Concepedia

F. Dufrenois

FD

Statistics

Publications

5

Citations

83

H-Index

5

Active since

2006

Affiliations

Université du littoral côte d'opale(Current)

Laboratoire d’Informatique Signal et Image de la Côte d’Opale

F. Dufrenois is an author at Université du littoral côte d'opale specializing in engineering, statistical inference, and data science.

Top concepts

EngineeringStatisticsData ScienceMachine LearningOutlier DetectionPattern RecognitionStatistical InferenceData MiningImage AnalysisMachine Vision

Publications per year

2006–2016

5

Publications

5

Formulating Robust Linear Regression Estimation as a One-Class LDA Criterion: Discriminative Hat Matrix

F. Dufrenois, Jean-Charles Noyer · IEEE Transactions on Neural Networks and Learning Systems · 2013 · 22 citations

One-class Lda Criterion, Engineering, Machine Learning +20

One class proximal support vector machines

F. Dufrenois, Jean-Charles Noyer · Pattern Recognition · 2015 · 21 citations

Support Vector Machine, Classification Method, Engineering +7

Bounded Influence Support Vector Regression for Robust Single-Model Estimation

F. Dufrenois, Johan Colliez, Denis Hamad · IEEE Transactions on Neural Networks · 2009 · 16 citations

Anomaly Detection, Machine Learning, Engineering +17

Robust Regression and Outlier Detection with SVR: Application to Optic Flow Estimation

Johan Colliez, F. Dufrenois, Denis Hamad · 2006 · 13 citations

Engineering, Robust Feature, Support Vector Machine +16

A null space based one class kernel Fisher discriminant

F. Dufrenois, Jean-Charles Noyer · 2016 · 11 citations

Engineering, Machine Learning, Biometrics +19

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