Hurtig levering
Fremragende Trustpilot
Op til 20% Rabat på nye medlemsordrer
Kurv
Feature Selection and Enhanced Krill Herd Algorithm for Text Document Clustering
Af: Laith Mohammad Qasim Abualigah Engelsk Hardback
SPAR
kr 253
Feature Selection and Enhanced Krill Herd Algorithm for Text Document Clustering
Af: Laith Mohammad Qasim Abualigah Engelsk Hardback

This book puts forward a new method for solving the text document (TD) clustering problem, which is established in two main stages: (i) A new feature selection method based on a particle swarm optimization algorithm with a novel weighting scheme is proposed, as well as a detailed dimension reduction technique, in order to obtain a new subset of more informative features with low-dimensional space. This new subset is subsequently used to improve the performance of the text clustering (TC) algorithm and reduce its computation time. The k-mean clustering algorithm is used to evaluate the effectiveness of the obtained subsets. (ii) Four krill herd algorithms (KHAs), namely, the (a) basic KHA, (b) modified KHA, (c) hybrid KHA, and (d) multi-objective hybrid KHA, are proposed to solve the TC problem; each algorithm represents an incremental improvement on its predecessor. For the evaluation process, seven benchmark text datasets are used with different characterizations and complexities.

Text document (TD) clustering is a new trend in text mining in which the TDs are separated into several coherent clusters, where all documents in the same cluster are similar. The findings presented here confirm that the proposed methods and algorithms delivered the best results in comparison with other, similar methods to be found in the literature.

Eksklusiv medlemspris 761 kr
Medlemspris 786 kr
Eksklusiv medlemspris og medlemspris er kun for medlemmer. Du bliver automatisk medlem når du køber til eksklusiv medlemspris eller medlemspris. Få 7 dages gratis medlemskab (herefter automatisk 89 kr/30 dage). Læs mere om fordelene
Gratis fragt
23 - 25 hverdage
10 kr
Lavt pakkegebyr
Normalpris 1.014 kr
Fragt: 59 kr
23 - 25 hverdage
20 kr
Pakkegebyr
Spar 253 kr
Se vores konkurrenters priser her
God 15.840 anmeldelser på

This book puts forward a new method for solving the text document (TD) clustering problem, which is established in two main stages: (i) A new feature selection method based on a particle swarm optimization algorithm with a novel weighting scheme is proposed, as well as a detailed dimension reduction technique, in order to obtain a new subset of more informative features with low-dimensional space. This new subset is subsequently used to improve the performance of the text clustering (TC) algorithm and reduce its computation time. The k-mean clustering algorithm is used to evaluate the effectiveness of the obtained subsets. (ii) Four krill herd algorithms (KHAs), namely, the (a) basic KHA, (b) modified KHA, (c) hybrid KHA, and (d) multi-objective hybrid KHA, are proposed to solve the TC problem; each algorithm represents an incremental improvement on its predecessor. For the evaluation process, seven benchmark text datasets are used with different characterizations and complexities.

Text document (TD) clustering is a new trend in text mining in which the TDs are separated into several coherent clusters, where all documents in the same cluster are similar. The findings presented here confirm that the proposed methods and algorithms delivered the best results in comparison with other, similar methods to be found in the literature.

Produktdetaljer
Sprog: Engelsk
Sider: 165
ISBN-13: 9783030106737
Indbinding: Hardback
Udgave:
ISBN-10: 303010673X
Udg. Dato: 3 jan 2019
Længde: 0mm
Bredde: 235mm
Højde: 155mm
Oplagsdato: 3 jan 2019
Forfatter(e) Laith Mohammad Qasim Abualigah


Kategori Kunstig intelligens


Sprog Engelsk


Indbinding Hardback


Sider 165


Udgave


Længde 0mm


Bredde 235mm


Højde 155mm

MEDLEMSFORDELE
GRATIS FRAGT
SPAR OP TIL 90%
Andre har også købt
BOG (HÆFTET)
Eksklusiv medlemspris kr 189

kr 280
Normalpris
kr 198
Medlemspris
SPAR
kr 91
BOG (INDBUNDET)
Eksklusiv medlemspris kr 380

kr 499
Normalpris
kr 392
Medlemspris
SPAR
kr 119
BOG (INDBUNDET)
Eksklusiv medlemspris kr 220

kr 320
Normalpris
kr 230
Medlemspris
SPAR
kr 100
BOG (INDBUNDET)
Eksklusiv medlemspris kr 919

kr 1.499
Normalpris
kr 977
Medlemspris
SPAR
kr 580
BOG (INDBUNDET)
Eksklusiv medlemspris kr 208

kr 299
Normalpris
kr 217
Medlemspris
SPAR
kr 91
BOG (INDBUNDET)
Eksklusiv medlemspris kr 183

kr 270
Normalpris
kr 192
Medlemspris
SPAR
kr 87
BOG (INDBUNDET)
Eksklusiv medlemspris kr 329

kr 499
Normalpris
kr 346
Medlemspris
SPAR
kr 170
BOG (INDBUNDET)
Eksklusiv medlemspris kr 214

kr 320
Normalpris
kr 225
Medlemspris
SPAR
kr 106
BOG (HÆFTET)
Eksklusiv medlemspris kr 27

kr 227
Normalpris
kr 47
Medlemspris
SPAR
kr 200
BOG (HÆFTET)
Eksklusiv medlemspris kr 297

kr 350
Normalpris
kr 302
Medlemspris
SPAR
kr 53
BOG (HÆFTET)
Eksklusiv medlemspris kr 207

kr 269
Normalpris
kr 213
Medlemspris
SPAR
kr 62
BOG (INDBUNDET)
Eksklusiv medlemspris kr 229

kr 299
Normalpris
kr 236
Medlemspris
SPAR
kr 70
BOG (PAPERBACK)
Eksklusiv medlemspris kr 106

kr 140
Normalpris
kr 109
Medlemspris
SPAR
kr 34
BOG (PAPERBACK)
Eksklusiv medlemspris kr 166

kr 201
Normalpris
kr 170
Medlemspris
SPAR
kr 35
BOG (INDBUNDET)
Eksklusiv medlemspris kr 239

kr 329
Normalpris
kr 248
Medlemspris
SPAR
kr 90
BOG (HÆFTET)
Eksklusiv medlemspris kr 211

kr 299
Normalpris
kr 220
Medlemspris
SPAR
kr 88
BOG (HÆFTET)
Eksklusiv medlemspris kr 191

kr 269
Normalpris
kr 199
Medlemspris
SPAR
kr 78
BOG (HÆFTET)
Eksklusiv medlemspris kr 314

kr 349
Normalpris
kr 318
Medlemspris
SPAR
kr 35
BOG (INDBUNDET)
Eksklusiv medlemspris kr 329

kr 499
Normalpris
kr 346
Medlemspris
SPAR
kr 170
BOG (INDBUNDET)
Eksklusiv medlemspris kr 183

kr 270
Normalpris
kr 192
Medlemspris
SPAR
kr 87
Vi anbefaler også
BOG (HARDBACK)
Eksklusiv medlemspris kr 922

kr 1.194
Normalpris
kr 949
Medlemspris
SPAR
kr 272
BOG (HARDBACK)
Eksklusiv medlemspris kr 889

kr 1.149
Normalpris
kr 915
Medlemspris
SPAR
kr 260
BOG (HARDBACK)
Eksklusiv medlemspris kr 761

kr 1.014
Normalpris
kr 786
Medlemspris
SPAR
kr 253
BOG (PAPERBACK)
Eksklusiv medlemspris kr 919

kr 1.239
Normalpris
kr 951
Medlemspris
SPAR
kr 320
BOG (PAPERBACK)
Eksklusiv medlemspris kr 761

kr 1.014
Normalpris
kr 786
Medlemspris
SPAR
kr 253
BOG (PAPERBACK)
Eksklusiv medlemspris kr 761

kr 1.014
Normalpris
kr 786
Medlemspris
SPAR
kr 253
BOG (HARDBACK)
Eksklusiv medlemspris kr 758

kr 969
Normalpris
kr 779
Medlemspris
SPAR
kr 211
BOG (PAPERBACK)
Eksklusiv medlemspris kr 682

kr 901
Normalpris
kr 704
Medlemspris
SPAR
kr 219
BOG (PAPERBACK)
Eksklusiv medlemspris kr 761

kr 1.014
Normalpris
kr 786
Medlemspris
SPAR
kr 253
BOG (PAPERBACK)
Eksklusiv medlemspris kr 446

kr 563
Normalpris
kr 458
Medlemspris
SPAR
kr 117
BOG (PAPERBACK)
Eksklusiv medlemspris kr 485

kr 619
Normalpris
kr 498
Medlemspris
SPAR
kr 134
BOG (PAPERBACK)
Eksklusiv medlemspris kr 485

kr 619
Normalpris
kr 498
Medlemspris
SPAR
kr 134
BOG (PAPERBACK)
Eksklusiv medlemspris kr 407

kr 506
Normalpris
kr 417
Medlemspris
SPAR
kr 99
BOG (PAPERBACK)
Eksklusiv medlemspris kr 446

kr 563
Normalpris
kr 458
Medlemspris
SPAR
kr 117
BOG (PAPERBACK)
Eksklusiv medlemspris kr 407

kr 506
Normalpris
kr 417
Medlemspris
SPAR
kr 99
BOG (HARDBACK)
Eksklusiv medlemspris kr 446

kr 459
Normalpris
kr 447
Medlemspris
SPAR
kr 13
BOG (HARDBACK)
Eksklusiv medlemspris kr 761

kr 1.014
Normalpris
kr 786
Medlemspris
SPAR
kr 253
BOG (PAPERBACK)
Eksklusiv medlemspris kr 682

kr 810
Normalpris
kr 695
Medlemspris
SPAR
kr 128
BOG (PAPERBACK)
Eksklusiv medlemspris kr 682

kr 901
Normalpris
kr 704
Medlemspris
SPAR
kr 219
BOG (PAPERBACK)
Eksklusiv medlemspris kr 919

kr 1.239
Normalpris
kr 951
Medlemspris
SPAR
kr 320