Thierry Denoeux

Overview

Best Publications

• A k-nearest neighbor classification rule based on Dempster-Shafer theory

  Unknown

  1315
  Citations

• A neural network classifier based on Dempster-Shafer theory

  Unknown

  508
  Citations

• ECM: An evidential version of the fuzzy c

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  453
  Citations

• An evidence-theoretic k-NN rule with parameter optimization

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  338
  Citations

• EVCLUS: evidential clustering of proximity data

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  294
  Citations

• Maximum Likelihood Estimation from Uncertain Data in the Belief Function Framework

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  291
  Citations

• Decision-Making with Belief Functions: a Review

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  240
  Citations

• Analysis of evidence-theoretic decision rules for pattern classification

  Unknown

  227
  Citations

• Classification Using Belief Functions: Relationship Between Case-Based and Model-Based Approaches

  T. Denoeux;P. Smets

  189
  Citations

• Refined modeling of sensor reliability in the belief function framework using contextual discounting

  Unknown

  171
  Citations

• Handling possibilistic labels in pattern classification using evidential reasoning

  Unknown

  165
  Citations

• An evidential classifier based on Dempster-Shafer theory and deep learning

  Unknown

  162
  Citations

• Logistic Regression, Neural Networks and Dempster-Shafer Theory: a New Perspective

  Unknown

  154
  Citations

• Initializing back propagation networks with prototypes

  Unknown

  152
  Citations

• Combination of Transferable Classification With Multisource Domain Adaptation Based on Evidential Reasoning

  Unknown

  141
  Citations

• Inferring a possibility distribution from empirical data

  Unknown

  137
  Citations

• Classifier fusion in the Dempster-Shafer framework using optimized t-norm based combination rules

  Unknown

  130
  Citations

• Fault diagnosis in railway track circuits using Dempster-Shafer classifier fusion

  Unknown

  129
  Citations

• Maximum likelihood estimation from fuzzy data using the EM algorithm

  Unknown

  105
  Citations

• Belief rule-based classification system

  Lianmeng Jiao;Quan Pan;Thierry Denœux;Yan Liang

  91
  Citations

• Modeling vague beliefs using fuzzy-valued belief structures

  Unknown

  89
  Citations

• A Hybrid Belief Rule-Based Classification System Based on Uncertain Training Data and Expert Knowledge

  Lianmeng Jiao;Thierry Denoeux;Quan Pan

  58
  Citations

• Multimodal information fusion for urban scene understanding

  Philippe Xu;Franck Davoine;Jean-Baptiste Bordes;Huijing Zhao

  48
  Citations

• Dissimilarity Metric Learning in the Belief Function Framework

  Chunfeng Lian;Su Ruan;Thierry Denoux

  33
  Citations

• Map matching algorithm using belief function theory

  G. Nassreddine;F. Abdallah;T. Denoeux

  20
  Citations

• Distributed data fusion: application to confidence management in vehicular networks

  V. Cherfaoui;T. Denoeux;Z.L. Cherfi

  19
  Citations

• Belief Function-Based Semi-Supervised Learning For Brain Tumor Segmentation

  Ling Huang;Su Ruan;Thierry Denoux

  16
  Citations

• Covid-19 Classification with Deep Neural Network and Belief Functions

  Ling Huang;Su Ruan;Thierry Denoeux

  16
  Citations

• Robust Cancer Treatment Outcome Prediction Dealing with Small-Sized and Imbalanced Data from FDG-PET Images

  Chunfeng Lian;Chunfeng Lian;Su Ruan;Thierry Denœux;Hua Li

  8
  Citations

• Outcome prediction in tumour therapy based on Dempster-Shafer theory

  Chunfeng Lian;Su Ruan;Thierry Denoux;Pierre Vera

  6
  Citations

• A new approach to assess risk in water treatment using the belief function framework

  S. Demotier;W. Schon;T. Denoeux;K. Odeh

  4
  Citations

• Deep PET/CT Fusion with Dempster-Shafer Theory for Lymphoma Segmentation.

  Ling Huang;Ling Huang;Thierry Denoeux;Thierry Denoeux;David Tonnelet;Pierre Decazes

  4
  Citations

• A new method for state estimation of dynamic system based on Dempster Shafer theory

  Ghalia Nassreddine;Fahed Abdallah;Thierry Denoeux

  2
  Citations

• Constructing Rule-Based Models Using the Belief Functions Framework

  Rui Jorge Almeida;Thierry Denoeux;Uzay Kaymak

  2
  Citations

• In Memoriam: Philippe Smets (1938--2005)

  Hughes Bersini;Thierry Denœux;Didier Dubois;Henri Prade

  2
  Citations