wordpress 24hour trainer 2 edition
Applying UML and patterns 2 edition
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08/02/2014, 15:08
... Artifacts in this Iteration 322
22 GRASP: More Patterns for Assigning Responsibilities 325
Polymorphism 326 Pure
Fabrication 329
Indirection 3 32
Protected Variations
334
23 Designing Use-Case ... Roles in Associations 420
Derived Elements 421
Qualified Associations 422
Reflexive Associations 423
Ordered Elements 423
Using Packages to Organize the Domain Model 423
28 Adding New SSDs ... Workflows) 20
Process Customization and the Development Case 23
The Agile UP 24
The Sequential "Waterfall" Lifecycle 25
You Know You Didn't Understand the UP When 26
Further...
- 616
- 559
- 0
The 2 Edition Encyclopedia of Free Online Advertising docx
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28/03/2014, 19:20
... reserved Worldwide.
38
Search Mega
$ 25 .00 $0.01 25 00
Seek Hawk
$ 25 .00 $0.01 25 00
Seekster
$ 25 .00 $0.01 25 00
Sci Seek
$ 24 .00 $0.01 24 00
E Search Zone
$ 10.00 $0.01 1000 ... 5.00 $0. 02 250
MegaCrawl
$ 2. 00 $0.01 20 0
Find Big
$ 2. 00 $0.01 20 0
The Dallas Explorer
$ 10.00 $0.05 20 0
DWI Page Inc.
$ 1.00 $0.005 20 0
Mammoth Search
$ 10.00 $0.10 100 ... Knows
$ 25 .00 $0.05 500
Meg Peg
$ 5.00 $0.01 500
Search it Fast
$ 5.00 $0.01 500
Alternative Search Engine
$ 10.00 $0.03 333
Leap Surf
$ 5.00 $0. 02 250
MegaCrawl
$ 2. 00...
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Data Mining and Knowledge Discovery Handbook, 2 Edition part 130 doc
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04/07/2014, 05:21
... 703
Regression, 133, 514, 529 , 563
linear, 95, 185, 21 0, 529 , 5 32, 564, 644,
744, 121 2, 127 3
logistic, 97, 21 8, 22 6, 527 , 531, 5 32,
645, 647, 849, 850, 10 32, 1154, 120 0,
120 1, 120 5, 121 2, 127 3
stepwise, 189
Regression,linear, ... 34, 88, 92, 94, 1 12, 135, 151, 163,
795, 798, 881, 899, 907, 961, 9 72,
10 12, 1118, 1198, 127 3
CART, 510
CART (Classification and regression trees),
34, 151, 163, 164, 22 0, 22 2, 22 4 22 6,
899, 907, ... average
(ARIMA), 122 , 527 , 1154, 1156
AUTOCLASS, 28 3
Average-link clustering, 27 9
Bagging, 20 9, 22 6, 645, 744, 801, 881, 960,
965, 966, 973, 1004, 121 1, 127 2, 127 3
Bayes factor, 183
Bayes’ theorem, 1 82
Bayesian...
- 16
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- 1
Data Mining and Knowledge Discovery Handbook, 2 Edition part 1 pps
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... Media, LLC 20 05, 20 10
Library of Congress Control Number: 20 10931143
Dr. Lior Rokach
Oded Maimon · Lior Rokach
Editors
Data Mining and Knowledge
Discovery Handbook
Second Edition
123
Contents
1 ... Systems
Engineering
84105 Beer-Sheva
Israel
liorrk@bgu.ac.il
ISBN 978-0-387-09 822 -7 e-ISBN 978-0-387-09 823 -4
DOI 10.1007/978-0-387-09 823 -4
Springer New York Dordrecht Heidelberg London
c
All rights reserved. ... requests to include the new advances in
the field in a second edition of the handbook. About half of the book is new in this
edition. This second edition aims to refresh the previous material in the fundamental
areas,...
- 10
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- 1
Data Mining and Knowledge Discovery Handbook, 2 Edition part 2 pptx
Ngày tải lên :
04/07/2014, 05:21
... A. Berk 20 9
12 Support Vector Machines
Armin Shmilovici 23 1
13 Rule Induction
Jerzy W. Grzymala-Busse 24 9
Part III Unsupervised Methods
14 A survey of Clustering Algorithms
Lior Rokach 26 9
15 ...
Contents XI
24 Using Fuzzy Logic in Data Mining
Lior Rokach 505
Part V Supporting Methods
25 Statistical Methods for Data Mining
Yoav Benjamini, Moshe Leshno 523
26 Logics for Data Mining
Petr ... Data Mining
Alex A. Freitas 371
20 A Review of Reinforcement Learning Methods
Oded Maimon, Shahar Cohen 401
21 Neural Networks For Data Mining
G. Peter Zhang 419
22 Granular Computing and Rough...
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- 1
Data Mining and Knowledge Discovery Handbook, 2 Edition part 3 pptx
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04/07/2014, 05:21
... (eds.), Data Mining and Knowledge Discovery Handbook, 2nd ed.,
DOI 10.1007/978-0-387-09 823 -4_1, © Springer Science+Business Media, LLC 20 10
4 Oded Maimon and Lior Rokach
4. Data transformation. ... there are six sections followed by a brief discussion of the changes in the
second edition.
1. The KDD Process 2. Taxonomy of Data Mining Methods 3. Data Mining within
the Complete Decision Support ... Data
Mining
Oded Maimon
1
and Lior Rokach
2
1
Department of Industrial Engineering, Tel-Aviv University, Ramat-Aviv 69978, Israel,
maimon@eng.tau.ac.il
2
Department of Information System Engineering,...
- 10
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- 2
Data Mining and Knowledge Discovery Handbook, 2 Edition part 4 ppsx
Ngày tải lên :
04/07/2014, 05:21
... retrieval, The 11th World Congress on Medical Informat-
ics (MEDINFO 20 04), San Francisco, CA, September 20 04, IOS Press, pp. 28 2 28 6.
Cohen S., Rokach L., Maimon O., Decision Tree Instance Space ... Publishing, ISBN:981 -25 6-079-3, 20 05.
Rokach, L., Decomposition methodology for classification tasks: a meta decomposer frame-
work, Pattern Analysis and Applications, 9 (20 06) :25 7 27 1.
Rokach L., Genetic ... Springer-Verlag,
20 03, pp. 24 –31.
Rokach, L. and Maimon, O. and Averbuch, M., Information Retrieval System for Medical
Narrative Reports, Lecture Notes in Artificial intelligence 3055, page 21 7 -22 8 Springer-
Verlag,...
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- 2
Data Mining and Knowledge Discovery Handbook, 2 Edition part 5 pptx
Ngày tải lên :
04/07/2014, 05:21
... al., 20 01), regular expression
matches and user-defined constraints (Cadot and di Martion, 20 03), filtering (Sung
et al., 20 02) , and others (Feekin, 20 00, Galhardas, 20 01, Zhao et al., 20 02) .
2 Data ... Ramaswamy et al., 20 00).
Other techniques such as FindOut (Yu et al., 20 02) combine clustering and outlier
detection. Neural networks are also used in this task (Hawkins et al., 20 02) , and
outlier ... neg-
atives). Among the 5,000 records of the experimental data set, 164 contain outlier
2 Data Cleansing 29
Table 2. 2. A part of the data set. An error was identified in record 199, field 14, which was
not...
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- 2
Data Mining and Knowledge Discovery Handbook, 2 Edition part 6 ppt
Ngày tải lên :
04/07/2014, 05:21
... Mining; 20 00 August 20 -23 ; Boston, MA. 29 0 -29 4.
Levitin, A. & Redman, T. A Model of the Data (Life) Cycles with Application to Quality,
Information and Software Technology 1995; 35(4) :21 7 -22 3.
Li, ... Science, Springer, 20 02, 178-196
Maletic, J. I. & Marcus, A. Data Cleansing: Beynod Integrity Analysis. Proceedings of The
Conference on Information Quality (IQ2000); 20 00 October 20 -22 ; Massachusetts ... yes
2 high yes yes yes
3 normal yes no no
4 normal no yes no
Obviously, a lot of information is missing in Table 3 .2. However, there are some
reasons (Allison, 20 02) , (Little and Rubin, 20 02) ...
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- 2
Data Mining and Knowledge Discovery Handbook, 2 Edition part 7 ppsx
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... A,
K
A
(1)={1,4,5}∩{1,3,6} = {1},
K
A
(2) = {2} ∩ {2, 4,6,8}∩ {2, 4, 5, 7} = {2} ,
K
A
(3)={3,7}∩{1,3,6} = {3},
K
A
(4)={1,4,5}∩ {2, 4,6, 8}∩ {2, 4, 5,7} = {4},
K
A
(5)={1,4,5}∩ {2, 4,5, 7} = {4,5},
K
A
(6)={6,7}∩ {2, 4,6,8}∩{1, 3, ... {6},
K
A
(7)={6,7}∩{3,7}∩ {2, 4,5, 7} = {7}, and
K
A
(8)= {2, 4,6,8}.
and for Table 3.15 and B = A,
K
A
(1)={1,3,4,5,8}∩{1, 3, 6, 8}= {1, 3, 8},
K
A
(2) = {2, 3,8}∩{1 ,2, 4, 5, 6, 8}∩ {2, 4,5,7,8}= {2, 8},
K
A
(3)={1,3,5,7}∩{1,3, ... no yes
2 1 02. 6 yes yes yes
3 100 .2 no no no
4 99.6 yes yes yes
5 99.8 yes yes no
6 96.4 yes no no
7 96.6 no yes no
8 1 02. 6 yes yes yes
Table 3. 12. Dataset Restricted to the Concept {1, 2, 4, 8}.
Case...
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Data Mining and Knowledge Discovery Handbook, 2 Edition part 8 potx
Ngày tải lên :
04/07/2014, 05:21
... then
v
n
≡
1
m
m
∑
i=1
((x
i
−
μ
) ·n)
2
=
1
m
m
∑
i=1
θ
2
i
(4 .2)
and that along some other unit direction n
is
v
n
≡
1
m
m
∑
i=1
((x
i
−
μ
) ·n
)
2
=
1
m
m
∑
i=1
θ
2
i
(n ·n
)
2
(4.3)
Since (n ·n
)
2
= cos
2
φ
, ... projections.
−1 −0.8 −0.6 −0.4 −0 .2 0 0 .2 0.4 0.6 0.8 1
0
0 .2
0.4
0.6
0.8
1
1 .2
1.4
1.6
1.8
2
Fig. 4.1. Dotted line: a Gaussian with zero mean and variance 1 /21 . Solid line: the density
projected ... Aix-en-Provence, France, 20 02, 28 6 – 29 5
Yao Y.Y. On the generalizing rough set theory. Proc. of the 9th Int. Conference on Rough
Sets, Fuzzy Sets, Data Mining and Granular Computing (RSFDGrC 20 03), Chongqing,
China,...
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