{"product_id":"advances-in-independent-component-analysis-and-learning-machines-hardback-9780128028063","title":"Advances in Independent Component Analysis and Learning Machines (Hardback) 9780128028063","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eAdvances in Independent Component Analysis and Learning Machines\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003e\u003cp\u003eThe very latest advances in independent component analysis and machine learning\u003c\/p\u003e\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eElla Bingham (Edited by), Samuel Kaski (Edited by), Jorma Laaksonen (Edited by), Jouko Lampinen (Edited by)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780128028063\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 15 April 2015\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e328 pages\u003cbr\u003e23.4 x 19 x 2.4 cm, 0.75 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003eApprox.296 pages\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e\u003cb\u003ePart 1: Methods \u003c\/b\u003e1. The Initial Convergence Rate of the FastICA Algorithm: The \"One-Third Rule\" 2. Improved variants of the FastICA algorithm 3. A unified probabilistic model for independent and principal component analysis 4. Riemannian optimization in complex-valued ICA 5. Non-Additive Optimization 6. Image denoising via local factor analysis under Bayesian Ying-Yang principle 7. Unsupervised Deep Learning: A Short Review 8. From Neural PCA to Deep Unsupervised Learning\u003c\/p\u003e \u003cp\u003e\u003cb\u003ePart 2: Applications \u003c\/b\u003e9. Two Decades of Local Binary Patterns – A Survey 10. Subspace approach in Spectral Color Science 11. From pattern recognition methods to machine vision applications 12. Advances in Visual Concept Detection: Ten Years of TRECVID 13. On the applicability of latent variable modeling to research system data\u003c\/p\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Signal processing [\u003ca title=\"See our other books on Signal processing\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Signal%20processing%20%5BUYS%5D%22\"\u003eUYS\u003c\/a\u003e], Machine learning [\u003ca title=\"See our other books on Machine learning\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Machine%20learning%20%5BUYQM%5D%22\"\u003eUYQM\u003c\/a\u003e], Stochastics [\u003ca title=\"See our other books on Stochastics\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Stochastics%20%5BPBWL%5D%22\"\u003ePBWL\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Freshly Printed Books","offers":[{"title":"Default Title","offer_id":46649595035928,"sku":"9780128028063","price":101.99,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9780128028063.jpg?v=1694102077","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/advances-in-independent-component-analysis-and-learning-machines-hardback-9780128028063","provider":"Freshly Printed Books","version":"1.0","type":"link"}