Foundations and Applications of Intelligent Systems, 1st Edition

  • Published By:
  • ISBN-10: 3642378293
  • ISBN-13: 9783642378294
  • DDC: 006.3
  • Grade Level Range: College Freshman - College Senior
  • 802 Pages | eBook
  • Original Copyright 2014 | Published/Released May 2014
  • This publication's content originally published in print form: 2014

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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.

Table of Contents

Front Cover.
Editorial Board.
Title Page.
Copyright Page.
Organizing Committee.
1: The Incremental Updating Method for Core Computing Based on Information Entropy in Set-Valued Ordered Information Systems.
2: An Algebraic Analysis for Binary Intuitionistic L-Fuzzy Relations.
3: An Improved Classification Method Based on Random Forest for Medical Image.
4: IdeaGraph: Turning Data into Human Insights for Collective Intelligence.
5: A General Hierarchy-Set-Based Indoor Location Modeling Approach.
6: Acquisition of Class Attributes Based on Chinese Online Encyclopedia and Association Rule Mining.
7: A Delivery Time Computational Model for Pervasive Computing in Satellite Networks.
8: How People Use Visual Landmarks for Locomotion Distance Estimation: The Case Study of Eye Tracking.
9: Prediction Analysis of the Railway Track State Based on PCA-RBF Neural Network.
10: A Two-Step Agglomerative Hierarchical Clustering Method for Patent Time-Dependent Data.
11: A Novel Modular Recurrent Wavelet Neural Network and Its Application to Nonlinear System Identification.
12: Automated Text Data Extraction Based on Unsupervised Small Sample Learning.
13: SLAM and Navigation of a Mobile Robot for Indoor Environments.
14: A Novel Approach for Computing Quality Map of Visual Information Fidelity Index.
15: A Simulation of Electromagnetic Compatibility QoS Model in Cognitive Radio Network.
16: Separating and Recognizing Gestural Strokes for Sketch-Based Interfaces.
17: Modeling and Performance Analysis of Workflow Based on Advanced Fuzzy Timing Petri Nets.
18: Price Discount Subsidy Contract for a Two-Echelon Supply Chain with Random Yield.
19: Reducing EMI in a PC Power Supply with Chaos Control.
20: Optimization of Plasma Fabric Surface Treatment by Modeling with Neural Networks.
21: Model-Driven Approach for the Development of Web Application System.
22: A Web UI Modeling Approach Supporting Model-Driven Software Development.
23: On the Possibilistic Handling of Priorities in Access Control Models.
24: Fractional Order Control for Hydraulic Turbine System Based on Nonlinear Model.
25: Fingerprint Orientation Estimation Based on Tri-Line Model.
26: Joint Rate and Power Allocation for Cognitive Radios Networks with Uncertain Channel Gains.
27: Link Prediction Based on Sequential Bayesian Updating in a Terrorist Network.
28: Comparison Between Predictive and Predictive Fuzzy Controller for the DC Motor via Network.
29: Trajectory Tracking Method for UAV Based on Intelligent Adaptive Control and Dynamic Inversion.
30: Evolutionary Game Analysis on Enterprise's Knowledge-Sharing in the Cooperative Networks.
31: An Ant Colony Algorithm for Two-Sided Assembly Line Balancing Problem Type-II.
32: Detection of Earnings Manipulation with Multiple Fuzzy Rules.
33: A New Unbalanced Linguistic Scale for the Classification of Olive Oil Based on the Fuzzy Linguistic Approach.
34: Algorithm to Find Ground Instances in Linguistic Truth-Valued Lattice-Valued First-Order Logic ℒV(n×2)F(X).
35: Estimating Online Review Helpfulness with Probabilistic Distribution and Confidence.
36: Probabilistic Attribute Mapping for Cold-Start Recommendation.
37: Measuring Landscapes Quality Using Fuzzy Logic and GIS.
38: Ship Dynamic Positioning Decoupling Control Based on ADRC.
39: Intelligent Double-Eccentric Disc Normal Adjustment Cell in Robotic Drilling.
40: A Method of Fuzzy Attribute Reduction Based on Covering Information System.
41: Sliding Mode-Like Fuzzy Logic Control with Boundary Layer Self-Tuning for Discrete Nonlinear Systems.
42: Design of Direct Adaptive Fuzzy Sliding Mode Control for Discrete Nonlinear System.
43: Application of Improved Particle Swarm Optimization-Neural Network in Long-Term Load Forecasting.
44: Routing Techniques Based on Swarm Intelligence.
45: Bayesian Regularization BP Neural Network Model for the Stock Price Prediction.
46: Adaptive Fuzzy Control for Wheeled Mobile Manipulators with Switching Joints.
47: Bundle Branch Blocks Classification Via ECG Using MLP Neural Networks.
48: Fuzzy Associative Classifier for Probabilistic Numerical Data.
49: Adaptive Boosting for Enhanced Vortex Visualization.
50: Applying Subgroup Discovery Based on Evolutionary Fuzzy Systems for Web Usage Mining in E-Commerce: A Case Study on
51: Distributed Data Distribution Mechanism in Social Network Based on Fuzzy Clustering.
52: Experimental Comparisons of Instances Set Reduction Algorithms.
53: Technologies for Domestic Recycling.
54: Caching Mechanism in Publish/Subscribe Network.
55: Vision-Based Environmental Perception and Navigation of Micro-Intelligent Vehicles.
56: Dynamic Surface Control of Hypersonic Aircraft with Parameter Estimation.
57: Nonlinear Optimal Control for Robot Manipulator Trajectory Tracking.
58: Impedance Identification and Adaptive Control of Rehabilitation Robot for Upper-Limb Passive Training.
59: Independent Component Analysis: Embedded LTSA.
60: Analysis and Improvement of Anonymous Authentication Protocol for Low-Cost RFID Systems.
61: Formation Control and Stability Analysis of Spacecraft: An Energy Concept–Based Approach.
62: An Intelligent Conflict Resolution Algorithm of Multiple Airplanes.
63: A Novel End-to-End Authentication Protocol for Satellite Mobile Communication Networks.
64: Current Status, Challenges and Outlook of E-health Record Systems in China.
65: Singularity Analysis of the Redundant Robot with the Structure of Three Consecutive Parallel Axes.
66: Statistical Analysis of Stock Index Return Rate Distribution in Shanghai and Shenzhen Stock Market.