{"product_id":"outlier-and-anomaly-detection-von-victoria-hodge","title":"Outlier and Anomaly Detection","description":"\u003cp\u003eAn outlier or anomaly is a data point that is inconsistent with the rest of the data population.    Outlier or anomaly detection has been used for centuries to detect and remove anomalous observations from   data. It is used to   monitor vital infrastructure such as utility distribution networks, transportation networks, machinery or computer networks for faults.   Detection can identify faults   before they escalate with potentially catastrophic consequences.   Today, principled and systematic detection techniques are used, drawn from the full gamut of Computer   Science and Statistics. The book forms a survey of techniques covering statistical,   proximity-based, density-based, neural, natural computation, machine   learning, distributed and hybrid systems. It identifies their respective motivations   and distinguishes their advantages and disadvantages in a comparative review.   It aims to provide the reader with a feel of the diversity and   multiplicity of techniques available.    The survey should be useful to advanced undergraduate and postgraduate computer and   library\/information science students and researchers analysing and developing outlier and anomaly detection systems.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783846548226\"\u003e\u003ch3\u003eA Survey of Outlier and Anomaly Detection Methods\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783846548226","offer_id":39471330721885,"sku":"9783846548226","price":49.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/85acea9f-1ff3-4674-939c-a187603b8b3c.jpg?v=1756185076","url":"https:\/\/shop.autorenwelt.de\/products\/outlier-and-anomaly-detection-von-victoria-hodge","provider":"Autorenwelt Shop","version":"1.0","type":"link"}