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003			ES-MaUEC
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007			cr nn nnnaamaa
008			190118s2019 gw a o |||| 0|eng d
020			_a9783030049218 _9
024	7		_a10.1007/978-3-030-04921-8 _2doi
040			_bspa _dES-MaUEC
050		4	_aQA76.9.D343 _b2019 EB
245	0	0	_aHigh-Utility Pattern Mining : _bTheory, Algorithms and Applications _cedited by Philippe Fournier-Viger, Jerry Chun-Wei Lin, Roger Nkambou, Bay Vo, Vincent S. Tseng.
264		1	_aCham _bSpringer International Publishing : _bImprint: Springer _c2019.
300			_a1 recurso en línea (VIII, 337 páginas) _b123 ilustraciones,79 ilustraciones a color
347			_atext file _bPDF
490	0		_aStudies in Big Data _x2197-6503 _v51
505	0		_aIntroduction -- Problem Definition -- Algorithms -- Extensions of the Problem -- Research Opportunities -- Open-Source Implementations -- Conclusion.
520	3		_aThis book presents an overview of techniques for discovering high-utility patterns (patterns with a high importance) in data. It introduces the main types of high-utility patterns, as well as the theory and core algorithms for high-utility pattern mining, and describes recent advances, applications, open-source software, and research opportunities. It also discusses several types of discrete data, including customer transaction data and sequential data. The book consists of twelve chapters, seven of which are surveys presenting the main subfields of high-utility pattern mining, including itemset mining, sequential pattern mining, big data pattern mining, metaheuristic-based approaches, privacy-preserving pattern mining, and pattern visualization. The remaining five chapters describe key techniques and applications, such as discovering concise representations and regular patterns.
650		7	_aData mining _2embne _9162648
700	1		_aFournier-Viger, Philippe. _eeditor literario _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aLin, Jerry Chun-Wei. _eeditor literario _4edt _4http://id.loc.gov/vocabulary/relators/edt _997450
700	1		_aNkambou, Roger. _eeditor literario _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aVo, Bay. _eeditor literario _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aTseng, Vincent S. _eeditor literario _4edt _4http://id.loc.gov/vocabulary/relators/edt
710	2		_aSpringerLink (Online service) _9106996
776	0	8	_iPrinted edition: _z9783030049201
776	0	8	_iPrinted edition: _z9783030049225
856	4	0	_uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-030-04921-8 _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 _b10/2019 _cm _dz _ea _feng _ggw _h0
999			_c111290 _d111290 _x1