| 2019 | Convolutional Recurrent Neural Networks for Computer Network Analysis. | Jakub Nowak, Marcin Korytkowski, Rafal Scherer |
| 2019 | Adaptive Graph Fusion for Unsupervised Feature Selection. | Sijia Niu, Pengfei Zhu, Qinghua Hu, Hong Shi |
| 2019 | Joint Metric Learning on Riemannian Manifold of Global Gaussian Distributions. | Qinqin Nie, Bin Zhou, Pengfei Zhu, Qinghua Hu, Hao Cheng |
| 2019 | A New Learning-Based One Shot Detection Framework for Natural Images. | Sen Na, Ruoyu Yan |
| 2019 | Sleep State Analysis Using Calcium Imaging Data by Non-negative Matrix Factorization. | Mizuo Nagayama, Toshimitsu Aritake, Hideitsu Hino, Takeshi Kanda, Takehiro Miyazaki, Masashi Yanagisawa, Shotaro Akaho, Noboru Murata |
| 2019 | Improving Reliability of Object Detection for Lunar Craters Using Monte Carlo Dropout. | Tomoyuki Myojin, Shintaro Hashimoto, Kenji Mori, Keisuke Sugawara, Naoki Ishihama |
| 2019 | Quality of Prediction of Daily Relativistic Electrons Flux at Geostationary Orbit by Machine Learning Methods. | Irina Myagkova, Alexander Efitorov, Vladimir Shiroky, Sergey Dolenko |
| 2019 | TSXplain: Demystification of DNN Decisions for Time-Series Using Natural Language and Statistical Features. | Mohsin Munir, Shoaib Ahmed Siddiqui, Ferdinand Ksters, Dominique Mercier, Andreas Dengel, Sheraz Ahmed |
| 2019 | Investigation of EEG-Based Graph-Theoretic Analysis for Automatic Diagnosis of Alcohol Use Disorder. | Wajid Mumtaz, Luks Vareka, Roman Moucek |
| 2019 | A Comparative Analysis of Preprocessing Methods for Single-Trial Event Related Potential Detection. | Wajid Mumtaz, Luks Vareka, Roman Moucek |
| 2019 | Comparison Between U-Net and U-ReNet Models in OCR Tasks. | Brian B. Moser, Federico Raue, Jrn Hees, Andreas Dengel |
| 2019 | DeepMimic: Mentor-Student Unlabeled Data Based Training. | Itay Mosafi, Eli (Omid) David, Nathan S. Netanyahu |
| 2019 | Scaffolding Haptic Attention with Controller Gating. | Alexandra Moringen, Sascha Fleer, Helge J. Ritter |
| 2019 | Deep Neural Network Architecture for Drug-Target Interaction Prediction. | Nelson R. C. Monteiro, Bernardete Ribeiro, Joel P. Arrais |
| 2019 | Mixed-Reality Deep Reinforcement Learning for a Reach-to-grasp Task. | Hadi Beik-Mohammadi, Mohammad-Ali Zamani, Matthias Kerzel, Stefan Wermter |
| 2019 | Cooperation and Coordination Regimes by Deep Q-Learning in Multi-agent Task Executions. | Yuki Miyashita, Toshiharu Sugawara |
| 2019 | Quantifying Structural Heterogeneity of Healthy and Cancerous Mitochondria Using a Combined Segmentation and Classification USK-Net. | Manish Mishra, Sabine Schmitt, Hans Zischka, Michael K. Strasser, Nassir Navab, Carsten Marr, Tingying Peng |
| 2019 | A Mixture-of-Experts Model for Vehicle Prediction Using an Online Learning Approach. | Florian Mirus, Terrence C. Stewart, Chris Eliasmith, Jrg Conradt |
| 2019 | A Multi-objective Reinforcement Learning Algorithm for JSSP. | Beatriz M. Mndez-Hernndez, Erick D. Rodrguez Bazan, Yailen Martnez-Jimnez, Pieter Libin, Ann Now |
| 2019 | Predictive Uncertainty Estimation with Temporal Convolutional Networks for Dynamic Evolutionary Optimization. | Almuth Meier, Oliver Kramer |
| 2019 | LSTM and 1-D Convolutional Neural Networks for Predictive Monitoring of the Anaerobic Digestion Process. | Mark McCormick, Alessandro E. P. Villa |
| 2019 | Bayesian Automatic Relevance Determination for Feature Selection in Credit Default Modelling. | Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala |
| 2019 | Mol-CycleGAN - A Generative Model for Molecular Optimization. | Lukasz Maziarka, Agnieszka Pocha, Jan Kaczmarczyk, Krzysztof Rataj, Michal Warchol |
| 2019 | Unsupervised Feature Selection via Local Total-Order Preservation. | Rui Ma, Yijie Wang, Li Cheng |
| 2019 | LSTM Prediction on Sudden Occurrence of Maintenance Operation of Air-Conditioners in Real-Time Pricing Adaptive Control. | Shun Matsukawa, Chuzo Ninagawa, Junji Morikawa, Takashi Inaba, Seiji Kondo |