New frontiers in applied data mining: PAKDD 2011 international workshops, Shenzhen, China, May 24 - 27, 2011 ; revised selected papers
Gespeichert in:
| Weitere Verfasser: | |
|---|---|
| Format: | Tagungsbericht Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2012
|
| Schriftenreihe: | Lecture notes in computer science
7104 |
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | Literaturangaben |
| Beschreibung: | XXX, 508 S. Ill., graph. Darst. 24 cm |
| ISBN: | 9783642283192 3642283195 9783642283208 |
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IMAGE 1
TABLE O F CONTENTS
INTERNATIONAL W O R K S H O P O N B E H A V I O R I N F O R M A T I C S
( B I 2 0 1 1 )
EVALUATING THE REGULARITY OF HUMAN BEHAVIOR FROM MOBILE PHONE USAGE LOGS
3
HYOUNGNYOUN K I M AND JI-HYUNG PARK
EXPLICIT AND IMPLICIT USER PREFERENCES IN ONLINE DATING 15
JOSHUA AKEHURST, IRENA KOPRINSKA, KALINA YACEF, LUIZ PIZZATO, JUDY KAY,
AND TOMASZ REJ
BLOGGER-LINK-TOPIC MODEL FOR BLOG MINING 28
FLORA S. TSAI
A RANDOM INDEXING APPROACH FOR WEB USER CLUSTERING AND WEB PREFETCHING
40
MIAO WAN, ARNE JONSSON, CONG WANG, LIXIANG LI, AND YIXIAN YANG
EMOTIONAL REACTIONS TO REAL-WORLD EVENTS IN SOCIAL NETWORKS 53
THIN NGUYEN, DINH PHUNG, BRETT ADAMS, AND SVETHA VENKATESH
CONSTRUCTING PERSONAL KNOWLEDGE BASE: AUTOMATIC KEY-PHRASE EXTRACTION
FROM MULTIPLE-DOMAIN WEB PAGES 65
YIN-FU HUANG AND CIN-SIANG CIOU
DISCOVERING VALUABLE USER BEHAVIOR PATTERNS IN MOBILE COMMERCE
ENVIRONMENTS 77
BAI-EN SHIE, HUI-FANG HSIAO, PHILIP S. YU, AND VINCENT S. TSENG
A NOVEL METHOD FOR COMMUNITY DETECTION IN COMPLEX NETWORK USING NEW
REPRESENTATION FOR COMMUNITIES 89
YIWEN WANG AND MIN YAO
LINK PREDICTION ON EVOLVING D A T A USING TENSOR FACTORIZATION 100
STEPHAN SPIEGEL, JAN CLAUSEN, SAHIN ALBAYRAK, AND JEROME KUNEGIS
PERMUTATION ANONYMIZATION: IMPROVING ANATOMY FOR PRIVACY PRESERVATION IN
D A T A PUBLICATION I L L
XIANMANG HE, YANGHUA XIAO, YUJIA LI, QING WANG, WEI WANG, AND BAILE SHI
HTTP://D-NB.INFO/1019143231
IMAGE 2
XXVIII TABLE OF CONTENTS
EFFICIENT MINING TOP-K REGULAR-FREQUENT ITEMSET USING COMPRESSED TIDSETS
124
KOMATE AMPHAWAN, PHILIPPE LENCA, AND ATHASIT SURARERKS
A METHOD OF SIMILARITY MEASURE AND VISUALIZATION FOR LONG TIME SERIES
USING BINARY PATTERNS 136
HAILIN LI, CHONGHUI GUO, AND LIBIN YANG
A BIRCH-BASED CLUSTERING METHOD FOR LARGE TIME SERIES DATABASES . . .
148 VO LE QUY NHON AND DUONG TUAN A N H
VISUALIZING CLUSTER STRUCTURES AND THEIR CHANGES OVER TIME BY TWO-STEP
APPLICATION OF SELF-ORGANIZING MAPS 160
MASAHIRO ISHIKAWA
ANALYSIS OF CLUSTER MIGRATIONS USING SELF-ORGANIZING MAPS 171
DENNY, PETER CHRISTEN, AND GRAHAM J. WILLIAMS
Q U A L I T Y ISSUES, M E A S U R E S O F I N T E R E S T I N G N E S S
A N D EVALUATION O F D A T A M I N I N G M O D E L S W O R K S H O P ( Q
I M I E 2 0 1 1 )
CLASSI: MEASURING RANKING QUALITY IN THE PRESENCE OF OBJECT CLASSES WITH
SIMILARITY INFORMATION 185
ANCA MARIA IVANESCU, MARC WICHTERICH, AND THOMAS SEIDL
THE INSTANCE EASINESS OF SUPERVISED LEARNING FOR CLUSTER VALIDITY 197
VLADIMIR ESTIVILL- CASTRO
A NEW EFFICIENT AND UNBIASED APPROACH FOR CLUSTERING QUALITY EVALUATION
209
JEAN-CHARLES LAMIREL, PASCAL CUXAC, RAGHVENDRA MALL, AND GHADA SAFI
A STRUCTURE PRESERVING FLAT D A T A FORMAT REPRESENTATION FOR
TREE-STRUCTURED D A T A 221
FEDJA HADZIC
A FUSION OF ALGORITHMS IN NEAR DUPLICATE DOCUMENT DETECTION 234
JUN FAN AND TIEJUN HUANG
SEARCHING INTERESTING ASSOCIATION RULES BASED ON EVOLUTIONARY
COMPUTATION 243
GUANGFEI YANG, YANZHONG DANG, SHINGO MABU, KAORU SHIMADA, AND KOTARO
HIRASAWA
IMAGE 3
TABLE OF CONTENTS
XXIX
AN EFFICIENT APPROACH TO MINE PERIODIC-FREQUENT PATTERNS IN
TRANSACTIONAL DATABASES 254
AKSHAT SURANA, R. UDAY KIRAN, AND P. KRISHNA REDDY
ALGORITHMS T O DISCOVER COMPLETE FREQUENT EPISODES IN SEQUENCES 267
JIANJUN WU, L I WAN. AND ZEREN X U
CERTAINTY UPON EMPIRICAL DISTRIBUTIONS 279
JOAN GARRIGA
W O R K S H O P O N BIOLOGICALLY INSPIRED TECHNIQUES FOR D A T A M I N I
N G ( B D M 2 0 1 1 )
A MEASURE ORIENTED TRAINING SCHEME FOR IMBALANCED CLASSIFICATION
PROBLEMS 293
BO YUAN AND WENHUANG LIU
AN SVM-BASED APPROACH TO DISCOVER MICRORNA PRECURSORS IN PLANT GENOMES
304
YI WANG, CHEQING JIN, MINQI ZHOU, AND AOYING ZHOU
TOWARDS RECOMMENDER SYSTEM USING PARTICLE SWARM OPTIMIZATION BASED WEB
USAGE CLUSTERING 316
SHAFIQ ALAIN, GILLIAN DOBBIE, AND PATRICIA RIDDLE
WEIGHTED ASSOCIATION RULE MINING USING PARTICLE SWARM OPTIMIZATION 327
RUSSEL PEARS AND YUN SING KOH
AN UNSUPERVISED FEATURE SELECTION FRAMEWORK BASED ON CLUSTERING . . . .
339 SHENG-YI JIANG AND LIAN-XI WANG
W O R K S H O P O N A D V A N C E S A N D I S S U E S I N TRADITIONAL C
H I N E S E M E D I C I N E CLINICAL D A T A M I N I N G ( A I - T C M 2
0 1 1 )
DISCOVERY OF REGULARITIES IN THE USE OF HERBS IN TRADITIONAL CHINESE
MEDICINE PRESCRIPTIONS 353
NEVIN L. ZHANG, RUNSUN ZHANG, AND TAO CHEN
COW: A CO-EVOLVING MEMETIC WRAPPER FOR HERB-HERB INTERACTION ANALYSIS IN
T C M INFORMATICS 361
DION DETTERER AND PAUL KUIAN
IMAGE 4
XXX TABLE OF CONTENTS
SELECTING AN APPROPRIATE INTERESTINGNESS MEASURE TO EVALUATE T H E
CORRELATION BETWEEN SYNDROME ELEMENTS AND SYMPTOMS 372
LEI ZHANG, QI-MING ZHANG, YI-GUO WANG, AND DONG-LIN YU
THE IMPACT OF FEATURE REPRESENTATION TO THE BICLUSTERING OF
SYMPTOMS-HERBS IN T C M 384
SIMON POON, ZHE LUO, AND RUNSHUN ZHANG
S E C O N D W O R K S H O P O N D A T A M I N I N G FOR H E A L T H C A
R E M A N A G E M E N T ( D M H M 2 0 1 1 )
USAGE OF MOBILE PHONES FOR PERSONALIZED HEALTHCARE SOLUTIONS 397
M. SARAVANAN, S. SHANTHI, AND S. SHALINI
ROBUST LEARNING OF MIXTURE MODELS AND ITS APPLICATION ON TRIAL PRUNING
FOR E E G SIGNAL ANALYSIS 408
BOYU WANG, FENG WAN, PENG UN MAK, PUI I N MAK, AND MANG I VAI
AN INTEGRATED APPROACH TO MULTI-CRITERIA-BASED HEALTH CARE FACILITY
LOCATION PLANNING 420
WEI GU, BAIJIE WANG, AND X I N WANG
MEDICINAL PROPERTY KNOWLEDGE EXTRACTION FROM HERBAL DOCUMENTS FOR
SUPPORTING QUESTION ANSWERING SYSTEM 431
GHAVEEVAN PEEHSIRI, SUMRAN PAINUALL, AND URAIWAN JANVIRIYASOPAK
FIRST P A K D D D O C T O R A L S Y M P O S I U M O N D A T A M I N I N
G ( D S D M 2 0 1 1 )
AGE ESTIMATION USING BAYESIAN PROCESS 447
YU ZHANG
SIGNIFICANT NODE IDENTIFICATION IN SOCIAL NETWORKS 459
CHI-YAO TSENG AND MING-SYAN CHEN
IMPROVING BAGGING PERFORMANCE THROUGH MULTI-ALGORITHM ENSEMBLES . . .
471 KUO-WEI HSU AND JAIDEEP SRIVASTAVA
MINING TOURIST PREFERENCES WITH TWICE-LEARNING 483
CHEN ZHANG AND JIE ZHANG
TOWARDS COST-SENSITIVE LEARNING FOR REAL-WORLD APPLICATIONS 494
XU-YING LIU AND ZHI-HUA ZHOU
A U T H O R I N D E X 507 |
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| spelling | New frontiers in applied data mining PAKDD 2011 international workshops, Shenzhen, China, May 24 - 27, 2011 ; revised selected papers Longbing Cao ... (eds.) Berlin [u.a.] Springer 2012 XXX, 508 S. Ill., graph. Darst. 24 cm txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 7104 : Lecture notes in artificial intelligence Literaturangaben Data Mining (DE-588)4428654-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2011 Shenzhen gnd-content Data Mining (DE-588)4428654-5 s DE-604 Cao, Longbing edt PAKDD 15 2011 Shenzhen Sonstige (DE-588)16156857-9 oth Erscheint auch als Online-Ausgabe New Frontiers in Applied Data Mining Lecture notes in computer science 7104 (DE-604)BV000000607 7104 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=3966100&prov=M&dok_var=1&dok_ext=htm Inhaltstext DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024773569&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | New frontiers in applied data mining PAKDD 2011 international workshops, Shenzhen, China, May 24 - 27, 2011 ; revised selected papers Lecture notes in computer science Data Mining (DE-588)4428654-5 gnd |
| subject_GND | (DE-588)4428654-5 (DE-588)1071861417 |
| title | New frontiers in applied data mining PAKDD 2011 international workshops, Shenzhen, China, May 24 - 27, 2011 ; revised selected papers |
| title_auth | New frontiers in applied data mining PAKDD 2011 international workshops, Shenzhen, China, May 24 - 27, 2011 ; revised selected papers |
| title_exact_search | New frontiers in applied data mining PAKDD 2011 international workshops, Shenzhen, China, May 24 - 27, 2011 ; revised selected papers |
| title_full | New frontiers in applied data mining PAKDD 2011 international workshops, Shenzhen, China, May 24 - 27, 2011 ; revised selected papers Longbing Cao ... (eds.) |
| title_fullStr | New frontiers in applied data mining PAKDD 2011 international workshops, Shenzhen, China, May 24 - 27, 2011 ; revised selected papers Longbing Cao ... (eds.) |
| title_full_unstemmed | New frontiers in applied data mining PAKDD 2011 international workshops, Shenzhen, China, May 24 - 27, 2011 ; revised selected papers Longbing Cao ... (eds.) |
| title_short | New frontiers in applied data mining |
| title_sort | new frontiers in applied data mining pakdd 2011 international workshops shenzhen china may 24 27 2011 revised selected papers |
| title_sub | PAKDD 2011 international workshops, Shenzhen, China, May 24 - 27, 2011 ; revised selected papers |
| topic | Data Mining (DE-588)4428654-5 gnd |
| topic_facet | Data Mining Konferenzschrift 2011 Shenzhen |
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