Advances in Knowledge Discovery and Data Mining: 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II
Gespeichert in:
| Format: | Elektronisch Tagungsbericht E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer International Publishing
2015
|
| Schriftenreihe: | Lecture Notes in Computer Science
9078 |
| Schlagworte: | |
| Online-Zugang: | Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (XXIX, 773 p. 237 illus) |
| ISBN: | 9783319180328 9783319180311 |
| ISSN: | 0302-9743 |
| DOI: | 10.1007/978-3-319-18032-8 |
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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 II |c edited by Tru Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu-Bao Ho, David Cheung, Hiroshi Motoda |
| 264 | 1 | |a Cham |b Springer International Publishing |c 2015 | |
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| 338 | |b cr |2 rdacarrier | ||
| 490 | 1 | |a Lecture Notes in Computer Science |v 9078 |x 0302-9743 | |
| 650 | 4 | |a Computer science | |
| 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_ | 1804174755071262720 |
|---|---|
| adam_text | ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING
/
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
OPINION MINING AND SENTIMENT ANALYSIS
EMOTION CAUSE DETECTION FOR CHINESE MICRO-BLOGS BASED ON ECOCC MODEL
PARALLEL RECURSIVE DEEP MODEL FOR SENTIMENT ANALYSIS
SENTIMENT ANALYSIS IN TRANSCRIBED UTTERANCES
RATING ENTITIES AND ASPECTS USING A HIERARCHICAL MODEL
SENTIMENT ANALYSIS ON MICROBLOGGING BY INTEGRATING TEXT AND IMAGE
FEATURES
TSUM4ACT: A FRAMEWORK FOR RETRIEVING AND SUMMARIZING ACTIONABLE TWEETS
DURING A DISASTER FOR REACTION
CLUSTERING
EVOLVING CHINESE RESTAURANT PROCESSES FOR MODELING EVOLUTIONARY TRACES
IN TEMPORAL DATA
SMALL-VARIANCE ASYMPTOTICS FOR BAYESIAN NONPARAMETRIC MODELS WITH
CONSTRAINTS
SPECTRAL CLUSTERING FOR LARGE-SCALE SOCIAL NETWORKS VIA A PRE-COARSENING
SAMPLING BASED NYSTROEM METHOD
PCSTREAM: A STREAM CLUSTERING ALGORITHM FOR DYNAMICALLY DETECTING AND
MANAGING TEMPORAL CONTEXTS
CLUSTERING OVER DATA STREAMS BASED ON GROWING NEURAL GAS
COMPUTING AND MINING CLUSTCUBE CUBES EFFICIENTLY
OUTLIER AND ANOMALY DETECTION CONTEXTUAL ANOMALY DETECTION USING
LOG-LINEAR TENSOR FACTORIZATION
A SEMI-SUPERVISED FRAMEWORK FOR SOCIAL SPAMMER DETECTION
FAST ONE-CLASS SUPPORT VECTOR MACHINE FOR NOVELTY DETECTION
ND-SYNC: DETECTING SYNCHRONIZED FRAUD ACTIVITIES
AN EMBEDDING SCHEME FOR DETECTING ANOMALOUS BLOCK STRUCTURED GRAPHS
A CORE-ATTACH BASED METHOD FOR IDENTIFYING PROTEIN COMPLEXES IN DYNAMIC
PPI NETWORKS
MINING UNCERTAIN AND IMPRECISE DATA MINING UNCERTAIN SEQUENTIAL PATTERNS
IN ITERATIVE MAPREDUCE
QUALITY CONTROL FOR CROWDSOURCED POI COLLECTION
TOWARDS EFFICIENT SEQUENTIAL PATTERN MINING IN TEMPORAL UNCERTAIN
DATABASES
PREFERENCE-BASED TOP-K REPRESENTATIVE SKYLINE QUERIES ON UNCERTAIN
DATABASES
CLUSTER SEQUENCE MINING: CAUSAL INFERENCE WITH TIME AND SPACE PROXIMITY
UNDER UNCERTAINTY
ACHIEVING ACCURACY GUARANTEE FOR ANSWERING BATCH QUERIES WITH
DIFFERENTIAL PRIVACY
MINING TEMPORAL AND SPATIAL DATA AUTOMATED CLASSIFICATION OF PASSING IN
FOOTBALL
STABILIZING SPARSE COX MODEL USING STATISTIC AND SEMANTIC STRUCTURES IN
ELECTRONIC MEDICAL RECORDS
PREDICTING NEXT LOCATIONS WITH OBJECT CLUSTERING AND TRAJECTORY
CLUSTERING
A PLANE MOVING AVERAGE ALGORITHM FOR SHORT-TERM TRAFFIC FLOW PREDICTION
RECOMMENDING PROFITABLE TAXI TRAVEL ROUTES BASED ON BIG TAXI
TRAJECTORIES DATA
SEMI SUPERVISED ADAPTIVE FRAMEWORK FOR CLASSIFYING EVOLVING DATA STREAM
FEATURE EXTRACTION AND SELECTION COST-SENSITIVE FEATURE SELECTION ON
HETEROGENEOUS DATA
A FEATURE EXTRACTION METHOD FOR MULTIVARIATE TIME SERIES CLASSIFICATION
USING TEMPORAL PATTERNS
SCALABLE OUTLYING-INLYING ASPECTS DISCOVERY VIA FEATURE RANKING
A DC PROGRAMMING APPROACH FOR SPARSE OPTIMAL SCORING
GRAPH BASED RELATIONAL FEATURES FOR COLLECTIVE CLASSIFICATION
A NEW FEATURE SAMPLING METHOD IN RANDOM FORESTS FOR PREDICTING
HIGH-DIMENSIONAL DATA
MINING HETEROGENEOUS, HIGH DIMENSIONAL, AND SEQUENTIAL DATA SEAMLESSLY
INTEGRATING EFFECTIVE LINKS WITH ATTRIBUTES FOR NETWORKED DATA
CLASSIFICATION
CLUSTERING ON MULTI-SOURCE INCOMPLETE DATA VIA TENSOR MODELING AND
FACTORIZATION
LOCALLY OPTIMIZED HASHING FOR NEAREST NEIGHBOR SEARCH
DO-RANK: DCG OPTIMIZATION FOR LEARNING-TO-RANK IN TAG-BASED ITEM
RECOMMENDATION SYSTEMS
EFFICIENT DISCOVERY OF RECURRENT ROUTINE BEHAVIOURS IN SMART METER TIME
SERIES BY GROWING SUBSEQUENCES
CONVOLUTIONAL NONLINEAR NEIGHBOURHOOD COMPONENTS ANALYSIS FOR TIME
SERIES CLASSIFICATION
ENTITY RESOLUTION AND TOPIC MODELLING CLUSTERING-BASED SCALABLE INDEXING
FOR MULTI-PARTY PRIVACY-PRESERVING RECORD LINKAGE
EFFICIENT INTERACTIVE TRAINING SELECTION FOR LARGE-SCALE ENTITY
RESOLUTION
UNSUPERVISED BLOCKING KEY SELECTION FOR REAL-TIME ENTITY RESOLUTION
INCORPORATING PROBABILISTIC KNOWLEDGE INTO TOPIC MODELS
LEARNING FOCUSED HIERARCHICAL TOPIC MODELS WITH SEMI-SUPERVISION IN
MICROBLOGS
PREDICTING FUTURE LINKS BETWEEN DISJOINT RESEARCH AREAS USING
HETEROGENEOUS BIBLIOGRAPHIC INFORMATION NETWORK
ITEMSET AND HIGH PERFORMANCE DATA MINING CPT+: DECREASING THE TIME/SPACE
COMPLEXITY OF THE COMPACT PREDICTION TREE
MINING ASSOCIATION RULES IN GRAPHS BASED ON FREQUENT COHESIVE ITEMSETS
MINING HIGH UTILITY ITEMSETS IN BIG DATA
DECOMPOSITION BASED SAT ENCODINGS FOR ITEMSET MINING PROBLEMS
A COMPARATIVE STUDY ON PARALLEL LDA ALGORITHMS IN MAPREDUCE FRAMEWORK
DISTRIBUTED NEWTON METHODS FOR REGULARIZED LOGISTIC REGRESSION
RECOMMENDATION
COUPLED MATRIX FACTORIZATION WITHIN NON-IID CONTEXT
COMPLEMENTARY USAGE OF TIPS AND REVIEWS FOR LOCATION RECOMMENDATION IN
YELP
COUPLING MULTIPLE VIEWS OF RELATIONS FOR RECOMMENDATION
PAIRWISE ONE CLASS RECOMMENDATION ALGORITHM
RIT: ENHANCING RECOMMENDATION WITH INFERRED TRUST
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING
/
: 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-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-3-319-18032-8 |
| format | Electronic Conference Proceeding eBook |
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| indexdate | 2024-07-10T07:05:26Z |
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| language | English |
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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 II 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 (XXIX, 773 p. 237 illus) txt rdacontent c rdamedia cr rdacarrier Lecture Notes in Computer Science 9078 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 Datenanalyse (DE-588)4123037-1 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Wissensextraktion (DE-588)4546354-2 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 9078 (DE-604)BV014880109 9078 https://doi.org/10.1007/978-3-319-18032-8 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028025459&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=028025459&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 II 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 Datenanalyse (DE-588)4123037-1 gnd Data Mining (DE-588)4428654-5 gnd Wissensextraktion (DE-588)4546354-2 gnd |
| subject_GND | (DE-588)4123037-1 (DE-588)4428654-5 (DE-588)4546354-2 (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 II |
| 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 II |
| 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 II |
| 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 II 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 II 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 II 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 ii |
| title_sub | 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II |
| 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 Datenanalyse (DE-588)4123037-1 gnd Data Mining (DE-588)4428654-5 gnd Wissensextraktion (DE-588)4546354-2 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 Datenanalyse Data Mining Wissensextraktion Konferenzschrift 2015 Ho Chi Minh City |
| url | https://doi.org/10.1007/978-3-319-18032-8 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028025459&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=028025459&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV014880109 |
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