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

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Cao, Longbing (Επιμελητής έκδοσης), Zhong, Jiang (Επιμελητής έκδοσης), Feng, Yong (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Σειρά: Lecture Notes in Computer Science, 6441
• Θέματα: Computer science.; Computer communication systems.; Database management.; Data mining.; Information storage and retrieval.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Information Systems Applications (incl. Internet).; Information Storage and Retrieval.; Database Management.; Data Mining and Knowledge Discovery.; Computer Communication Networks.

With the ever-growing power of generating, transmitting, and collecting huge amounts of data, information overloadis nowan imminent problemto mankind. 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 fash...

Πίνακας περιεχομένων:

• 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.