{"product_id":"least-squares-support-vector-machines-world-scientific-publishing-co-pte-ltd-9789812381514-johan-a-k-suykens","title":"Least Squares Support Vector Machines","description":"\u003cp\u003eDelve into the world of machine learning with \u003cstrong\u003eLeast Squares Support Vector Machines\u003c\/strong\u003e by \u003cstrong\u003eJohan A. K. Suykens\u003c\/strong\u003e, published by \u003cstrong\u003eWorld Scientific Publishing Co Pte Ltd\u003c\/strong\u003e in 2002. This comprehensive 308-page hardback book offers an insightful examination of least squares support vector machines (LS-SVMs), presenting them as innovative reformulations of standard support vector machines (SVMs). Suykens expertly elucidates the intrinsic connections between LS-SVM classifiers and kernel Fisher discriminant analysis, making complex concepts accessible to readers. Additionally, the book explores Bayesian inference of LS-SVM models, providing a robust theoretical framework for understanding this cutting-edge technology. Whether you're a student, researcher, or professional in artificial intelligence and computer science, this book is an essential resource for mastering LS-SVMs and enhancing your knowledge in machine learning and statistics. Enhance your library today with this pivotal work!\u003c\/p\u003e","brand":"Johan A. K. Suykens","offers":[{"title":"Default Title","offer_id":52270179909974,"sku":"9789812381514","price":524.0,"currency_code":"PLN","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0886\/3206\/6390\/files\/9789812381514.jpg?v=1767804528","url":"https:\/\/www.englishbook.pl\/products\/least-squares-support-vector-machines-world-scientific-publishing-co-pte-ltd-9789812381514-johan-a-k-suykens","provider":"Bookshop","version":"1.0","type":"link"}