Soft computing for knowledge discovery and data mining:
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York
Springer
2008
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | 431 S. 20 schw.-w. Ill. |
| ISBN: | 9780387699349 0387699341 9780387699356 |
Internformat
MARC
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| 245 | 1 | 0 | |a Soft computing for knowledge discovery and data mining |c ed. by Oded Maimon ... |
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| 300 | |a 431 S. |b 20 schw.-w. Ill. | ||
| 336 | |b txt |2 rdacontent | ||
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| 650 | 4 | |a Exploration de données (Informatique) | |
| 650 | 4 | |a Informatique douce | |
| 650 | 4 | |a Datenverarbeitung | |
| 650 | 4 | |a Data mining |x Data processing | |
| 650 | 4 | |a Database searching |x Data processing | |
| 650 | 4 | |a Soft computing | |
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Datensatz im Suchindex
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|---|---|
| adam_text | Contents
Introduction
to Soft Computing for Knowledge Discovery and
Data Mining
Oded
Maimon,
Hor Rokách
....................................... 1
Part I Neural Network Methods
Neural Networks For Data Mining
G. Peter Zhang
.................................................. 17
Improved
SOM
Labeling Methodology for Data Mining
Applications
Arnulfo Azcarraga, Ming-Huei Hsieh, Shan-Ling Pan, Rudy Setiono
.... 45
Part II Evolutionary Methods
A Review of Evolutionary Algorithms for Data Mining
Alcr A. Fnitas
.................................................. 79
Genetic Clustering for Data Mining
Murilo
Coelha
Snidi
André
Carlos Ponce
de Leon
Ferreira
de
Carvalho
Ricardo
Јоне
Gubrif-lìi
Barreto
Carnpello
Eduardo
Raul
Hruschka
......113
Discovering New Rule Induction Algorithms with
Grammar-based Genetic Programming
Gisele
L.
Pappa.
Ah
.r
A. Fri
¡fus
...................................133
Evolutionary
Design
of Code-matrices for Multiclass
Problems
Ana Carolina Lorena.
André C.
P.
L. F.
di C nrnilho
.................153
X
Contents
Part III Fuzzy Logic Methods
The Role of Fuzzy Sets in Data Mining
Lior
Rokách
.....................................................187
Support Vector Machines and Fuzzy Systems
Yixin Chen
......................................................205
KDD in Marketing with Genetic Fuzzy Systems
Jorge Casillas, Francisco J. Martinez-Lopez
.........................225
Knowledge Discovery in a Framework for Modelling with
Words
Zengchang Qin, Jonathan Lawry
...................................241
Part IV Advanced Soft Computing Methods and Areas
Swarm Intelligence Algorithms for Data Clustering
Ajith Abraham, Swagatam Das, Sandip Roy
.........................279
A Diffusion Framework for Dimensionality Reduction
Alon Scholar
....................................................315
Data Mining and Agent Technology: a fruitful symbiosis
Christos
Dimou, Andreas L. Symeonidis,, Pericles A. Mitkas
..........327
Approximate Frequent Itemset Mining In the Presence of
Random Noise
Hong Cheng, Philip S. Yu, Jiawei Han
..............................363
The Impact of Overfitting and Overgeneralization on the
Classification Accuracy in Data Mining
Huy Nguyen Anh Pham, Evangelos Triantaphyllou
...................391
Index
..........................................................433
|
| adam_txt |
Contents
Introduction
to Soft Computing for Knowledge Discovery and
Data Mining
Oded
Maimon,
Hor Rokách
. 1
Part I Neural Network Methods
Neural Networks For Data Mining
G. Peter Zhang
. 17
Improved
SOM
Labeling Methodology for Data Mining
Applications
Arnulfo Azcarraga, Ming-Huei Hsieh, Shan-Ling Pan, Rudy Setiono
. 45
Part II Evolutionary Methods
A Review of Evolutionary Algorithms for Data Mining
Alcr A. Fnitas
. 79
Genetic Clustering for Data Mining
Murilo
Coelha
Snidi
André
Carlos Ponce
de Leon
Ferreira
de
Carvalho
Ricardo
Јоне
Gubrif-lìi
Barreto
Carnpello
Eduardo
Raul
Hruschka
.113
Discovering New Rule Induction Algorithms with
Grammar-based Genetic Programming
Gisele
L.
Pappa.
Ah
.r
A. Fri
¡fus
.133
Evolutionary
Design
of Code-matrices for Multiclass
Problems
Ana Carolina Lorena.
André C.
P.
L. F.
di C'nrnilho
.153
X
Contents
Part III Fuzzy Logic Methods
The Role of Fuzzy Sets in Data Mining
Lior
Rokách
.187
Support Vector Machines and Fuzzy Systems
Yixin Chen
.205
KDD in Marketing with Genetic Fuzzy Systems
Jorge Casillas, Francisco J. Martinez-Lopez
.225
Knowledge Discovery in a Framework for Modelling with
Words
Zengchang Qin, Jonathan Lawry
.241
Part IV Advanced Soft Computing Methods and Areas
Swarm Intelligence Algorithms for Data Clustering
Ajith Abraham, Swagatam Das, Sandip Roy
.279
A Diffusion Framework for Dimensionality Reduction
Alon Scholar
.315
Data Mining and Agent Technology: a fruitful symbiosis
Christos
Dimou, Andreas L. Symeonidis,, Pericles A. Mitkas
.327
Approximate Frequent Itemset Mining In the Presence of
Random Noise
Hong Cheng, Philip S. Yu, Jiawei Han
.363
The Impact of Overfitting and Overgeneralization on the
Classification Accuracy in Data Mining
Huy Nguyen Anh Pham, Evangelos Triantaphyllou
.391
Index
.433 |
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| discipline | Informatik |
| discipline_str_mv | Informatik |
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| spelling | Soft computing for knowledge discovery and data mining ed. by Oded Maimon ... New York Springer 2008 431 S. 20 schw.-w. Ill. txt rdacontent n rdamedia nc rdacarrier Bases de données - Interrogation Exploration de données (Informatique) Informatique douce Datenverarbeitung Data mining Data processing Database searching Data processing Soft computing Soft Computing (DE-588)4455833-8 gnd rswk-swf Wissensmanagement (DE-588)4561842-2 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Data Mining (DE-588)4428654-5 s Wissensmanagement (DE-588)4561842-2 s Soft Computing (DE-588)4455833-8 s DE-604 Maimon, Oded Z. (DE-588)143250833 edt Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015511677&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Soft computing for knowledge discovery and data mining Bases de données - Interrogation Exploration de données (Informatique) Informatique douce Datenverarbeitung Data mining Data processing Database searching Data processing Soft computing Soft Computing (DE-588)4455833-8 gnd Wissensmanagement (DE-588)4561842-2 gnd Data Mining (DE-588)4428654-5 gnd |
| subject_GND | (DE-588)4455833-8 (DE-588)4561842-2 (DE-588)4428654-5 (DE-588)4143413-4 |
| title | Soft computing for knowledge discovery and data mining |
| title_auth | Soft computing for knowledge discovery and data mining |
| title_exact_search | Soft computing for knowledge discovery and data mining |
| title_exact_search_txtP | Soft computing for knowledge discovery and data mining |
| title_full | Soft computing for knowledge discovery and data mining ed. by Oded Maimon ... |
| title_fullStr | Soft computing for knowledge discovery and data mining ed. by Oded Maimon ... |
| title_full_unstemmed | Soft computing for knowledge discovery and data mining ed. by Oded Maimon ... |
| title_short | Soft computing for knowledge discovery and data mining |
| title_sort | soft computing for knowledge discovery and data mining |
| topic | Bases de données - Interrogation Exploration de données (Informatique) Informatique douce Datenverarbeitung Data mining Data processing Database searching Data processing Soft computing Soft Computing (DE-588)4455833-8 gnd Wissensmanagement (DE-588)4561842-2 gnd Data Mining (DE-588)4428654-5 gnd |
| topic_facet | Bases de données - Interrogation Exploration de données (Informatique) Informatique douce Datenverarbeitung Data mining Data processing Database searching Data processing Soft computing Soft Computing Wissensmanagement Data Mining Aufsatzsammlung |
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