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Advanced Data Mining and Applications : 10th International Conference, ADMA 2014, Guilin, China, December 19-21, 2014. Proceedings

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Cover of 'Advanced Data Mining and Applications : 10th International Conference, ADMA 2014, Guilin, China, December 19-21, 2014. Proceedings'

Table of Contents

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    Book Overview
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    Chapter 1 A New Improved Apriori Algorithm Based on Compression Matrix
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    Chapter 2 FHN: Efficient Mining of High-Utility Itemsets with Negative Unit Profits
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    Chapter 3 Novel Concise Representations of High Utility Itemsets Using Generator Patterns
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    Chapter 4 Incrementally Updating High-Utility Itemsets with Transaction Insertion
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    Chapter 5 Mining Frequent Closed Sequential Patterns with Non-user-defined Gap Constraints
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    Chapter 6 High Utility Episode Mining Made Practical and Fast
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    Chapter 7 Community Dynamics: Event and Role Analysis in Social Network Analysis
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    Chapter 8 Local Community Extraction for Non-overlapping and Overlapping Community Detection
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    Chapter 9 Discovery of Tampered Image with Robust Hashing
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    Chapter 10 TweeProfiles: Detection of Spatio-temporal Patterns on Twitter
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    Chapter 11 Real-Time Event Detection Based on Geo Extraction and Temporal Analysis
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    Chapter 12 An Automatic Unsupervised Method Based on Context-Sensitive Spectral Angle Mapper for Change Detection of Remote Sensing Images
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    Chapter 13 A Personalized Travel System Based on Crowdsourcing Model
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    Chapter 14 Difference Factor’ KNN Collaborative Filtering Recommendation Algorithm
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    Chapter 15 Advanced Data Mining and Applications
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    Chapter 16 An Empirical Methodology to Analyze the Behavior of Bagging
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    Chapter 17 Context-Aware Recommendation Using GPU Based Parallel Tensor Decomposition
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    Chapter 18 Location-Based Recommendation Using Incremental Tensor Factorization Model
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    Chapter 19 Advanced Data Mining and Applications
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    Chapter 20 Personalized Privacy Protection for Transactional Data
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    Chapter 21 A Hybrid Algorithm for Privacy Preserving Social Network Publication
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    Chapter 22 Achieving Absolute Privacy Preservation in Continuous Query Road Network Services
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    Chapter 23 A C-DBSCAN Algorithm for Determining Bus-Stop Locations Based on Taxi GPS Data
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    Chapter 24 A Secure and Efficient Privacy-Preserving Attribute Matchmaking Protocol in Proximity-Based Mobile Social Networks
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    Chapter 25 A New Filter Approach Based on Generalized Data Field
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    Chapter 26 A Stable Instance Based Filter for Feature Selection in Small Sample Size Data Sets
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    Chapter 27 Multi-label Feature Selection via Information Gain
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    Chapter 28 Efficient kNN Algorithm Based on Graph Sparse Reconstruction
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    Chapter 29 On Dynamic Selection of Subspace for Random Forest
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    Chapter 30 Dimensionally Reduction: An Experimental Study
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    Chapter 31 Efficient Deep Learning Algorithm with Accelerating Inference Strategy
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    Chapter 32 Multi-angle Evaluations of Test Cases Based on Dynamic Analysis
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    Chapter 33 An Interest-Based Clustering Method for Web Information Visualization
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    Chapter 34 A Serial Sample Selection Framework for Active Learning
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    Chapter 35 Map Matching for Taxi GPS Data with Extreme Learning Machine
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    Chapter 36 A Segment-Wise Method for Pseudo Periodic Time Series Prediction
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    Chapter 37 Constructing Decision Trees for Unstructured Data
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    Chapter 38 Attack Type Prediction Using Hybrid Classifier
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    Chapter 39 kNN Algorithm with Data-Driven k Value
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    Chapter 40 Topology Potential-Based Parameter Selecting for Support Vector Machine
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    Chapter 41 Active Multi-label Learning with Optimal Label Subset Selection
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    Chapter 42 Merging Decision Trees: A Case Study in Predicting Student Performance
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    Chapter 43 Faster MaxScore Query Processing with Essential List Skipping
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    Chapter 44 Selecting Representative Objects from Large Database by Using K-Skyband and Top-k Dominating Queries in MapReduce Environment
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    Chapter 45 Towards Positive Unlabeled Learning for Parallel Data Mining: A Random Forest Framework
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    Chapter 46 Program Verification by Reachability Searching over Dynamic Call Tree
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    Chapter 47 CinHBa: A Secondary Index with Hotscore Caching Policy on Key-Value Data Store
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    Chapter 48 Towards Ontology-Enhanced Cloud Services Discovery
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    Chapter 49 A Huffman Tree-Based Algorithm for Clustering Documents
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    Chapter 50 Improved Spectral Clustering Algorithm Based on Similarity Measure
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    Chapter 51 A Partition Clustering Algorithm for Transaction Database Based on FCM
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    Chapter 52 Discernibility Matrix Enriching and Boolean-And Algorithm for Attributes Reduction
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    Chapter 53 Smart Partitioning for Product DSM Model Based on Improved Genetic Algorithm
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    Chapter 54 A New Method for Image Understanding and Retrieval Using Text-Mined Knowledge
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    Chapter 55 A Web Table Extraction Method Based on Structure and Ontology
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    Chapter 56 Block Nested Join and Sort Merge Join Algorithms: An Empirical Evaluation
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    Chapter 57 The Design of Power Security System in Smart Home Based on the Stream Data Mining
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    Chapter 58 Agent-Based Privacy Aware Feedback System
Overall attention for this book and its chapters
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Title
Advanced Data Mining and Applications : 10th International Conference, ADMA 2014, Guilin, China, December 19-21, 2014. Proceedings
Published by
Springer, Cham, January 2014
DOI 10.1007/978-3-319-14717-8
ISBNs
978-3-31-914716-1, 978-3-31-914717-8
Editors

Luo, Xudong, Li, Zhi, Yu, Jeffrey Xu

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The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 68 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 68 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 13 19%
Student > Bachelor 12 18%
Researcher 5 7%
Student > Ph. D. Student 5 7%
Other 2 3%
Other 6 9%
Unknown 25 37%
Readers by discipline Count As %
Computer Science 26 38%
Engineering 9 13%
Social Sciences 3 4%
Pharmacology, Toxicology and Pharmaceutical Science 1 1%
Chemical Engineering 1 1%
Other 4 6%
Unknown 24 35%