Classification Methods for Oil Spill Detection in ENVISAT ASAR Images 2006. Scientific lecture

Feature extraction for oil spill detection based on SAR images 2005. Scientific lecture

Automatic oil spill detection based on ENVISAT, RADARSAT and ERS images 2005. Scientific lecture

Doing research with children in vulnerable situations: Methodological and ethical challenges 2005. Scientific lecture

Oljesøldeteksjon 2004. Scientific lecture

A Comparison of Methods for Improving Classification of Hyperspectral Data 2004. Scientific lecture

Robust Classification of Hyperspectral Data 2004. Scientific lecture

Automatic detection of oil spills in ERS, Radarsat and Envisat images 2004. Scientific lecture

Flexible non-linear contextual classification 2002. Scientific lecture

Nonlinear contextual classification - a comparative study 2001. Scientific lecture

Fusion of multitemporal satellite images and 615 data for land-use classification 1993. Scientific lecture

Computing brain signals (CBra): Concurrent simulation of network activity, extracellular electric potentials and magnetic fields 2017. Scientific lecture

Biophysical Modeling of Single Neuron Contributions to ECoG and EEG signals , 2017. Scientific lecture

Modeling Extracellular Potentials from Neurons in the Brain 2016. Scientific lecture

Hierarchical classification of plankton 2025. Scientific lecture

Adaptive beamforming in active sonar imaging 2010. Scientific lecture

Optimal load sharing in a binary multicomponent system where the components have constant or increasing failure rates 2013. Scientific lecture

Optimal load sharing in a binary multicomponent system 2011. Scientific lecture

NOFE Neural Operator Function Embedding doi: https://doi.org/https://ai4eo2025.irisa.fr/ , 2025. Scientific lecture

Computer vision for power line monitoring 2022. Scientific lecture

Visual Intelligence advances deep learning research towards innovations 2022. Scientific lecture

Visual Intelligence for medical image analysis 2022. Scientific lecture

Towards XAI and Visual Intelligence for health 2022. Scientific lecture

Towards XAI and Visual Intelligence for health 2022. Scientific lecture

Machine learning for risk analysis and personalized medicine using data from electronic health records and PET imaging 2021. Scientific lecture

Industrial and basic deep learning research for computer vision with limited labels 2021. Scientific lecture

On the Use of Time Series Kernel and Dimensionality Reduction to Identify the Acquisition of Antimicrobial Multidrug Resistance in the Intensive Care Unit , 2021. Scientific lecture

Robust Non-Parametric Mode Clustering 2016. Scientific lecture

Learning similarities between irregularly sampled short multivariate time series from EHRs , 2016. Scientific lecture

Sensitivity Analysis of Gaussian Processes for Oceanic Chlorophyll Prediction 2015. Scientific lecture

Kernel Covariance Series Smoothing 2015. Scientific lecture

Prediction of Surgical Complications using Heterogeneous Clinical Data and Kernel Methods 2015. Scientific lecture

Feature selection using Kernel Component Analysis For Early Detection Of Anastomosis Leakage , 2014. Scientific lecture

A new information theoretic clustering algorithm based on k-nn 2013. Scientific lecture

Entropy-Relevant Dimensions in Kernel Feature Space 2013. Scientific lecture

Mean vector component analysis: A New approach to un-centered PCA 2013. Scientific lecture

Machine learning and applications at the University of Tromso 2013. Scientific lecture

Background on Information Theoretic Learning 2012. Scientific lecture

MIXTURE WEIGHT INFLUENCE ON KERNEL ENTROPY COMPONENT ANALYSIS AND SEMI-SUPERVISED LEARNING USING THE LASSO 2012. Scientific lecture

Kernel Entropy Component Analysis: A Unifying View 2012. Scientific lecture

NST - IBM Workshop: Machine Learning @ UiT 2012. Scientific lecture

Kernel Entropy Component Analysis in Remote Sensing Data Clustering 2011. Scientific lecture

A New Scatter-Based Multi-Class Support Vector Machine 2011. Scientific lecture

Kernel Entropy Component Analysis 2011. Scientific lecture

Kernel Entropy Component Analysis: New Theory and Semi-Supervised Learning 2011. Scientific lecture

New Information Theoretic Learning and Kernel Methods 2008. Scientific lecture

Indefinite Parzen Window for Spectral Clustering 2007. Scientific lecture

Spectral Clustering of Polarimetric SAR Data with Wishart Derived Distance Measure , 2007. Scientific lecture

Classification of Polarimetric SAR Data with an Information Theoretic Kernel Method 2006. Scientific lecture

An Information Theoretic Perspective to Kernel Independent Component Analysis 2005. Scientific lecture