cam a22 4500 569354072 CHVBK 20200927090459.0 m d cr |n |||||||| 180507t20182018maua sb 001 0 eng d 978-0-08-100670-2 (electronic book) 978-0-08-100659-7 (SERSOL)ssj0002173589 (WaSeSS)ssj0002173589 MiFhGG eng MiFhGG WaSeSS rda Q325.5 .G67 2018 006.31 Gori Marco author Machine learning a constraint-based approach Marco Gori, Università di Siena Cambridge, Massachusetts Morgan Kaufmann Publishers, an imprint of Elsevier [2018] ©2018 1 online resource (xx, 560 pages) illustrations (some color) text txt rdacontent/eng computer c rdamedia/eng online resource cr rdacarrier/eng Gale virtual reference library Includes bibliographical references and index. ch. 1. The big picture -- ch. 2. Learning principles -- ch. 3. Linear threshold machines -- ch. 4. Kernel machines -- ch. 5. Deep architectures -- ch. 6. Learning and reasoning with constraints -- ch. 7. Epilogue -- ch. 8. Answers to exercises. Lizenzbedingungen können den Zugang einschränken. License restrictions may limit access. This book describes the basic models and algorithms of machine learning, with an emphasis on current topics of interest that includes neural networks and kernel machines. Machine learning Constraints (Artificial intelligence) Gale (Firm) https://www.sciencedirect.com/science/book/9780081006597 Uni Basel: Volltext BK020053 XK020053 XK020000 ScienceDirect eBooks E-Books von 360MarcUpdates IDSBB A145 A145 145VT NELA1451907 IDSBB 100 1- Gori Marco author IDSBB 490 0- Gale virtual reference library IDSBB 710 2- Gale (Firm) IDSBB 856 40 https://www.sciencedirect.com/science/book/9780081006597 Uni Basel: Volltext SWISSBIB 507092422