Principles of Data Mining

Front Cover
Springer Science & Business Media, Mar 6, 2007 - Computers - 354 pages
0 Reviews
Data Mining, the automatic extraction of implicit and potentially useful information from data, is increasingly used in commercial, scientific and other application areas. This book explains and explores the principal techniques of Data Mining: for classification, generation of association rules and clustering. It is written for readers without a strong background in mathematics or statistics and focuses on detailed examples and explanations of the algorithms given. This should prove of value to readers of all kinds, from those whose only use of data mining techniques will be via commercial packages right through to academic researchers. This book aims to help the general reader develop the necessary understanding to use commercial data mining packages discriminatingly, as well as enabling the advanced reader to understand or contribute to future technical advances in the field. Each chapter has practical exercises to enable readers to check their progress. A full glossary of technical terms used is included.
 

What people are saying - Write a review

We haven't found any reviews in the usual places.

Contents

II
11
III
12
IV
14
VI
15
VII
17
X
18
XI
19
XII
20
XCVI
148
XCVII
152
XCVIII
154
C
155
CI
157
CII
160
CIII
162
CIV
169

XIV
22
XV
24
XVI
31
XVII
34
XVIII
37
XIX
38
XXI
39
XXIII
41
XXIV
42
XXV
43
XXVI
44
XXVII
47
XXVIII
49
XXIX
50
XXXI
51
XXXII
52
XXXIII
53
XXXIV
55
XXXV
56
XXXVI
59
XXXVII
60
XXXVIII
62
XXXIX
63
XLI
65
XLII
66
XLIII
68
XLV
70
XLVI
72
XLVII
73
XLVIII
74
XLIX
75
L
76
LI
77
LII
78
LIII
80
LIV
81
LV
82
LVII
83
LVIII
84
LIX
86
LX
87
LXII
89
LXIV
90
LXV
91
LXVII
93
LXVIII
95
LXIX
96
LXX
97
LXXI
102
LXXII
105
LXXIII
108
LXXIV
113
LXXVI
115
LXXVIII
116
LXXIX
118
LXXXI
119
LXXXII
120
LXXXIV
125
LXXXV
126
LXXXVI
128
LXXXVII
133
LXXXVIII
134
LXXXIX
135
XC
138
XCI
140
XCII
141
XCIII
144
XCIV
145
XCV
147
CV
170
CVI
171
CVIII
173
CIX
174
CX
176
CXI
179
CXII
180
CXIII
182
CXIV
183
CXV
184
CXVI
185
CXVII
186
CXVIII
189
CXIX
191
CXX
193
CXXI
195
CXXIII
196
CXXIV
197
CXXV
198
CXXVI
201
CXXVIII
203
CXXIX
204
CXXX
205
CXXXI
206
CXXXII
208
CXXXIII
209
CXXXIV
212
CXXXV
214
CXXXVI
216
CXXXVII
218
CXXXVIII
219
CXXXIX
220
CXL
224
CXLI
225
CXLII
230
CXLIII
231
CXLIV
233
CXLV
236
CXLVI
237
CXLVII
238
CXLVIII
239
CXLIX
240
CL
242
CLI
243
CLIII
245
CLIV
246
CLV
247
CLVI
248
CLVIII
249
CLIX
253
CLXI
255
CLXII
257
CLXIII
258
CLXIV
259
CLXV
260
CLXVII
261
CLXVIII
262
CLXIX
263
CLXX
264
CLXXI
266
CLXXII
267
CLXXIII
269
CLXXIV
271
CLXXV
272
CLXXVI
293
CLXXVII
297
CLXXVIII
314
CLXXIX
339
Copyright

Other editions - View all

Common terms and phrases