Artificial Intelligence: Methodology, Systems, and Applications

1. Machine Learning

   1. A Study on the Utility of Parametric Uniform Crossover for Adaptation of Crossover Operator

      • Farhad Nadi, Ahamad Tajudin Khader

      Pages 178-183

   2. Decomposition, Merging, and Refinement Approach to Boost Inductive Logic Programming Algorithms

      • Andrej Chovanec, Roman Barták

      Pages 184-194

   3. Learning Teamwork Behaviors Approach: Learning by Observation Meets Case-Based Planning

      • Banafsheh Rekabdar, Bita Shadgar, Alireza Osareh

      Pages 195-201

   4. Evolutionary Approach to Multiobjective Optimization of Portfolios That Reflect the Behaviour of Investment Funds

      • Krzysztof Michalak, Patryk Filipiak, Piotr Lipiński

      Pages 202-211

   5. Recurrent Neural Identification and an I-Term Direct Adaptive Control of Nonlinear Oscillatory Plant

      • Ieroham Baruch, Sergio M. Hernandez, Jacob Moreno-Cruz, Elena Gortcheva

      Pages 212-222

   6. Towards Automatic Structure Analysis of Digital Musical Content

      • Adrian Simion, Ștefan Trăușan-Matu

      Pages 223-229

2. Planning and Agents

   1. Methodology for a New Agent Architecture Based on the MVC Pattern

      • Yassine Gangat, Denis Payet, Rémy Courdier

      Pages 230-239

   2. An Improved Method of Action Recognition Based on Sparse Spatio-temporal Features

      • Junwei Zhu, Jin Qi, Xiangbin Kong

      Pages 240-245

   3. Echelon Platoon Organisation: A Distributed Approach Based on 2-Spring Virtual Links

      • Madeleine El Zaher, Jean-Michel Contet, Franck Gechter, Abderrafiaa Koukam

      Pages 246-255

   4. Multi-agent Task Division Learning in Hide-and-Seek Games

      • Mohamed K. Gunady, Walid Gomaa, Ikuo Takeuchi

      Pages 256-265

   5. Modeling Actions Based on a Situative Space Model for Recognizing Human Activities

      • Juan Carlos Nieves, Dipak Surie, Helena Lindgren

      Pages 266-275

   6. Management of Urban Parking: An Agent-Based Approach

      • Nesrine Bessghaier, Mahdi Zargayouna, Flavien Balbo

      Pages 276-285

   7. Modeling Smart Home Using the Paradigm of Nets within Nets

      • Yacine Kissoum, Ramdane Maamri, Zaidi Sahnoun

      Pages 286-295

3. Search

   1. A Formal Model for Constructing Semantic Expansions of the Search Requests about the Achievements and Failures

      • Vladimir A. Fomichov, Anton V. Kirillov

      Pages 296-304

   2. Parallel CHC Algorithm for Solving Dynamic Traveling Salesman Problem Using Many-Core GPU

      • Patryk Filipiak, Piotr Lipiński

      Pages 305-314

4. Computer Vision

   1. Modelling and Recognition of Signed Expressions Using Subunits Obtained by Data–Driven Approach

      • Mariusz Oszust, Marian Wysocki

      Pages 315-324

   2. Biometrics from Gait Using Feature Value Method

      • Tianxiang Zhang, Gentiane Venture

      Pages 325-333

5. Back Matter

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This book constitutes the refereed proceedings of the 15th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 2012, held in Varna, Bulgaria in September 2012.
The 36 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on natural language processing, social networks, knowledge representation and reasoning, machine learning, planning and agents, search, and computer vision.

• algorithms
• information extraction
• modeling
• semantic Web
• social Web

• School of Computer Science, University of Manchester, Manchester, UK

  Allan Ramsay

• Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, Sofia, Bulgaria

  Gennady Agre

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