Advances in Knowledge Discovery and Data Mining: 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I
Gespeichert in:
| Format: | Elektronisch Tagungsbericht E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer International Publishing
2015
|
| Schriftenreihe: | Lecture Notes in Computer Science
9077 |
| Schlagworte: | |
| Online-Zugang: | Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (XXX, 763 p. 224 illus) |
| ISBN: | 9783319180380 9783319180373 |
| ISSN: | 0302-9743 |
| DOI: | 10.1007/978-3-319-18038-0 |
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| 245 | 1 | 0 | |a Advances in Knowledge Discovery and Data Mining |b 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I |c edited by Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Cheung, Hiroshi Motoda |
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| 490 | 1 | |a Lecture Notes in Computer Science |v 9077 |x 0302-9743 | |
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| 650 | 4 | |a Data mining | |
| 650 | 4 | |a Information storage and retrieval systems | |
| 650 | 4 | |a Artificial intelligence | |
| 650 | 4 | |a Computer Science | |
| 650 | 4 | |a Data Mining and Knowledge Discovery | |
| 650 | 4 | |a Artificial Intelligence (incl. Robotics) | |
| 650 | 4 | |a Information Storage and Retrieval | |
| 650 | 4 | |a Informatik | |
| 650 | 4 | |a Künstliche Intelligenz | |
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Datensatz im Suchindex
| _version_ | 1804153310353031168 |
|---|---|
| adam_text | ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING
/ CAO, TRU
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
SOCIAL NETWORKS AND SOCIAL MEDIA
MAXIMIZING FRIEND-MAKING LIKELIHOOD FOR SOCIAL ACTIVITY ORGANIZATION
WHAT IS NEW IN OUR CITY? A FRAMEWORK FOR EVENT EXTRACTION USING SOCIAL
MEDIA POSTS
LINK PREDICTION IN ALIGNED HETEROGENEOUS NETWORKS
SCALE-ADAPTIVE GROUP OPTIMIZATION FOR SOCIAL ACTIVITY PLANNING
INFLUENCE MAXIMIZATION ACROSS PARTIALLY ALIGNED HETEROGENOUS SOCIAL
NETWORKS
MULTIPLE FACTORS-AWARE DIFFUSION IN SOCIAL NETWORKS
UNDERSTANDING COMMUNITY EFFECTS ON INFORMATION DIFFUSION
ON BURST DETECTION AND PREDICTION IN RETWEETING SEQUENCE
FEW THINGS ABOUT IDIOMS: UNDERSTANDING IDIOMS AND ITS USERS IN THE
TWITTER ONLINE SOCIAL NETWORK
RETWEETING ACTIVITY ON TWITTER: SIGNS OF RECEPTION
RESAMPLING-BASED GAP ANALYSIS FOR DETECTING NODES WITH HIGH CENTRALITY
ON LARGE SOCIAL NETWORK
CLASSIFICATION
DOUBLE RAMP LOSS BASED REJECT OPTION CLASSIFIER
EFFICIENT METHODS FOR MULTI-LABEL CLASSIFICATION
A COUPLED K-NEAREST NEIGHBOR ALGORITHM FOR MULTI-LABEL CLASSIFICATION
LEARNING TOPIC-ORIENTED WORD EMBEDDING FOR QUERY CLASSIFICATION
RELIABLE EARLY CLASSIFICATION ON MULTIVARIATE TIME SERIES WITH NUMERICAL
AND CATEGORICAL ATTRIBUTES
DISTRIBUTED DOCUMENT REPRESENTATION FOR DOCUMENT CLASSIFICATION
PREDICITON OF EMERGENCY EVENTS: A MULTI-TASK MULTI-LABEL LEARNING
APPROACH
NEAREST NEIGHBOR METHOD BASED ON LOCAL DISTRIBUTION FOR CLASSIFICATION
IMMUNE CENTROIDS OVER-SAMPLING METHOD FOR MULTI-CLASS CLASSIFICATION
OPTIMIZING CLASSIFIERS FOR HYPOTHETICAL SCENARIOS
REPULSIVE-SVDD CLASSIFICATION
CENTROID-MEANS-EMBEDDING: AN APPROACH TO INFUSING WORD EMBEDDINGS INTO
FEATURES FOR TEXT CLASSIFICATION
MACHINE LEARNING
COLLABORATING DIFFERENTLY ON DIFFERENT TOPICS: A MULTI-RELATIONAL
APPROACH TO MULTI-TASK LEARNING
MULTI-TASK METRIC LEARNING ON NETWORK DATA
A BAYESIAN NONPARAMETRIC APPROACH TO MULTILEVEL REGRESSION
LEARNING CONDITIONAL LATENT STRUCTURES FROM MULTIPLE DATA SOURCES
COLLABORATIVE MULTI-VIEW LEARNING WITH ACTIVE DISCRIMINATIVE PRIOR FOR
RECOMMENDATION
ONLINE AND STOCHASTIC UNIVERSAL GRADIENT METHODS FOR MINIMIZING
REGULARIZED HOELDER CONTINUOUS FINITE SUMS IN MACHINE LEARNING
CONTEXT-AWARE DETECTION OF SNEAKY VANDALISM ON WIKIPEDIA ACROSS MULTIPLE
LANGUAGES
UNCOVERING THE LATENT STRUCTURES OF CROWD LABELING
USE CORRELATION COEFFICIENTS IN GAUSSIAN PROCESS TO TRAIN STABLE ELM
MODELS
LOCAL ADAPTIVE AND INCREMENTAL GAUSSIAN MIXTURE FOR ONLINE DENSITY
ESTIMATION
LATENT SPACE TRACKING FROM HETEROGENEOUS DATA WITH AN APPLICATION FOR
ANOMALY DETECTION
A LEARNING-RATE SCHEDULE FOR STOCHASTIC GRADIENT METHODS TO MATRIX
FACTORIZATION
APPLICATIONS
ON DAMAGE IDENTIFICATION IN CIVIL STRUCTURES USING TENSOR ANALYSIS
PREDICTING SMARTPHONE ADOPTION IN SOCIAL NETWORKS
DISCOVERING THE IMPACT OF URBAN TRAFFIC INTERVENTIONS USING CONTRAST
MINING ON VEHICLE TRAJECTORY DATA
LOCATING SELF-COLLECTION POINTS FOR LAST-MILE LOGISTICS USING PUBLIC
TRANSPORT DATA
A STOCHASTIC FRAMEWORK FOR SOLAR IRRADIANCE FORECASTING USING CONDITION
RANDOM FIELD
ONLINE PREDICTION OF CHESS MATCH RESULT
LEARNING OF PERFORMANCE MEASURES FROM CROWD-SOURCED DATA WITH
APPLICATION TO RANKING OF INVESTMENTS
HIERARCHICAL DIRICHLET PROCESS FOR TRACKING COMPLEX TOPICAL STRUCTURE
EVOLUTION AND ITS APPLICATION TO AUTISM RESEARCH LITERATURE
AUTOMATED DETECTION FOR PROBABLE HOMOLOGOUS FOODBORNE DISEASE OUTBREAKS
IDENTIFYING HESITANT AND INTERESTED CUSTOMERS FOR TARGETED SOCIAL
MARKETING
ACTIVITY-PARTNER RECOMMENDATION
ITERATIVE USE OF WEIGHTED VORONOI DIAGRAMS TO IMPROVE SCALABILITY IN
RECOMMENDER SYSTEMS
NOVEL METHODS AND ALGORITHMS PRINCIPAL SENSITIVITY ANALYSIS
SOCNL: BAYESIAN LABEL PROPAGATION WITH CONFIDENCE
AN INCREMENTAL LOCAL DISTRIBUTION NETWORK FOR UNSUPERVISED LEARNING
TREND-BASED CITATION COUNT PREDICTION FOR RESEARCH ARTICLES
MINING TEXT ENRICHED HETEROGENEOUS CITATION NETWORKS
BOOSTING VIA APPROACHING OPTIMAL MARGIN DISTRIBUTION
O-HETM: AN ONLINE HIERARCHICAL ENTITY TOPIC MODEL FOR NEWS STREAMS
MODELING USER INTEREST AND COMMUNITY INTEREST IN MICROBLOGGINGS: AN
INTEGRATED APPROACH
MINIMAL JUMPING EMERGING PATTERNS: COMPUTATION AND PRACTICAL ASSESSMENT
FACTORISATION
AN EMPIRICAL STUDY OF PERSONAL FACTORS AND SOCIAL EFFECTS ON RATING
PREDICTION
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING
/ CAO, TRU
: 2015
ABSTRACT / INHALTSTEXT
THIS TWO-VOLUME SET, LNAI 9077 + 9078, CONSTITUTES THE REFEREED
PROCEEDINGS OF THE 19TH PACIFIC-ASIA CONFERENCE ON ADVANCES IN KNOWLEDGE
DISCOVERY AND DATA MINING, PAKDD 2015, HELD IN HO CHI MINH CITY,
VIETNAM, IN MAY 2015. THE PROCEEDINGS CONTAIN 117 PAPER CAREFULLY
REVIEWED AND SELECTED FROM 405 SUBMISSIONS. THEY HAVE BEEN ORGANIZED IN
TOPICAL SECTIONS NAMED: SOCIAL NETWORKS AND SOCIAL MEDIA;
CLASSIFICATION; MACHINE LEARNING; APPLICATIONS; NOVEL METHODS AND
ALGORITHMS; OPINION MINING AND SENTIMENT ANALYSIS; CLUSTERING; OUTLIER
AND ANOMALY DETECTION; MINING UNCERTAIN AND IMPRECISE DATA; MINING
TEMPORAL AND SPATIAL DATA; FEATURE EXTRACTION AND SELECTION; MINING
HETEROGENEOUS, HIGH-DIMENSIONAL, AND SEQUENTIAL DATA; ENTITY RESOLUTION
AND TOPIC-MODELING; ITEMSET AND HIGH-PERFORMANCE DATA MINING; AND
RECOMMENDATIONS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| dewey-full | 006.312 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
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| dewey-sort | 16.312 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-3-319-18038-0 |
| format | Electronic Conference Proceeding eBook |
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| series | Lecture Notes in Computer Science |
| series2 | Lecture Notes in Computer Science |
| spelling | Advances in Knowledge Discovery and Data Mining 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I edited by Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Cheung, Hiroshi Motoda Cham Springer International Publishing 2015 1 Online-Ressource (XXX, 763 p. 224 illus) txt rdacontent c rdamedia cr rdacarrier Lecture Notes in Computer Science 9077 0302-9743 Computer science Data mining Information storage and retrieval systems Artificial intelligence Computer Science Data Mining and Knowledge Discovery Artificial Intelligence (incl. Robotics) Information Storage and Retrieval Informatik Künstliche Intelligenz Wissensextraktion (DE-588)4546354-2 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2015 Ho Chi Minh City gnd-content Data Mining (DE-588)4428654-5 s Wissensextraktion (DE-588)4546354-2 s Datenanalyse (DE-588)4123037-1 s DE-604 Cao, Tru Hoang Sonstige (DE-588)137700040 oth PAKDD 19. 2015 Ho-Chi-Minh-Stadt Sonstige (DE-588)1070571342 oth Lecture Notes in Computer Science 9077 (DE-604)BV014880109 9077 https://doi.org/10.1007/978-3-319-18038-0 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027978597&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027978597&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Advances in Knowledge Discovery and Data Mining 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I Lecture Notes in Computer Science Computer science Data mining Information storage and retrieval systems Artificial intelligence Computer Science Data Mining and Knowledge Discovery Artificial Intelligence (incl. Robotics) Information Storage and Retrieval Informatik Künstliche Intelligenz Wissensextraktion (DE-588)4546354-2 gnd Datenanalyse (DE-588)4123037-1 gnd Data Mining (DE-588)4428654-5 gnd |
| subject_GND | (DE-588)4546354-2 (DE-588)4123037-1 (DE-588)4428654-5 (DE-588)1071861417 |
| title | Advances in Knowledge Discovery and Data Mining 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I |
| title_auth | Advances in Knowledge Discovery and Data Mining 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I |
| title_exact_search | Advances in Knowledge Discovery and Data Mining 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I |
| title_full | Advances in Knowledge Discovery and Data Mining 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I edited by Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Cheung, Hiroshi Motoda |
| title_fullStr | Advances in Knowledge Discovery and Data Mining 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I edited by Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Cheung, Hiroshi Motoda |
| title_full_unstemmed | Advances in Knowledge Discovery and Data Mining 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I edited by Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Cheung, Hiroshi Motoda |
| title_short | Advances in Knowledge Discovery and Data Mining |
| title_sort | advances in knowledge discovery and data mining 19th pacific asia conference pakdd 2015 ho chi minh city vietnam may 19 22 2015 proceedings part i |
| title_sub | 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I |
| topic | Computer science Data mining Information storage and retrieval systems Artificial intelligence Computer Science Data Mining and Knowledge Discovery Artificial Intelligence (incl. Robotics) Information Storage and Retrieval Informatik Künstliche Intelligenz Wissensextraktion (DE-588)4546354-2 gnd Datenanalyse (DE-588)4123037-1 gnd Data Mining (DE-588)4428654-5 gnd |
| topic_facet | Computer science Data mining Information storage and retrieval systems Artificial intelligence Computer Science Data Mining and Knowledge Discovery Artificial Intelligence (incl. Robotics) Information Storage and Retrieval Informatik Künstliche Intelligenz Wissensextraktion Datenanalyse Data Mining Konferenzschrift 2015 Ho Chi Minh City |
| url | https://doi.org/10.1007/978-3-319-18038-0 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027978597&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027978597&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV014880109 |
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