Advanced Data Mining and Applications

Data Mining.- A New Improved Apriori Algorithm Based on Compression Matrix.- FHN: Efficient Mining of High-Utility Itemsets with Negative Unit Profits.- Novel Concise Representations of High Utility Itemsets Using Generator Patterns.- Incrementally Updating High-Utility Itemsets with Transaction Insertion.- Mining Frequent Closed Sequential Patterns with Non-user-defined Gap Constraints.- High Utility Episode Mining Made Practical and Fast.- Social Network and Social Media.- Community Dynamics: Event and Role Analysis in Social Network Analysis.- Local Community Extraction for Non-overlapping and Overlapping Community Detection.- Discovery of Tampered Image with Robust Hashing.- TweeProfiles: Detection of Spatio-temporal Patterns on Twitter.- Real-Time Event Detection Based on Geo Extraction and Temporal Analysis.- An Automatic Unsupervised Method Based on Context-Sensitive Spectral Angle Mapper for Change Detection of Remote Sensing Images.- Recommend System.- A Personalized Travel System Based on Crowdsourcing Model.- Difference Factor' KNN Collaborative Filtering Recommendation Algorithm.- A Reputation-Enhanced Recommender System.- An Empirical Methodology to Analyze the Behavior of Bagging.- Context-Aware Recommendation Using GPU Based Parallel Tensor Decomposition.- Location-Based Recommendation Using Incremental Tensor Factorization Model.- Database Mining Continuous Activity Patterns from Animal Trajectory Data.- Personalized Privacy Protection for Transactional Data.- A Hybrid Algorithm for Privacy Preserving Social Network Publication.- Achieving Absolute Privacy Preservation in Continuous Query Road Network Services.- A C-DBSCAN Algorithm for Determining Bus-Stop Locations Based on Taxi GPS Data.- A Secure and Efficient Privacy-Preserving Attribute Matchmaking Protocol in Proximity-Based Mobile Social Networks.- Dimensionality Reduction.- A New Filter Approach Based on Generalized Data Field.- A Stable Instance Based Filter for Feature Selection in Small Sample Size Data Sets.- Multi-label Feature Selection via Information Gain.- Efficient kNN Algorithm Based on Graph Sparse Reconstruction.- On Dynamic Selection of Subspace for Random Forest.- Dimensionally Reduction: An Experimental Study.- Advance Machine Learning Techniques.- Efficient Deep Learning Algorithm with Accelerating Inference Strategy.- Multi-angle Evaluations of Test Cases Based on Dynamic Analysis.- An Interest-Based Clustering Method for Web Information Visualization.- A Serial Sample Selection Framework for Active Learning.- Map Matching for Taxi GPS Data with Extreme Learning Machine.- A Segment-Wise Method for Pseudo Periodic Time Series Prediction.- Classification.- Constructing Decision Trees for Unstructured Data.- Attack Type Prediction Using Hybrid Classifier.- kNN Algorithm with Data-Driven k Value.- Topology Potential-Based Parameter Selecting for Support Vector Machine.- Active Multi-label Learning with Optimal Label Subset Selection.- Merging Decision Trees: A Case Study in Predicting Student Performance.- Big Data and Applications.- Faster MaxScore Query Processing with Essential List Skipping.- Selecting Representative Objects from Large Database by Using K-Skyband and Top-k Dominating Queries in MapReduce Environment.- Towards Positive Unlabeled Learning for Parallel Data Mining: A Random Forest Framework.- Program Verification by Reachability Searching over Dynamic Call Tree.- CinHBa: A Secondary Index with Hotscore Caching Policy on Key-Value Data Store.- Towards Ontology-Enhanced Cloud Services Discovery.- Clustering Methods.- A Huffman Tree-Based Algorithm for Clustering Documents. -Improved Spectral Clustering Algorithm Based on Similarity Measure.- A Partition Clustering Algorithm for Transaction Database Based on FCM.- Machine Learning.- Discernibility Matrix Enriching and Boolean-And Algorithm for Attributes Reduction.- Smart Partitioning for Product DSM Model Based on Improved Genetic Algorithm.- A New Method for Image Understanding and Retrieval Using Text-Mined Knowledge.- A Web Table Extraction Method Based on Structure and Ontology.- Data Mining and Database.- Block Nested Join and Sort Merge Join Algorithms: An Empirical Evaluation.- The Design of Power Security System in Smart Home Based on the Stream Data Mining.- Agent-Based Privacy Aware Feedback System.