Schulte-SasseBH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SenderowitzYK19,
author = {Hanoch Senderowitz and
Abraham Yosipof and
Omer Kaspi},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Application of Materials Informatics Tools to the Analysis of Combinatorial
Libraries of All Metal-Oxides Photovoltaic Cells},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {758--763},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_70},
doi = {10.1007/978-3-030-30493-5\_70},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/SenderowitzYK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SorianoMYF19,
author = {Miguel C. Soriano and
Pau Massuti{-}Ballester and
Jes{\'{u}}s Yelo and
Ingo Fischer},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Optoelectronic Reservoir Computing Using a Mixed Digital-Analog Hardware
Implementation},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {170--174},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_18},
doi = {10.1007/978-3-030-30493-5\_18},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/SorianoMYF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/StrockRH19,
author = {Anthony Strock and
Nicolas P. Rougier and
Xavier Hinaut},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Using Conceptors to Transfer Between Long-Term and Short-Term Memory},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {19--23},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_2},
doi = {10.1007/978-3-030-30493-5\_2},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/StrockRH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Suetani19,
author = {Hiromichi Suetani},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Multiple Pattern Generations and Chaotic Itinerant Dynamics in Reservoir
Computing},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {76--81},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_7},
doi = {10.1007/978-3-030-30493-5\_7},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/Suetani19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TchagangV19,
author = {Alain B. Tchagang and
Julio J. Vald{\'{e}}s},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Prediction of the Atomization Energy of Molecules Using Coulomb Matrix
and Atomic Composition in a Bayesian Regularized Neural Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {793--803},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_75},
doi = {10.1007/978-3-030-30493-5\_75},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/TchagangV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TetkoKBKG19,
author = {Igor V. Tetko and
Pavel Karpov and
Eric Bruno and
Talia B. Kimber and
Guillaume Godin},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Augmentation Is What You Need!},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {831--835},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_79},
doi = {10.1007/978-3-030-30493-5\_79},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/TetkoKBKG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ThakkarBER19,
author = {Amol Thakkar and
Esben Jannik Bjerrum and
Ola Engkvist and
Jean{-}Louis Reymond},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Neural Network Guided Tree-Search Policies for Synthesis Planning},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {721--724},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_64},
doi = {10.1007/978-3-030-30493-5\_64},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/ThakkarBER19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TietzJW19,
author = {Stephan Tietz and
Doreen Jirak and
Stefan Wermter},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {A Reservoir Computing Framework for Continuous Gesture Recognition},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {7--18},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_1},
doi = {10.1007/978-3-030-30493-5\_1},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/TietzJW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/TixierNMV19,
author = {Antoine J.{-}P. Tixier and
Giannis Nikolentzos and
Polykarpos Meladianos and
Michalis Vazirgiannis},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Graph Classification with 2D Convolutional Neural Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {578--593},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_54},
doi = {10.1007/978-3-030-30493-5\_54},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/TixierNMV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ValdesT19,
author = {Julio J. Vald{\'{e}}s and
Alain B. Tchagang},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Characterization of Quantum Derived Electronic Properties of Molecules:
{A} Computational Intelligence Approach},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {771--782},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_72},
doi = {10.1007/978-3-030-30493-5\_72},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/ValdesT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/VatinRS19,
author = {Jeremy Vatin and
Damien Rontani and
Marc Sciamanna},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Polarization Dynamics of VCSELs Improves Reservoir Computing Performance},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {180--183},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_20},
doi = {10.1007/978-3-030-30493-5\_20},
timestamp = {Wed, 11 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/VatinRS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/VerzelliAL19,
author = {Pietro Verzelli and
Cesare Alippi and
Lorenzo Livi},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Hyper-spherical Reservoirs for Echo State Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {89--93},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_9},
doi = {10.1007/978-3-030-30493-5\_9},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/VerzelliAL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/WangGWM19,
author = {Runze Wang and
Yanan Guo and
Wendao Wang and
Yide Ma},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Bi-ResNet: Fully Automated Classification of Unregistered Contralateral
Mammograms},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {273--283},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_28},
doi = {10.1007/978-3-030-30493-5\_28},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/WangGWM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/WeiNJ19,
author = {Feng Wei and
Uyen Trang Nguyen and
Hui Jiang},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Dual-FOFE-net Neural Models for Entity Linking with PageRank},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {635--645},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_58},
doi = {10.1007/978-3-030-30493-5\_58},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/WeiNJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/WithnallLEC19,
author = {Michael Withnall and
Edvard Lindel{\"{o}}f and
Ola Engkvist and
Hongming Chen},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Attention and Edge Memory Convolution for Bioactivity Prediction},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {752--757},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_69},
doi = {10.1007/978-3-030-30493-5\_69},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icann/WithnallLEC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ZarrinW19,
author = {Pouya Soltani Zarrin and
Christian Wenger},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Pattern Recognition for {COPD} Diagnostics Using an Artificial Neural
Network and Its Potential Integration on Hardware-Based Neuromorphic
Platforms},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {284--288},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_29},
doi = {10.1007/978-3-030-30493-5\_29},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/ZarrinW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ZenoKM19,
author = {Bassel Zeno and
Ilya Kalinovskiy and
Yuri Matveev},
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {{IP-GAN:} Learning Identity and Pose Disentanglement in Generative
Adversarial Networks},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
pages = {535--547},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5\_51},
doi = {10.1007/978-3-030-30493-5\_51},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/ZenoKM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icann/2019w,
editor = {Igor V. Tetko and
Vera Kurkov{\'{a}} and
Pavel Karpov and
Fabian J. Theis},
title = {Artificial Neural Networks and Machine Learning - {ICANN} 2019 - 28th
International Conference on Artificial Neural Networks, Munich, Germany,
September 17-19, 2019, Proceedings - Workshop and Special Sessions},
series = {Lecture Notes in Computer Science},
volume = {11731},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-30493-5},
doi = {10.1007/978-3-030-30493-5},
isbn = {978-3-030-30492-8},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icann/2019w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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