Machine Interpretation Of Patterns: Image Analysis And Data Mining, De Rajat De Et Al

Автор: Rish
Название: Machine Learning and Interpretation in Neuroimaging
ISBN: 3319451731 ISBN-13(EAN): 9783319451732
Издательство: Springer
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Цена: 5870.00 р.
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Описание:

Networks and Decoding.- Multi-Task Learning for Interpretation of Brain Decoding Models.- The New Graph Kernels on Connectivity Networks for Identification of MCI.- Mapping Tractography Across Subjects.- Speech.- Automated speech analysis for psychosis evaluation.- Combining different modalities in classifying phonological categories.- Clinics and cognition.- Label-alignment-based Multi-task Feature Selection for Multimodal Classification of Brain Disease.- Leveraging Clinical Data to Enhance Localization of Brain Atrophy.- Estimating Learning Effects: A Short-Time Fourier Transform Regression Model for MEG Source Localization.- Causality and time-series.- Classification-based Causality Detection in Time Series.- Fast and Improved SLEX Analysis of High-dimensional Time Series.- Best paper awards: MLINI 2013.- Predicting Short-Term Cognitive Change from Longitudinal Neuroimaging Analysis.- Hyperalignment of Multi-Subject fMRI Data by Synchronized Projections.- An oblique approach to prediction of conversion to Alzheimer's Disease with multikernel Gaussian Processes.

Автор: Clara Pizzuti; Marylyn D. Ritchie; Mario Giacobini
Название: Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
ISBN: 3642011837 ISBN-13(EAN): 9783642011832
Издательство: Springer
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Цена: 9781.00 р.
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Описание: Constitutes the refereed proceedings of the 7th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, EvoBIO 2009, held in Tubingen, Germany, in April 2009 co located with the Evo 2009 events. This book includes such topics as biomarker discovery, cell simulation and modeling, and ecological modeling.

Автор: Perner
Название: Machine Learning and Data Mining in Pattern Recognition
ISBN: 3319419196 ISBN-13(EAN): 9783319419190
Издательство: Springer
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Цена: 13416.00 р.
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Описание: The topics range from theoretical topics for classification, clustering, association rule and pattern mining to specific data mining methods for the different multimedia data types such as image mining, text mining, video mining and Web mining.

Автор: Walter Kropatsch; Martin Kampel; Allan Hanbury
Название: Computer Analysis of Images and Patterns
ISBN: 3540742719 ISBN-13(EAN): 9783540742715
Издательство: Springer
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Цена: 23757.00 р.
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Описание: Constitutes the refereed proceedings of the 12th International Conference on Computer Analysis of Images and Patterns, CAIP 2007, held in Vienna, Austria, in August 2007. This work contains papers that are organized in topical sections on motion detection and tracking, medical imaging, biometrics, colour, image segmentation and shape.

Автор: Jorge S. Marques; Nicol?s P?rez de la Blanca; Pedr
Название: Pattern Recognition and Image Analysis
ISBN: 3540261532 ISBN-13(EAN): 9783540261537
Издательство: Springer
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Цена: 18167.00 р.
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Описание: Constitutes the proceedings of the Second Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2005, held in Estoril, Portugal in June 2005. This set features papers that are organized in topical sections on computer vision, shape and matching, image and video processing, image and video coding, face recognition, and, robotics.