| 2019 | A Subspace Hierarchical Clustering Algorithm for Categorical Data. | Joel Lus Carbonera, Mara Abel |
| 2019 | High-Value Prioritized Experience Replay for Off-Policy Reinforcement Learning. | Xi Cao, Huaiyu Wan, Youfang Lin, Sheng Han |
| 2019 | Threshold Based Optimization of Performance Metrics with Severely Imbalanced Big Security Data. | Chad Calvert, Taghi M. Khoshgoftaar |
| 2019 | Monaural Music Source Separation using a ResNet Latent Separator Network. | Gino Brunner, Nawel Naas, Sveinn Palsson, Oliver Richter, Roger Wattenhofer |
| 2019 | Age-Suitability Prediction for Literature Using a Recurrent Neural Network Model. | Eric Brewer, Yiu-Kai Ng |
| 2019 | On Solving Exactly-One-SAT. | Yazid Boumarafi, Yakoub Salhi |
| 2019 | Centrality Heuristics for Exact Model Counting. | Bernhard Bliem, Matti Jrvisalo |
| 2019 | Implementing Ranking-Based Semantics in ConArg. | Stefano Bistarelli, Francesco Faloci, Carlo Taticchi |
| 2019 | Optimizing the Parameters for Post-Processing Consumer Photos via Machine Learning. | Linlin Bie, Xu Wang, Jari Korhonen |
| 2019 | Crowd Counting via Enhanced Feature Channel Convolutional Neural Network. | Yinlong Bian, Jie Shen, Xin Xiong, Ying Li, Wei He, Peng Li |
| 2019 | Targeted Sentiment Classification with Knowledge Powered Attention Network. | Ximo Bian, Chong Feng, Arshad Ahmad, Jinming Dai, Guifen Zhao |
| 2019 | Information-Theoretic Ensemble Learning for DDoS Detection with Adaptive Boosting. | Monowar H. Bhuyan, Maode Ma, Youki Kadobayashi, Erik Elmroth |
| 2019 | Improving Prediction Fairness via Model Ensemble. | Dheeraj Bhaskaruni, Hui Hu, Chao Lan |
| 2019 | Admissible Generalizations of Examples as Rules. | Philippe Besnard, Thomas Guyet, Vronique Masson |
| 2019 | Exploiting Data Mining Techniques for Compressing Table Constraints. | Soufia Bennai, Kamal Amroun, Samir Loudni |
| 2019 | Query Answering from Traditional Dance Videos: Case Study of Zapin Dances. | Sihem Belabbes, Chi Wee Tan, Tri-Thuc Vo, Yacine Izza, Karim Tabia, Sylvain Lagrue, Salem Benferhat |
| 2019 | Dynamically Scoring Rhymes with Phonetic Features and Sequence Alignment. | Benjamin Bay, Paul M. Bodily, Dan Ventura |
| 2019 | ECPNet: An Efficient Attention-Based Convolution Network with Pseudo-3D Block for Human Action Recognition. | Xiuping Bao, Jiabin Yuan, Bei Chen |
| 2019 | Collision-Free Path Finding for Dynamic Gaming and Real Time Robot Navigation. | Roopam Bamal |
| 2019 | Monte Carlo Tree Search with Variable Simulation Periods for Continuously Running Tasks. | Seydou Ba, Takuya Hiraoka, Takashi Onishi, Toru Nakata, Yoshimasa Tsuruoka |
| 2019 | A Location-Aware Strategy for Agents Negotiating Load-Balancing. | Quentin Baert, Anne-Ccile Caron, Maxime Morge, Jean-Christophe Routier, Kostas Stathis |
| 2019 | Semi-Supervised Ovulation Detection Based on Multiple Properties. | Amos Azaria, Seagal Azaria |
| 2019 | A Comparative Analysis of Classifiers in the Recognition of Packed Executables. | Ceclia R. O. Assis, Rodrigo Sanches Miani, Murillo G. Carneiro, Kil Jin Brandini Park |
| 2019 | Directional Search Algorithm and its Utilization of Simulated Annealing and Expand-Retract. | Beom Jin An, Alexander S. Mentis |
| 2019 | Cases without Borders: Automating Knowledge Acquisition Approach using Deep Autoencoders and Siamese Networks in Case-Based Reasoning. | Kareem Amin |