000			02912nam a22005055i 4500
001			978-0-387-88615-2
003			DE-He213
005			20251006084428.0
007			cr nn 008mamaa
008			100301s2009 xxu| s |||| 0|eng d
020			_a9780387886152
020			_a99780387886152
024	7		_a10.1007/978-0-387-88615-2 _2doi
082	0	4	_a519.6 _223
100	1		_aMucherino, Antonio. _eauthor.
245	1	0	_aData Mining in Agriculture _h[electronic resource] / _cby Antonio Mucherino, Petraq J. Papajorgji, Panos M. Pardalos.
264		1	_aNew York, NY : _bSpringer New York, _c2009.
300			_aXVIII, 274p. 92 illus. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aSpringer Optimization and Its Applications, _x1931-6828 ; _v34
505	0		_ato Data Mining -- Statistical Based Approaches -- Clustering by -means -- -Nearest Neighbor Classification -- Artificial Neural Networks -- Support Vector Machines -- Biclustering -- Validation -- Data Mining in a Parallel Environment -- Solutions to Exercises.
520			_aData Mining in Agriculture represents a comprehensive effort to provide graduate students and researchers with an analytical text on data mining techniques applied to agriculture and environmental related fields. This book presents both theoretical and practical insights with a focus on presenting the context of each data mining technique rather intuitively with ample concrete examples represented graphically and with algorithms written in MATLAB®. Examples and exercises with solutions are provided at the end of each chapter to facilitate the comprehension of the material. For each data mining technique described in the book variants and improvements of the basic algorithm are also given. Also by P.J. Papajorgji and P.M. Pardalos: Advances in Modeling Agricultural Systems, 'Springer Optimization and its Applications' vol. 25, ©2009.
650		0	_aMATHEMATICS.
650		0	_aAGRICULTURE.
650		0	_aOPERATIONS RESEARCH.
650		0	_aENVIRONMENTAL SCIENCES.
650	1	4	_aMATHEMATICS.
650	2	4	_aOPERATIONS RESEARCH, MATHEMATICAL PROGRAMMING.
650	2	4	_aMATH. APPL. IN ENVIRONMENTAL SCIENCE.
650	2	4	_aMATHEMATICAL MODELING AND INDUSTRIAL MATHEMATICS.
650	2	4	_aAGRICULTURE.
700	1		_aPapajorgji, Petraq J. _eauthor.
700	1		_aPardalos, Panos M. _eauthor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9780387886145
830		0	_aSpringer Optimization and Its Applications, _x1931-6828 ; _v34
856	4	0	_uhttp://dx.doi.org/10.1007/978-0-387-88615-2 _zVer el texto completo en las instalaciones del CICY
912			_aZDB-2-SMA
942			_2ddc _cER
999			_c59387 _d59387