| 2025 | Hybrid Federated Learning Framework with Client - Tailored Attentive Feature Extractor for Agricultural Health Monitoring. | Antoni Jaszcz, Agnieszka Polowczyk, Alicja Polowczyk, Katarzyna Wiltos, Dawid Polap, Marcin Wozniak |
| 2025 | Atrous-CNN with Hierarchical-Based Training Strategy Approach for Decentralized Tasks. | Antoni Jaszcz, Agnieszka Polowczyk, Alicja Polowczyk, Katarzyna Wiltos, Dawid Polap, Marcin Wozniak |
| 2025 | DyCAF-Net: Dynamic Class-Aware Fusion Network. | Md Abrar Jahin, Shahriar Soudeep, Muhammad Firoz Mridha, Nafiz Fahad, Md. Jakir Hossen |
| 2025 | CACTUS: Cross-Aligned Counterfactual Explanation for Time Series Classification. | Pouya Hosseinzadeh, Peiyu Li, Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi |
| 2025 | A New Framework for Causal Inference Without Missing Data Analysis: Bayes Optimal Treatment Effect Estimation. | Kohei Horinouchi, Shimpei Onishi, Toshiyasu Matsushima |
| 2025 | CA-HIL: A Competency-Aware Framework for Bridging Automation and Human Expertise in Data Science Projects. | Maike Holtkemper, Christian Beecks |
| 2025 | Mind the Gap: Validating System Requirements for Competence-Based Decision Support in Data Science Projects. | Maike Holtkemper, Christian Beecks |
| 2025 | Offshore Asset Inspection Redefined: Expert- Validated Deep Learning for Critical Defects. | Urmila Gurung, M. S. Mekala, Carlos Francisco Moreno-Garca, Nikolaus Zolnhofer, Barry Marshall, Eyad Elyan |
| 2025 | Spatially Adaptive PM2.5 Estimation in Low-Sensor Regions Using Variational Gaussian Processes. | Shrey Gupta, Avani Wildani, Yang Liu |
| 2025 | Fast Training on Dynamic Heterogeneous Information Network for Fake News Detection. | Jinho Go, Aldhytha Karina Sari, Jiaojiao Jiang, Shuiqiao Yang, Sanjay Kumar Jha |
| 2025 | Enhancing Touchless Sales Inventory and Operation Planning (SIOP) Using Machine Learning for Root Cause Analysis and Risk Mitigation. | Sayantani Ghosh, Sai Kumar, Niket Kumar |
| 2025 | Data Driven Optimum Cyberattack Mitigation. | Erol Gelenbe, Mohammed Nasereddin |
| 2025 | Semi-Supervised Relation Extraction Informed by Area Under the Margin Ranking and Large Language Models. | Nikita Gautam, Bipin Paudel, Doina Caragea, Cornelia Caragea |
| 2025 | Evaluating Defensive Influence in Multi-Agent Systems Using Graph Attention Networks. | Gregory Everett, Ryan J. Beal, Tim Matthews, Timothy J. Norman, Sarvapali D. Ramchurn |
| 2025 | Probabilistic Forecasting Cryptocurrencies Volatility: From Point to Quantile Forecasts. | Grzegorz Dudek, Witold Orzeszko, Piotr Fiszeder |
| 2025 | Anomaly Detection Under Contaminated Data: A Weighted Iterative Refinement Framework for Health Monitoring. | Stefano Donn, Jesse Davis, Filip Van Utterbeeck, Mathias Verbeke |
| 2025 | A discrete-time deep learning framework for temporal heterogeneous networks forecasting. | Manuel Dileo, Matteo Zignani, Sabrina Gaito |
| 2025 | A Survey on Current Trends and Recent Advances in Text Anonymization. | Tobias Deuer, Lorenz Sparrenberg, Armin Berger, Max Hahnbck, Christian Bauckhage, Rafet Sifa |
| 2025 | An Event Study Framework for Analyzing Bidirectional Causality Between House Prices and Premium Caf Entry. | Sachin Date |
| 2025 | The Value of Diversity for Dealing with Concept Drift in Class-Imbalanced Data Streams. | Chun Wai Chiu, Leandro L. Minku |
| 2025 | Cybersecurity Recommendations for Planning and Securing Port 4.0 and Maritime Industry Against Cyberattacks. | Nitesh Bharot, Priyanka Verma, Rutvij H. Jhaveri, John G. Breslin |
| 2025 | Reasoning LLMs in the Medical Domain: A Literature Survey. | Armin Berger, Sarthak Khanna, Lorenz Sparrenberg, Tobias Deuer, David Berghaus, Rafet Sifa |
| 2025 | Towards an Explainable-AI Enhanced Predictive Analytics System for Collaborative Learning in Smart Educational Environments. | Rawia Bdiwi |
| 2025 | Data Subcard: Evaluating Privacy, Fairness, Quality, and Protection in Tabular Data, as Part of the System Cards Framework. | Tadesse K. Bahiru, Carlos Ordonez, Ioannis A. Kakadiaris |
| 2025 | Expert Detection on Crowdsourcing Forums via Sheaf Laplacian. | Mehmet Emin Aktas, Iraj Moradi, Ibrahim Cosar, Yateeka Goyal, Asya Alyaz, Esra Akbas, Mehmet Ahsen |