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Advanced Data Mining and Applications : 6th International Conference, ADMA 2010, Chongqing, China, November 19-21, 2010, Proceedings, Part II.

Author: Longbing Cao; Yong Feng; Jiang Zhong
Publisher: New York : Springer, Nov. 2010.
Series: Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence Ser.
Edition/Format:   eBook : Document : EnglishView all editions and formats
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Genre/Form: Electronic books
Conference papers and proceedings
Congresses
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Longbing Cao; Yong Feng; Jiang Zhong
ISBN: 9783642173127 3642173128 9783642173134 3642173136
OCLC Number: 727275694
Target Audience: Scholarly & Professional
Description: 1 online resource (xiii, 576 pages).
Contents: III Data Mining Methodologies and Processes.- Incremental Learning by Heterogeneous Bagging Ensemble.- CPLDP: An Efficient Large Dataset Processing System Built on Cloud Platform.- A General Multi-relational Classification Approach Using Feature Generation and Selection.- A Unified Approach to the Extraction of Rules from Artificial Neural Networks and Support Vector Machines.- A Clustering-Based Data Reduction for Very Large Spatio-Temporal Datasets.- Change a Sequence into a Fuzzy Number.- Multiple Kernel Learning Improved by MMD.- A Refinement Approach to Handling Model Misfit in Semi-supervised Learning.- Soft Set Approach for Selecting Decision Attribute in Data Clustering.- Comparison of BEKK GARCH and DCC GARCH Models: An Empirical Study.- Adapt the mRMR Criterion for Unsupervised Feature Selection.- Evaluating the Distance between Two Uncertain Categorical Objects.- Construction Cosine Radial Basic Function Neural Networks Based on Artificial Immune Networks.- Spatial Filter Selection with LASSO for EEG Classification.- Boolean Algebra and Compression Technique for Association Rule Mining.- Cluster Based Symbolic Representation and Feature Selection for Text Classification.- SimRate: Improve Collaborative Recommendation Based on Rating Graph for Sparsity.- Logistic Regression for Transductive Transfer Learning from Multiple Sources.- Double Table Switch: An Efficient Partitioning Algorithm for Bottom-Up Computation of Data Cubes.- IV Data Mining Applications and Systems.- Tag Recommendation Based on Bayesian Principle.- Comparison of Different Methods to Fuse Theos Images.- Using Genetic K-Means Algorithm for PCA Regression Data in Customer Churn Prediction.- Time-Constrained Test Selection for Regression Testing.- Chinese New Word Detection from Query Logs.- Exploiting Concept Clumping for Efficient Incremental E-Mail Categorization.- Topic-Based User Segmentation for Online Advertising with Latent Dirichlet Allocation.- Applying Multi-objective Evolutionary Algorithms to QoS-Aware Web Service Composition.- Real-Time Hand Detection and Tracking Using LBP Features.- Modeling DNS Activities Based on Probabilistic Latent Semantic Analysis.- A New Statistical Approach to DNS Traffic Anomaly Detection.- Managing Power Conservation in Wireless Networks.- Using PCA to Predict Customer Churn in Telecommunication Dataset.- Hierarchical Classification with Dynamic-Threshold SVM Ensemble for Gene Function Prediction.- Personalized Tag Recommendation Based on User Preference and Content.- Predicting Defect Priority Based on Neural Networks.- Personalized Context-Aware QoS Prediction for Web Services Based on Collaborative Filtering.- Hybrid Semantic Analysis System - ATIS Data Evaluation.- Click Prediction for Product Search on C2C Web Sites.- Finding Potential Research Collaborators in Four Degrees of Separation.- Predicting Product Duration for Adaptive Advertisement.- An Algorithm for Available Bandwidth Estimation of IPv6 Network.- A Structure-Based XML Storage Method in YAFFS File System.- A Multi-dimensional Trustworthy Behavior Monitoring Method Based on Discriminant Locality Preserving Projections.- NN-SA Based Dynamic Failure Detector for Services Composition in Distributed Environment.- Two-Fold Spatiotemporal Regression Modeling in Wireless Sensor Networks.- Generating Tags for Service Reviews.- Developing Treatment Plan Support in Outpatient Health Care Delivery with Decision Trees Technique.- Factor Analysis of E-business in Skill-Based Strategic Collaboration.- Increasing the Meaningful Use of Electronic Medical Records: A Localized Health Level 7 Clinical Document Architecture System.- Corpus-Based Analysis of the Co-occurrence of Chinese Antonym Pairs.- Application of Decision-Tree Based on Prediction Model for Project Management.- Management Policies Analysis for Multi-core Shared Caches.- Multi-core Architecture Cache Performance Analysis and Optimization Based on Distributed Method.- The Research on the User Experience of E-Commercial Website Based on User Subdivision.- An Ontology-Based Framework Model for Trustworthy Software Evolution.- Multi-level Log-Based Relevance Feedback Scheme for Image Retrieval.- A Distributed Node Clustering Mechanism in P2P Networks.- Exploratory Factor Analysis Approach for Understanding Consumer Behavior toward Using Chongqing City Card.
Series Title: Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence Ser.

Abstract:

The overwhelming demand for information processing is not just about a better understanding of data, but also a better usage of data in a timely fashion. , spatialdata mining, biomedical data mining,  Read more...

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