| 2021 | Ensemble Learning using Error Correcting Output Codes: New Classification Error Bounds. | Hieu D. Nguyen, Mohammed Sarosh Khan, Nicholas Kaegi, Shen-Shyang Ho, Jonathan Moore, Logan Borys, Lucas Lavalva |
| 2021 | Predicting the Next Location for Trajectories From Stolen Vehicles. | Jos S. da Silva Neto, Ticiana L. Coelho da Silva, Lvia Almada Cruz, Vinicius Monteiro de Lira, Jos Antnio Fernandes de Macdo, Regis Pires Magalhes, Lucas Gaspar Peres |
| 2021 | Contingent Planning for Robust Multi-Agent Path Finding. | Michal Nekvinda, Roman Bartk |
| 2021 | Towards Safer Industrial Serial Networks: An Expert System Framework for Anomaly Detection. | Ralf Luis de Moura, Virginia N. L. Franqueira, Gustavo Pessin |
| 2021 | Aggregate Function Generalization to Temporal Data. | Jan Motl, Pavel Kordk |
| 2021 | Stratified Cross-Validation on Multiple Columns. | Jan Motl, Pavel Kordk |
| 2021 | Interactive Explainable Case-Based Reasoning for Behavior Modelling in Videogames. | Maximiliano Miranda, Antonio A. Snchez-Ruiz, Federico Peinado |
| 2021 | Evaluation of one-class algorithms for anomaly detection in home networks. | Pedro H. A. D. de Melo, Adriano Arajo Martins de Resende, Rodrigo Sanches Miani, Pedro Frosi Rosa |
| 2021 | On Outsourcing Artificial Neural Network Learning of Privacy-Sensitive Medical Data to the Cloud. | Dimitrios Melissourgos, Hanzhi Gao, Chaoyi Ma, Shigang Chen, Samuel S. Wu |
| 2021 | A hybrid system for Lithium-ion battery State-of-Charge univariate forecasting. | Marie Chantelle Cruz Medina, Joo Fausto Lorenzato de Oliveira |
| 2021 | Adversarial Weighting for Domain Adaptation in Regression. | Antoine de Mathelin, Guillaume Richard, Franois Deheeger, Mathilde Mougeot, Nicolas Vayatis |
| 2021 | Prediction-Based Fleet Relocation for Free Floating Car Sharing Services. | Gregory Martin, Matthieu Donain, lisa Fromont, Tias Guns, Laurence Roz, Alexandre Termier |
| 2021 | Concealed Objects in a Scene: A Closer Look at the Localization Block of Object Detection Models. | Jinky G. Marcelo, Gian Marco I. Te, Macario O. Cordel II, Joel P. Ilao |
| 2021 | Characterizing Learning Dynamics of Deep Neural Networks via Complex Networks. | Emanuele La Malfa, Gabriele La Malfa, Giuseppe Nicosia, Vito Latora |
| 2021 | Semantic-based Bidirectional Adversarial Neural Topic Model. | Zulong Ma, Jiamin Lu, Jun Feng, Yunfei Zhang, Wei Wu |
| 2021 | An Interpretable Deep Learning System for Automatically Scoring Request for Proposals. | Subhadip Maji, Anudeep Srivatsav Appe, Raghav Bali, Arijit Ghosh Chowdhury, Veera Raghavendra Chikka, Vamsi M. Bhandaru |
| 2021 | EAD: An Efficient Anomaly Detection Algorithm for Multivariate Time Series. | Dehong Ma, Bo Ding, Dawei Feng, Hui Liu |
| 2021 | False Negative Reduction in Video Instance Segmentation using Uncertainty Estimates. | Kira Maag |
| 2021 | Detecting Integer Overflow Errors in Java Source Code via Machine Learning. | Yu Luo, Weifeng Xu, Dianxiang Xu |
| 2021 | A Neurobiologically-inspired Deep Learning Framework for Autonomous Context Learning. | David W. Ludwig II, Lucas W. Remedios, Joshua L. Phillips |
| 2021 | A Robust Approach to Noise for Plan Recognition in RTS Games. | Guillaume Lorthioir, Katsumi Inoue |
| 2021 | Geometric Invariant Representation Learning for 3D Point Cloud. | Zongmin Li, Yupeng Zhang, Yun Bai |
| 2021 | Global Attention Augmentation Ghost Module: More Features from Lightweight Global Attention Extraction. | Hongru Liu, Zhezhou Yu, Xiaowei Xu, Yuanyuan Guan, Boxiang Zhang, Wenhui Li |
| 2021 | CapsRec: A Capsule Graph Neural Network Model for Social Recommendation. | Peizhen Liu, Wen Yu |
| 2021 | Multi-Aspect Heterogeneous Graph Convolutional Network for Recommendation | Gangdu Liu, Jing Wang, Jun Wu |