| 2021 | Introducing the Hidden Neural Markov Chain Framework. | Elie Azeraf, Emmanuel Monfrini, Emmanuel Vignon, Wojciech Pieczynski |
| 2021 | Discrete and Continuous Deep Residual Learning over Graphs. | Pedro H. C. Avelar, Anderson R. Tavares, Marco Gori, Lus C. Lamb |
| 2021 | Causal Campbell-Goodhart's Law and Reinforcement Learning. | Hal Ashton |
| 2021 | Post-hoc Explanation using a Mimic Rule for Numerical Data. | Kohei Asano, Jinhee Chun |
| 2021 | Distributed Framework for Reversible Merging of Heterogeneous Robot Maps. | Ilze Andersone |
| 2021 | CAMP-IRL Agents: Extracting Multiple Behavior Profiles for Pedestrian Simulation. | Nahum lvarez, Itsuki Noda |
| 2021 | A New Parking Space Allocation System based on a Distributed Constraint Optimization Approach. | Atik Ali, Souhila Arib, Samir Aknine |
| 2021 | AutoGE: A Tool for Estimation of Grammatical Evolution Models. | Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan |
| 2021 | Application of Multiagent System and Tabu Search for Truck Dispatching in Open-pit Mines. | Gabriel Icarte Ahumada, Otthein Herzog |
| 2021 | Strengthening Low-resource Neural Machine Translation through Joint Learning: The Case of Farsi-Spanish. | Benyamin Ahmadnia, Ral Aranovich, Bonnie J. Dorr |
| 2021 | Augmented Spanish-Persian Neural Machine Translation. | Benyamin Ahmadnia, Ral Aranovich |
| 2021 | Practical City Scale Stochastic Path Planning with Pre-computation. | Kamilia Ahmadi, Vicki H. Allan |
| 2021 | Congestion-Aware Stochastic Path Planning and Its Applications in Real World Navigation. | Kamilia Ahmadi, Vicki H. Allan |
| 2021 | Scalable Stochastic Path Planning under Congestion. | Kamilia Ahmadi, Vicki H. Allan |
| 2021 | Emotion Recognition through Voting on Expressions in Multiple Facial Regions. | Ekanshi Agrawal, J. Jabez Christopher, Vasan Arunachalam |
| 2021 | Multiple Pursuers TrailMax Algorithm for Dynamic Environments. | Azizkhon Afzalov, Ahmad Lotfi, Benjamin Inden, Mehmet Emin Aydin |
| 2021 | GREE-COCO: Green Artificial Intelligence Powered Cost Pricing Models for Congestion Control. | Meghana Kshirsagar, Tanishq More, Rutuja Lahoti, Shreya Adgaonkar, Shruti Jain, Conor Ryan, Vivek Kshirsagar |
| 2021 | Comparing Dependency-based Compositional Models with Contextualized Word Embeddings. | Pablo Gamallo, Manuel de Prada Corral, Marcos Garca |
| 2020 | Learning Efficient Coordination Strategy for Multi-step Tasks in Multi-agent Systems using Deep Reinforcement Learning. | Zean Zhu, Elhadji Amadou Oury Diallo, Toshiharu Sugawara |
| 2020 | Bayesian Networks based Policy Making in the Renewable Energy Sector. | Moldir Zholdasbayeva, Vasilios Zarikas, Stavros Poulopoulos |
| 2020 | Q-Credit Card Fraud Detector for Imbalanced Classification using Reinforcement Learning. | Luis Zhinin-Vera, Oscar Chang, Rafael Valencia-Ramos, Ronny Velastegui, Gissela E. Pilliza, Francisco Quinga-Socasi |
| 2020 | Improving Semantic Similarity of Words by Retrofitting Word Vectors in Sense Level. | Rui Zhang, Peter Schneider-Kamp, Arthur Zimek |
| 2020 | Classification, Localization and Captioning of Dangerous Situations using Inception-v3 Network and CAM. | Sichen Zhang, Axel Heler, Ming Zhang |
| 2020 | SCHEMATA: 3D Classification and Categorization of Ancient Terracotta Figurines. | Alexander Zeckey, Martin Langner |
| 2020 | Investigation of Day-ahead Price Forecasting Models in the Finnish Electricity Market. | Daniel Zaroni, Arthur Piazzi, Tams Tettamanti, dm Sleisz |