| 2019 | Data-Driven Gene Regulatory Network Inference Based on Classification Algorithms. | Sergio Peignier, Pauline Schmitt, Federica Calevro |
| 2019 | Cases and Clusters in Reuse Policies for Decision-Making in Card Games. | Gustavo Bathu Paulus, Joaquim Vinicius Carvalho Assuno, Lus A. Lima Silva |
| 2019 | TPOT-SH: A Faster Optimization Algorithm to Solve the AutoML Problem on Large Datasets. | Laurent Parmentier, Olivier Nicol, Laetitia Jourdan, Marie-Elonore Kessaci |
| 2019 | Generative Adversarial Learning Based Commercial Building Electricity Time Series Prediction. | Yue Pang, Xiangdong Zhou, Donghui Xu, Zijing Tan, Mingxi Zhang, Naiwang Guo, Yingjie Tian |
| 2019 | Multi-granularity Position-Aware Convolutional Memory Network for Aspect-Based Sentiment Analysis. | Yuanyuan Pan, Jun Gan, Xiangying Ran, Chongjun Wang |
| 2019 | Multi-agent Path Planning with Heterogeneous Cooperation. | Keisuke Otaki, Satoshi Koide, Keiichiro Hayakawa, Ayano Okoso, Tomoki Nishi |
| 2019 | Dynamic Multi-objective Evolutionary Algorithm with Fuzzy Weighted Borda Count Method. | Maysam Orouskhani, Daming Shi, Lin Liu |
| 2019 | Fair Kernel Regression via Fair Feature Embedding in Kernel Space. | Austin Okray, Hui Hu, Chao Lan |
| 2019 | Harnessing GAN with Metric Learning for One-Shot Generation on a Fine-Grained Category. | Yusuke Ohtsubo, Tetsu Matsukawa, Einoshin Suzuki |
| 2019 | Real-Coded Genetic Algorithm Realizing Fast Convergence by Reducing Its Population Size. | Kazuki Nishisaka, Hitoshi Iima |
| 2019 | An Adaptive Cross-Layer Sampling-Based Node Embedding for Multiplex Networks. | Nianwen Ning, Chenguang Song, Pengpeng Zhou, Yunlei Zhang, Bin Wu |
| 2019 | Swarm Filter - A Simple Deep Learning Component Inspired by Swarm Concept. | Ha-Thanh Nguyen, Le-Minh Nguyen |
| 2019 | Fence GAN: Towards Better Anomaly Detection. | Cuong Phuc Ngo, Amadeus Aristo Winarto, Connie Khor Li Kou, Sojeong Park, Farhan Akram, Hwee Kuan Lee |
| 2019 | METAPHOR - A Multiagent Architecture using IoT and Classification Algorithms for Referral Postoperative Patients. | Afonso B. L. Neto, Tibrio C. J. Loureiro, Marcial Porto Fernandez, Jerry Vasconcelos, Fernando A. M. Trinta |
| 2019 | Sensory Substitution of Vision: A Systematic Mapping and a Deep Learning Object Detection Proposition. | Elze Pinheiro Lima Neto, Ronaldo Martins da Costa, Deborah Silva Alves Fernandes, Fabrzzio Alphonsus Alves de Melo Nunes Soares |
| 2019 | Salient Textural Anomaly Proposals and Classification for Metal Surface Anomalies. | Vidhya Natarajan, Shangbo Mao, Liang-Tien Chia |
| 2019 | AudioMask: Robust Sound Event Detection Using Mask R-CNN and Frame-Level Classifier. | Alireza Nasiri, Yuxin Cui, Zhonghao Liu, Jing Jin, Yong Zhao, Jianjun Hu |
| 2019 | Flooding-Driven Modifications of a Hierarchical and Irregular Navigation Grid Structure for Large Virtual Terrains used in Simulation Systems. | Evaristo Jos Do Nascimento, Eliakim Zacarias, Daniel Matheus Doebber, Edison Pignaton de Freitas, Lus Alvaro de Lima Silva |
| 2019 | A Theoretical Analysis of Pooling Operation Using Information Theory. | Christoforos Nalmpantis, Athanasios Lentzas, Dimitris Vrakas |
| 2019 | Graph Attention Networks for Neural Social Recommendation. | Nan Mu, Daren Zha, Yuanye He, Zhihao Tang |
| 2019 | Transfer Learning on Decision Tree with Class Imbalance. | Ludovic Minvielle, Mounir Atiq, Sergio Peignier, Mathilde Mougeot |
| 2019 | Solving Traveling Salesman Problem with Image-Based Classification. | Shoma Miki, Hiroyuki Ebara |
| 2019 | Multi-graph Convolution Network with Jump Connection for Event Detection. | Xiangbin Meng, Pengfei Wang, Haoran Yan, Liutong Xu, Jiafeng Guo, Yixing Fan |
| 2019 | A Comparison of Contextual Bandit Approaches to Human-in-the-Loop Robot Task Completion with Infrequent Feedback. | Matthew McNeill, Damian M. Lyons |
| 2019 | Reasoning About Future Cyber-Attacks Through Socio-Technical Hacking Information. | Ericsson Marin, Mohammed Almukaynizi, Paulo Shakarian |