| 2021 | Network Topology Identification using Supervised Pattern Recognition Neural Networks. | Aniruddha Perumalla, Ahmet Taha Koru, Eric N. Johnson |
| 2021 | Integrating Shared Information into the Sensorial Mapping of Connected and Autonomous Vehicles. | Filipo Studzinski Perotto, Stphanie Combettes, Valrie Camps, Elsy Kaddoum, Guilhem Marcillaud, Pierre Glize, Marie-Pierre Gleizes |
| 2021 | Variation-resistant Q-learning: Controlling and Utilizing Estimation Bias in Reinforcement Learning for Better Performance. | Andreas Pentaliotis, Marco A. Wiering |
| 2021 | Markov Logic Network for Metaphor Set Expansion. | Jaya Pathak, Pratik Shah |
| 2021 | Understand Watchdogs: Discover How Game Bot Get Discovered. | Eunji Park, Kyung Ho Park, Huy Kang Kim |
| 2021 | Mixed Reference Interpretation in Multi-turn Conversation. | Nanase Otake, Shoya Matsumori, Yosuke Fukuchi, Yusuke Takimoto, Michita Imai |
| 2021 | A History-based Framework for Online Continuous Action Ensembles in Deep Reinforcement Learning. | Renata Garcia Oliveira, Wouter Caarls |
| 2021 | A Branch and Price Algorithm for Coalition Structure Generation over Graphs. | Emanuel Florentin Olariu, Cristian Frasinaru, Albert Abel Policiuc |
| 2021 | Informer: An Efficient Transformer Architecture Using Convolutional Layers. | Cristian David Estupin Ojeda, Cayetano Guerra-Artal, Mario Hernndez-Tejera |
| 2021 | Informer, an Information Organization Transformer Architecture. | Cristian David Estupin Ojeda, Cayetano Guerra-Artal, Mario Hernndez-Tejera |
| 2021 | Improving Active Attitude for Interactive Decision-making with Multiple Agents by Increasing Personal Resource. | Yoshimasa Ohmoto, Masato Kuno, Toyoaki Nishida |
| 2021 | A Novel Deep Learning Power Quality Disturbance Classification Method using Autoencoders. | Callum O'Donovan, Cinzia Giannetti, Grazia Todeschini |
| 2021 | Automatic Annotations and Enrichments for Audiovisual Archives. | Nanne van Noord, Christian Gosvig Olesen, Roeland Ordelman, Julia Noordegraaf |
| 2021 | Recipe Enrichment: Knowledge Required for a Cooking Assistant. | Nils Neumann, Sven Wachsmuth |
| 2021 | Comprehensive Transcriptional Analysis Reveals Gene-specific Transcriptional Variations in a Seed Plant, Arabidopsis thaliana. | Kohei Negishi, Kengo Morohashi |
| 2021 | Is Your Chatbot Perplexing?: Confident Personalized Conversational Agent for Consistent Chit-Chat Dialogue. | Young Yun Na, Junekyu Park, Kyung-Ah Sohn |
| 2021 | A City-aware Car Parks Marketplace for Smart Parking. | Claudia Di Napoli, Silvia Rossi |
| 2021 | A Landscape Photograph Localisation Method with a Genetic Algorithm using Image Features. | Hideo Nagashima, Tetsuya Suzuki |
| 2021 | Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning. | Robert Mller, Fabian Ritz, Steffen Illium, Claudia Linnhoff-Popien |
| 2021 | Acoustic Leak Detection in Water Networks. | Robert Mller, Steffen Illium, Fabian Ritz, Tobias Schrder, Christian Platschek, Jrg Ochs, Claudia Linnhoff-Popien |
| 2021 | Analysis of Feature Representations for Anomalous Sound Detection. | Robert Mller, Steffen Illium, Fabian Ritz, Kyrill Schmid |
| 2021 | Decoupling State Representation Methods from Reinforcement Learning in Car Racing. | Juan M. Montoya, Imant Daunhawer, Julia E. Vogt, Marco A. Wiering |
| 2021 | Word Reordering and Comma Insertion Integrated with Shift-Reduce Dependency Parsing. | Kota Miyachi, Tomohiro Ohno, Shigeki Matsubara |
| 2021 | Prediction of Cotton Field on Integrated Environmental Data. | Sarthak Mishra, Long Ma, Nischal Aryal |
| 2021 | Trading Agent Competition with Autonomous Economic Agents. | David Minarsch, Seyed Ali Hosseini, Marco Favorito, Jonathan Ward |