This book presents ground-breaking advances in the domain of causal structure learning. The problem of distinguishing cause from effect (“Does altitude cause a change in atmospheric pressure, or vice versa?”) is here cast as a binar...Loe edasi...
This book presents ground-breaking advances in the domain of causal structure learning. The problem of distinguishing cause from effect (“Does altitude cause a change in atmospheric pressure, or vice versa?”) is here cast as a binary classi...Loe edasi...
This book compiles leading research on the development of explainable and interpretable machine learning methods in the context of computer vision and machine learning.Research progress in computer vision and pattern recognition...Loe edasi...
This book presents a selection of chapters, written by leading international researchers, related to the automatic analysis of gestures from still images and multi-modal RGB-Depth image sequences. This book presents a selection of chapters...Loe edasi...
Sari: The Springer Series on Challenges in Machine Learning
(Ilmumisaeg: 31-Jul-2017, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319570204)
This book presents a selection of chapters, written by leading international researchers, related to the automatic analysis of gestures from still images and multi-modal RGB-Depth image sequences. It offers a comprehensive review of vision-based a...Loe edasi...
Demian Battaglia, Isabelle Guyon, Vincent Lemaire, Javier Orlandi, Bisakha Ray, Jordi Soriano
Sari: The Springer Series on Challenges in Machine Learning
(Ilmumisaeg: 12-May-2017, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319530697)
This book illustrates the thrust of the scientific community to use machine learning concepts for tackling a complex problem: given time series of neuronal spontaneous activity, which is the underlying connectivity between the neurons in the network?...Loe edasi...
This book illustrates the thrust of the scientific community to use machine learning concepts for tackling a complex problem: given time series of neuronal spontaneous activity, which is the underlying connectivity between the neurons in the net...Loe edasi...
Isabelle Guyon, Steve Gunn, Masoud Nikravesh, Lofti A. Zadeh
Sari: Studies in Fuzziness and Soft Computing
(Ilmumisaeg: 30-Apr-2017, Paperback / softback, Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, ISBN-13: 9783662517710)
This book is both a reference for engineers and scientists and a teaching resource, featuring tutorial chapters and research papers on feature extraction. Until now there has been insufficient consideration of feature selection algorithms, no unif...Loe edasi...
Alexander Statnikov, Constantin F Aliferis, Douglas P Hardin, Isabelle Guyon
(Ilmumisaeg: 06-May-2013, Hardback, Kirjastus: World Scientific Publishing Co Pte Ltd, ISBN-13: 9789814324397)
Support Vector Machines (SVMs) are among the most important recent developments in pattern recognition and statistical machine learning. They have found a great range of applications in various fields including biology and medicine. However, biomedic...Loe edasi...
Alexander Statnikov, Constantin F Aliferis, Douglas P Hardin, Isabelle Guyon
(Ilmumisaeg: 02-Mar-2011, Hardback, Kirjastus: World Scientific Publishing Co Pte Ltd, ISBN-13: 9789814324380)
Support Vector Machines (SVMs) are among the most important recent developments in pattern recognition and statistical machine learning. They have found a great range of applications in various fields including biology and medicine. However, biomedic...Loe edasi...
Isabelle Guyon, Steve Gunn, Masoud Nikravesh, Lofti A. Zadeh
Sari: Studies in Fuzziness and Soft Computing
(Ilmumisaeg: 20-Jul-2006, Hardback, Kirjastus: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, ISBN-13: 9783540354871)
This book is both a reference for engineers and scientists and a teaching resource, featuring tutorial chapters and research papers on feature extraction. Its CD-ROM includes the data of the NIPS 2003 Feature Selection Challenge and sample Matlab®...Loe edasi...
Sari: Series In Machine Perception And Artificial Intelligence
(Ilmumisaeg: 01-Jan-1994, Hardback, Kirjastus: World Scientific Publishing Co Pte Ltd, ISBN-13: 9789810214449)
Part of the Series in Machine Perception and Artificial Intelligence, this book deals with the principles and applications of pattern recognition systems using neural network technologies. It includes a chapter on a system for the recognition of par...Loe edasi...
