Stéphan Clémençon - Publications, H-index & Citations

Stéphan Clémençon

imt - institut mines-telecom

24H指数

336论文数

2.6K被引数

收录论文 18

发表时间

Weak signals and heavy tails: learning theory meets extreme value analysis 弱信号与重尾分布：学习理论与极值分析

Extremes

IF2.2

2026-06-01

OAAI

Clemencon, Stephan; Sabourin, Anne

Learning to rank anomalies: scalar performance criteria and maximization of rank statistics 学习对异常进行排名: 标量性能标准和排名统计信息的最大化

MACHINE LEARNING

IF2.9

2024-10-21

OAAI

Limnios, Myrto; Noiry, Nathan; Clemencon, Stephan

Machine-learning-based technique to establish ASE or Kerr impairment dominance in optical transmission

JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING

IF4.3

2024-03-18

PREAI

Andrenacci, Isaia; Lonardi, Matteo; Ramantanis, Petros; Awwad, Elie; Irurozki, Ekhine; Clemencon, Stephan; Almonacil, Sylvain

Functional anomaly detection: a benchmark study

INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS

IF2.8

2022-10-20

OAAI

Staerman, Guillaume; Adjakossa, Eric; Mozharovskyi, Pavlo; Hofer, Vera; Sen Gupta, Jayant; Clemencon, Stephan

EMOTHAW: A Novel Database for Emotional State Recognition From Handwriting and Drawing

IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS

IF4.4

2017-04-01

OAAI

Likforman-Sulem, Laurence; Esposito, Anna; Faundez-Zanuy, Marcos; Clemencon, Stephan; Cordasco, Gennaro

Building confidence regions for the ROC surface

PATTERN RECOGNITION LETTERS

IF3.3

2014-09-01

PREAI

Clemencon, Stephan; Robbiano, Sylvain

PBPK and population modelling to interpret urine cadmium concentrations of the French population

TOXICOLOGY AND APPLIED PHARMACOLOGY

IF3.4

2014-09-01

PREAI

Bechaux, Camille; Bodin, Laurent; Clemencon, Stephan; Crepet, Arnelie

An empirical comparison of V-fold penalisation and cross-validation for model selection in distribution-free regression

PATTERN ANALYSIS AND APPLICATIONS

IF2

2014-06-18

OAAI

Dhanjal, Charanpal; Baskiotis, Nicolas; Clemencon, Stephan; Usunier, Nicolas

Efficient eigen-updating for spectral graph clustering

NEUROCOMPUTING

IF6.5

2014-05-01

OAAI

Dhanjal, Charanpal; Gaudel, Romaric; Clemencon, Stephan

New approach for the assessment of cluster diets

FOOD AND CHEMICAL TOXICOLOGY

IF3.5

2013-02-01

PREAI

Sy, Mouhamadou Moustapha; Feinberg, Max; Verger, Philippe; Barre, Tangui; Clemencon, Stephan; Crepet, Amelie

Ranking data with ordinal labels: optimality and pairwise aggregation

MACHINE LEARNING

IF2.9

2012-12-12

OAAI

Clemencon, Stephan; Robbiano, Sylvain; Vayatis, Nicolas

An empirical comparison of learning algorithms for nonparametric scoring: the TreeRank algorithm and other methods

PATTERN ANALYSIS AND APPLICATIONS

IF2

2012-10-18

PREAI

Clemencon, Stephan; Depecker, Marine; Vayatis, Nicolas

Adaptive partitioning schemes for bipartite ranking 用于二分排名的自适应分区方案

MACHINE LEARNING

IF2.9

2010-06-05

OAAI

Clemencon, Stephan; Depecker, Marine; Vayatis, Nicolas

Ranking and empirical minimization of U-statistics

ANNALS OF STATISTICS

IF3.7

2008-04-01

243

OAAI

Clemencon, Stephan; Lugosi, Gabor; Vayatis, Nicolas

The HIV/AIDS epidemic in Cuba:: description and tentative explanation of its low HIV prevalence

BMC INFECTIOUS DISEASES

IF3

2007-11-09

OAAI

de Arazoza, Hector; Joanes, Jose; Lounes, Rachid; Legeai, Camille; Clemencon, Stephan; Perez, Jorge; Auvert, Bertran

Bootstrap-based tolerance intervals for application to method validation

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2007-11-01

PREAI

Rebafka, Tabea; Clemencon, Stphan; Feinberg, Max

Integration of time as a description parameter in risk characterisation:: Application to methyl mercury

REGULATORY TOXICOLOGY AND PHARMACOLOGY

IF3.5

2007-10-01

PREAI

Verger, Ph.; Tressou, J.; Clemencon, S.

Discussion:: Local Rademacher complexities and oracle inequalities in risk minimization 讨论:: 风险最小化中的局部Rademacher复杂性和oracle不等式

ANNALS OF STATISTICS

IF3.7

2006-12-01

OAAI

Clemencon, Stephan; Lugosi, Gabor; Vayatis, Nicolas

研究方向