000			02716cam a22005534a 4500
001			musev2_60833
003			MdBmJHUP
005			20240815120749.0
006			m o d
007			cr||||||||nn|n
008			180605s2018 mau o 00 0 eng d
020			_a9780262346047
020			_z0262346044
020			_z9780262037792
035			_a(OCoLC)1042908181
040			_aMdBmJHUP _cMdBmJHUP
100	1		_aBifet, Albert, _eauthor.
245	1	0	_aMachine Learning for Data Streams : _bwith Practical Examples in MOA / _cAlbert Bifet, Ricard Gavaldà, Geoff Holmes, Bernhard Pfahringer.
264		1	_aLondon, England : _bThe MIT Press, _c[2017]
264		3	_aBaltimore, Md. : _bProject MUSE, _c2018
264		4	_c©[2017]
300			_a1 online resource: _billustrations
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
490	0		_aAdaptive computation and machine learning
505	0		_aIntro; Contents; List of Figures; List of Tables; Preface; I INTRODUCTION; 1 Introduction; 2 Big Data Stream Mining; 3 Hands-on Introduction to MOA; II STREAM MINING; 4 Streams and Sketches; 5 Dealing with Change; 6 Classification; 7 Ensemble Methods; 8 Regression; 9 Clustering; 10 Frequent Pattern Mining; III THE MOA SOFTWARE; 11 Introduction to MOA and Its Ecosystem; 12 The Graphical User Interface; 13 Using the Command Line; 14 Using the API; 15 Developing New Methods in MOA; Bibliography; Index
506	0		_aOpen Access _fUnrestricted online access _2star
520			_aA hands-on approach to tasks and techniques in data stream mining and real-time analytics, with examples in MOA, a popular freely available open-source software framework.
588			_aDescription based on print version record.
650		7	_aNeural networks (Computer science) _2fast _0(OCoLC)fst01036260
650		7	_aMachine learning. _2fast _0(OCoLC)fst01004795
650		7	_aDatabase management. _2fast _0(OCoLC)fst00888037
650		7	_aCOMPUTERS / Artificial Intelligence / General. _2bisacsh
650		6	_aApprentissage automatique.
650		6	_aReseaux neuronaux (Informatique)
650		6	_aBases de donnees _xGestion.
650		0	_aMachine learning.
650		0	_aNeural networks (Computer science)
650		0	_aDatabase management.
655		7	_aElectronic books. _2local
700	1		_aPfahringer, Bernhard, _eauthor.
700	1		_aHolmes, Geoffrey, _eauthor.
700	1		_aGavaldà, Ricard, _d1964- _eauthor.
710	2		_aM.I.T. Press, _epublisher.
710	2		_aProject Muse. _edistributor
830		0	_aBook collections on Project MUSE.
856	4	0	_zFull text available: _uhttps://muse.jhu.edu/book/60833/
999			_c232093 _d232092