| 2024 | Shapley-Based Data Valuation Method for the Machine Learning Data Markets (MLDM). | Hajar Baghcheband, Carlos Soares, Lus Paulo Reis |
| 2022 | Understanding Negative Calibration from Entropy Perspective. | Jun Zhang, Wen Yao, Xiaoqian Chen, Ling Feng |
| 2022 | Improve Calibration Robustness of Temperature Scaling by Penalizing Output Entropy. | Jun Zhang, Wen Yao, Xiaoqian Chen, Ling Feng |
| 2022 | Unsupervised Learning Based Rule Generating System with Temporal Features Extractions Tuned for Tinnitus Retraining Therapy. | Xin Zhang, Xinyan Shi, Pamela Thompson |
| 2022 | Document Layout Analysis with Variational Autoencoders: An Industrial Application. | Ali Youssef, Gabriele Valvano, Giacomo Veneri |
| 2022 | Multiscale and Multivariate Time Series Clustering: A New Approach. | Janna Tokotoko, Rodrigue Govan, Hugues Lemonnier, Nazha Selmaoui-Folcher |
| 2022 | Exploring the Impact of Gender Bias Mitigation Approaches on a Downstream Classification Task. | Nasim Sobhani, Sarah Jane Delany |
| 2022 | A General-Purpose Method for Applying Explainable AI for Anomaly Detection. | John Sipple, Abdou Youssef |
| 2022 | Disruptive Event Identification in Online Social Network. | Aditi Seetha, Satyendra Singh Chouhan, Sanskar Soni, Dev Mehta, Vinush Vishwanath |
| 2022 | Optimising the Machine Translation Workflow - Analysis, Development, Benchmarking, Testing and Maintenance. | Nicola Poeta, Enrico Giai, David Turnbull |
| 2022 | An Interpretable Machine Learning Approach to Prioritizing Factors Contributing to Clinician Burnout. | Malvika Pillai, Karthik Adapa, Meagan Foster, Ian Kratzke, Nadia Charguia, Lukasz Mazur |
| 2022 | Similarity Embedded Temporal Transformers: Enhancing Stock Predictions with Historically Similar Trends. | Kenniy Olorunnimbe, Herna L. Viktor |
| 2022 | Audio Super-Resolution via Vision Transformer. | Simona Nistic, Luigi Palopoli, Adele Pia Romano |
| 2022 | Rough Sets for Intelligence on Embedded Systems. | Katrina Nesterenko, Rory A. Lewis |
| 2022 | Learning and Explanation of Extreme Multi-label Deep Classification Models for Media Content. | Marco Minici, Francesco Sergio Pisani, Massimo Guarascio, Erika De Francesco, Pasquale Lambardi |
| 2022 | Sarcasm Detection in Tunisian Social Media Comments: Case of COVID-19. | Asma Mekki, Ins Zribi, Mariem Ellouze, Lamia Hadrich Belguith |
| 2022 | Identification of Paragraph Regularities in Legal Judgements Through Clustering and Textual Embedding. | Graziella De Martino, Gianvito Pio |
| 2022 | Graph Convolutional Networks Using Node Addition and Edge Reweighting. | Wen-Yu Lee |
| 2022 | Towards Automation of Pollen Monitoring: Image-Based Tree Pollen Recognition. | Elzbieta Kubera, Agnieszka Kubik-Komar, Alicja Wieczorkowska, Krystyna Piotrowska-Weryszko, Pawel Kurasinski, Agata Konarska |
| 2022 | Investigating Noise Interference on Speech Towards Applying the Lombard Effect Automatically. | Grazina Korvel, Krzysztof Kakol, Povilas Treigys, Bozena Kostek |
| 2022 | Adapting Loss Functions to Learning Progress Improves Accuracy of Classification in Neural Networks. | Andreas Knoblauch |
| 2022 | Richness Fallacy. | Mieczyslaw A. Klopotek, Robert A. Klopotek |
| 2022 | A New Clustering Preserving Transformation for k-Means Algorithm Output. | Mieczyslaw A. Klopotek |
| 2022 | Sentiment Polarity and Emotion Detection from Tweets Using Distant Supervision and Deep Learning Models. | Muhamet Kastrati, Marenglen Biba, Ali Shariq Imran, Zenun Kastrati |
| 2022 | Modeling Polarization on Social Media Posts: A Heuristic Approach Using Media Bias. | Sadia Kamal, Jade Gullic, Arunkumar Bagavathi |