Journal Machine Learning Machine Learning is an international forum focusing on computational approaches to learning. Publishing model Hybrid Journal Impact Factor 2.9 (2024) Downloads 1.9M (2024) Submission to first decision (median) 5 days
Multimodal deep learning for cetacean distribution modeling of fin whales (Balaenoptera physalus) in the western Mediterranean Sea D. CazauP. Nguyen Hong DucR. Fablet OriginalPaper 26 July 2021 Pages: 2003 - 2024
Satellite derived bathymetry using deep learning Mahmoud Al NajarGrégoire ThoumyreDennis G. Wilson OriginalPaper 22 July 2021 Pages: 1107 - 1130
Scalable clustering of segmented trajectories within a continuous time framework: application to maritime traffic data Pierre GloaguenLaetitia ChapelRomain Tavenard OriginalPaper 12 July 2021 Pages: 1975 - 2001
Fully convolutional open set segmentation Hugo OliveiraCaio SilvaJefersson A. dos Santos OriginalPaper 09 July 2021 Pages: 1733 - 1784
Weakly supervised change detection using guided anisotropic diffusion Rodrigo Caye DaudtBertrand Le SauxYann Gousseau OriginalPaper 10 June 2021 Pages: 2211 - 2237
Inference over radiative transfer models using variational and expectation maximization methods Daniel Heestermans SvendsenDaniel Hernández-LobatoGustau Camps-Valls OriginalPaper 08 June 2021 Pages: 921 - 937
Multiscale principle of relevant information for hyperspectral image classification Yantao WeiShujian YuJosé C. Príncipe OriginalPaper 02 June 2021 Pages: 1227 - 1252
Spatial dependence between training and test sets: another pitfall of classification accuracy assessment in remote sensing N. KarasiakJ.-F. DejouxD. Sheeren OriginalPaper 26 April 2021 Pages: 2715 - 2740
Semi-supervised semantic segmentation in Earth Observation: the MiniFrance suite, dataset analysis and multi-task network study Javiera Castillo-NavarroBertrand Le SauxSébastien Lefèvre OriginalPaper 14 April 2021 Pages: 3125 - 3160
A Bayesian-inspired, deep learning-based, semi-supervised domain adaptation technique for land cover mapping Benjamin LucasCharlotte PelletierFrançois Petitjean OriginalPaper 04 March 2021 Pages: 1941 - 1973
Forecasting upper atmospheric scalars advection using deep learning: an \(O_3\) experiment Luiz Angelo SteffenelVagner AnaborHassan Bencherif OriginalPaper 04 March 2021 Pages: 765 - 788