Advanced Research in Applied Artificial Intelligence

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

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.

• P2P network
• Web mining
• analytic network process
• social network analysis
• verification
• algorithm analysis and problem complexity

• 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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