{"product_id":"negative-selection-algorithms-from-the-thymus-to-v-detector","title":"Negative Selection Algorithms: from the Thymus to V-detector","description":"\u003cp\u003ePhD Dissertation. The University of Memphis. Computer Science.\u003c\/p\u003e\n\n\u003cp\u003eABSTRACT: Artificial Immune Systems (AIS) is a research area of developing computational methods inspired by biological immune systems. The approach of negative selection algorithms (NSA) is one of the major models of AIS. This dissertation does a comprehensive survey of NSA and highlights the key components that define a negative selection algorithm. It proposed a new negative selection algorithm called V-detector. It has several important features that alleviate some difficulties in negative selection algorithms. (1) Statistical techniques to estimate the detector coverage. (2) Detectors with variable coverage. (3) A boundary-aware algorithm. (4) The main components of V-detector can be customized. (5) One-shot training. Applicability of negative selection algorithms is discussed in details both to understand the reasonable scenarios to use it and its intrinsic limitations.\u003c\/p\u003e","brand":"Zhou Ji","offers":[{"title":"Paperback","offer_id":44348101197985,"sku":"9781111140800","price":32.25,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0462\/1120\/3233\/files\/1jevedd-front-shortedge-384_73a2bca4-fb19-43d5-8f5b-40b39c69c9bf.jpg?v=1748488605","url":"https:\/\/bookswholesale.myshopify.com\/products\/negative-selection-algorithms-from-the-thymus-to-v-detector","provider":"BooksWholesale","version":"1.0","type":"link"}