| 2019 | Predicting Judicial Decisions: A Statistically Rigorous Approach and a New Ensemble Classifier. | Andrea Visentin, Alessia Nardotto, Barry O'Sullivan |
| 2019 | An Adjusted Nearest Neighbor Algorithm Maximizing the F-Measure from Imbalanced Data. | Rmi Viola, Rmi Emonet, Amaury Habrard, Guillaume Metzler, Sbastien Riou, Marc Sebban |
| 2019 | Extending the Aerial Image Analysis from the Detection of Tree Crowns. | Gabriel da Silva Vieira, Bruno M. Rocha, Fabrzzio Alphonsus A. M. N. Soares, Junio Cesar de Lima, Hlio Pedrini, Ronaldo Martins da Costa, Jlio Csar Ferreira |
| 2019 | Benchmarking Symbolic Execution Using Constraint Problems - Initial Results. | Sahil Verma, Roland H. C. Yap |
| 2019 | No-PASt-BO: Normalized Portfolio Allocation Strategy for Bayesian Optimization. | Thiago de P. Vasconcelos, Daniel Augusto R. M. A. de Souza, Csar L. C. Mattos, Joo P. P. Gomes |
| 2019 | Classification of Infiltrated Injections During PET/CT Imaging Applying Deep Learning Technique. | Tasmia Rahman Tumpa, Shelley N. Acuff, Dustin R. Osborne |
| 2019 | Towards Automated Machine Learning: Evaluation and Comparison of AutoML Approaches and Tools. | Anh Truong, Austin Walters, Jeremy Goodsitt, Keegan E. Hines, C. Bayan Bruss, Reza Farivar |
| 2019 | Learning Sparse Support Vector Machine with Relaxation and Rounding. | Xiangyu Tian, Shizhong Liao |
| 2019 | Modeling Uncertainty and Inaccuracy on Data from Crowdsourcing Platforms: MONITOR. | Constance Thierry, Jean-Christophe Dubois, Yolande Le Gall, Arnaud Martin |
| 2019 | Some Improvements of Deep Knowledge Tracing. | Ange Tato, Roger Nkambou |
| 2019 | Enhancing Relation Extraction Using Syntactic Indicators and Sentential Contexts. | Qiongxing Tao, Xiangfeng Luo, Hao Wang, Richard Y. D. Xu |
| 2019 | On the Convergence Speed of AMSGRAD and Beyond. | Tao Tan, Shiqun Yin, Kunling Liu, Man Wan |
| 2019 | Combining Constraint Languages via Abstract Interpretation. | Pierre Talbot, David Cachera, ric Monfroy, Charlotte Truchet |
| 2019 | Towards Explainable Multi-Label Classification. | Karim Tabia |
| 2019 | Algorithmic Currency Trading Based on Reinforcement Learning Combining Action Shaping and Advantage Function Shaping. | Hongyong Sun, Nan Sang, Jia Wu, Chen Wang |
| 2019 | Solving the Defect in Application of Compact Abating Probability to Convolutional Neural Network Based Open Set Recognition. | Xiangyuan Sun, Xiaoyong Li, Kaijun Ren, Junqiang Song |
| 2019 | Opinion Spam Detection Based on Heterogeneous Information Network. | Yingcheng Sun, Kenneth A. Loparo |
| 2019 | MABWiser: A Parallelizable Contextual Multi-Armed Bandit Library for Python. | Emily Strong, Bernard Kleynhans, Serdar Kadioglu |
| 2019 | The Concept of Criticality in Reinforcement Learning. | Yitzhak Spielberg, Amos Azaria |
| 2019 | Experience Sharing Between Cooperative Reinforcement Learning Agents. | Lucas Oliveira Souza, Gabriel de Oliveira Ramos, Clia Ghedini Ralha |
| 2019 | BERT for Stock Market Sentiment Analysis. | Matheus Gomes Sousa, Kenzo Miranda Sakiyama, Lucas de Souza Rodrigues, Pedro Henrique Moraes, Eraldo Rezende Fernandes, Edson Takashi Matsubara |
| 2019 | Partial Attribute-Driven Video Person Re-Identification. | Wanru Song, Jieying Zheng, Yahong Wu, Changhong Chen, Feng Liu |
| 2019 | FPSeq: Simplifying and Accelerating Task-Oriented Dialogue Systems via Fully Parallel Sequence-to-Sequence Framework. | Meina Song, Zhongfu Chen, Peiqing Niu, Haihong E |
| 2019 | Learning Fuzzy SPARQL User Preferences. | Olfa Slama, Anis Yazidi |
| 2019 | EPMS: A Framework for Large-Scale Patient Matching. | Himanshu Singhal, Harish Ravi, Sathiya Narayan Chakravarthy, Prabavathy Balasundaram, Chitra Babu |