Advanced Data Mining and Applications

Categorical Data Using Coverage Density.- Novel Algorithms.- A New Support Vector Machine for Data Mining.- The Infinite Polynomial Kernel for Support Vector Machine.- Routing Attribute Data Mining Based on Rough Set Theory.- A Novel Data Mining Method Based on Ant Colony Algorithm.- Context-Sensitive Regression Analysis for Distributed Data.- Customer Churn Prediction Using Improved One-Class Support Vector Machine.- The Application of Adaptive Partitioned Random Search in Feature Selection Problem.- Heuristic Scheduling of Concurrent Data Mining Queries.- Using Gap-Insensitive String Kernel to Detect Masquerading.- A New Method for Linear Ill-Posed Problems: Iteration Method by Rectifying Eigenvalue.- Text Mining.- A Non-VSM kNN Algorithm for Text Classification.- A Study on Text Clustering Algorithms Based on Frequent Term Sets.- An Improvement of Text Association Classification Using Rules Weights.- Word Segmentation and POS Tagging for Chinese Keyphrase Extraction.- Learning User Profiles from Text in e-Commerce.- Multimedia Mining.- Data Mining Based on Objects in Video Flow with Dynamic Background.- An Approach to Compressed Image Retrieval Based on JPEG2000 Framework.- Target Segmentation and Feature Extraction for Undersea Image Based on Function Transformation.- ART in Image Reconstruction with Narrow Fan-Beam Based on Data Mining.- Digits Speech Recognition Based on Geometrical Learning.- A Novel Information Hiding Technique for Remote Sensing Image.- Content-Based News Video Mining.- Automatic Image Registration via Clustering and Convex Hull Vertices Matching.- Fingerprint Image Segmentation Based on Gaussian-Hermite Moments.- Sequential Data Mining and Time Series Mining.- HVSM: A New Sequential Pattern Mining Algorithm Using Bitmap Representation.- HGA-COFFEE : Aligning Multiple Sequences by Hybrid Genetic Algorithm.- Independent Component Analysis for Clustering Multivariate Time Series Data.- Applying Fuzzy Neural Network to Intrusion Detection Based on Sequences of System Calls.- Web Mining.- Design and Implementation of Web Mining System Based on Multi-agent.- A Novel Framework for Web Page Classification Using Two-Stage Neural Network.- Fuzzy Evaluation of Hotel Websites.- Querying Web Images by Topic and Example Specification Methods.- The Research on Fuzzy Data Mining Applied on Browser Records.- Discovering Conceptual Page Hierarchy of a Web Site from User Traversal History.- Biomedical Mining.- Bayesian Neural Networks for Prediction of Protein Secondary Structure.- PromPredictor: A Hybrid Machine Learning System for Recognition and Location of Transcription Start Sites in Human Genome.- Robust Ensemble Learning for Cancer Diagnosis Based on Microarray Data Classification.- A Comprehensive Benchmark of the Artificial Immune Recognition System (AIRS).- An Analysis of Missing Data Treatment Methods and Their Application to Health Care Dataset.- Parallel Genetic Algorithm and Parallel Simulated Annealing Algorithm for the Closest String Problem.- Mining Interesting Association Rules in Medical Images.- Hybrid Feature Ranking for Proteins Classification.- Predicting Subcellular Localization of Proteins Using Support Vector Machine with N-Terminal Amino Composition.- Advanced Applications.- The Dynamic Character Curve Adjusting Model of Electric Load Based on Data Mining Theory.- Using Boosting Learning Method for Intrusion Detection.- RoleOf Relationship and Its Meta Model for Design Pattern Instantiation.- Automatic Inspection of Industrial Sheetmetal Parts with Single Non-metric CCD Camera.- An Advanced Implementation of a Distributed Control Scheme Based on LonWorks System over IP Networks.- Structural Damage Detection by Integrating Independent Component Analysis and Support Vector Machine.- An LZ78 Based String Kernel.- Classifying Class and Finding Community in UML Metamodel Network.- An Adaptive Network Intrusion Detection Method Based on PCA and Support Vector Machines.- Improved Grid Information Service Using the Idea of File-Parted Replication.- Dynamic Shape Modeling of Consumers' Daily Load Based on Data Mining.- A Study on the Mechanism of Virtual SAN-Based Spatial Data Storage with Double-Thoroughfare in Grid.- A BP Neural Network Predictor Model for Desulfurizing Molten Iron.- A Flexible Report Architecture Based on Association Rules Mining.- Security and Privacy Issues.- Privacy Preserving Naive Bayes Classification.- A Further Study on Inverse Frequent Set Mining.- Spatial Data Mining.- Mathematical Analysis of Classifying Convex Clusters Based on Support Functionals.- Linear Belts Mining from Spatial Database with Mathematical Morphological Operators.- Spatial Information Multi-grid for Data Mining.- A Uniform Framework of 3D Spatial Data Model and Data Mining from the Model.- Mining Standard Land Price with Tension Spline Function.- Streaming Data Mining.- Mining Recent Frequent Itemsets in Data Streams by Radioactively Attenuating Strategy.- User Subjectivity in Change Modeling of Streaming Itemsets.- A Grid-Based Clustering Algorithm for High-Dimensional Data Streams.