Arnaud Martin

Géry Casiez

Proceedings of the 35th Conference on l'Interaction Humain-Machine, 2024

Méthode crédibiliste pour l'extraction d'incertitudes sans dépendance aux observations.

[BibT_eX]

[DOI]

Vincent Lemaire

Proceedings of the Extraction et Gestion des Connaissances, 2024

2023

Evidential Random Forests.

[BibT_eX]

[DOI]

Expert Syst. Appl., November, 2023

On Computing Evidential Centroid Through Conjunctive Combination: An Impossibility Theorem.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., June, 2023

Estimation of the qualification and behavior of a contributor and aggregation of his answers in a crowdsourcing context.

[BibT_eX]

[DOI]

Expert Syst. Appl., April, 2023

BSC: Belief Shift Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., March, 2023

Evidential uncertainties on rich labels for active learning.

[BibT_eX]

[DOI]

Vincent Lemaire

CoRR, 2023

Modeling evolutionary responses in crowdsourcing MCQ using belief function theory.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Datasets with Rich Labels for Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

2022

Learning a Credal Classifier With Optimized and Adaptive Multiestimation for Missing Data Imputation.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2022

Evidential prototype-based clustering based on transfer learning.

[BibT_eX]

[DOI]

Mei Guo

Int. J. Approx. Reason., 2022

Belief functions on ordered frames of discernment.

[BibT_eX]

[DOI]

Camille Noûs

CoRR, 2022

Reliability-Based Imbalanced Data Classification with Dempster-Shafer Theory.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2022

Real Bird Dataset with Imprecise and Uncertain Values.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2022

Belief Functions on Ordered Frames of Discernment.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2022

Imperfect Labels with Belief Functions for Active Learning.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2022

2021

Dynamic evidential clustering algorithm.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

A distance for evidential preferences with application to group decision making.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Heterogeneous information fusion: Combination of multiple supervised and unsupervised classification methods based on belief functions.

[BibT_eX]

[DOI]

Na Li

Rémi Estival

Inf. Sci., 2021

Evidential Nearest Neighbours in Active Learning.

[BibT_eX]

[DOI]

Daniel Zhu

Vincent Lemaire

Proceedings of the Workshop on Interactive Adaptive Learning (IAL 2021) co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2021), 2021

Evidential Clustering Based on Transfer Learning.

[BibT_eX]

[DOI]

Mei Guo

Proceedings of the Belief Functions: Theory and Applications, 2021

Fast Unfolding of Credal Partitions in Evidential Clustering.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2021

Unequal Singleton Pair Distance for Evidential Preference Clustering.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2021

Credal Clustering for Imbalanced Data.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2021

Validation of Smets' Hypothesis in the Crowdsourcing Environment.

[BibT_eX]

[DOI]

Virginie Courtier-Orgogozo

Proceedings of the Belief Functions: Theory and Applications, 2021

2020

Gephebase, a database of genotype-phenotype relationships for natural and domesticated variation in Eukaryotes.

[BibT_eX]

[DOI]

Nucleic Acids Res., 2020

Evidential positive opinion influence measures for viral marketing.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2020

Data Lake Governance: Towards a Systemic and Natural Ecosystem Analogy.

[BibT_eX]

[DOI]

Marzieh Derakhshannia

Future Internet, 2020

Modélisation de l'incertitude et de l'imprécision de données de crowdsourcing : MONITOR.

[BibT_eX]

[DOI]

Proceedings of the Extraction et Gestion des Connaissances, 2020

2019

Life and Death of Data in Data Lakes: Preserving Data Usability and Responsible Governance.

[BibT_eX]

[DOI]

Marzieh Derakhshannia

Proceedings of the Internet Science - 6th International Conference, 2019

Modeling Uncertainty and Inaccuracy on Data from Crowdsourcing Platforms: MONITOR.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

A Belief Approach for Detecting Spammed Links in Social Networks.

[BibT_eX]

[DOI]

Salma Ben Dhaou

Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019

Conflict Management in Information Fusion with Belief Functions.

[BibT_eX]

[DOI]

Proceedings of the Information Quality in Information Fusion and Decision Making, 2019

2018

Combination of Classifiers With Optimal Weight Based on Evidential Reasoning.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2018

An evidential method for correcting noisy information in social network.

[BibT_eX]

[DOI]

Salma Ben Dhaou

Online Soc. Networks Media, 2018

SELP: Semi-supervised evidential label propagation algorithm for graph data clustering.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2018

Contributors profile modelization in crowdsourcing platforms.

[BibT_eX]

[DOI]

CoRR, 2018

A belief combination rule for a large number of sources.

[BibT_eX]

[DOI]

CoRR, 2018

Exploiting Inter- and Intra-Base Crossing with Multi-Mappings: Application to Environmental Data.

[BibT_eX]

[DOI]

Hicham Hajj-Hassan

Anne Laurent

Big Data Cogn. Comput., 2018

Independence of Sources in Social Networks.

[BibT_eX]

[DOI]

Manel Chehibi

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

Measuring the Expertise of Workers for Crowdsourcing Applications.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Management, 2018

Combination of Supervised Learning and Unsupervised Learning Based on Object Association for Land Cover Classification.

[BibT_eX]

[DOI]

Na Li

Rémi Estival

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

A Clustering Model for Uncertain Preferences Based on Belief Functions.

[BibT_eX]

[DOI]

Proceedings of the Big Data Analytics and Knowledge Discovery, 2018

Evidential Community Detection Based on Density Peaks.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2018

An Empirical Study to Determine the Optimal k in Ek-NNclus Method.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2018

Evidential Independence Maximization on Twitter Network.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2018

2017

Two evidential data based models for influence maximization in Twitter.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2017

Conflict management in information fusion with belief functions.

[BibT_eX]

[DOI]

CoRR, 2017

Belief Measure of Expertise for Experts Detection in Question Answering Communities: case study Stack Overflow.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017

Evidence combination for a large number of sources.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Information Fusion, 2017

Preference fusion and Condorcet's paradox under uncertainty.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Information Fusion, 2017

An automatic water detection approach based on Dempster-Shafer theory for multi-spectral images.

[BibT_eX]

[DOI]

Na Li

Rémi Estival

Proceedings of the 20th International Conference on Information Fusion, 2017

The advantage of evidential attributes in social networks.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Information Fusion, 2017

Une mesure d'expertise pour le crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

A Reliability-Based Approach for Influence Maximization Using the Evidence Theory.

[BibT_eX]

[DOI]

Proceedings of the Big Data Analytics and Knowledge Discovery, 2017

Belief Temporal Analysis of Expert Users: Case Study Stack Overflow.

[BibT_eX]

[DOI]

Proceedings of the Big Data Analytics and Knowledge Discovery, 2017

2016

Introduction.

[BibT_eX]

[DOI]

Fabien Gandon

Rev. d'Intelligence Artif., 2016

ECMdd: Evidential c-medoids clustering with multiple prototypes.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Adaptive imputation of missing values for incomplete pattern classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

The Belief Noisy-OR Model Applied to Network Reliability Analysis.

[BibT_eX]

[DOI]

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2016

Multidisciplinary Project Based Learning Within a Collaborative Framework: A Case Study on Urban Drone Conception.

[BibT_eX]

[DOI]

Sébastien Jacques

Sébastien Bissey

Int. J. Emerg. Technol. Learn., 2016

Maximizing positive opinion influence using an evidential approach.

[BibT_eX]

[DOI]

CoRR, 2016

Evidential Label Propagation Algorithm for Graphs.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Information Fusion, 2016

Semi-supervised Evidential Label Propagation Algorithm for Graph Data.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2016

Characterization of Experts in Crowdsourcing Platforms.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2016

2015

Median evidential c-means algorithm and its application to community detection.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2015

Combining partially independent belief functions.

[BibT_eX]

[DOI]

Decis. Support Syst., 2015

A similarity-based community detection method with multiple prototype representation.

[BibT_eX]

[DOI]

CoRR, 2015

Int{é}gration d'une mesure d'ind{é}pendance pour la fusion d'informations.

[BibT_eX]

[DOI]

CoRR, 2015

Belief Hidden Markov Model for speech recognition.

[BibT_eX]

[DOI]

CoRR, 2015

Consid{é}rant la d{é}pendance dans la th{é}orie des fonctions de croyance.

[BibT_eX]

[DOI]

CoRR, 2015

Evidential relational clustering using medoids.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Information Fusion, 2015

Classification of incomplete patterns based on the fusion of belief functions.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Information Fusion, 2015

Dynamic Time Warping Distance for Message Propagation Classification in Twitter.

[BibT_eX]

[DOI]

Ludovic Liétard

Hend Ben Hadji

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2015

2014

Evidential-EM Algorithm Applied to Progressively Censored Observations.

[BibT_eX]

[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Evidential Communities for Complex Networks.

[BibT_eX]

[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Classification of Message Spreading in a Heterogeneous Social Network.

[BibT_eX]

[DOI]

Ludovic Liétard

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Uncertainty in Ontology Matching: A Decision Rule-Based Approach.

[BibT_eX]

[DOI]

Amira Essaid

Grégory Smits

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Trolls Identification within an Uncertain Framework.

[BibT_eX]

[DOI]

Imen Ouled Dlala

Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

Considérant la dépendance dans la théorie des fonctions de croyance.

[BibT_eX]

[DOI]

Proceedings of the Fouille de Données Complexes, 2014, 2014

Second-Order Belief Hidden Markov Models.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2014

Belief Hierarchical Clustering.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2014

Designing a Belief Function-Based Accessibility Indicator to Improve Web Browsing for Disabled People.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2014

Belief Approach for Social Networks.

[BibT_eX]

[DOI]

Salma Ben Dhaou

Proceedings of the Belief Functions: Theory and Applications, 2014

A Distance-Based Decision in the Credal Level.

[BibT_eX]

[DOI]

Amira Essaid

Grégory Smits

Proceedings of the Artificial Intelligence and Symbolic Computation, 2014

2013

Étude statistique du fouillis de mer à partir de lois alpha-stables.

[BibT_eX]

[DOI]

Majid Rochdi

Traitement du Signal, 2013

Features modeling with an α-stable distribution: Application to pattern recognition based on continuous belief functions.

[BibT_eX]

[DOI]

Inf. Fusion, 2013

Inclusion within continuous belief functions.

[BibT_eX]

[DOI]

Pierre-Emmanuel Doré

Proceedings of the 16th International Conference on Information Fusion, 2013

2012

Editorial.

[BibT_eX]

[DOI]

Marie-Hélène Masson

Int. J. Approx. Reason., 2012

A Distance between Continuous Belief Functions.

[BibT_eX]

[DOI]

Pierre-Emmanuel Doré

Proceedings of the Scalable Uncertainty Management - 6th International Conference, 2012

Positive and Negative Dependence for Evidential Database Enrichment.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2012

Gestion et évolution de profils Multicritères de décideur par apprentissage pour l'aide à la Décision .

[BibT_eX]

[DOI]

Pascale Zaraté

Guy Camilleri

Proceedings of the Actes du XXXème Congrès INFORSID, Montpellier, France, 29 - 31 mai 2012, 2012

Characterization of em sea clutter with α-stable distribution.

[BibT_eX]

[DOI]

Majid Rochdi

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Comparative study of contradiction measures in the theory of belief functions.

[BibT_eX]

[DOI]

Deqiang Han

Proceedings of the 15th International Conference on Information Fusion, 2012

Combinaison de classification supervisée, non-supervisée par la théorie des fonctions de croyance.

[BibT_eX]

[DOI]

Fatma Karem

Mounir Dhibi

Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

About Conflict in the Theory of Belief Functions.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2012

Combination of Supervised and Unsupervised Classification Using the Theory of Belief Functions.

[BibT_eX]

[DOI]

Fatma Karem

Mounir Dhibi

Proceedings of the Belief Functions: Theory and Applications, 2012

A Comparison between a Bayesian Approach and a Method Based on Continuous Belief Functions for Pattern Recognition.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2012

About Sources Dependence in the Theory of Belief Functions.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2012

2011

Recalage et fusion d'images sonar multivues : critère de dissimilarité et ignorance.

[BibT_eX]

[DOI]

Cedric Rominger

Proceedings of the Fouille de données complexes. Complexité liée aux données multiples, 2011

Estimation de la fiabilité des sources des bases de données évidentielles.

[BibT_eX]

[DOI]

Proceedings of the Fouille de données complexes. Complexité liée aux données multiples, 2011

Contradiction measures and specificity degrees of basic belief assignments.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information Fusion, 2011

Mesure de concordance pour les bases de données évidentielles.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

Continuous Belief Functions to Qualify Sensors Performances.

[BibT_eX]

[DOI]

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2011

2010

Belief functions induced by multimodal probability density functions, an application to the search and rescue problem.

[BibT_eX]

[DOI]

RAIRO Oper. Res., 2010

Support vector regression of membership functions and belief functions - Application for pattern recognition.

[BibT_eX]

[DOI]

Inf. Fusion, 2010

Continuous belief functions and α-stable distributions.

[BibT_eX]

[DOI]

Proceedings of the 13th Conference on Information Fusion, 2010

Models of belief functions - Impacts for patterns recognitions.

[BibT_eX]

[DOI]

Pierre-Emmanuel Doré

Proceedings of the 13th Conference on Information Fusion, 2010

Le conflit dans la théorie des fonctions de croyance.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

2009

Comments on "A new combination of evidence based on compromise" by K. Yamada.

[BibT_eX]

[DOI]

Jean Dezert

Fuzzy Sets Syst., 2009

General combination rules for qualitative and quantitative beliefs

[BibT_eX]

[DOI]

Jean Dezert

CoRR, 2009

Sonar image registration based on conflict from the theory of belief functions.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Information Fusion, 2009

Reliability and combination rule in the theory of belief functions.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Information Fusion, 2009

Multi-view fusion based on belief functions for seabed recognition.

[BibT_eX]

[DOI]

Hicham Laanaya

Proceedings of the 12th International Conference on Information Fusion, 2009

Theory of belief functions for information combination and update in search and rescue operations.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Information Fusion, 2009

2008

General Combination Rules for Qualitative and Quantitative Beliefs.

[BibT_eX]

[DOI]

Jean Dezert

J. Adv. Inf. Fusion, 2008

Implementing general belief function framework with a practical codification for low complexity

[BibT_eX]

[DOI]

CoRR, 2008

Belief decision support and reject for textured images characterization

[BibT_eX]

[DOI]

CoRR, 2008

Generalized proportional conflict redistribution rule applied to Sonar imagery and Radar targets classification

[BibT_eX]

[DOI]

CoRR, 2008

Experts Fusion and Multilayer Perceptron Based on Belief Learning for Sonar Image Classification

[BibT_eX]

[DOI]

CoRR, 2008

Une nouvelle règle de combinaison répartissant le conflit - Applications en imagerie Sonar et classification de cibles Radar

[BibT_eX]

[DOI]

CoRR, 2008

Human expert fusion for image classification

[BibT_eX]

[DOI]

CoRR, 2008

A new generalization of the proportional conflict redistribution rule stable in terms of decision

[BibT_eX]

[DOI]

CoRR, 2008

Fusion for Evaluation of Image Classification in Uncertain Environments

[BibT_eX]

[DOI]

CoRR, 2008

Discrete labels and rich foci in theory of evidence.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Information Fusion, 2008

Decision support with belief functions theory for seabed characterization.

[BibT_eX]

[DOI]

Isabelle Quidu

Proceedings of the 11th International Conference on Information Fusion, 2008

Conflict measure for the discounting operation on belief functions.

[BibT_eX]

[DOI]

Anne-Laure Jousselme

Proceedings of the 11th International Conference on Information Fusion, 2008

Classifier fusion for post-classification of textured images.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Information Fusion, 2008

2007

Bistatic Radar Imaging of the Marine Environment - Part II: Simulation and Results Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2007

Bistatic Radar Imaging of the Marine Environment - Part I: Theoretical Background.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2007

Obtaining a ship's speed and direction from its Kelvin wake spectrum using stochastic matched filtering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

Toward a combination rule to deal with partial conflict and specificity in belief functions theory.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Information Fusion, 2007

Régression floue et crédibiliste par SVM pour la classification des images sonar.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007

2006

Robust speech/non-speech detection based on LDA-derived parameter and voicing parameter for speech recognition in noisy environments.

[BibT_eX]

[DOI]

Speech Commun., 2006

Evaluation for uncertain image classification and segmentation.

[BibT_eX]

[DOI]

Hicham Laanaya

Pattern Recognit., 2006

Understanding the large family of Dempster-Shafer theory's fusion operators - a decision-based measure.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Information Fusion, 2006

Fusion for Evaluation of Image Classication in Uncertain Environments.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Information Fusion, 2006

2005

Fusion de classifieurs pour la classification d'images sonar.

[BibT_eX]

[DOI]

Proceedings of the Extraction des connaissances : Etat et perspectives (Ateliers de la conférence EGC'2005), 2005

2004

Détection par SVM - Application à la détection de churn en téléphonie mobile prépayée.

[BibT_eX]

[DOI]

Cédric Archaux

Proceedings of the Extraction et gestion des connaissances (EGC'2004), 2004

2003

Towards improving speech detection robustness for speech recognition in adverse conditions.

[BibT_eX]

[DOI]

Lamia Karray

Speech Commun., 2003

Voicing parameter and energy based speech/non-speech detection for speech recognition in adverse conditions.

[BibT_eX]

[DOI]

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

2001

Robust speech/non-speech detection using LDA applied to MFCC for continuous speech recognition.

[BibT_eX]

[DOI]

Géraldine Damnati

Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

Robust speech/non-speech detection using LDA applied to MFCC.

[BibT_eX]

[DOI]

Delphine Charlet

Proceedings of the IEEE International Conference on Acoustics, 2001

2000

High order statistics for robust speech/non-speech detection.

[BibT_eX]

[DOI]