| 2021 | Machine Learning in Non-Stationary Environments. | Barbara Hammer |
| 2021 | Continuous Parameter Control in Genetic Algorithms using Policy Gradient Reinforcement Learning. | Alejandro de Miguel Gomez, Farshad Ghassemi Toosi |
| 2021 | Breaking up Long Sedentary Periods of Office Workers through a Virtual Coach using Activity Data. | Jasmijn Franke, Christiane Grnloh, Dennis Hofs, Boris W. van Schooten, Andreea Bondrea, Miriam Cabrita |
| 2021 | A Modular Autonomous Driving System for Electric Boats based on Fuzzy Controllers and Q-Learning. | Emanuele Ferrandino, Antonino Capillo, Enrico De Santis, Fabio Massimo Frattale Mascioli, Antonello Rizzi |
| 2021 | Long-term Cholesterol Risk Prediction using Machine Learning Techniques in ELSA Database. | Nikos Fazakis, Elias Dritsas, Otilia Kocsis, Nikos Fakotakis, Konstantinos Moustakas |
| 2021 | Spatio-temporal Attention Mechanism and Knowledge Distillation for Lip Reading. | Shahd Elashmawy, Marian Ramsis, Hesham M. Eraqi, Farah Eldeshnawy, Hadeel Mabrouk, Omar Abugabal, Nourhan Sakr |
| 2021 | Multivariate Short Term Load Forecasting Strategy: Application to Anomalous Days of ISO New England Data. | Innocent Sizo Duma, Bhekisipho Twala |
| 2021 | Recent Research Topics in Evolutionary Multiobjective Optimization: A Personal Perspective. | Carlos A. Coello Coello |
| 2021 | Augmenting Machine Learning with Flexible Episodic Memory. | Hugo Chateau-Laurent, Frdric Alexandre |
| 2021 | Medoid-based MLP: An Application to Wood Sawing Simulator Metamodeling. | Sylvain Chabanet, Philippe Thomas, Hind Bril El Haouzi |
| 2021 | Improving Image Filters with Cartesian Genetic Programming. | Julien Biau, Dennis Wilson, Sylvain Cussat-Blanc, Herv Luga |
| 2021 | Subset Sum and the Distribution of Information. | Daan van den Berg, Pieter Adriaans |
| 2021 | A Multi-agent Approach for Graph Classification. | Luca Baldini, Antonello Rizzi |
| 2021 | Relaxed Dissimilarity-based Symbolic Histogram Variants for Granular Graph Embedding. | Luca Baldini, Alessio Martino, Antonello Rizzi |
| 2021 | Speech Emotion Recognition using MFCC and Hybrid Neural Networks. | Youakim Badr, Partha Mukherjee, Sindhu Madhuri Thumati |
| 2021 | Overview of Arabic Sentence Corpora. | Hussein Awdeh, Adelle Abdallah, Gilles Bernard, Mohammad Hajjar |
| 2021 | Micro-moment-based Interventions for a Personalized Support of Healthy and Sustainable Ageing at Work: Development and Application of a Context-sensitive Recommendation Framework. | Georgios Athanassiou, Maria Pateraki, Iraklis Varlamis |
| 2021 | A Hybrid Evolutionary Algorithm, Utilizing Novelty Search and Local Optimization, Used to Design Convolutional Neural Networks for Handwritten Digit Recognition. | Tabish Ashfaq, Nivedha Ramesh, Nawwaf Kharma |
| 2021 | Accurate 3D Object Detection from Point Cloud Data using Bird's Eye View Representations. | Nerea Aranjuelo, Guus Engels, David Montero, Marcos Nieto, Ignacio Arganda-Carreras, Luis Unzueta, Oihana Otaegui |
| 2021 | The Dynamic Role Mining Problem: Role Mining in Dynamically Changing Business Environments. | Simon Anderer, Tobias Kempter, Bernd Scheuermann, Sanaz Mostaghim |
| 2021 | SmartWork: An IoT Enabled Unobtrusive Worker Health, Well-being and Functional Ability Monitoring Framework. | Dimitrios Amaxilatis, Nikolaos Tsironis, George Papoulias, Dennis Hofs, Rita Kovordnyi, Hugo Marcos, Joo Jordo, Joo Quintas |
| 2021 | Cardio: An Edge-enabled Wearable ECG Vest for Office Worker's Heart Condition Monitoring. | Dimitrios Amaxilatis, Athanasios Antoniou, Ioannis Chatzigiannakis |
| 2021 | Towards Automatic Grammatical Evolution for Real-world Symbolic Regression. | Muhammad Sarmad Ali, Meghana Kshirsagar, Enrique Naredo, Conor Ryan |
| 2021 | Substitution of the Fittest: A Novel Approach for Mitigating Disengagement in Coevolutionary Genetic Algorithms. | Hugo Alcaraz-Herrera, John Cartlidge |
| 2021 | Unsupervised Grammatical Pattern Discovery from Arabic Extra Large Corpora. | Adelle Abdallah, Hussein Awdeh, Youssef Zaki, Gilles Bernard, Mohammad Hajjar |