TY - BOOK ID - 119250805 TI - Machine learning AU - Gori, Marco AU - Betti, Alessandro AU - Melacci, Stefano PY - 2023 SN - 032398469X 0323898599 9780323984690 9780323898591 PB - Amsterdam DB - UniCat KW - Science UR - https://www.unicat.be/uniCat?func=search&query=sysid:119250805 AB - Machine Learning provides readers with a refreshing look at the basic models and algorithms of machine learning, with an emphasis on current topics of interest that includes neural networks and kernel machines. The book presents the information in a truly unified manner that is based on the notion of learning from environmental constraints. While regarding symbolic knowledge bases as a collection of constraints, it draws a path towards a deep integration with machine learning that relies on the idea of adopting multivalued logic formalisms, like in fuzzy systems. ER -