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.).
(Visualizza formato Marc21)
(visualizza in BIBRAME 2.0)
| 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
|
| 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 |
| Item: | Permalink to OPAC |