Foundations and Applications of Intelligent Systems [electronic resource] : Proceedings of the Seventh International Conference on Intelligent Systems and Knowledge Engineering, Beijing, China, Dec 2012 (ISKE 2012) /
International Conference on Intelligent Systems and Knowledge Engineering(7th :2012 :Beijing, China)
Sun, Fuchun.editor.
Li, Tianrui.editor.
Li, Hongbo.editor.
These proceedings present technical papers selected from the 2012 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2012), held on December 15-17 in Beijing. The aim of this conference is to bring together experts from different fields of expertise to discuss the state-of-the-art in Intelligent Systems and Knowledge Engineering, and to present new findings and perspectives on future developments. The proceedings introduce current scientific and technical advances in the fields of artificial intelligence, machine learning, pattern recognition, data mining, knowledge engineering, information retrieval, information theory, knowledge-based systems, knowledge representation and reasoning, multi-agent systems, and natural-language processing, etc. Furthermore they include papers on new intelligent computing paradigms, which combine new computing methodologies, e.g., cloud computing, service computing and pervasive computing with traditional intelligent methods. By presenting new methodologies and practices, the proceedings will benefit both researchers and practitioners who want to utilize intelligent methods in their specific fields.   Dr. Fuchun Sun is a professor at the Department of Computer Science & Technology, Tsinghua University, China. Dr. Tianrui Li is a professor at the School of Information Science & Technology, Southwest Jiaotong University, Chengdu, China. Dr. Hongbo Li also works at the Department of Computer Science & Technology, Tsinghua University, China.
Description based upon print version of record.
Preface; Organizing Committee; Sponsors; Contents; 1 The Incremental Updating Method for Core Computing Based on Information Entropy in Set-Valued Ordered Information Systems; Abstract; 1...Introduction; 2...Preliminaries; 2.1 Set-Valued Ordered Information Systems; 2.2 The Attribute Core in SOIS from the Information View; 3...Principles for Incrementally Updating Core in SOIS Based on Information Entropy; 3.1 Insertion of a New Object; 3.2 Deletion of an Object; 4...A Illustrate Example; 5...Conclusion; Acknowledgments; References; 2 An Algebraic Analysis for Binary Intuitionistic L-Fuzzy Relations
Abstract1...Introduction; 2...Preliminaries; 3...The Arithmetical Properties of {\mathfrak{ILFR}} (U \times U); 4...Conclusion; Acknowledgments; References; 3 An Improved Classification Method Based on Random Forest for Medical Image; Abstract; 1...Introduction; 2...Medical Image Preprocessing; 3...Improved Classification Algorithm Based on Random Forest; 3.1 The Evaluation of Random Forest; 3.2 The ROC Curve Performance Regions; 3.3 The Bounds of ROC; 3.4 The Procession of IRFA; 4...Experiment and Analysis; 5...Conclusion; Acknowledgments; References
4 IdeaGraph: Turning Data into Human Insights for Collective IntelligenceAbstract; 1...Introduction; 2...A Review of KeyGraph Algorithm; 3...The Limitation of KeyGraph; 4...IdeaGraph: A New Algorithm to Obtain Improved Insights; 5...Experimental Evaluation; 5.1 Experimental Design; 5.2 Results' Evaluation; 6...Conclusion; Acknowledgments; References; 5 A General Hierarchy-Set-Based Indoor Location Modeling Approach; Abstract; 1...Introduction; 2...Overview of Location Modeling; 2.1 Location-Based Services; 2.2 Position Query; 2.3 Nearest Service Query; 2.4 Navigation Query; 2.5 Range Query
2.6 Location Semantics2.7 Topology Relation Semantics; 2.8 Distance Semantics; 2.9 Existing Location Modeling Approach; 3...Combined Hierarchy-Set Model for Indoor Locations; 3.1 Building Hierarchy Tree Model of Location; 3.2 Distance Identification Between Indoor Locations; 3.3 Set-Based Model; 3.4 A Path Planning Algorithm; 4...A Complete Example: Modeling an Indoor School Hospital; 5...Conclusion and Future Work; References; 6 Acquisition of Class Attributes Based on Chinese Online Encyclopedia and Association Rule Mining; Abstract; 1Introduction; 2Background; 3Class Attributes Extraction Method
3.1 Process of Class Attribute Extraction3.2 Frequent Patterns Mining; 3.3 Association Analysis; 3.4 Extraction of Candidate Attribute Words; 3.5 Acquisition of Uniform Attribute Names; 4Experimental Results; 4.1 Data Set; 4.2 Experiment on Extraction of Patterns; 4.3 Experiment on Association Analysis; 4.4 Experiment on Acquisition of Uniform Attribute Names; 5Conclusion; Acknowledgments; A.x(118). Appendix: Number of Extracted Attributes and Examples of Attributes Over Target Classes; References; 7 A Delivery Time Computational Model for Pervasive Computing in Satellite Networks; Abstract
1...Introduction
Includes bibliographical references.
These proceedings present technical papers selected from the 2012 International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2012), held on December 15-17 in Beijing. The aim of this conference is to bring together experts from different fields of expertise to discuss the state-of-the-art in Intelligent Systems and Knowledge Engineering, and to present new findings and perspectives on future developments. The proceedings introduce current scientific and technical advances in the fields of artificial intelligence, machine learning, pattern recognition, data mining, knowledge engineering, information retrieval, information theory, knowledge-based systems, knowledge representation and reasoning, multi-agent systems, and natural-language processing, etc. Furthermore they include papers on new intelligent computing paradigms, which combine new computing methodologies, e.g., cloud computing, service computing and pervasive computing with traditional intelligent methods. By presenting new methodologies and practices, the proceedings will benefit both researchers and practitioners who want to utilize intelligent methods in their specific fields.   Dr. Fuchun Sun is a professor at the Department of Computer Science & Technology, Tsinghua University, China. Dr. Tianrui Li is a professor at the School of Information Science & Technology, Southwest Jiaotong University, Chengdu, China. Dr. Hongbo Li also works at the Department of Computer Science & Technology, Tsinghua University, China.
Computational intelligence.
Data mining.
Artificial intelligence.
Signal processing.
Image processing.
Speech processing systems.
Application software.
Information storage and retrieval.
Computational Intelligence.
Data Mining and Knowledge Discovery.
Artificial Intelligence.
Signal, Image and Speech Processing.
Information Systems Applications (incl. Internet).
Information Storage and Retrieval.

Advances in Intelligent Systems and Computing