Advances in Web Mining and Web Usage Analysis, Olfa Nasraoui; Myra Spiliopoulou; Jaideep Srivasta
Автор: Petra Perner; Ovidio Salvetti Название: Advances in Mass Data Analysis of Signals and Images in Medicine, Biotechnology and Chemistry ISBN: 354076299X ISBN-13(EAN): 9783540762997 Издательство: Springer Рейтинг: Цена: 60550.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Contains topics that include techniques and developments of signal and image producing procedures, object matching and object tracking in microscopic and video microscopic images, 1D, 2D and 3D shape analysis, description and feature extraction of texture, structure and location, and image segmentation algorithms.
Автор: Ella Bingham Название: Advances in Independent Component Analysis and Learning Machines ISBN: 0128028068 ISBN-13(EAN): 9780128028063 Издательство: Elsevier Science Рейтинг: Цена: 128010.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
In honour of Professor Erkki Oja, one of the pioneers of Independent Component Analysis (ICA), this book reviews key advances in the theory and application of ICA, as well as its influence on signal processing, pattern recognition, machine learning, and data mining.
Examples of topics which have developed from the advances of ICA, which are covered in the book are:
A unifying probabilistic model for PCA and ICA
Optimization methods for matrix decompositions
Insights into the FastICA algorithm
Unsupervised deep learning
Machine vision and image retrieval
A review of developments in the theory and applications of independent component analysis, and its influence in important areas such as statistical signal processing, pattern recognition and deep learning
A diverse set of application fields, ranging from machine vision to science policy data
Contributions from leading researchers in the field
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