Concepedia
Statistics
Publications
9
Citations
1.5K
H-Index
Active since
2006
Affiliations
University of Lausanne(Current)
Universitat de València
Frédéric Ratle is an author at University of Lausanne specializing in engineering, data science, and pattern recognition.
Top concepts
EngineeringData SciencePattern RecognitionComputer ScienceMachine LearningDeep LearningImage AnalysisMachine VisionData MiningRemote Sensing
Publications per year
2006–2010
Active Learning Methods for Remote Sensing Image Classification
Devis Tuia, Frédéric Ratle, Fabio Pacifici et al. · IEEE Transactions on Geoscience and Remote Sensing · 2009 · 489 citations
Active Learning Methods, High Resolution, Engineering +16
Deep learning via semi-supervised embedding
Jason Weston, Frédéric Ratle, Ronan Collobert · 2008 · 387 citations
Artificial Intelligence, Multilayer Architectures, Engineering +13
Semisupervised Neural Networks for Efficient Hyperspectral Image Classification
Frédéric Ratle, Gustau Camps‐Valls, Jason Weston · IEEE Transactions on Geoscience and Remote Sensing · 2010 · 318 citations
Engineering, Machine Learning, Image Classification +18
Multisource Composite Kernels for Urban-Image Classification
Devis Tuia, Frédéric Ratle, Alexei Pozdnoukhov et al. · IEEE Geoscience and Remote Sensing Letters · 2010 · 88 citations · Full text
High Resolution Images, Machine Learning, Engineering +16
Scan statistics analysis of forest fire clusters
Devis Tuia, Frédéric Ratle, Rosa Lasaponara et al. · Communications in Nonlinear Science and Numerical Simulation · 2007 · 54 citations
Scan Statistics Analysis, Forestry, Geography +2
1–5 of 9