Rough sets and current trends in computing: 8th international conference, RSCTC 2012, Chengdu, China, August 17 - 20, 2012 ; proceedings
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Tagungsbericht Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2012
|
| Schriftenreihe: | Lecture notes in computer science
7413 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturangaben |
| Beschreibung: | XVII, 480 S. Ill., graph. Darst. |
| ISBN: | 3642321143 9783642321146 |
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IMAGE 1
T A B L E O F C O N T E N T S
K E Y N O T E
AN OUTLINE OF A THEORY OF THREE-WAY DECISIONS 1
YIYU YAO
P A R T I: R O U G H S E T S A N D I T S A P P L I C A T I O N S
A MULTI-GRANULATION MODEL UNDER DOMINANCE-BASED ROUGH SET APPROACH 18
SHAOYONG LI, TIANRUI LI, AND CHUAN LUO
A REFINED ROUGH K-MEANS CLUSTERING WITH HYBRID THRESHOLD 26
HAILIANG WANG AND MINGTIAN ZHOU
AN INCREMENTAL APPROACH FOR UPDATING APPROXIMATIONS OF ROUGH FUZZY SETS
UNDER THE VARIATION OF THE OBJECT SET 36
ANPING ZENG, TIANRUI LI, JUNBO ZHANG, AND DUN LIU
HOW GOOD ARE PROBABILISTIC APPROXIMATIONS FOR RULE INDUCTION FROM D A T
A WITH MISSING ATTRIBUTE VALUES? 46
PATRICK G. CLARK, JERZY W. GRZYMALA-BUSSE, AND ZDZISLAW S. HIPPE
INDUCTION OF ORDINAL CLASSIFICATION RULES FROM INCOMPLETE D A T A 56
JERZY BLASZCZYNSKI, ROMAN SLOWINSKI. AND MARCIN SZELQG
INTERVAL VALUED FUZZY ROUGH SET MODEL ON TWO DIFFERENT UNIVERSES AND ITS
APPLICATION 66
HAI-LONG YANG
MAXIMAL CHARACTERISTIC SETS AND NEIGHBORHOODS APPROACH TO INCOMPLETE
INFORMATION SYSTEMS 73
CHIEN-CHUNG CHAN
PROBABILISTIC FUZZY ROUGH SET MODEL OVER TWO UNIVERSES 83
BINGZHEN SUN, WEIMIN MA, HAIYAN ZHAO, AND XINXIN WANG
ROUGH OPTIMIZATIONS OF COMPLEX EXPRESSIONS IN INFOBRIGHT'S RDBMS 94
DOMINIK SL§ZAK, PIOTR SYNAK, JAKUB WROBLEWSKI, JANUSZ BORKOWSKI, AND
GRAHAM TOPPIN
ROUGH SETS BASED INEQUALITY RULE LEARNER FOR KNOWLEDGE DISCOVERY . . . .
100 YANG LIU. GUOHUA BAI, QINGLEI ZHOU, AND ELISABETH RAKUS-ANDERSSON
HTTP://D-NB.INFO/1023815567
IMAGE 2
XIV TABLE OF CONTENTS
P A R T II: CURRENT TRENDS I N C O M P U T I N G
A COMPUTER AIDED DIAGNOSIS SYSTEM FOR BREAST CANCER USING SUPPORT VECTOR
MACHINE 106
OMAR S. SOLIMAN AND ABOUL ELLA HASSANIEN
A NEW METHOD OF THE ACCURATE EYE CORNER LOCATION 116
YONG YANG AND YUNXIA L U
A HYBRID APPROACH OF VERBAL DECISION ANALYSIS AND MACHINE LEARNING 126
ISABELLA TAMANINI, PLDCIDO ROGERIO PINHEIRO, AND CICERO NOGUEIRA DOS
SANTOS
AN EFFICIENT DATA INTEGRITY VERIFICATION METHOD SUPPORTING
MULTI-GRANULAR OPERATION WITH COMMUTATIVE HASH 132
LONG CHEN, BANGLAN LIU. AND WEI SONG
DENSITY-BASED METHOD FOR CLUSTERING AND VISUALIZATION OF COMPLEX DATA
142
TOMASZ XI§SKI, AGNIESZKA, NOWAK-BRZEZINSKA, AND A LICJA WAKULICZ-DEJA
INFERENCE PROCESSES USING INCOMPLETE KNOWLEDGE IN DECISION SUPPORT
SYSTEMS - CHOSEN ASPECTS 150
AGNIESZKA NOWAK-BRZEZINSKA, TOMASZ JACK. AND A LICJA WAKULI.CZ- DEJA
INTERACTIVE DOCUMENT INDEXING METHOD BASED ON EXPLICIT SEMANTIC ANALYSIS
156
ANDRZEJ JANUSZ, WOJCIECH SWIEBODA. ADAM. KRASUSKI, AND HUNG SON NGUYEN
MICROBLOG TOPIC DETECTION BASED ON LDA MODEL AND SINGLE-PASS CLUSTERING
166
BO HUANG, YAN YANG, AMJAD MAHMOOD, AND HONGJUN WANG
NAMED ENTITY MATCHING IN PUBLICATION DATABASES 172
MA,REIN SZCZUKA, PAWEL BETLINSKI, AND KAMIL HERBA.
ON THE HOMOGENEOUS ENSEMBLING WITH BALANCED RANDOM SETS AND BOOSTING 180
VLADIMIR NIKULIN
ON COST AND UNCERTAINTY OF DECISION TREES 190
IGOR CHIKALOV, SHAHID. HUS.SA.IN, AND MIKHAIL MOSHKOV
OPTIMIZATION OF QUADTREE REPRESENTATION AND COMPRESSION 198
XIANG YIN. AND RYSZARD JANICKI
IMAGE 3
TABLE OF CONTENTS XV
OUTLIER MINING IN RULE-BASED KNOWLEDGE BASES 206
AGNIESZKA NOWAK-BRZEZINSKA
RELATIONSHIPS BETWEEN NUMBER OF NODES AND NUMBER OF MISCLASSIFICATIONS
FOR DECISION TREES 212
IGOR CHIKALOV, SHAHID HUSSAIN, AND MIKHAIL MOSHKOV
STUDY ON FEATURE TRAJECTORY FOR WEB VIDEO EVENT MINING 219
XIAO WU, CHENGDE ZHANG, AND QIANG PENG
THE TRIANGLE INEQUALITY VERSUS PROJECTION ONTO A DIMENSION IN
DETERMINING COSINE SIMILARITY NEIGHBORHOODS OF NON-NEGATIVE VECTORS 229
MARZENA KIIJSZKIEWICZ
THE WAY OF IMPROVING PSO PERFORMANCE: MEDICAL IMAGING WATERMARKING CASE
STUDY 237
MONA M. SOLIMAN, ABOUL ELLA HASSANIEN, AND HODA M. ONSI
TOWARD INFORMATION SYSTEMS OVER ONTOLOGICAL GRAPHS 243
KRZYSZTOF PANCERZ
TWO-STEP GENE FEATURE SELECTION ALGORITHM BASED ON PERMUTATION TEST 249
CHUANJIANG LUO, GUOYIN WANG, AND FENG HU
P A R T III: S P E C I A L SESSION: D E C I S I O N - T H E O R E T I C
R O U G H S E T M O D E L A N D A P P L I C A T I O N S
MINIMAL TEST COST FEATURE SELECTION WITH POSITIVE REGION CONSTRAINT. . .
259 JIABIN LIU, FAN MIN, SHUJIAO LIAO, AND WILLIAM ZHU
MULTIPLE-CATEGORY ATTRIBUTE REDUCT USING DECISION-THEORETIC ROUGH SET
MODEL 267
XI'AO MA, GUOYIN WANG, AND HONG YU
THREE-WAY DECISIONS METHOD FOR OVERLAPPING CLUSTERING 277
HONG YU AND YING WANG
THREE-WAY DECISIONS SOLUTION T O FILTER SPAM EMAIL: AN EMPIRICAL STUDY
287
XIUYI JIA, K A N ZHENG, WEIWEI LI. TINGTING LIU, AND LIN SHANG
P A R T IV: SPECIAL SESSION: FORMAL C O N C E P T A N A L Y S I S A N D
GRANULAR C O M P U T I N G
A CUDA-BASED ALGORITHM FOR CONSTRUCTING CONCEPT LATTICES BO SHAN,
JIANJUN QI, AND WEI L I U 2 9 7
IMAGE 4
XVI TABLE OF CONTENTS
A HEURISTIC KNOWLEDGE REDUCTION ALGORITHM FOR REAL DECISION FORMAL
CONTEXTS 303
JINHAI LI, CHANGLIN MEI. YUEJIN LV. AND XIAO ZHANG
A MULTI-STEP BACKWARD CLOUD GENERATOR ALGORITHM 313
GUOYIN WANG. CHANGLIN XU, QINQHUA ZHANG, AND XIAORONG WANG
AFS-BASED FORMAL CONCEPT ANALYSIS WITHIN THE LOGIC DESCRIPTION OF
GRANULES 323
LIDONG WANG. XIAODONG LIU. AND, X I N WANG
APPROXIMATE CONCEPTS BASED ON N-SCALE RELATION 332
LING WEI AND QING WAN
ATTRIBUTE CHARACTERISTICS OF OBJECT (PROPERTY) ORIENTED CONCEPT LATTICES
341
LING WEI, AND MIN-QIAN LIU
DEPENDENCE SPACE-BASED MODEL FOR CONSTRUCTING DUAL CONCEPT LATTICE IN
SUB-FORMAL CONTEXT 349
JIAN-MIN M A
XDCKS: A RCP-BASED PROTOTYPE FOR FORMAL CONCEPT ANALYSIS 357
WEI LIU. JIANJUN QI. AND, BING LIANG
P A R T V : SPECIAL SESSION: M I N I N G C O M P L E X D A T A W I T H
GRANULAR C O M P U T I N G
AN INCREMENTAL APPROACH FOR UPDATING APPROXIMATIONS BASED ON SET-VALUED
ORDERED INFORMATION SYSTEMS 363
CHUAN LUO. TIANRUI LI. HONGMEI CHEN, AND, DUN LIU
COMPARATIVE ANALYSIS ON MARGIN AND FUZZY ROUGH SETS BASED FEATURE
SELECTION 370
HONG SHI AND XIAOYUN ZHANG
DISCOVERING NOVEL KNOWLEDGE USING GRANULE MINING 380
BIN LIU. YUEFENG LI, AND YU-CHU TIAN,
FEATURE WEIGHTING ALGORITHM BASED ON MARGIN AND LINEAR PROGRAMMING 388
WEI PAN, PEIJUN, MA, AND XIAOHONG SU,
FUZZY ROUGH DECISION TREES 397
SH.UANG A N AND, QINGHUA HU
GENERALIZED GRANULATION MODEL FOR DATA WITH MULTI-COMPLEX VALUES . . . .
405 X U TAN AND BAOWEN CHEN
IMAGE 5
TABLE OF CONTENTS XVII
GRANULAR APPROACH FOR PROTEIN SEQUENCE ANALYSIS 414
YING XIE, JONATHAN FISHER. VIJAY V. RAGHAVAN, TOM JOHNSTEN, AND CAN
AKKOC
P A R T VI: SPECIAL SESSION: D A T A M I N I N G C O M P E T I T I O N
JRS'2012 D A T A MINING COMPETITION: TOPICAL CLASSIFICATION OF
BIOMEDICAL RESEARCH PAPERS 422
ANDRZEJ JANUSZ, HUNG SON NGUYEN, DOMINIK SLPZAK, SEBASTIAN STAURICKI,
AND ADAM KRASUSKI
A BLENDING OF SIMPLE ALGORITHMS FOR TOPICAL CLASSIFICATION 432
ALEXANDER D'YAKONOV
F-MEASURE MAXIMIZATION IN TOPICAL CLASSIFICATION 439
WEIWEI CHENG, KRZYSZTOF DEMBCZYNSKI, EYKE HULLERMEIER, ADRIAN
JAROSZEWICZ, AND WILLEM WAEGEMAN
IRISA PARTICIPATION IN JRS 2012 DATA-MINING CHALLENGE: LAZY-LEARNING
WITH VECTORIZATION 447
VINCENT CLAVEAU
ON THE HOMOGENEOUS ENSEMBLING VIA BALANCED SUBSETS COMBINED WITH
WILCOXON-BASED FEATURE SELECTION 455
VLADIMIR NIKULIN
REPRESENTATION LEARNING FOR SPARSE, HIGH DIMENSIONAL MULTI-LABEL
CLASSIFICATION 463
RYAN KIROS, AXEL J. SOTO, EVANGELOS MILIOS, AND VLADO KESELJ
TEAM ULJUBLJANA'S SOLUTION T O THE JRS 2012 D A T A MINING COMPETITION
471
JURE ZBONTAR, MARINKA ZITNIK, MIHA ZIDAR, GREGOR MAJCEN, MATIC POTOCNIK,
AND BLAZ ZUPAN
A U T H O R I N D E X 479 |
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| indexdate | 2025-01-10T15:15:16Z |
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| series2 | Lecture notes in computer science |
| spelling | Rough sets and current trends in computing 8th international conference, RSCTC 2012, Chengdu, China, August 17 - 20, 2012 ; proceedings JingTao Yao ... (ed.) Berlin [u.a.] Springer 2012 XVII, 480 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 7413 : Lecture notes in artificial intelligence Literaturangaben Soft Computing (DE-588)4455833-8 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Granular Computing (DE-588)4661337-7 gnd rswk-swf Grobmenge (DE-588)4362502-2 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2012 Chengdu gnd-content Grobmenge (DE-588)4362502-2 s DE-604 Soft Computing (DE-588)4455833-8 s Data Mining (DE-588)4428654-5 s Granular Computing (DE-588)4661337-7 s Yao, JingTao (DE-588)173924395 edt RSCTC 8 2012 Chengdu Sonstige (DE-588)1026225442 oth Erscheint auch als Online-Ausgabe 978-3-642-32115-3 Lecture notes in computer science 7413 (DE-604)BV000000607 7413 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025284828&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Rough sets and current trends in computing 8th international conference, RSCTC 2012, Chengdu, China, August 17 - 20, 2012 ; proceedings Lecture notes in computer science Soft Computing (DE-588)4455833-8 gnd Data Mining (DE-588)4428654-5 gnd Granular Computing (DE-588)4661337-7 gnd Grobmenge (DE-588)4362502-2 gnd |
| subject_GND | (DE-588)4455833-8 (DE-588)4428654-5 (DE-588)4661337-7 (DE-588)4362502-2 (DE-588)1071861417 |
| title | Rough sets and current trends in computing 8th international conference, RSCTC 2012, Chengdu, China, August 17 - 20, 2012 ; proceedings |
| title_auth | Rough sets and current trends in computing 8th international conference, RSCTC 2012, Chengdu, China, August 17 - 20, 2012 ; proceedings |
| title_exact_search | Rough sets and current trends in computing 8th international conference, RSCTC 2012, Chengdu, China, August 17 - 20, 2012 ; proceedings |
| title_full | Rough sets and current trends in computing 8th international conference, RSCTC 2012, Chengdu, China, August 17 - 20, 2012 ; proceedings JingTao Yao ... (ed.) |
| title_fullStr | Rough sets and current trends in computing 8th international conference, RSCTC 2012, Chengdu, China, August 17 - 20, 2012 ; proceedings JingTao Yao ... (ed.) |
| title_full_unstemmed | Rough sets and current trends in computing 8th international conference, RSCTC 2012, Chengdu, China, August 17 - 20, 2012 ; proceedings JingTao Yao ... (ed.) |
| title_short | Rough sets and current trends in computing |
| title_sort | rough sets and current trends in computing 8th international conference rsctc 2012 chengdu china august 17 20 2012 proceedings |
| title_sub | 8th international conference, RSCTC 2012, Chengdu, China, August 17 - 20, 2012 ; proceedings |
| topic | Soft Computing (DE-588)4455833-8 gnd Data Mining (DE-588)4428654-5 gnd Granular Computing (DE-588)4661337-7 gnd Grobmenge (DE-588)4362502-2 gnd |
| topic_facet | Soft Computing Data Mining Granular Computing Grobmenge Konferenzschrift 2012 Chengdu |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025284828&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
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