Thierry Denoeux

About Thierry Denoeux

Thierry Denoeux, With an exceptional h-index of 61 and a recent h-index of 38 (since 2020), a distinguished researcher at Université de Technologie de Compiègne, specializes in the field of Uncertainty modeling, belief functions, Dempster-Shafer theory, evidential reasoning, uncertain reasoning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Uncertainty Quantification in Logistic Regression using Random Fuzzy Sets and Belief Functions

Synergies between machine learning and reasoning-An introduction by the Kay R. Amel group

Selecting reliable instances based on evidence theory for transfer learning

Semi-supervised multiple evidence fusion for brain tumor segmentation

Algebraic Product Is the Only" And-Like"-Operation for Which Normalized Intersection Is Associative: A Proof

Quantifying Prediction Uncertainty in Regression using Random Fuzzy Sets: the ENNreg model

Package ‘evclust’

Parametric families of continuous belief functions based on generalized Gaussian random fuzzy numbers

Thierry Denoeux Information

University

Position

Professor Institut Universitaire de France

Citations(all)

14196

Citations(since 2020)

5018

Cited By

11149

hIndex(all)

61

hIndex(since 2020)

38

i10Index(all)

202

i10Index(since 2020)

111

Email

University Profile Page

Université de Technologie de Compiègne

Google Scholar

View Google Scholar Profile

Thierry Denoeux Skills & Research Interests

Uncertainty modeling

belief functions

Dempster-Shafer theory

evidential reasoning

uncertain reasoning

Top articles of Thierry Denoeux

Title

Journal

Author(s)

Publication Date

Uncertainty Quantification in Logistic Regression using Random Fuzzy Sets and Belief Functions

International Journal of Approximate Reasoning

Thierry Denœux

2024/2/29

Synergies between machine learning and reasoning-An introduction by the Kay R. Amel group

Ismaïl Baaj

Zied Bouraoui

Antoine Cornuéjols

Thierry Denœux

Sébastien Destercke

...

2024/4/25

Selecting reliable instances based on evidence theory for transfer learning

Expert Systems with Applications

Ying Lv

Bofeng Zhang

Xiaodong Yue

Thierry Denœux

Shan Yue

2024/4/4

Semi-supervised multiple evidence fusion for brain tumor segmentation

Neurocomputing

Ling Huang

Su Ruan

Thierry Denœux

2023/5/28

Algebraic Product Is the Only" And-Like"-Operation for Which Normalized Intersection Is Associative: A Proof

Thierry Denœux

Vladik Kreinovich

2023

Quantifying Prediction Uncertainty in Regression using Random Fuzzy Sets: the ENNreg model

IEEE Transactions on Fuzzy Systems

Thierry Denœux

2023/4/18

Package ‘evclust’

Thierry Denoeux

Maintainer Thierry Denoeux

2023/11/9

Parametric families of continuous belief functions based on generalized Gaussian random fuzzy numbers

Fuzzy Sets and Systems

Thierry Denoeux

2023/4/6

Application of belief functions to medical image segmentation: A review

Information Fusion

Ling Huang

Su Ruan

Thierry Denoeux

2023

A distributional framework for evaluation, comparison and uncertainty quantification in soft clustering

International Journal of Approximate Reasoning

Andrea Campagner

Davide Ciucci

Thierry Denœux

2023/11/1

A general framework for evaluating and comparing soft clusterings

Information Sciences

Andrea Campagner

Davide Ciucci

Thierry Denœux

2023/4/1

Deep evidential fusion with uncertainty quantification and contextual discounting for multimodal medical image segmentation

arXiv preprint arXiv:2309.05919

Ling Huang

Su Ruan

Pierre Decazes

Thierry Denoeux

2023/9/12

Reasoning with fuzzy and uncertain evidence using epistemic random fuzzy sets: General framework and practical models

Fuzzy Sets and Systems

Thierry Denœux

2023/2/15

Belief functions on the real line defined by transformed Gaussian random fuzzy numbers

Thierry Denoeux

2023/8/13

Evidence-based data mining method to reveal similarities between materials based on physical mechanisms

Journal of Applied Physics

Minh-Quyet Ha

Duong-Nguyen Nguyen

Viet-Cuong Nguyen

Hiori Kino

Yasunobu Ando

...

2023/2/7

EGMM: An evidential version of the Gaussian mixture model for clustering

Applied Soft Computing

Lianmeng Jiao

Thierry Denœux

Zhun-ga Liu

Quan Pan

2022/11/1

Trusted multi-view deep learning with opinion aggregation

Wei Liu

Xiaodong Yue

Yufei Chen

Thierry Denoeux

2022

Stable clustering ensemble based on evidence theory

Haijie Fu

Xiaodong Yue

Wei Liu

Thierry Denoeux

2022/10/16

Method for calculating a management setpoint for managing the fuel and electric power consumption of a hybrid motor vehicle

2022/4/26

Lymphoma segmentation from 3D PET-CT images using a deep evidential network

International Journal of Approximate Reasoning

Ling Huang

Su Ruan

Pierre Decazes

Thierry Denœux

2022/10/1

See List of Professors in Thierry Denoeux University(Université de Technologie de Compiègne)

Co-Authors

H-index: 32
SONGSAK SRIBOONCHITTA

SONGSAK SRIBOONCHITTA

Chiang Mai University

H-index: 30
Yves Grandvalet

Yves Grandvalet

Université de Technologie de Compiègne

H-index: 30
Chunfeng Lian

Chunfeng Lian

Xi'an Jiaotong University

H-index: 30
Franck Davoine

Franck Davoine

Université de Technologie de Compiègne

H-index: 27
Véronique Cherfaoui

Véronique Cherfaoui

Université de Technologie de Compiègne

H-index: 27
Sébastien Destercke

Sébastien Destercke

Université de Technologie de Compiègne

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