Paul Honeine

Best Publications

• Online Prediction of Time Series Data With Kernels

  C. Richard;J.C.M. Bermudez;P. Honeine

  546
  Citations

• Multiple instance learning for histopathological breast cancer image classification

  P. J. Sudharshan;Caroline Petitjean;Fabio A. Spanhol;Luiz Eduardo Soares de Oliveira

  360
  Citations

• Nonlinear Unmixing of Hyperspectral Data Based on a Linear-Mixture/Nonlinear-Fluctuation Model

  Jie Chen;C. Richard;P. Honeine

  224
  Citations

• Maximum correntropy unscented filter

  Xi Liu;Badong Chen;Bin Xu;Zongze Wu

  163
  Citations

• Target Tracking Using Machine Learning and Kalman Filter in Wireless Sensor Networks

  Sandy Mahfouz;Farah Mourad-Chehade;Paul Honeine;Joumana Farah

  143
  Citations

• Testing Stationarity With Surrogates: A Time-Frequency Approach

  Pierre Borgnat;Patrick Flandrin;Paul Honeine;Cédric Richard

  142
  Citations

• l p -norms in One-Class Classification for Intrusion Detection in SCADA Systems.

  Patric Nader;Paul Honeine;Pierre Beauseroy

  142
  Citations

• Online Kernel Principal Component Analysis: A Reduced-Order Model

  P. Honeine

  140
  Citations

• Preimage Problem in Kernel-Based Machine Learning

  P Honeine;C Richard

  126
  Citations

• Nonlinear Estimation of Material Abundances in Hyperspectral Images With $ll_{1}$ -Norm Spatial Regularization

  Jie Chen;Cedric Richard;Paul Honeine

  109
  Citations

• Nonnegative Least-Mean-Square Algorithm

  Jie Chen;C. Richard;J. C. M. Bermudez;P. Honeine

  97
  Citations

• High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey

  Rosana El Jurdi;Rosana El Jurdi;Caroline Petitjean;Paul Honeine;Veronika Cheplygina;Veronika Cheplygina

  94
  Citations

• Wireless sensor networks in biomedical: Body area networks

  Paul Honeine;Farah Mourad;Maya Kallas;Hichem Snoussi

  85
  Citations

• Geometric Unmixing of Large Hyperspectral Images: A Barycentric Coordinate Approach

  P. Honeine;C. Richard

  72
  Citations

• Solving the pre-image problem in kernel machines: A direct method

  Paul Honeine;Cedric Richard

  64
  Citations

• On-line Nonlinear Sparse Approximation of Functions

  P. Honeine;C. Richard;J.C.M. Bermudez

  60
  Citations

• BB-UNet: U-Net With Bounding Box Prior

  Rosana El Jurdi;Caroline Petitjean;Paul Honeine;Fahed Abdallah

  57
  Citations

• SynWoodScape: Synthetic Surround-View Fisheye Camera Dataset for Autonomous Driving

  Unknown

  55
  Citations

• SimilCatch: Enhanced social spammers detection on Twitter using Markov Random Fields

  Nour El-Mawass;Paul Honeine;Laurent Vercouter

  47
  Citations

• Correntropy-based robust multilayer extreme learning machines

  Chen Liangjun;Paul Honeine;Qu Hua;Zhao Jihong

  44
  Citations