Computing statistics under interval and fuzzy uncertainty: applications to computer science and engineering
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
Berlin ; Heidelberg
Springer
2012
|
| Series: | Studies in computational intelligence
393 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Item Description: | Literaturangaben |
| Physical Description: | XI, 430 S. graph. Darst. 24 cm |
| ISBN: | 9783642249044 3642249043 9783642249051 |
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MARC
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| 245 | 1 | 0 | |a Computing statistics under interval and fuzzy uncertainty |b applications to computer science and engineering |c Hung T. Nguyen ... |
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| 490 | 1 | |a Studies in computational intelligence |v 393 | |
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Record in the Search Index
| _version_ | 1804148753392730112 |
|---|---|
| adam_text | IMAGE 1
CONTENTS
PART I COMPUTING STATISTICS UNDER INTERVAL AND FUZZY- UNCERTAINTY:
FORMULATION OF THE PROBLEM AND AN OVERVIEW OF GENERAL TECHNIQUES WHICH
CAN BE USED FOR SOLVING THIS PROBLEM
1 FORMULATION OF THE PROBLEM 3
2 COMPUTING STATISTICS UNDER PROBABILISTIC AND INTERVAL UNCERTAINTY 9
3 COMPUTING STATISTICS UNDER FUZZY UNCERTAINTY: FORMULATION OF THE
PROBLEM 11
4 COMPUTING UNDER FUZZY UNCERTAINTY CAN BE REDUCED TO COMPUTING UNDER
INTERVAL UNCERTAINTY 19
5 COMPUTING UNDER INTERVAL UNCERTAINTY: TRADITIONAL APPROACH BASED ON
UNIFORM DISTRIBUTIONS 25
6 COMPUTING UNDER INTERVAL UNCERTAINTY: WHEN MEASUREMENT ERRORS ARE
SMALL 29
7 COMPUTING UNDER INTERVAL UNCERTAINTY: GENERAL ALGORITHMS 35 8
COMPUTING UNDER INTERVAL UNCERTAINTY: COMPUTATIONAL COMPLEXITY 47
9 TOWARDS SELECTING APPROPRIATE STATISTICAL CHARACTERISTICS: THE BASICS
OF DECISION THEORY AND THE NOTION OF UTILITY 51 10 HOW TO SELECT
APPROPRIATE STATISTICAL CHARACTERISTICS 55
PART II ALGORITHMS FOR COMPUTING STATISTICS UNDER INTERVAL AND FUZZY
UNCERTAINTY
11 COMPUTING UNDER FUZZY UNCERTAINTY CAN BE REDUCED TO COMPUTING UNDER
INTERVAL UNCERTAINTY: REMINDER 61
12 COMPUTING MEAN UNDER INTERVAL UNCERTAINTY 63
13 COMPUTING MEDIAN (AND QUANTITES) UNDER INTERVAL UNCERTAINTY . .. 65
BIBLIOGRAFISCHE INFORMATIONEN HTTP://D-NB.INFO/1015580599
DIGITALISIERT DURCH
IMAGE 2
X CONTENTS
14 COMPUTING VARIANCE UNDER INTERVAL UNCERTAINTY: AN EXAMPLE OF AN
NP-HARD PROBLEM 67
15 TYPES OF INTERVAL DATA SETS: TOWARDS FEASIBLE ALGORITHMS 79 16
COMPUTING VARIANCE UNDER INTERVAL UNCERTAINTY: EFFICIENT ALGORITHMS 95
17 COMPUTING VARIANCE UNDER HIERARCHICAL PRIVACY-RELATED INTERVAL
UNCERTAINTY 119
18 COMPUTING OUTLIER THRESHOLDS UNDER INTERVAL UNCERTAINTY 129 19
COMPUTING HIGHER MOMENTS UNDER INTERVAL UNCERTAINTY 153 20 COMPUTING
MEAN, VARIANCE, HIGHER MOMENTS, AND THEIR LINEAR COMBINATIONS UNDER
INTERVAL UNCERTAINTY: A BRIEF SUMMARY 167
21 COMPUTING COVARIANCE UNDER INTERVAL UNCERTAINTY 169
22 COMPUTING CORRELATION UNDER INTERVAL UNCERTAINTY 173
23 COMPUTING EXPECTED VALUE UNDER INTERVAL UNCERTAINTY 177 24 COMPUTING
ENTROPY UNDER INTERVAL UNCERTAINTY. I 181
25 COMPUTING ENTROPY UNDER INTERVAL UNCERTAINTY. II 193
26 COMPUTING THE RANGE OF CONVEX SYMMETRIC FUNCTIONS UNDER INTERVAL
UNCERTAINTY 211
27 COMPUTING STATISTICS UNDER INTERVAL UNCERTAINTY: POSSIBILITY OF
PARALLELIZATION 221
28 COMPUTING STATISTICS UNDER INTERVAL UNCERTAINTY: CASE OF RELATIVE
ACCURACY 225
PART III TOWARDS COMPUTING STATISTICS UNDER INTERVAL AND FUZZY
UNCERTAINTY: GAUGING THE QUALITY OF THE INPUT DATA
29 HOW RELIABLE IS THE INPUT DATA? 237
30 HOW ACCURATE IS THE INPUT DATA? 243
PART IV APPLICATIONS
31 FROM COMPUTING STATISTICS UNDER INTERVAL AND FUZZY UNCERTAINTY TO
PRACTICAL APPLICATIONS: NEED TO PROPAGATE THE STATISTICS THROUGH DATA
PROCESSING 251
32 APPLICATIONS TO BIOINFORMATICS 261
33 APPLICATIONS TO COMPUTER SCIENCE: OPTIMAL SCHEDULING FOR GLOBAL
COMPUTING 265
34 APPLICATIONS TO INFORMATION MANAGEMENT: HOW TO ESTIMATE DEGREE OF
TRUST 277
35 APPLICATIONS TO INFORMATION MANAGEMENT: HOW TO MEASURE LOSS OF
PRIVACY 283
IMAGE 3
CONTENTS XI
36 APPLICATION TO SIGNAL PROCESSING: USING 1-D RADAR OBSERVATIONS TO
DETECT A SPACE EXPLOSION CORE AMONG THE EXPLOSION FRAGMENTS 289
37 APPLICATIONS TO COMPUTER ENGINEERING: TIMING ANALYSIS OF COMPUTER
CHIPS 299
38 APPLICATIONS TO MECHANICAL ENGINEERING: FAILURE ANALYSIS UNDER
INTERVAL AND FUZZY UNCERTAINTY 305
39 APPLICATIONS TO GEOPHYSICS: INVERSE PROBLEM 317
PART V BEYOND INTERVAL AND FUZZY UNCERTAINTY
40 NEED TO GO BEYOND INTERVAL AND FUZZY UNCERTAINTY 333
41 BEYOND INTERVAL UNCERTAINTY: TAKING CONSTRAINTS INTO ACCOUNT.... 335
42 BEYOND INTERVAL UNCERTAINTY: CASE OF DISCONTINUOUS PROCESSES (PHASE
TRANSITIONS) 349
43 BEYOND INTERVAL UNCERTAINTY IN DESCRIBING STATISTICAL
CHARACTERISTICS: CASE OF SMOOTH DISTRIBUTIONS AND INFO-GAP DECISION
THEORY 357
44 BEYOND TRADITIONAL INTERVAL UNCERTAINTY IN DESCRIBING STATISTICAL
CHARACTERISTICS: CASE OF INTERVAL BOUNDS ON THE PROBABILITY DENSITY
FUNCTION 367
45 BEYOND INTERVAL UNCERTAINTY IN DESCRIBING STATISTICAL
CHARACTERISTICS: CASE OF NORMAL DISTRIBUTIONS 379
46 BEYOND TRADITIONAL FUZZY UNCERTAINTY: INTERVAL-VALUED FUZZY
TECHNIQUES 391
47 BEYOND TRADITIONAL FUZZY UNCERTAINTY:
TYPE-2 FUZZY TECHNIQUES 395
REFERENCES 401
INDEX 425
|
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| author_GND | (DE-588)138402590 |
| building | Verbundindex |
| bvnumber | BV039819075 |
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| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5 |
| dewey-search | 519.5 |
| dewey-sort | 3519.5 |
| dewey-tens | 510 - Mathematics |
| discipline | Informatik Mathematik |
| format | Book |
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| indexdate | 2024-07-10T00:12:09Z |
| institution | BVB |
| isbn | 9783642249044 3642249043 9783642249051 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-024679233 |
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| owner_facet | DE-91G DE-BY-TUM DE-11 DE-824 DE-19 DE-BY-UBM |
| physical | XI, 430 S. graph. Darst. 24 cm |
| publishDate | 2012 |
| publishDateSearch | 2012 |
| publishDateSort | 2012 |
| publisher | Springer |
| record_format | marc |
| series | Studies in computational intelligence |
| series2 | Studies in computational intelligence |
| spelling | Computing statistics under interval and fuzzy uncertainty applications to computer science and engineering Hung T. Nguyen ... Berlin ; Heidelberg Springer 2012 XI, 430 S. graph. Darst. 24 cm txt rdacontent n rdamedia nc rdacarrier Studies in computational intelligence 393 Literaturangaben Fuzzy-Statistik (DE-588)4779113-5 gnd rswk-swf Unschärfe (DE-588)4273405-8 gnd rswk-swf Fuzzy-Statistik (DE-588)4779113-5 s Unschärfe (DE-588)4273405-8 s DE-604 Nguyen, Hung T. 1944- Sonstige (DE-588)138402590 oth Erscheint auch als Online-Ausgabe Computing Statistics under Interval and Fuzzy Uncertainty Studies in computational intelligence 393 (DE-604)BV020822171 393 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024679233&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Computing statistics under interval and fuzzy uncertainty applications to computer science and engineering Studies in computational intelligence Fuzzy-Statistik (DE-588)4779113-5 gnd Unschärfe (DE-588)4273405-8 gnd |
| subject_GND | (DE-588)4779113-5 (DE-588)4273405-8 |
| title | Computing statistics under interval and fuzzy uncertainty applications to computer science and engineering |
| title_auth | Computing statistics under interval and fuzzy uncertainty applications to computer science and engineering |
| title_exact_search | Computing statistics under interval and fuzzy uncertainty applications to computer science and engineering |
| title_full | Computing statistics under interval and fuzzy uncertainty applications to computer science and engineering Hung T. Nguyen ... |
| title_fullStr | Computing statistics under interval and fuzzy uncertainty applications to computer science and engineering Hung T. Nguyen ... |
| title_full_unstemmed | Computing statistics under interval and fuzzy uncertainty applications to computer science and engineering Hung T. Nguyen ... |
| title_short | Computing statistics under interval and fuzzy uncertainty |
| title_sort | computing statistics under interval and fuzzy uncertainty applications to computer science and engineering |
| title_sub | applications to computer science and engineering |
| topic | Fuzzy-Statistik (DE-588)4779113-5 gnd Unschärfe (DE-588)4273405-8 gnd |
| topic_facet | Fuzzy-Statistik Unschärfe |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024679233&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV020822171 |
| work_keys_str_mv | AT nguyenhungt computingstatisticsunderintervalandfuzzyuncertaintyapplicationstocomputerscienceandengineering |