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2010, ISBN 9781605667669, 735
"This book investiges machine learning (ML), one of the most fruitful fields of current research, both in the proposal of new techniques and theoretic... 
Industrial applications | Machine learning | Applications of Computing
eBook
2012, ISBN 9781439871096, xxiv, 290 p., [16] p. of plates
Book
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 08/2011, Volume 33, Issue 8, pp. 1532 - 1547
Journal Article
Journal Article
IEEE Transactions on Image Processing, ISSN 1057-7149, 12/2016, Volume 25, Issue 12, pp. 5576 - 5588
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 11/2015, Volume 37, Issue 11, pp. 2332 - 2345
Journal Article
Foundations and Trends in Computer Graphics and Vision, ISSN 1572-2740, 2011, Volume 7, Issue 2-3, pp. 81 - 227
This review presents a unified, efficient model of random decision forests which can be applied to a number of machine learning, computer vision, and medical... 
Learning | Manifolds | Algorithms | Classification | Regression | Medical | Decision trees | Density
Journal Article
Physics Letters B, ISSN 0370-2693, 10/2018, Volume 785, pp. 65 - 72
Journal Article
Pattern Recognition, ISSN 0031-3203, 11/2018, Volume 83, pp. 273 - 286
One of the fundamental assumptions of traditional manifold learning algorithms is that the embedded manifold is globally or locally isometric to Euclidean... 
Manifold learning | Hessian operator | Second fundamental form | Riemannian curvature | NONLINEAR DIMENSIONALITY REDUCTION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Data mining | Analysis | Algorithms
Journal Article
Information Sciences, ISSN 0020-0255, 10/2014, Volume 281, pp. 674 - 686
How do we accurately browse a large set of images or efficiently annotate the images from an image library? Image clustering methods are invaluable tools for... 
Pairwise constraints | Manifold structure | Semantic distance metric | Clustering | SEMI-SUPERVISED RANKING | FUSION | RECOGNITION | COMPUTER SCIENCE, INFORMATION SYSTEMS | CLASSIFICATION | RETRIEVAL | FEATURES | IMAGE | COLOR | SIMILARITY | SCENE | Distance education | Learning | Histograms | Construction | Semantics | Images | Visual | Preserving
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