Rough - granular computing in knowledge discovery and data mining:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Berlin ; Heidelberg
Springer
2008
|
| Series: | Studies in computational intelligence
152 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Literaturverz. S. 137 - 154 |
| Physical Description: | XIII, 158 S. graph. Darst. |
| ISBN: | 9783540708001 |
Staff View
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Record in the Search Index
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| adam_text | CONTENTS 1 INTRODUCTION 1 PART I: ROUGH SET METHODOLOGY 2 ROUGH SETS 13
2.1 PRELIMINARY NOTIONS 14 2.1.1 SETS 15 2.1.2 PROPERTIES OF RELATIONS
15 2.1.3 EQUIVALENCE RELATIONS 16 2.1.4 TOLERANCE RELATIONS 16 2.2
INFORMATION SYSTEMS 17 2.3 APPROXIMATION SPACES 18 2.3.1 UNCERTAINTY
FUNCTION 19 2.3.2 ROUGH INCLUSION FUNCTION 21 2.3.3 LOWER AND UPPER
APPROXIMATIONS 22 2.3.4 PROPERTIES OF APPROXIMATIONS 24 2.4 ROUGH
RELATIONS 27 2.5 FUNCTION APPROXIMATION 29 2.6 QUALITY OF APPROXIMATION
SPACE 31 2.7 LEARNING APPROXIMATION SPACE FROM DATA 34 2.7.1
DISCRETIZATION AND APPROXIMATION SPACES 35 2.7.2 DISTANCES AND
APPROXIMATION SPACES 36 2.8 ROUGH SETS IN CONCEPT APPROXIMATION 39 3
DATA REDUCTION 43 3.1 INTRODUCTION 43 3.2 REDUCTS 45 3.2.1 INFORMATION
SYSTEMS AND REDUCTS 45 3.2.2 DECISION TABLES AND REDUCTS 48 3.2.3
SIGNIFICANCE OF ATTRIBUTES AND STABILITY OF REDUCTS 52 3.3
REPRESENTATIVES 54 GESCANNT DURCH BIBLIOGRAFISCHE INFORMATIONEN
HTTP://D-NB.INFO/989262405 DIGITALISIERT DURCH * * CONTENTS XIII 8.1.3
EXAMPLES OF GRANULES 114 8.2 GRANULES IN MULTIAGENT SYSTEMS 116 8.2.1
ROUGH SET APPROACH TO CONCEPT APPROXIMATION 118 8.2.2 COMPOUND CONCEPT
APPROXIMATION 120 8.3 MODELING OF COMPOUND GRANULES 123 8.3.1
CONSTRAINED SUMS OF GRANULES 124 8.3.2 SUM OF INFORMATION SYSTEMS 124
8.3.3 SUM OF APPROXIMATION SPACES 127 8.3.4 SUM WITH CONSTRAINTS OF
INFORMATION SYSTEMS 128 8.3.5 CONSTRAINT SUM OF APPROXIMATION SPACES 130
8.4 ROUGH-FUZZY GRANULES 130 8.5 CONCLUSIONS 131 PART IV: CONCLUSIONS,
BIBLIOGRAPHY AND FURTHER READINGS 9 CONCLUDING REMARKS 135 REFERENCES
137 A FURTHER READINGS 151 A.I BOOKS 151 A.2 TRANSACTIONS ON ROUGH SETS
152 A.3 SPECIAL ISSUES OF JOURNALS 152 A.4 PROCEEDINGS OF INTERNATIONAL
CONFERENCES 153 A.5 SELECTED WEB RESOURCES 154 INDEX 157
|
| any_adam_object | 1 |
| author | Stepaniuk, Jarosław |
| author_facet | Stepaniuk, Jarosław |
| author_role | aut |
| author_sort | Stepaniuk, Jarosław |
| author_variant | j s js |
| building | Verbundindex |
| bvnumber | BV036469365 |
| classification_rvk | ST 300 |
| ctrlnum | (OCoLC)248651144 (DE-599)DNB989262405 |
| dewey-full | 006.312 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.312 |
| dewey-search | 006.312 |
| dewey-sort | 16.312 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Book |
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| illustrated | Illustrated |
| indexdate | 2024-07-09T22:40:08Z |
| institution | BVB |
| isbn | 9783540708001 |
| language | English |
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| physical | XIII, 158 S. graph. Darst. |
| publishDate | 2008 |
| publishDateSearch | 2008 |
| publishDateSort | 2008 |
| publisher | Springer |
| record_format | marc |
| series | Studies in computational intelligence |
| series2 | Studies in computational intelligence |
| spelling | Stepaniuk, Jarosław Verfasser aut Rough - granular computing in knowledge discovery and data mining Jarosław Stepaniuk Berlin ; Heidelberg Springer 2008 XIII, 158 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Studies in computational intelligence 152 Literaturverz. S. 137 - 154 Granular Computing (DE-588)4661337-7 gnd rswk-swf Wissensextraktion (DE-588)4546354-2 gnd rswk-swf Grobmenge (DE-588)4362502-2 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Wissensextraktion (DE-588)4546354-2 s Granular Computing (DE-588)4661337-7 s Grobmenge (DE-588)4362502-2 s DE-604 Data Mining (DE-588)4428654-5 s Studies in computational intelligence 152 (DE-604)BV020822171 152 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020341071&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Stepaniuk, Jarosław Rough - granular computing in knowledge discovery and data mining Studies in computational intelligence Granular Computing (DE-588)4661337-7 gnd Wissensextraktion (DE-588)4546354-2 gnd Grobmenge (DE-588)4362502-2 gnd Data Mining (DE-588)4428654-5 gnd |
| subject_GND | (DE-588)4661337-7 (DE-588)4546354-2 (DE-588)4362502-2 (DE-588)4428654-5 |
| title | Rough - granular computing in knowledge discovery and data mining |
| title_auth | Rough - granular computing in knowledge discovery and data mining |
| title_exact_search | Rough - granular computing in knowledge discovery and data mining |
| title_full | Rough - granular computing in knowledge discovery and data mining Jarosław Stepaniuk |
| title_fullStr | Rough - granular computing in knowledge discovery and data mining Jarosław Stepaniuk |
| title_full_unstemmed | Rough - granular computing in knowledge discovery and data mining Jarosław Stepaniuk |
| title_short | Rough - granular computing in knowledge discovery and data mining |
| title_sort | rough granular computing in knowledge discovery and data mining |
| topic | Granular Computing (DE-588)4661337-7 gnd Wissensextraktion (DE-588)4546354-2 gnd Grobmenge (DE-588)4362502-2 gnd Data Mining (DE-588)4428654-5 gnd |
| topic_facet | Granular Computing Wissensextraktion Grobmenge Data Mining |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020341071&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV020822171 |
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