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2026

Modeling Decisions for Artificial Intelligence - 22nd International Conference, MDAI 2025, València, Spain, September 15-18, 2025, ProceedingsVicenç Torra, Yasuo Narukawa, Josep Domingo-Ferrer, editors, Volume 15957 of Lecture Notes in Computer Science, Springer, 2026. [doi]

2025

Multi-criteria Assessment of Clustering Procedures in E-CommerceDavid Ramsey 0001, Adam Wasilewski. mdai 2026: 66-78 [doi]

The Differentially Private d-Choquet Integral: An Extension of Differentially Private Choquet IntegralsJosé Carlos R. Alcantud. mdai 2026: 133-144 [doi]

Improving Machine Understanding of Czech Medical Text Using Self-supervised and Rule-Based Data AugmentationKristof Anetta, Ales Horák. mdai 2026: 315-327 [doi]

Assessing Privacy Requirements for Controlled Query Evaluation in OBDADivya Baura, Diego Calvanese. mdai 2026: 183-197 [doi]

Enhancing Ultra-Low-Bit Quantization of Large Language Models Through Saliency-Aware Partial RetrainingDeyu Cao, Samin Aref. mdai 2026: 354-383 [doi]

Probabilistic-Fuzzy Inference with Piecewise Linear Quantile RegressionNhung Cao, Michal Holcapek, Radek Valásek, Nicolás Madrid. mdai 2026: 214-226 [doi]

An Investigation of Alternative Methods for the Inference of Probabilistic-Fuzzy SystemsNhung Cao, Radek Valásek, Michal Holcapek, Nicolás Madrid, David Nedela. mdai 2026: 104-116 [doi]

Comparing Graph Neural Networks for Single and Multi-layer Brain Connectivity Analysis in Multiple SclerosisJordi Casas-Roma, Toni Lozano Bagén. mdai 2026: 341-353 [doi]

Hybrid Transformer-ANFIS Architecture for Sentiment AnalysisArda Derbent, Jaroslaw A. Chudziak. mdai 2026: 291-302 [doi]

Defenses Against Membership Inference Attacks on Unlearned DataJosep Domingo-Ferrer, Najeeb Jebreel, David Sánchez 0001. mdai 2026: 145-159 [doi]

Comparing Qualitative Object Descriptors Using a Visual Similarity MeasureZoe Falomir, Vicent Costa. mdai 2026: 303-314 [doi]

Measurable Closure of a Finitely-Additive Measure Space: An Analysis of Spaces Similar to Stone SpacesRyoji Fukuda, Yoshiaki Okazaki, Aoi Honda. mdai 2026: 3-14 [doi]

Decision Analysis with the Hurwicz Decision Map Under a Set of Interval Priority Weight VectorsYeyang Hong, Masahiro Inuiguchi, Shigeaki Innan. mdai 2026: 91-103 [doi]

Towards Lightning Network Channel RandomizationK. Kanishkar, Guillem García, Martí Llinés, Julián Salas, Guillermo Navarro-Arribas. mdai 2026: 172-182 [doi]

On Sharma-Mittal Divergence-Regularized Fuzzy c-Means Clustering and Its AlternativeYuchi Kanzawa. mdai 2026: 201-213 [doi]

Differential Private Risk Factors Analysis of PolypharmacyHiroaki Kikuchi, Andres Hernandez-Matamoros. mdai 2026: 160-171 [doi]

Comparing Transformer Models for Stock Selection in Quantitative TradingJan Kwiatkowski, Jaroslaw A. Chudziak. mdai 2026: 239-250 [doi]

Triangular Fuzzy Rescaling DistanceEddy Soria Leyva, Aïda Valls, Ana Beatriz Hernández-Lara. mdai 2026: 117-129 [doi]

Dual Focus: Transforming Negatives into KnowledgeAdrian Maduta, Tudor Alexandru Ileni, Adrian Sergiu Darabant. mdai 2026: 265-277 [doi]

Positive Unlabeled Classification Methods with Logistic Regression Revisited: An Evaluation of Optimization TechniquesKacper Paczutkowski, Konrad Furmanczyk. mdai 2026: 227-238 [doi]

Simulating Electoral BehaviorJose M. Pavía, Antonio Forcina. mdai 2026: 54-65 [doi]

Ecological Inference for Electoral Analysis: A Computational Perspective on Human Decision-MakingJose M. Pavía, Patrizia Pérez-Asurmendi, Rocío de Andrés Calle. mdai 2026: 15-26 [doi]

Automated Decision-Making via Reinforcement Learning from DemonstrationsMax Pettersson, Florian Westphal, Maria Riveiro 0001. mdai 2026: 79-90 [doi]

Dimensionality Reduction with Entropies from f-DivergencesMateu Sbert, Min Chen 0001, Jordi Poch, Miquel Feixas, Shuning Chen, Víctor Elvira. mdai 2026: 27-41 [doi]

Testing Monotonicity of Similarity Functions Based on EmbeddingsSara Suarez-Fernandez, Agustina Bouchet, Susana Diaz-Vazquez, Susana Montes. mdai 2026: 278-290 [doi]

Decision Rules for Replicating the Visual Learning of the Blackboard in Digital PresentationsAlejandro Torres-García, Susana Diaz-Vazquez, Emilio Torres-Manzanera, Susana Montes. mdai 2026: 253-264 [doi]

Refining Community Detection in Social Networks: Agglomerative and Divisive Methods with Size ConstraintsDiego Vallejo-Huanga, Erlend Eindride Fasmer, Cèsar Ferri, Fernando Martínez-Plumed. mdai 2026: 328-340 [doi]

ChessFormer - Modeling Human Decision Making in ChessJakub Zeman, Miroslav Cepek. mdai 2026: 42-53 [doi]

2024

Transforming Stock Price Forecasting: Deep Learning Architectures and Strategic Feature EngineeringNguyen Quoc Anh, Ha Xuan Son. mdai 2024: 237-250 [doi]

nuggets: Data Pattern Extraction Framework in RMichal Burda. mdai 2024: 115-126 [doi]

Dissimilar Similarities: Comparing Human and Statistical Similarity Evaluation in Medical AIFederico Cabitza, Lorenzo Famiglini, Andrea Campagner, Luca Maria Sconfienza, Stefano Fusco, Valerio Caccavella, Enrico Gallazzi. mdai 2024: 187-198 [doi]

Experimental Evaluation for Risk Assessment of Privacy Preserving Synthetic DataKoji Chida, Susumu Kakuta, Hiroyuki Itakura, Ichiro Ishihara, Kosuke Yoshioka, Hiroshi Takeuchi. mdai 2024: 224-236 [doi]

On Objective-Based Clustering from the Perspective of Transportation ProblemYasunori Endo, Kazuki Mori. mdai 2024: 90-100 [doi]

Decision Tree Based Inference of Lightning Network Client ImplementationsPol Espinasa-Vilarrasa, Sílvia Sanvicente, Cristina Pérez-Solà, Jordi Herrera-Joancomartí. mdai 2024: 103-114 [doi]

An Axiomatic Definition of Non-discrete Möbius transformRyoji Fukuda, Aoi Honda, Yoshiaki Okazaki. mdai 2024: 19-30 [doi]

Sequential Cluster Extraction by Noise Clustering Based on Local Outlier FactorYukihiro Hamasuna, Yoshitomo Mori. mdai 2024: 77-89 [doi]

Comparative Study of Methods for Estimating Interval Priority Weights Focusing on the Accuracy in Selecting the Best AlternativeYeyang Hong, Masahiro Inuiguchi. mdai 2024: 61-73 [doi]

User-Centred Argumentation Analysis of Local Explanations in Explainable AINguyen Duy Hung, Van-Nam Huynh. mdai 2024: 127-139 [doi]

Revised Margin-Maximization Method for Fuzzy Nearest Prototype ClassificationYoshifumi Kusunoki. mdai 2024: 140-151 [doi]

Taste Media: Innovative Technology Transforms the Eating ExperienceHomei Miyashita. mdai 2024: 8-16 [doi]

The Past and Future of Fuzzy Measures and Fuzzy Integrals - -In Memory of Prof. Michio SugenoYasuo Narukawa, Katsushige Fujimoto, Vicenç Torra, Zuzana Ontkovicová. mdai 2024: 3-7 [doi]

On the Necessity of Counterfeits and Deletions for Continuous Data PublishingAdrián Tobar Nicolau, Javier Parra-Arnau, Jordi Forné. mdai 2024: 199-210 [doi]

Differentially Private Extreme Learning MachineHajime Ono, Tran Thi Phuong, Le Trieu Phong. mdai 2024: 165-176 [doi]

Bistochastically Private Release of Data Streams with Zero DelayNicolas Ruiz. mdai 2024: 152-164 [doi]

Studying the Impact of Edge Privacy on Link Prediction in Temporal GraphsJulián Salas, Carlos Borrego. mdai 2024: 177-186 [doi]

Entropies from f-DivergencesMateu Sbert, Min Chen 0001, Jordi Poch, Miquel Feixas, Shuning Chen. mdai 2024: 47-60 [doi]

A Poisoning-Resilient LDP Schema Leveraging Oblivious Transfer with the Hadamard TransformMasahiro Shimizu, Hiroaki Kikuchi. mdai 2024: 211-223 [doi]

Fuzzy Rough Choquet DistancesAdnan Theerens, Chris Cornelis. mdai 2024: 31-43 [doi]

Modeling Decisions for Artificial Intelligence - 21st International Conference, MDAI 2024, Tokyo, Japan, August 27-31, 2024, ProceedingsVicenç Torra, Yasuo Narukawa, Hiroaki Kikuchi, editors, Volume 14986 of Lecture Notes in Computer Science, Springer, 2024. [doi]

2023

Adapting the Gini's Index for Solving Predictive TasksEva Armengol. mdai 2023: 146-156 [doi]

Discrete Chain-Based Choquet-Like OperatorsMichal Boczek, Ondrej Hutník, Miriam Kleinová. mdai 2023: 83-95 [doi]

Coherent Upper Conditional Previsions Defined by Fractal Outer Measures to Represent the Unconscious Activity of Human BrainSerena Doria, Bilel Selmi. mdai 2023: 70-82 [doi]

Logic Aggregators and Their ImplementationsJozo Dujmovic, Vicenç Torra. mdai 2023: 3-42 [doi]

Constructive Set Function and Extraction of a k-dimensional ElementRyoji Fukuda, Aoi Honda, Yoshiaki Okazaki. mdai 2023: 58-69 [doi]

Predicting Next Whereabouts Using Deep LearningAna Paula Galarreta, Hugo Alatrista Salas, Miguel Núñez-del-Prado. mdai 2023: 214-225 [doi]

Preprocessing Matters: Automated Pipeline Selection for Fair ClassificationVladimiro González-Zelaya, Julián Salas, Dennis Prangle, Paolo Missier. mdai 2023: 202-213 [doi]

Local Differential Privacy Protocol for Making Key-Value Data Robust Against Poisoning AttacksHikaru Horigome, Hiroaki Kikuchi, Chia-Mu Yu. mdai 2023: 241-252 [doi]

Multi-target Decision Making Under Conditions of Severe UncertaintyChristoph Jansen, Georg Schollmeyer, Thomas Augustin. mdai 2023: 45-57 [doi]

Improved Spectral Norm Regularization for Neural NetworksAnton Johansson, Niklas Engsner, Claes Strannegård, Petter Mostad. mdai 2023: 181-201 [doi]

Conformal Prediction for Accuracy Guarantees in Classification with Reject OptionUlf Johansson, Tuwe Löfström, Cecilia Sönströd, Helena Löfström. mdai 2023: 133-145 [doi]

Bipolar OWA Operators with Continuous Input FunctionMartin Kalina. mdai 2023: 106-117 [doi]

A Generalization of Fuzzy c-Means with Variables Controlling Cluster SizeYuchi Kanzawa. mdai 2023: 226-237 [doi]

Cost-constrained Group Feature Selection Using Information TheoryTomasz Klonecki, Pawel Teisseyre, Jaesung Lee 0001. mdai 2023: 121-132 [doi]

Bayesian Logistic Model for Positive and Unlabeled DataMalgorzata Lazecka. mdai 2023: 157-168 [doi]

Differentially Private Graph Publishing Through Noise-Graph AdditionJulián Salas, Vladimiro González-Zelaya, Vicenç Torra, David Megías 0001. mdai 2023: 253-264 [doi]

A Goal-Oriented Specification Language for Reinforcement LearningSimon Schwan, Verena Klös, Sabine Glesner. mdai 2023: 169-180 [doi]

On a New Generalization of Decomposition IntegralsAdam Seliga. mdai 2023: 96-105 [doi]

Modeling Decisions for Artificial Intelligence - 20th International Conference, MDAI 2023, Umeå, Sweden, June 19-22, 2023, ProceedingsVicenç Torra, Yasuo Narukawa, editors, Volume 13890 of Lecture Notes in Computer Science, Springer, 2023. [doi]

2022

Estimation of Prediction Error with Regression TreesEva Armengol. mdai 2022: 193-202 [doi]

Re-calibrating Machine Learning Models Using Confidence Interval BoundsAndrea Campagner, Lorenzo Famiglini, Federico Cabitza. mdai 2022: 132-142 [doi]

A Strategic Approach Based on AND-OR Recommendation Trees for Updating Obsolete InformationSalma Chaieb, Ali Ben Mrad, Brahim Hnich. mdai 2022: 95-107 [doi]

Deep Attributed Graph EmbeddingsElisabetta Fersini, Simone Paolo Mottadelli, Michele Carbonera, Enza Messina. mdai 2022: 181-192 [doi]

Optimality Analysis for Stochastic LP ProblemsZhenzhong Gao, Masahiro Inuiguchi. mdai 2022: 3-14 [doi]

Measuring Fairness in Machine Learning Models via Counterfactual ExamplesRami Haffar, Ashneet Khandpur Singh, Josep Domingo-Ferrer, Najeeb Jebreel. mdai 2022: 119-131 [doi]

Representation and Interpretability of IE Integral Neural NetworksAoi Honda, Yudai Kamata, Simon James. mdai 2022: 168-180 [doi]

Improvement of Estimate Distribution with Local Differential PrivacyHikaru Horigome, Hiroaki Kikuchi. mdai 2022: 68-79 [doi]

Probabilistic Judgement Aggregation by Opinion UpdateMagdalena Ivanovska, Marija Slavkovik 0001. mdai 2022: 26-37 [doi]

Identification of Subjects Wearing a Surgical Mask from Their Speech by Means of X-vectors and Fisher VectorsJosé Vicente Egas López, Gábor Gosztolya. mdai 2022: 108-118 [doi]

Semiring-Valued Fuzzy Rough Sets and Colour SegmentationJirí Mockor, Petr Hurtík. mdai 2022: 38-50 [doi]

A Multi-perceptual-Based Approach for Group Decision AidingOlga Porro, Núria Agell, Mónica Sánchez, Francisco Javier Ruiz. mdai 2022: 15-25 [doi]

An Analysis of Byzantine-Tolerant Aggregation Mechanisms on Model Poisoning in Federated LearningMary Roszel, Robert Norvill, Radu State. mdai 2022: 143-155 [doi]

Bistochastic PrivacyNicolás Ruiz, Josep Domingo-Ferrer. mdai 2022: 53-67 [doi]

Geolocated Data Generation and Protection Using Generative Adversarial NetworksHugo Alatrista Salas, Peter Montalvo-Garcia, Miguel Núñez-del-Prado, Julián Salas. mdai 2022: 80-91 [doi]

Modeling Decisions for Artificial Intelligence - 19th International Conference, MDAI 2022, Sant Cugat, Spain, August 30 - September 2, 2022, ProceedingsVicenç Torra, Yasuo Narukawa, editors, Volume 13408 of Lecture Notes in Computer Science, Springer, 2022. [doi]

Effective Early Stopping of Point Cloud Neural NetworksThanasis Zoumpekas, Maria Salamó, Anna Puig. mdai 2022: 156-167 [doi]

2021

New Eliahou Semigroups and Verification of the Wilf Conjecture for Genus up to 65Maria Bras-Amorós, César Marín Rodríguez. mdai 2021: 17-27 [doi]

Are Sequential Patterns Shareable? Ensuring Individuals' PrivacyMiguel Núñez del Prado Cortez, Julián Salas, Hugo Alatrista Salas, Yoshitomi Maehara, David Megías. mdai 2021: 28-39 [doi]

Evidential Undersampling Approach for Imbalanced Datasets with Class-Overlapping and NoiseFares Grina, Zied Elouedi, Eric Lefevre. mdai 2021: 181-192 [doi]

Network Clustering with Controlled Node SizeYukihiro Hamasuna, Shusuke Nakano, Yasunori Endo. mdai 2021: 243-256 [doi]

Mass-Based Similarity Weighted k-Neighbor for Class ImbalanceAnh Hoang, Toan Nguyen Mau, Van-Nam Huynh. mdai 2021: 143-155 [doi]

Multiple Testing of Conditional Independence Hypotheses Using Information-Theoretic ApproachMalgorzata Lazecka, Jan Mielniczuk. mdai 2021: 81-92 [doi]

Density-Based Evaluation Metrics in Unsupervised Anomaly Detection ContextsRui Maia, Cláudia Antunes. mdai 2021: 311-322 [doi]

A Bayesian Interpretation of the Monty Hall Problem with Epistemic UncertaintyCristina E. Manfredotti, Paolo Viappiani. mdai 2021: 93-105 [doi]

Automated Attribute Weighting Fuzzy k-Centers Algorithm for Categorical Data ClusteringToan Nguyen Mau, Van-Nam Huynh. mdai 2021: 205-217 [doi]

Multinomial-Based Decision Synthesis of ML Classification OutputsAlan J. Michaels, Lauren J. Wong. mdai 2021: 156-167 [doi]

How the F-Transform Can Be Defined for Hesitant, Soft or Intuitionistic Fuzzy Sets?Jirí Mockor. mdai 2021: 106-117 [doi]

MEDICI: A Simple to Use Synthetic Social Network Data GeneratorDavid F. Nettleton, Sergio Nettleton, Marc Canal i Farriol. mdai 2021: 273-285 [doi]

Answer Passage Ranking Enhancement Using Shallow Linguistic FeaturesBahadorreza Ofoghi, Armita Zarnegar. mdai 2021: 286-298 [doi]

Modeling Decisions for Artificial Intelligence - 18th International Conference, MDAI 2021, Umeå, Sweden, September 27-30, 2021, ProceedingsVicenç Torra, Yasuo Narukawa, editors, Volume 12898 of Lecture Notes in Computer Science, Springer, 2021. [doi]

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