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MDAI
2004
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2017
2023
2004
2023
Keyphrases
Publications
2023
Ulf Johansson
,
Tuwe Löfström
,
Cecilia Sönströd
,
Helena Löfström
Conformal Prediction for Accuracy Guarantees in Classification with Reject Option.
MDAI
(2023)
Tomasz Klonecki
,
Pawel Teisseyre
,
Jaesung Lee
Cost-constrained Group Feature Selection Using Information Theory.
MDAI
(2023)
Serena Doria
,
Bilel Selmi
Coherent Upper Conditional Previsions Defined by Fractal Outer Measures to Represent the Unconscious Activity of Human Brain.
MDAI
(2023)
Vladimiro González-Zelaya
,
Julián Salas
,
Dennis Prangle
,
Paolo Missier
Preprocessing Matters: Automated Pipeline Selection for Fair Classification.
MDAI
(2023)
Christoph Jansen
,
Georg Schollmeyer
,
Thomas Augustin
Multi-target Decision Making Under Conditions of Severe Uncertainty.
MDAI
(2023)
Yuchi Kanzawa
A Generalization of Fuzzy c-Means with Variables Controlling Cluster Size.
MDAI
(2023)
Michal Boczek
,
Ondrej Hutník
,
Miriam Kleinová
Discrete Chain-Based Choquet-Like Operators.
MDAI
(2023)
Julián Salas
,
Vladimiro González-Zelaya
,
Vicenç Torra
,
David Megías
Differentially Private Graph Publishing Through Noise-Graph Addition.
MDAI
(2023)
Ana Paula Galarreta
,
Hugo Alatrista-Salas
,
Miguel Núñez-del-Prado
Predicting Next Whereabouts Using Deep Learning.
MDAI
(2023)
Simon Schwan
,
Verena Klös
,
Sabine Glesner
A Goal-Oriented Specification Language for Reinforcement Learning.
MDAI
(2023)
Eva Armengol
Adapting the Gini's Index for Solving Predictive Tasks.
MDAI
(2023)
Malgorzata Lazecka
Bayesian Logistic Model for Positive and Unlabeled Data.
MDAI
(2023)
Anton Johansson
,
Niklas Engsner
,
Claes Strannegård
,
Petter Mostad
Improved Spectral Norm Regularization for Neural Networks.
MDAI
(2023)
Jozo Dujmovic
,
Vicenç Torra
Logic Aggregators and Their Implementations.
MDAI
(2023)
Martin Kalina
Bipolar OWA Operators with Continuous Input Function.
MDAI
(2023)
Ryoji Fukuda
,
Aoi Honda
,
Yoshiaki Okazaki
Constructive Set Function and Extraction of a k-dimensional Element.
MDAI
(2023)
Hikaru Horigome
,
Hiroaki Kikuchi
,
Chia-Mu Yu
Local Differential Privacy Protocol for Making Key-Value Data Robust Against Poisoning Attacks.
MDAI
(2023)
Adam Seliga
On a New Generalization of Decomposition Integrals.
MDAI
(2023)
volume 13890, 2023
Modeling Decisions for Artificial Intelligence - 20th International Conference, MDAI 2023, Umeå, Sweden, June 19-22, 2023, Proceedings
MDAI
13890 (2023)
2022
Nicolás Ruiz
,
Josep Domingo-Ferrer
Bistochastic Privacy.
MDAI
(2022)
Jirí Mockor
,
Petr Hurtík
Semiring-Valued Fuzzy Rough Sets and Colour Segmentation.
MDAI
(2022)
Olga Porro
,
Núria Agell
,
Mónica Sánchez
,
Francisco Javier Ruiz
A Multi-perceptual-Based Approach for Group Decision Aiding.
MDAI
(2022)
Zhenzhong Gao
,
Masahiro Inuiguchi
Optimality Analysis for Stochastic LP Problems.
MDAI
(2022)
Elisabetta Fersini
,
Simone Paolo Mottadelli
,
Michele Carbonera
,
Enza Messina
Deep Attributed Graph Embeddings.
MDAI
(2022)
Andrea Campagner
,
Lorenzo Famiglini
,
Federico Cabitza
Re-calibrating Machine Learning Models Using Confidence Interval Bounds.
MDAI
(2022)
Salma Chaieb
,
Ali Ben Mrad
,
Brahim Hnich
A Strategic Approach Based on AND-OR Recommendation Trees for Updating Obsolete Information.
MDAI
(2022)
Thanasis Zoumpekas
,
Maria Salamó
,
Anna Puig
Effective Early Stopping of Point Cloud Neural Networks.
MDAI
(2022)
Rami Haffar
,
Ashneet Khandpur Singh
,
Josep Domingo-Ferrer
,
Najeeb Jebreel
Measuring Fairness in Machine Learning Models via Counterfactual Examples.
MDAI
(2022)
Mary Roszel
,
Robert Norvill
,
Radu State
An Analysis of Byzantine-Tolerant Aggregation Mechanisms on Model Poisoning in Federated Learning.
MDAI
(2022)
Magdalena Ivanovska
,
Marija Slavkovik
Probabilistic Judgement Aggregation by Opinion Update.
MDAI
(2022)
José Vicente Egas López
,
Gábor Gosztolya
Identification of Subjects Wearing a Surgical Mask from Their Speech by Means of X-vectors and Fisher Vectors.
MDAI
(2022)
Hikaru Horigome
,
Hiroaki Kikuchi
Improvement of Estimate Distribution with Local Differential Privacy.
MDAI
(2022)
Aoi Honda
,
Yudai Kamata
,
Simon James
Representation and Interpretability of IE Integral Neural Networks.
MDAI
(2022)
Hugo Alatrista-Salas
,
Peter Montalvo-Garcia
,
Miguel Núñez-del-Prado
,
Julián Salas
Geolocated Data Generation and Protection Using Generative Adversarial Networks.
MDAI
(2022)
Eva Armengol
Estimation of Prediction Error with Regression Trees.
MDAI
(2022)
volume 13408, 2022
Modeling Decisions for Artificial Intelligence - 19th International Conference, MDAI 2022, Sant Cugat, Spain, August 30 - September 2, 2022, Proceedings
MDAI
13408 (2022)
2021
Josep Domingo-Ferrer
,
Alberto Blanco-Justicia
Towards Machine Learning-Assisted Output Checking for Statistical Disclosure Control.
MDAI
(2021)
Camilo A. Franco
,
Nicolás Hernández
,
Haydemar Núñez
Enhancing Social Recommenders with Implicit Preferences and Fuzzy Confidence Functions.
MDAI
(2021)
Toan Nguyen Mau
,
Van-Nam Huynh
Automated Attribute Weighting Fuzzy k-Centers Algorithm for Categorical Data Clustering.
MDAI
(2021)
Jozo Dujmovic
Numerical Comparison of Idempotent Andness-Directed Aggregators.
MDAI
(2021)
Malgorzata Lazecka
,
Jan Mielniczuk
Multiple Testing of Conditional Independence Hypotheses Using Information-Theoretic Approach.
MDAI
(2021)
Pierluigi Bemportato
,
Gabriella Casalino
,
Giovanna Castellano
,
Gennaro Vessio
Automatic Clustering of CT Scans of COVID-19 Patients Based on Deep Learning.
MDAI
(2021)
Alan J. Michaels
,
Lauren J. Wong
Multinomial-Based Decision Synthesis of ML Classification Outputs.
MDAI
(2021)
Ryoji Fukuda
,
Aoi Honda
,
Yoshiaki Okazaki
On Two Generalizations for k-Additivity.
MDAI
(2021)
Ulf Johansson
,
Tuwe Löfström
,
Henrik Boström
Well-Calibrated and Sharp Interpretable Multi-Class Models.
MDAI
(2021)
Didier Dubois
,
Hélène Fargier
,
Romain Guillaume
,
Agnès Rico
Sequential Decision-Making Under Uncertainty Using Hybrid Probability-Possibility Functions.
MDAI
(2021)
Cristina E. Manfredotti
,
Paolo Viappiani
A Bayesian Interpretation of the Monty Hall Problem with Epistemic Uncertainty.
MDAI
(2021)
Anh Hoang
,
Toan Nguyen Mau
,
Van-Nam Huynh
Mass-Based Similarity Weighted k-Neighbor for Class Imbalance.
MDAI
(2021)
Rui Maia
,
Cláudia Antunes
Density-Based Evaluation Metrics in Unsupervised Anomaly Detection Contexts.
MDAI
(2021)
volume 12898, 2021
Modeling Decisions for Artificial Intelligence - 18th International Conference, MDAI 2021, Umeå, Sweden, September 27-30, 2021, Proceedings
MDAI
12898 (2021)