Computational intelligence in business analytics: concepts, methods, and tools for big data applications
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Upper Saddle River, NJ
Pearson Education
2014
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | XI, 138 S. |
| ISBN: | 9780133552089 |
Internformat
MARC
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| 650 | 4 | |a Machine learning | |
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Datensatz im Suchindex
| _version_ | 1804152642810675200 |
|---|---|
| adam_text | Contents
Chapter
1
Overview
...................
,
...................1
Learning Objectives
.................................1
1.1
Introduction
...................................1
1.2
A Need for Computational Intelligence
in Business Analytics
................................5
1.3
Differentiating Your Business Through
Computational Intelligence
...........................6
Exercises
..........................................8
Chapter
2
Computational Intelligence Foundations
............13
Learning Objectives
................................13
2.1
Introduction
..................................14
2.2
Artificial Neural Networks
.......................15
2.3
Fuzzy Sets and Systems
.........................18
2.4
Genetic Algorithms
.............................32
2.5
Neuro-Fuzzy Systems
...........................34
Conclusions
......................................40
Exercises
.........................................41
Chapter
3
Computational Intelligence Versus Statistical
Approaches
....................................47
Learning Objectives
................................47
3.1
Introduction
..................................47
3.2
Adding Value to Business Through Utilization
of Computational Intelligence
........................49
Exercises
.........................................53
Chapter
4
Computational Intelligence at Work
................55
Learning Objectives
................................55
4.1
Introduction
..................................55
4.2
Role of Analytics in Medical Informatics
............56
4.3
Extracting Information from Failure Equipment
Notifications: Use of Fuzzy Sets to Determine
Optimal Inventory
.................................82
viii
Computational Intelligence in Business Analytics
4.4
The Use of Computational Intelligence in the
Design of Polymers and in Property Prediction
..........94
Exercises
........................................106
Chapter
5
Future of Computational Intelligence
..............107
Learning Objectives
...............................107
5.1
Prospects for the Future
........................108
Exercises
........................................112
Bibliography
..................................115
Index
........................................133
|
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| language | English |
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| spelling | Sztandera, Les M. 1961- Verfasser (DE-588)123625041 aut Computational intelligence in business analytics concepts, methods, and tools for big data applications Les Sztandera Upper Saddle River, NJ Pearson Education 2014 XI, 138 S. txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index Datenverarbeitung Computational intelligence Machine learning Business intelligence Big data / Data processing Unternehmen (DE-588)4061963-1 gnd rswk-swf Big Data (DE-588)4802620-7 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf Electronic books Unternehmen (DE-588)4061963-1 s Big Data (DE-588)4802620-7 s Datenanalyse (DE-588)4123037-1 s b DE-604 Erscheint auch als Online-Ausgabe 0-13-355214-4 Erscheint auch als Online-Ausgabe 978-0-13-355214-0 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027590972&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Sztandera, Les M. 1961- Computational intelligence in business analytics concepts, methods, and tools for big data applications Datenverarbeitung Computational intelligence Machine learning Business intelligence Big data / Data processing Unternehmen (DE-588)4061963-1 gnd Big Data (DE-588)4802620-7 gnd Datenanalyse (DE-588)4123037-1 gnd |
| subject_GND | (DE-588)4061963-1 (DE-588)4802620-7 (DE-588)4123037-1 |
| title | Computational intelligence in business analytics concepts, methods, and tools for big data applications |
| title_auth | Computational intelligence in business analytics concepts, methods, and tools for big data applications |
| title_exact_search | Computational intelligence in business analytics concepts, methods, and tools for big data applications |
| title_full | Computational intelligence in business analytics concepts, methods, and tools for big data applications Les Sztandera |
| title_fullStr | Computational intelligence in business analytics concepts, methods, and tools for big data applications Les Sztandera |
| title_full_unstemmed | Computational intelligence in business analytics concepts, methods, and tools for big data applications Les Sztandera |
| title_short | Computational intelligence in business analytics |
| title_sort | computational intelligence in business analytics concepts methods and tools for big data applications |
| title_sub | concepts, methods, and tools for big data applications |
| topic | Datenverarbeitung Computational intelligence Machine learning Business intelligence Big data / Data processing Unternehmen (DE-588)4061963-1 gnd Big Data (DE-588)4802620-7 gnd Datenanalyse (DE-588)4123037-1 gnd |
| topic_facet | Datenverarbeitung Computational intelligence Machine learning Business intelligence Big data / Data processing Unternehmen Big Data Datenanalyse |
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