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New frontiers in applied data mining [electronic resource] : PAKDD 2011 International Workshops, Shenzhen, China, May 24-27, 2011, Revised selected papers / Longbing Cao...[et al.] (eds.).



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Creatore: Pacific-Asia Conference on Knowledge Discovery and Data Mining (2011 : Shenzhen, China)
Titolo: New frontiers in applied data mining [electronic resource] : PAKDD 2011 International Workshops, Shenzhen, China, May 24-27, 2011, Revised selected papers / Longbing Cao...[et al.] (eds.).
Link to work: New frontiers in applied data mining Visualizza cluster
Pubblicazione: Berlin ; New York : Springer, c2012
Estensione: 1 online resource (xxx, 508 p.)
Disciplina: 006.3/12
Titolo uniforme di collana: Lecture notes in computer science. Lecture notes in artificial intelligence ; 7104.
Lecture notes in computer science.
LNCS sublibrary. SL 7, Artificial intelligence.
Genere/Forma: Electronic books
Index term-Uncontrolled: Computer science
Database management
Data mining
Information storage and retrieval systems
Artificial intelligence
Optical pattern recognition
Artificial Intelligence (incl. Robotics)
Information Storage and Retrieval
Information Systems Applications (incl. Internet)
Pattern Recognition
Data Mining and Knowledge Discovery
Soggetto non controllato: Computer science
Database management
Data mining
Information storage and retrieval systems
Artificial intelligence
Optical pattern recognition
Artificial Intelligence (incl. Robotics)
Information Storage and Retrieval
Information Systems Applications (incl. Internet)
Pattern Recognition
Data Mining and Knowledge Discovery
Termine d'indicizzazione-Occupazione: Computer science
Database management
Data mining
Information storage and retrieval systems
Artificial intelligence
Optical pattern recognition
Artificial Intelligence (incl. Robotics)
Information Storage and Retrieval
Information Systems Applications (incl. Internet)
Pattern Recognition
Data Mining and Knowledge Discovery
Classificazione LOC: QA76.9.D343 P33 2011
Creatori/Collaboratori: Cao, Longbing, , 1969-
Accesso convegno: International Workshop on Behavior Informatics, (2011 : , Shenzhen, China)
Quality Issues, Measures of Interestingness and Evaluation of Data Mining Models Workshop, (2011 : , Shenzhen, China)
Workshop on Biologically Inspired Techniques for Data Mining, (2011 : , Shenzhen, China)
Workshop on Advances and Issues in Traditional Chinese Medicine Clinical Data Mining, (2011 : , Shenzhen, China)
Workshop on Data Mining for Healthcare Management (2nd : , 2011 : , Shenzhen, China)
Contenuto supplementare: Includes bibliographical references and author index.
Nota di contenuto: Evaluating the Regularity of Human Behavior from Mobile Phone Usage Logs -- Explicit and Implicit User Preferences in Online Dating -- Blogger-Link-Topic Model for Blog Mining -- A Random Indexing Approach for Web User Clustering and Web Prefetching -- Emotional Reactions to Real-World Events in Social Networks -- Constructing Personal Knowledge Base: Automatic Key-Phrase Extraction from Multiple-Domain Web Pages -- Discovering Valuable User Behavior Patterns in Mobile Commerce Environments -- A Novel Method for Community Detection in Complex Network Using New Representation for Communities -- Link Prediction on Evolving Data Using Tensor Factorization -- Permutation Anonymization: Improving Anatomy for Privacy Preservation in Data Publication -- Efficient Mining Top-k Regular-Frequent Itemset Using Compressed Tidsets -- A Method of Similarity Measure and Visualization for Long Time Series Using Binary Patterns -- A BIRCH-Based Clustering Method for Large Time Series Databases -- Visualizing Cluster Structures and Their Changes over Time by Two-Step Application of Self-Organizing Maps -- Analysis of Cluster Migrations Using Self-Organizing Maps -- ClasSi: Measuring Ranking Quality in the Presence of Object Classes with Similarity Information -- The Instance Easiness of Supervised Learning for Cluster Validity -- A New Efficient and Unbiased Approach for Clustering Quality Evaluation -- A Structure Preserving Flat Data Format Representation for Tree-Structured Data -- A Fusion of Algorithms in Near Duplicate Document Detection -- Searching Interesting Association Rules Based on Evolutionary Computation -- An Efficient Approach to Mine Periodic-Frequent Patterns in Transactional Databases -- Algorithms to Discover Complete Frequent Episodes in Sequences -- Certainty upon Empirical Distributions -- A Measure Oriented Training Scheme for Imbalanced Classification Problems -- An SVM-Based Approach to Discover MicroRNA Precursors in Plant Genomes -- Towards Recommender System Using Particle Swarm Optimization Based Web Usage Clustering -- Weighted Association Rule Mining Using Particle Swarm Optimization -- An Unsupervised Feature Selection Framework Based on Clustering -- Discovery of Regularities in the Use of Herbs in Traditional Chinese Medicine Prescriptions -- COW: A Co-evolving Memetic Wrapper for Herb-Herb Interaction Analysis in TCM Informatics -- Selecting an Appropriate Interestingness Measure to Evaluate the Correlation between Syndrome Elements and Symptoms -- The Impact of Feature Representation to the Biclustering of Symptoms-Herbs in TCM -- Usage of Mobile Phones for Personalized Healthcare Solutions -- Robust Learning of Mixture Models and Its Application on Trial Pruning for EEG Signal Analysis -- An Integrated Approach to Multi-criteria-Based Health Care Facility Location Planning -- Medicinal Property Knowledge Extraction from Herbal Documents for Supporting Question Answering System -- Age Estimation Using Bayesian Process -- Significant Node Identification in Social Networks -- Improving Bagging Performance through Multi-algorithm Ensembles -- Mining Tourist Preferences with Twice-Learning -- Towards Cost-Sensitive Learning for Real-World Applications.
Restrizioni accesso: Restricted for use by site license.
Forme fisiche agg.: Also available in print.
Requisiti sistema: Mode of access: World Wide Web.
Collana: Lecture notes in computer science. Lecture notes in artificial intelligence
Lecture notes in computer science, 0302-9743
LNCS sublibrary. SL 7, Artificial intelligence
Varianti del titolo: PAKDD 2011
ISBN: 9783642283208 (electronic bk.)
3642283209 (electronic bk.)
9783642283192
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9960092483503681
Localizzazioni e accesso elettronico http://hdl.library.upenn.edu/1017.12/1244182
Lo trovi qui: University of Pennsylvania
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