Knowledge Engineering and Management, 1st Edition

  • Published By:
  • ISBN-10: 3642378323
  • ISBN-13: 9783642378324
  • DDC: 006.3
  • Grade Level Range: College Freshman - College Senior
  • 720 Pages | eBook
  • Original Copyright 2014 | Published/Released June 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.
Sponsors Logo.
1: Function Set-Valued Information Systems.
2: Neutrality in Bipolar Structures.
3: Multirate Multisensor Data Fusion Algorithm for State Estimation with Cross-Correlated Noises.
4: Task Based System Load Balancing Approach in Cloud Environments.
5: Accurate Computation of Fingerprint Intrinsic Images with PDE-Based Regularization.
6: A Context Ontology Modeling and Uncertain Reasoning Approach Based on Certainty Factor for Context-Aware Computing.
7: Research on Mental Coefficient of a Multi-Agent Negotiation Model.
8: A Novel Radar Detection Approach Based on Hybrid Time-Frequency Analysis and Adaptive Threshold Selection.
9: A Signed Trust-Based Recommender Approach for Personalized Government-to-Business e-Services.
10: Aspects of Coordinating the Bidding Strategy in Concurrent One-to-Many Negotiation.
11: Relevance in Preference Structures.
12: Segregation and the Evolution of Cooperation.
13: Characteristic Analysis and Fast Inversion of Array Lateral-Logging Responses.
14: A Model of Selecting Expert in Sensory Evaluation.
15: Software Development Method Based on Structured Management of Code.
16: A Collaborative Filtering Recommender Approach by Investigating Interactions of Interest and Trust.
17: Probabilistic Composite Rough Set and Attribute Reduction.
18: AM-FM Signal Modulation Recognition Based on the Power Spectrum.
19: Model-Based Approach for Reporting System Development.
20: A Time Dependent Model via Non-Local Operator for Image Restoration.
21: CBM: Free, Automatic Malware Analysis Framework Using API Call Sequences.
22: Shop&Go: The Routing Problem Applied to the Shopping List on Smartphones.
23: A Node Importance Based Label Propagation Approach for Community Detection.
24: An Object-Oriented and Aspect-Oriented Task Management Toolkit on Mobile Device.
25: The Heuristic Methods of Dynamic Facility Layout Problem.
26: Attitude-Based Consensus Model for Heterogeneous Group Decision Making.
27: An Application of Soft Computing Techniques to Track Moving Objects in Video Sequences.
28: Key Technologies and Prospects of Individual Combat Exoskeleton.
29: Adapting Real-Time Path Planning to Threat Information Sharing.
30: A Femtocell Self-Configuration Deployment Scheme in Hierarchical Networks.
31: Programming Global and Local Sequence Alignment by Using R.
32: Reliability and Quality in the Area of Statistical Thinking in Engineering.
33: A Novel Fast Approach to Eye Location and Face Geometric Correction.
34: α-Generalized Lock Resolution with Deleting Strategies in ℒnF(X).
35: Multivariate Time Series Prediction Based on Multi-Output Support Vector Regression.
36: Classification Probability Estimation Based Multi-Class Image Retrieval.
37: A First Approach of a New Learning Strategy: Learning by Confirmation.
38: Quantitative Evaluation of Interictal High Frequency Oscillations in Scalp EEGs for Epileptogenic Region Localization.
39: Expert System of Ischemia Classification Based on Wavelet MLP.
40: Chinese Named Entity Recognition Using Improved Bi-gram Model Based on Dynamic Programming.
41: Improving Group Recommendations by Identifying Homogenous Subgroups.
42: Knowledge-Based Decision System for Sizing Grid-Connected Photovoltaic Arrays.
43: Feature-Based Matrix Factorization via Long- and Short-Term Interaction.
44: Lee's Theorem Extension for IVFRs Similarities.
45: Use of Idempotent Functions in the Aggregation of Different Filters for Noise Removal.
46: Benchmarking for Stability Evaluation of Computer Systems.
47: Relationships Between Average Depth and Number of Nodes for Decision Trees.
48: On The Use of LTSs to Analyze Software Product Line Products Composed of Features.
49: A Human Perception-Based Fashion Design Support System for Mass Customization.
50: An Approach of Knowledge Representation Based on LTV-LIA.
51: Designing a Client Application with Information Extraction for Mobile Phone Users.
52: Real-Time Road Detection Using Lidar Data.
53: Design and Analysis of a Two-Axis-Magnetic Bearing with Permanent Magnet Bias for Magnetically Suspended Reaction Wheel.
54: Vibration Control of a High-Speed Manipulator Using Input Shaper and Positive Position Feedback.
55: Recognition of Human Head Movement Trajectory Based on Three-Dimensional Somatosensory Technology.
56: Study on Wideband Array Processing Algorithms Based on Single Vector Hydrophone.
57: Kernel Principal Component Analysis-Based Method for Fault Diagnosis of SINS.
58: Design of Insulator Resistance Tester for Multi-Core Cables.
59: A Flight-Test Information Reasoning System Combining Textual CBR and RBR Approaches.
60: Vehicle Trajectory Collection Using On-Board Multi-Lidars for Driving Behavior Analysis.
61: A Further Discussion on Cores for Interval-Valued Cooperative Game.
62: Current Status, Challenges, and Outlook of E-Health Record Systems in Australia.
63: Information Fusion: Popular Approaches and Applications.
64: SSE Composite Index Prediction and Simulation System.
Erratum to: SSE Composite Index Prediction and Simulation System.