| 2021 | A Bayesian Interpretation of the Monty Hall Problem with Epistemic Uncertainty. Cristina E. Manfredotti, Paolo Viappiani |
| 2021 | A Necessity Measure of Fuzzy Inclusion Relation in Linear Programming Problems. Zhenzhong Gao, Masahiro Inuiguchi |
| 2021 | Andness-Directed Iterative OWA Aggregators. Jozo Dujmovic |
| 2021 | Answer Passage Ranking Enhancement Using Shallow Linguistic Features. Bahadorreza Ofoghi, Armita Zarnegar |
| 2021 | Are Sequential Patterns Shareable? Ensuring Individuals' Privacy. Miguel Núñez del Prado Cortez, Julián Salas, Hugo Alatrista-Salas, Yoshitomi Maehara, David Megías |
| 2021 | Automated Attribute Weighting Fuzzy k-Centers Algorithm for Categorical Data Clustering. Toan Nguyen Mau, Van-Nam Huynh |
| 2021 | Automatic Clustering of CT Scans of COVID-19 Patients Based on Deep Learning. Pierluigi Bemportato, Gabriella Casalino, Giovanna Castellano, Gennaro Vessio |
| 2021 | Density-Based Evaluation Metrics in Unsupervised Anomaly Detection Contexts. Rui Maia, Cláudia Antunes |
| 2021 | Enhancing Social Recommenders with Implicit Preferences and Fuzzy Confidence Functions. Camilo A. Franco, Nicolás Hernández, Haydemar Núñez |
| 2021 | Evidential Undersampling Approach for Imbalanced Datasets with Class-Overlapping and Noise. Fares Grina, Zied Elouedi, Eric Lefevre |
| 2021 | Explaining Image Misclassification in Deep Learning via Adversarial Examples. Rami Haffar, Najeeb Moharram Jebreel, Josep Domingo-Ferrer, David Sánchez |
| 2021 | Fairly Private Through Group Tagging and Relation Impact. Poushali Sengupta, Subhankar Mishra |
| 2021 | How the F-Transform Can Be Defined for Hesitant, Soft or Intuitionistic Fuzzy Sets? Jirí Mockor |
| 2021 | MEDICI: A Simple to Use Synthetic Social Network Data Generator. David F. Nettleton, Sergio Nettleton, Marc Canal i Farriol |
| 2021 | Mass-Based Similarity Weighted k-Neighbor for Class Imbalance. Anh Hoang, Toan Nguyen Mau, Van-Nam Huynh |
| 2021 | Modeling Decisions for Artificial Intelligence - 18th International Conference, MDAI 2021, Umeå, Sweden, September 27-30, 2021, Proceedings Vicenç Torra, Yasuo Narukawa |
| 2021 | Multinomial-Based Decision Synthesis of ML Classification Outputs. Alan J. Michaels, Lauren J. Wong |
| 2021 | Multiple Testing of Conditional Independence Hypotheses Using Information-Theoretic Approach. Malgorzata Lazecka, Jan Mielniczuk |
| 2021 | Network Clustering with Controlled Node Size. Yukihiro Hamasuna, Shusuke Nakano, Yasunori Endo |
| 2021 | Neural Embedded Dirichlet Processes for Topic Modeling. Miguel Palencia-Olivar, Stéphane Bonnevay, Alexandre Aussem, Bruno Canitia |
| 2021 | New Eliahou Semigroups and Verification of the Wilf Conjecture for Genus up to 65. Maria Bras-Amorós, César Marín Rodríguez |
| 2021 | Numerical Comparison of Idempotent Andness-Directed Aggregators. Jozo Dujmovic |
| 2021 | On Two Generalizations for k-Additivity. Ryoji Fukuda, Aoi Honda, Yoshiaki Okazaki |
| 2021 | Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems. Carlos Mougan, David Masip, Jordi Nin, Oriol Pujol |
| 2021 | Sequential Decision-Making Under Uncertainty Using Hybrid Probability-Possibility Functions. Didier Dubois, Hélène Fargier, Romain Guillaume, Agnès Rico |
| 2021 | Towards Machine Learning-Assisted Output Checking for Statistical Disclosure Control. Josep Domingo-Ferrer, Alberto Blanco-Justicia |
| 2021 | Well-Calibrated and Sharp Interpretable Multi-Class Models. Ulf Johansson, Tuwe Löfström, Henrik Boström |
| 2021 | q-Divergence Regularization of Bezdek-Type Fuzzy Clustering for Categorical Multivariate Data. Yuchi Kanzawa |