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MDAI (mdai)
Editions
Publications
Viewing Publication 1 - 100 from 565
2023
Adapting the Gini's Index for Solving Predictive Tasks
Eva Armengol
.
mdai 2023
:
146-156
[doi]
Discrete Chain-Based Choquet-Like Operators
Michal 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 Brain
Serena Doria
,
Bilel Selmi
.
mdai 2023
:
70-82
[doi]
Logic Aggregators and Their Implementations
Jozo Dujmovic
,
Vicenç Torra
.
mdai 2023
:
3-42
[doi]
Constructive Set Function and Extraction of a k-dimensional Element
Ryoji Fukuda
,
Aoi Honda
,
Yoshiaki Okazaki
.
mdai 2023
:
58-69
[doi]
Predicting Next Whereabouts Using Deep Learning
Ana Paula Galarreta
,
Hugo Alatrista Salas
,
Miguel Núñez-del-Prado
.
mdai 2023
:
214-225
[doi]
Preprocessing Matters: Automated Pipeline Selection for Fair Classification
Vladimiro 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 Attacks
Hikaru Horigome
,
Hiroaki Kikuchi
,
Chia-Mu Yu
.
mdai 2023
:
241-252
[doi]
Multi-target Decision Making Under Conditions of Severe Uncertainty
Christoph Jansen
,
Georg Schollmeyer
,
Thomas Augustin
.
mdai 2023
:
45-57
[doi]
Improved Spectral Norm Regularization for Neural Networks
Anton Johansson
,
Niklas Engsner
,
Claes Strannegård
,
Petter Mostad
.
mdai 2023
:
181-201
[doi]
Conformal Prediction for Accuracy Guarantees in Classification with Reject Option
Ulf Johansson
,
Tuwe Löfström
,
Cecilia Sönströd
,
Helena Löfström
.
mdai 2023
:
133-145
[doi]
Bipolar OWA Operators with Continuous Input Function
Martin Kalina
.
mdai 2023
:
106-117
[doi]
A Generalization of Fuzzy c-Means with Variables Controlling Cluster Size
Yuchi Kanzawa
.
mdai 2023
:
226-237
[doi]
Cost-constrained Group Feature Selection Using Information Theory
Tomasz Klonecki
,
Pawel Teisseyre
,
Jaesung Lee 0001
.
mdai 2023
:
121-132
[doi]
Bayesian Logistic Model for Positive and Unlabeled Data
Malgorzata Lazecka
.
mdai 2023
:
157-168
[doi]
Differentially Private Graph Publishing Through Noise-Graph Addition
Julián Salas
,
Vladimiro González-Zelaya
,
Vicenç Torra
,
David Megías 0001
.
mdai 2023
:
253-264
[doi]
A Goal-Oriented Specification Language for Reinforcement Learning
Simon Schwan
,
Verena Klös
,
Sabine Glesner
.
mdai 2023
:
169-180
[doi]
On a New Generalization of Decomposition Integrals
Adam Seliga
.
mdai 2023
:
96-105
[doi]
Modeling Decisions for Artificial Intelligence - 20th International Conference, MDAI 2023, Umeå, Sweden, June 19-22, 2023, Proceedings
Vicenç Torra
,
Yasuo Narukawa
, editors,
Volume 13890 of
Lecture Notes in Computer Science
, Springer,
2023.
[doi]
2022
Estimation of Prediction Error with Regression Trees
Eva Armengol
.
mdai 2022
:
193-202
[doi]
Re-calibrating Machine Learning Models Using Confidence Interval Bounds
Andrea Campagner
,
Lorenzo Famiglini
,
Federico Cabitza
.
mdai 2022
:
132-142
[doi]
A Strategic Approach Based on AND-OR Recommendation Trees for Updating Obsolete Information
Salma Chaieb
,
Ali Ben Mrad
,
Brahim Hnich
.
mdai 2022
:
95-107
[doi]
Deep Attributed Graph Embeddings
Elisabetta Fersini
,
Simone Paolo Mottadelli
,
Michele Carbonera
,
Enza Messina
.
mdai 2022
:
181-192
[doi]
Optimality Analysis for Stochastic LP Problems
Zhenzhong Gao
,
Masahiro Inuiguchi
.
mdai 2022
:
3-14
[doi]
Measuring Fairness in Machine Learning Models via Counterfactual Examples
Rami Haffar
,
Ashneet Khandpur Singh
,
Josep Domingo-Ferrer
,
Najeeb Jebreel
.
mdai 2022
:
119-131
[doi]
Representation and Interpretability of IE Integral Neural Networks
Aoi Honda
,
Yudai Kamata
,
Simon James
.
mdai 2022
:
168-180
[doi]
Improvement of Estimate Distribution with Local Differential Privacy
Hikaru Horigome
,
Hiroaki Kikuchi
.
mdai 2022
:
68-79
[doi]
Probabilistic Judgement Aggregation by Opinion Update
Magdalena 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 Vectors
José Vicente Egas López
,
Gábor Gosztolya
.
mdai 2022
:
108-118
[doi]
Semiring-Valued Fuzzy Rough Sets and Colour Segmentation
Jirí Mockor
,
Petr Hurtík
.
mdai 2022
:
38-50
[doi]
A Multi-perceptual-Based Approach for Group Decision Aiding
Olga 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 Learning
Mary Roszel
,
Robert Norvill
,
Radu State
.
mdai 2022
:
143-155
[doi]
Bistochastic Privacy
Nicolás Ruiz
,
Josep Domingo-Ferrer
.
mdai 2022
:
53-67
[doi]
Geolocated Data Generation and Protection Using Generative Adversarial Networks
Hugo 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, Proceedings
Vicenç Torra
,
Yasuo Narukawa
, editors,
Volume 13408 of
Lecture Notes in Computer Science
, Springer,
2022.
[doi]
Effective Early Stopping of Point Cloud Neural Networks
Thanasis Zoumpekas
,
Maria Salamó
,
Anna Puig
.
mdai 2022
:
156-167
[doi]
2021
Automatic Clustering of CT Scans of COVID-19 Patients Based on Deep Learning
Pierluigi Bemportato
,
Gabriella Casalino
,
Giovanna Castellano
,
Gennaro Vessio
.
mdai 2021
:
231-242
[doi]
New Eliahou Semigroups and Verification of the Wilf Conjecture for Genus up to 65
Maria Bras-Amorós
,
César Marín Rodríguez
.
mdai 2021
:
17-27
[doi]
Are Sequential Patterns Shareable? Ensuring Individuals' Privacy
Miguel Núñez del Prado Cortez
,
Julián Salas
,
Hugo Alatrista Salas
,
Yoshitomi Maehara
,
David Megías
.
mdai 2021
:
28-39
[doi]
Towards Machine Learning-Assisted Output Checking for Statistical Disclosure Control
Josep Domingo-Ferrer
,
Alberto Blanco-Justicia
.
mdai 2021
:
335-345
[doi]
Sequential Decision-Making Under Uncertainty Using Hybrid Probability-Possibility Functions
Didier Dubois
,
Hélène Fargier
,
Romain Guillaume
,
Agnès Rico
.
mdai 2021
:
54-66
[doi]
Numerical Comparison of Idempotent Andness-Directed Aggregators
Jozo Dujmovic
.
mdai 2021
:
67-77
[doi]
Andness-Directed Iterative OWA Aggregators
Jozo Dujmovic
.
mdai 2021
:
3-16
[doi]
Enhancing Social Recommenders with Implicit Preferences and Fuzzy Confidence Functions
Camilo A. Franco
,
Nicolás Hernández
,
Haydemar Núñez
.
mdai 2021
:
118-130
[doi]
On Two Generalizations for k-Additivity
Ryoji Fukuda
,
Aoi Honda
,
Yoshiaki Okazaki
.
mdai 2021
:
43-53
[doi]
A Necessity Measure of Fuzzy Inclusion Relation in Linear Programming Problems
Zhenzhong Gao
,
Masahiro Inuiguchi
.
mdai 2021
:
131-140
[doi]
Evidential Undersampling Approach for Imbalanced Datasets with Class-Overlapping and Noise
Fares Grina
,
Zied Elouedi
,
Eric Lefevre
.
mdai 2021
:
181-192
[doi]
Explaining Image Misclassification in Deep Learning via Adversarial Examples
Rami Haffar
,
Najeeb Moharram Jebreel
,
Josep Domingo-Ferrer
,
David Sánchez 0001
.
mdai 2021
:
323-334
[doi]
Network Clustering with Controlled Node Size
Yukihiro Hamasuna
,
Shusuke Nakano
,
Yasunori Endo
.
mdai 2021
:
243-256
[doi]
Mass-Based Similarity Weighted k-Neighbor for Class Imbalance
Anh Hoang
,
Toan Nguyen Mau
,
Van-Nam Huynh
.
mdai 2021
:
143-155
[doi]
Well-Calibrated and Sharp Interpretable Multi-Class Models
Ulf Johansson
,
Tuwe Löfström
,
Henrik Boström
.
mdai 2021
:
193-204
[doi]
q-Divergence Regularization of Bezdek-Type Fuzzy Clustering for Categorical Multivariate Data
Yuchi Kanzawa
.
mdai 2021
:
218-230
[doi]
Multiple Testing of Conditional Independence Hypotheses Using Information-Theoretic Approach
Malgorzata Lazecka
,
Jan Mielniczuk
.
mdai 2021
:
81-92
[doi]
Density-Based Evaluation Metrics in Unsupervised Anomaly Detection Contexts
Rui Maia
,
Cláudia Antunes
.
mdai 2021
:
311-322
[doi]
A Bayesian Interpretation of the Monty Hall Problem with Epistemic Uncertainty
Cristina E. Manfredotti
,
Paolo Viappiani
.
mdai 2021
:
93-105
[doi]
Automated Attribute Weighting Fuzzy k-Centers Algorithm for Categorical Data Clustering
Toan Nguyen Mau
,
Van-Nam Huynh
.
mdai 2021
:
205-217
[doi]
Multinomial-Based Decision Synthesis of ML Classification Outputs
Alan 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]
Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems
Carlos Mougan
,
David Masip
,
Jordi Nin
,
Oriol Pujol
.
mdai 2021
:
168-180
[doi]
MEDICI: A Simple to Use Synthetic Social Network Data Generator
David F. Nettleton
,
Sergio Nettleton
,
Marc Canal i Farriol
.
mdai 2021
:
273-285
[doi]
Answer Passage Ranking Enhancement Using Shallow Linguistic Features
Bahadorreza Ofoghi
,
Armita Zarnegar
.
mdai 2021
:
286-298
[doi]
Neural Embedded Dirichlet Processes for Topic Modeling
Miguel Palencia-Olivar
,
Stéphane Bonnevay
,
Alexandre Aussem
,
Bruno Canitia
.
mdai 2021
:
299-310
[doi]
Fairly Private Through Group Tagging and Relation Impact
Poushali Sengupta
,
Subhankar Mishra
.
mdai 2021
:
259-272
[doi]
Modeling Decisions for Artificial Intelligence - 18th International Conference, MDAI 2021, Umeå, Sweden, September 27-30, 2021, Proceedings
Vicenç Torra
,
Yasuo Narukawa
, editors,
Volume 12898 of
Lecture Notes in Computer Science
, Springer,
2021.
[doi]
2020
An Improved Bi-level Multi-objective Evolutionary Algorithm for the Production-Distribution Planning System
Malek Abbassi
,
Abir Chaabani
,
Lamjed Ben Said
.
mdai 2020
:
218-229
[doi]
Decision Trees as a Tool for Data Analysis. Elections in Barcelona: A Case Study
Eva Armengol
,
Àngel García-Cerdaña
.
mdai 2020
:
261-272
[doi]
Probabilistic Measures and Integrals: How to Aggregate Imprecise Data
Michal Boczek
,
Lenka Halcinová
,
Ondrej Hutník
,
Marek Kaluszka
.
mdai 2020
:
78-91
[doi]
Ensemble Learning, Social Choice and Collective Intelligence - An Experimental Comparison of Aggregation Techniques
Andrea Campagner
,
Davide Ciucci
,
Federico Cabitza
.
mdai 2020
:
53-65
[doi]
A Characterization of Belief Merging Operators in the Regular Horn Fragment of Signed Logic
Pilar Dellunde
.
mdai 2020
:
3-15
[doi]
Modeling Decisions in AI: Re-thinking Linda in Terms of Coherent Lower and Upper Conditional Previsions
Serena Doria
,
Alessandra Cenci
.
mdai 2020
:
41-52
[doi]
Distorted Probabilities and Bayesian Confirmation Measures
Andrea Ellero
,
Paola Ferretti
.
mdai 2020
:
92-103
[doi]
Modifying the Symbolic Aggregate Approximation Method to Capture Segment Trend Information
Muhammad Marwan Muhammad Fuad
.
mdai 2020
:
230-239
[doi]
Constructive k-Additive Measure and Decreasing Convergence Theorems
Ryoji Fukuda
,
Aoi Honda
,
Yoshiaki Okazaki
.
mdai 2020
:
104-116
[doi]
Explaining Misclassification and Attacks in Deep Learning via Random Forests
Rami Haffar
,
Josep Domingo-Ferrer
,
David Sánchez 0001
.
mdai 2020
:
273-285
[doi]
Towards Analogy-Based Explanations in Machine Learning
Eyke Hüllermeier
.
mdai 2020
:
205-217
[doi]
SentiRank: A System to Integrate Aspect-Based Sentiment Analysis and Multi-criteria Decision Support
Mohammed Jabreel
,
Najlaa Maaroof
,
Aïda Valls
,
Antonio Moreno
.
mdai 2020
:
142-153
[doi]
Efficient Detection of Byzantine Attacks in Federated Learning Using Last Layer Biases
Najeeb Jebreel
,
Alberto Blanco-Justicia
,
David Sánchez 0001
,
Josep Domingo-Ferrer
.
mdai 2020
:
154-165
[doi]
Generalization Property of Fuzzy Classification Function for Tsallis Entropy-Regularization of Bezdek-Type Fuzzy C-Means Clustering
Yuchi Kanzawa
.
mdai 2020
:
119-131
[doi]
Classifying Candidate Axioms via Dimensionality Reduction Techniques
Dario Malchiodi
,
Célia da Costa Pereira
,
Andrea G. B. Tettamanzi
.
mdai 2020
:
179-191
[doi]
Aggregating News Reporting Sentiment by Means of Hesitant Linguistic Terms
Jennifer Nguyen
,
Albert Armisen
,
Núria Agell
,
Ángel Saz
.
mdai 2020
:
252-260
[doi]
An Unsupervised Capacity Identification Approach Based on Sobol' Indices
Guilherme Dean Pelegrina
,
Leonardo Tomazeli Duarte
,
Michel Grabisch
,
João Marcos Travassos Romano
.
mdai 2020
:
66-77
[doi]
Efficiently Mining Gapped and Window Constraint Frequent Sequential Patterns
Hugo Alatrista Salas
,
Agustin Guevara-Cogorno
,
Yoshitomi Maehara
,
Miguel Núnez-del-Prado
.
mdai 2020
:
240-251
[doi]
Fair-MDAV: An Algorithm for Fair Privacy by Microaggregation
Julián Salas
,
Vladimiro González-Zelaya
.
mdai 2020
:
286-297
[doi]
Stochastic Orders on Two-Dimensional Space: Application to Cross Entropy
Mateu Sbert
,
Yuji Yoshida
.
mdai 2020
:
28-40
[doi]
Modeling Decisions for Artificial Intelligence - 17th International Conference, MDAI 2020, Sant Cugat, Spain, September 2-4, 2020, Proceedings
Vicenç Torra
,
Yasuo Narukawa
,
Jordi Nin
,
Núria Agell
, editors,
Volume 12256 of
Lecture Notes in Computer Science
, Springer,
2020.
[doi]
Sampling Unknown Decision Functions to Build Classifier Copies
Irene Unceta
,
Diego Palacios
,
Jordi Nin
,
Oriol Pujol
.
mdai 2020
:
192-204
[doi]
Multi-object Tracking Combines Motion and Visual Information
Fan Wang
,
En Zhu
,
Lei Luo
,
Jun Long
.
mdai 2020
:
166-178
[doi]
Nonparametric Bayesian Nonnegative Matrix Factorization
Hong-Bo Xie
,
Caoyuan Li
,
Kerrie L. Mengersen
,
Shuliang Wang
,
Richard Yi Da Xu
.
mdai 2020
:
132-141
[doi]
Bivariate Risk Measures and Stochastic Orders
Yuji Yoshida
.
mdai 2020
:
16-27
[doi]
2019
An Evidential Clustering for Collaborative Filtering Based on Users' Preferences
Raoua Abdelkhalek
,
Imen Boukhris
,
Zied Elouedi
.
mdai 2019
:
224-235
[doi]
Betweenness Spaces: Morphism and Aggregation Functions
Marta Cardin
.
mdai 2019
:
92-97
[doi]
Fuzzy Confirmation Measures (a)symmetry Properties
Emilio Celotto
,
Andrea Ellero
,
Paola Ferretti
.
mdai 2019
:
52-63
[doi]
On Idempotent n-ary Uninorms
Jimmy Devillet
,
Gergely Kiss
,
Jean-Luc Marichal
.
mdai 2019
:
98-104
[doi]
Multilayer Identification: Combining N-Grams, TF-IDF and Monge-Elkan in Massive Real Time Processing
Ignacio González
,
Alfonso Mateos
.
mdai 2019
:
213-223
[doi]
Uninorms and Nullnorms and their Idempotent Versions on Bounded Posets
Martin Kalina
.
mdai 2019
:
126-137
[doi]
Convergence in Measure Theorems of the Choquet Integral Revisited
Jun Kawabe
.
mdai 2019
:
17-28
[doi]
On Aggregation of Risk Levels Using T-Conorms
Maris Krastins
.
mdai 2019
:
105-112
[doi]
Mitigating the Curse of Dimensionality in Data Anonymization
Jordi Soria-Comas
,
Josep Domingo-Ferrer
.
mdai 2019
:
346-355
[doi]
Efficient Near-Optimal Variable-Size Microaggregation
Jordi Soria-Comas
,
Josep Domingo-Ferrer
,
Rafael Mulero-Vellido
.
mdai 2019
:
333-345
[doi]
Risk-Sensitive Markov Decision Under Risk Constraints with Coherent Risk Measures
Yuji Yoshida
.
mdai 2019
:
29-40
[doi]
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