000			02911nam a22003855i 4500
001			111261
003			ES-MaUEC
005			20230102113503.0
006			a||||fo|||| 00| 0
007			cr nn nnnaamaa
008			190110s2019 gw a o |||| 0|eng d
020			_a9783030051273 _9
024	7		_a10.1007/978-3-030-05127-3 _2doi
040			_bspa _dES-MaUEC _cES-MaUEC
050		4	_aQA76.9.D343 _b2019 EB
100	1		_aRanga Suri, N. N. R. _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut
245	1	0	_aOutlier Detection : _bTechniques and Applications : _bA Data Mining Perspective _cby N. N. R. Ranga Suri, Narasimha Murty M, G. Athithan.
264		1	_aCham _bSpringer International Publishing : _bImprint: Springer _c2019.
300			_a1 recurso en línea (XXII, 214 páginas) _b 48 ilustraciones,3 ilustraciones a color
347			_atext file _bPDF
490	0		_aIntelligent Systems Reference Library _x1868-4394 _v155
505	0		_aIntroduction -- Outlier Detection -- Research Issues in Outlier Detection -- Computational Preliminaries -- Outlier Detection in Categorical Data -- Outliers in High Dimensional Data.
520	3		_aThis book, drawing on recent literature, highlights several methodologies for the detection of outliers and explains how to apply them to solve several interesting real-life problems. The detection of objects that deviate from the norm in a data set is an essential task in data mining due to its significance in many contemporary applications. More specifically, the detection of fraud in e-commerce transactions and discovering anomalies in network data have become prominent tasks, given recent developments in the field of information and communication technologies and security. Accordingly, the book sheds light on specific state-of-the-art algorithmic approaches such as the community-based analysis of networks and characterization of temporal outliers present in dynamic networks. It offers a valuable resource for young researchers working in data mining, helping them understand the technical depth of the outlier detection problem and devise innovative solutions to address related challenges.
650		7	_aData mining _2embne _9162648
700	1		_aMurty M, Narasimha. _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut
700	1		_aAthithan, G. _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut
710	2		_aSpringerLink (Online service) _9106996
776	0	8	_iPrinted edition: _z9783030051259
776	0	8	_iPrinted edition: _z9783030051266
856	4	0	_uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-030-05127-3 _zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
490	0		_aIntelligent Technologies and Robotics (Springer-42732)
942			_2lcc _cLE
988			_aPrimersemestre_2019_Robotics
998			_aSI _a_alco _a_vill _b09/2019 _cm _dz _ea _feng _ggw _h0
999			_c111261 _d111261 _x1