000			02483nam a22003377a 4500
003			OSt
005			20250702104504.0
008			250702b |||||||| |||| 00| 0 eng d
020			_a9783540349556 _q(hardcover)
040			_beng _cDLC _dDLC _erda _aSai University Library
082			_222 _a006.312 _bGRO
245	0	0	_aSwarm intelligence in data mining / _cAjith Abraham, Crina Grosan, Vitorino Ramos editors
260			_aBerlin, New York : _bSpringer, _c2006
264		1	_aBerlin, New York : _bSpringer, _c2006
264		4	_c©2006
300			_axviii, 267 pages :
336			_2rdacontent _atext _btxt
337			_2rdamedia _aunmediated _bn
338			_2rdacarrier _avolume _bnc
490	1		_aStudies in computational intelligence, _vv. 34 _x1860-949X ;
500			_aGifted by Professor Ajith Abraham
504			_aIncludes bibliographical references and index.
520			_aSwarm Intelligence is an innovative distributed intelligent paradigm for solving optimization problems that originally took its inspiration from the biological examples by swarming, flocking and herding phenomena in vertebrates. Data Mining is an analytic process designed to explore large amounts of data in search of consistent patterns and/or systematic relationships between variables, and then to validate the findings by applying the detected patterns to new subsets of data. This book deals with the application of swarm intelligence in data mining. Addressing the various issues of swarm intelligence and data mining using different intelligent approaches is the novelty of this edited volume. This volume comprises of 11 chapters including an introductory chapter giving the fundamental definitions and some important research challenges. Important features include the detailed overview of the various swarm intelligence and data mining paradigms, excellent coverage of timely, advanced data mining topics, state-of-the-art theoretical research and application developments and chapters authored by pioneers in the field. Academics, scientists as well as engineers engaged in research, development and application of optimization techniques and data mining will find the comprehensive coverage of this book invaluable.
650		0	_aSwarm intelligence
650		0	_aData mining
700	1		_aAbraham, Ajith _eeditor
700	1		_aGrosan, Crina _eeditor
700	1		_aRamos, Vitorino _eeditor
830			_aStudies in computational intelligence ; _vv. 34. _x1860-949X
942			_2ddc _cBK
999			_c6829 _d6829