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Advanced Research in Applied Artificial Intelligence

25th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2012, Dalian, China, June 9-12, 2012, Proceedings

  • Conference proceedings
  • © 2012

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Editors:
  1. He Jiang

    1. School of Software, Dalian University of Technology, Dalian, China

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  2. Wei Ding

    1. Department of Computer Science, University of Massachusetts Boston, Boston,, USA

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  3. Moonis Ali

    1. Department of Computer Science, Texas State University San Marcos, San Marcos, USA

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  4. Xindong Wu

    1. Department of Computer Science, University of Vermont, Burlington, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7345)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: IEA/AIE 2012.

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Table of contents (82 papers)

  1. Front Matter

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  2. Section 1: Machine Learning Methods

    1. Automatic Detailed Localization of Facial Features

      • Qing He, Ye Duan, Danyang Zhang
      Pages 1-9

    2. Confidence-Based Incremental Classification for Objects with Limited Attributes in Vertical Search

      • Ozer Ozdikis, Pinar Senkul, Siyamed Sinir
      Pages 10-19

    3. Algorithms for Detecting Outliers via Clustering and Ranks

      • Huaming Huang, Kishan Mehrotra, Chilukuri K. Mohan
      Pages 20-29

    4. Grouping Co-occurrence Filtering Based on Bayesian Filtering

      • Takuya Yoshimura, Yutaro Fujii, Takayuki Ito
      Pages 30-39

    5. Model Fusion-Based Batch Learning with Application to Oil Spills Detection

      • Chunsheng Yang, Yubin Yang, Jie Liu
      Pages 40-47

    6. Efficient Determination of Binary Non-negative Vector Neighbors with Regard to Cosine Similarity

      • Marzena Kryszkiewicz
      Pages 48-57

    7. Automatic Chord Recognition Based on Probabilistic Integration of Acoustic Features, Bass Sounds, and Chord Transition

      • Katsutoshi Itoyama, Tetsuya Ogata, Hiroshi G. Okuno
      Pages 58-67

  3. Section 2: Cyber-Physical System for Intelligent Transportation Applications

    1. A Real-Time Transportation Prediction System

      • Haiguang Li, Zhao Li, Robert T. White, Xindong Wu
      Pages 68-77

    2. Several Remarks on Mining Frequent Trajectories in Graphs

      • Henry Z. Lo, Dan A. Simovici, Wei Ding
      Pages 78-87

    3. Cyber-Physical Integration to Connect Vehicles for Transformed Transportation Safety and Efficiency

      • Daiheng Ni, Hong Liu, Wei Ding, Yuanchang Xie, Honggang Wang, Hossein Pishro-Nik et al.
      Pages 88-94

    4. Multi-modal Remote Sensing System for Transportation Infrastructure Inspection and Monitoring

      • Tzu-Yang Yu, Christopher Niezrecki, Farhad Ansari
      Pages 95-103

  4. Section 3: AI Applications

    1. Operational Support in Fish Farming through Case-Based Reasoning

      • Axel Tidemann, Finn Olav Bjørnson, Agnar Aamodt
      Pages 104-113

    2. CPMD: A Matlab Toolbox for Change Point and Constrained Motif Discovery

      • Yasser Mohammad, Yoshimasa Ohmoto, Toyoaki Nishida
      Pages 114-123

    3. Time Invariant Gesture Recognition by Modelling Body Posture Space

      • Binu M. Nair, Vijayan K. Asari
      Pages 124-133

    4. Go beyond the SCOPE: A Temporal Situation Calculus-Based Software Tool for Time Petri Nets

      • Xing Tan
      Pages 134-143

    5. An Algorithm of Channel Assignment of MAC Layer in Ad Hoc Network Based on Dynamic Game with Perfect and Complete Information

      • Xiaochen Lai, Quanli Liu, Wei Wang, Likun Li, Simin Lu, Di Wu
      Pages 144-155

    6. A Semantic Approach for Question Analysis

      • Dai Quoc Nguyen, Dat Quoc Nguyen, Son Bao Pham
      Pages 156-165

  5. Section 4: Evolutionary Algorithms, Combinatorial Optimization

    1. Solving Periodic Event Scheduling Problems with SAT

      • Peter Großmann, Steffen Hölldobler, Norbert Manthey, Karl Nachtigall, Jens Opitz, Peter Steinke
      Pages 166-175

    2. Improving the Performance of Constructive Multi-Start Search Using Record-Keeping

      • Dan E. Tamir, Charles R. King, Mark McKenney
      Pages 176-186
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  1. Advanced Research in Applied Artificial Intelligence

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About this book

This volume constitutes the thoroughly refereed conference proceedings of the 25th International Conference on Industrial Engineering and Other Applications of Applied Intelligend Systems, IEA/AIE 2012, held in Dalian, China, in June 2012. The total of 82 papers selected for the proceedings were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on machine learning methods; cyber-physical system for intelligent transportation applications; AI applications; evolutionary algorithms, combinatorial optimization; modeling and support of cognitive and affective human processes; natural language processing and its applications; social network and its applications; mission-critical applications and case studies of intelligent systems; AI methods; sentiment analysis for asian languages; aspects on cognitive computing and intelligent interaction; spatio-temporal datamining, structured learning and their applications; decision making and knowledge based systems; pattern recognition; agent based systems; decision making techniques and innovative knowledge management; machine learning applications.

Editors and Affiliations

  • School of Software, Dalian University of Technology, Dalian, China

    He Jiang

  • Department of Computer Science, University of Massachusetts Boston, Boston,, USA

    Wei Ding

  • Department of Computer Science, Texas State University San Marcos, San Marcos, USA

    Moonis Ali

  • Department of Computer Science, University of Vermont, Burlington, USA

    Xindong Wu

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