Random forest dissimilarity based multi-view learning for Radiomics application
Cao, Hongliu, Bernard, Simon, Sabourin, Robert, Heutte, Laurent
Published in Pattern recognition (01.04.2019)
Published in Pattern recognition (01.04.2019)
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Journal Article
A Dataset for Breast Cancer Histopathological Image Classification
Spanhol, Fabio A., Oliveira, Luiz S., Petitjean, Caroline, Heutte, Laurent
Published in IEEE transactions on biomedical engineering (01.07.2016)
Published in IEEE transactions on biomedical engineering (01.07.2016)
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Journal Article
One class random forests
Désir, Chesner, Bernard, Simon, Petitjean, Caroline, Heutte, Laurent
Published in Pattern recognition (01.12.2013)
Published in Pattern recognition (01.12.2013)
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Journal Article
Random forest kernel for high-dimension low sample size classification
Cavalheiro, Lucca Portes, Bernard, Simon, Barddal, Jean Paul, Heutte, Laurent
Published in Statistics and computing (01.02.2024)
Published in Statistics and computing (01.02.2024)
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Journal Article
A writer identification and verification system
Bensefia, Ameur, Paquet, Thierry, Heutte, Laurent
Published in Pattern recognition letters (01.10.2005)
Published in Pattern recognition letters (01.10.2005)
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Journal Article
Dynamic Random Forests
Bernard, Simon, Adam, Sébastien, Heutte, Laurent
Published in Pattern recognition letters (01.09.2012)
Published in Pattern recognition letters (01.09.2012)
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Journal Article
Approximating dynamic time warping with a convolutional neural network on EEG data
Lerogeron, Hugo, Picot-Clémente, Romain, Rakotomamonjy, Alain, Heutte, Laurent
Published in Pattern recognition letters (01.07.2023)
Published in Pattern recognition letters (01.07.2023)
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Journal Article
A scalable pattern spotting system for historical documents
En, Sovann, Petitjean, Caroline, Nicolas, Stéphane, Heutte, Laurent
Published in Pattern recognition (01.06.2016)
Published in Pattern recognition (01.06.2016)
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Journal Article
Automatic classification of human sperm head morphology
Chang, Violeta, Heutte, Laurent, Petitjean, Caroline, Härtel, Steffen, Hitschfeld, Nancy
Published in Computers in biology and medicine (01.05.2017)
Published in Computers in biology and medicine (01.05.2017)
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Journal Article
Extreme learning machine for out-of-sample extension in Laplacian eigenmaps
Mendoza Quispe, Arturo, Petitjean, Caroline, Heutte, Laurent
Published in Pattern recognition letters (15.04.2016)
Published in Pattern recognition letters (15.04.2016)
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Journal Article
Improving pattern spotting in historical documents using feature pyramid networks
Úbeda, Ignacio, Saavedra, Jose M., Nicolas, Stéphane, Petitjean, Caroline, Heutte, Laurent
Published in Pattern recognition letters (01.03.2020)
Published in Pattern recognition letters (01.03.2020)
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Journal Article
On the selection of decision trees in Random Forests
Bernard, S., Heutte, L., Adam, S.
Published in 2009 International Joint Conference on Neural Networks (01.06.2009)
Published in 2009 International Joint Conference on Neural Networks (01.06.2009)
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Conference Proceeding
A Novel Random Forest Dissimilarity Measure for Multi-View Learning
Cao, Hongliu, Bernard, Simon, Sabourin, Robert, Heutte, Laurent
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10.01.2021)
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10.01.2021)
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Conference Proceeding
Classification of plant leaf images with complicated background
Wang, Xiao-Feng, Huang, De-Shuang, Du, Ji-Xiang, Xu, Huan, Heutte, Laurent
Published in Applied mathematics and computation (15.11.2008)
Published in Applied mathematics and computation (15.11.2008)
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Journal Article
Conference Proceeding