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New Frontiers in Applied Artificial Intelligence

21st International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2008 Wroclaw, Poland, June 18-20, 2008, Proceedings

  • Conference proceedings
  • © 2008

Overview

Editors:
  1. Ngoc Thanh Nguyen
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  2. Leszek Borzemski
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  3. Adam Grzech
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  4. Moonis Ali
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 5027)

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

Included in the following conference series:

Conference proceedings info: IEA/AIE 2008.

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Table of contents (90 papers)

  1. Data Mining and KDS

    1. Recommending Software Artifacts from Repository Transactions

      • Joern David
      Pages 189-198

    2. Ranking Links on the Web: Search and Surf Engines

      • Jean-Louis Lassez, Ryan Rossi, Kumar Jeev
      Pages 199-208

    3. Cluster Analysis for Users’ Modeling in Intelligent E-Learning Systems

      • Danuta Zakrzewska
      Pages 209-214

  2. Neural Networks

    1. An Empirical Investigation of the Use of a Neural Network Committee for Identifying the Streptococcus Pneumoniae Growth Phases in Batch Cultivations

      • Antonio C. L. Horta, Teresa C. Zangirolami, Maria do Carmo Nicoletti, Luciana Montera, Talita S. Carmo, Viviane M. Gonçalves
      Pages 215-224

    2. Suboptimal Nonlinear Predictive Control with MIMO Neural Hammerstein Models

      • Maciej Ławryńczuk
      Pages 225-234

  3. Machine Learning

    1. Test Case Generation from QR Models

      • Harald Brandl, Franz Wotawa
      Pages 235-244

    2. Shape-Based Human Activity Recognition Using Independent Component Analysis and Hidden Markov Model

      • Md. Zia Uddin, J. J. Lee, T. -S. Kim
      Pages 245-254

    3. Potential Distribution Modelling Using Machine Learning

      • Ana C. Lorena, Marinez F. de Siqueira, Renato De Giovanni, André C. P. L. F. de Carvalho, Ronaldo C. Prati
      Pages 255-264

    4. A Cluster-Based Classification Approach to Semantic Role Labeling

      • Necati E. Ozgencil, Nancy McCracken, Kishan Mehrotra
      Pages 265-275

    5. Data Reduction Algorithm for Machine Learning and Data Mining

      • Ireneusz Czarnowski, Piotr Jȩdrzejowicz
      Pages 276-285

  4. Natural Language Processing

    1. A New Word Clustering Method for Building N-Gram Language Models in Continuous Speech Recognition Systems

      • Mohammad Bahrani, Hossein Sameti, Nazila Hafezi, Saeedeh Momtazi
      Pages 286-293

    2. Integrating Topic Estimation and Dialogue History for Domain Selection in Multi-domain Spoken Dialogue Systems

      • Satoshi Ikeda, Kazunori Komatani, Tetsuya Ogata, Hiroshi G. Okuno
      Pages 294-304

    3. The Effect of Emotional Speech on a Smart-Home Application

      • Theodoros Kostoulas, Iosif Mporas, Todor Ganchev, Nikos Fakotakis
      Pages 305-310

  5. Internet Application and Education

    1. Another Face of Search Engine: Web Search API’s

      • Harshit Kumar, Sanggil Kang
      Pages 311-320

    2. The Consistency and Conformance of Web Document Collection Based on Heterogeneous DAC Graph

      • Marek Kopel, Aleksander Zgrzywa
      Pages 321-330

    3. Pedagogical Protocols Selection Automatic Assistance

      • Paola Britos, Zulma Cataldi, Enrique Sierra, Ramón García-Martínez
      Pages 331-336

  6. Heuristic Search

    1. Lagrangian-Based Solution Approaches for a Resource-Constrained Parallel Machine Scheduling Problem with Machine Eligibility Restrictions

      • Emrah B. Edis, Ceyhun Araz, Irem Ozkarahan
      Pages 337-346

    2. A Hierarchy of Twofold Resource Allocation Automata Supporting Optimal Web Polling

      • Ole-Christoffer Granmo, B. John Oommen
      Pages 347-358

    3. A Heuristic Search for Optimal Parameter Values of Three Biokinetic Growth Models for Describing Batch Cultivations of Streptococcus Pneumoniae in Bioreactors

      • Luciana Montera, Antonio C. L. Horta, Teresa C. Zangirolami, Maria do Carmo Nicoletti, Talita S. Carmo, Viviane M. Gonçalves
      Pages 359-368

    4. Efficient Handling of Relational Database Combinatorial Queries Using CSPs

      • Malek Mouhoub, Chang Feng
      Pages 369-378
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About this book

The 21st International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (IEA-AIE 2008) held in Wroclaw, Poland was an international scientific forum for researchers in the field of applied artificial intelligence. The presentations of the invited speakers and the authors focused on developing and employing methods and systems to solve real-life problems in all applied intelligence areas. The IEA-AIE conference series, chaired by Moonis Ali, has a very long tradition, and it is the first time it was hosted in Poland. We received 302 papers from 52 countries. Each paper was sent to at least three Program Committee members for review. Although the general quality of the submissions was very high, only 90 best papers were selected for oral presentation and publication in the LNAI proceedings. The papers in the proceedings cover the following topics: computer vision, fuzzy system applications, robot, manufacturing, data mining and knowledge discovery, neural network, machine learning, natural language processing, Internet application, e-learning, heuristic search, application systems, agent-based system, evolutionary and genetic algorithms, knowledge management, and other applications. These papers highlight new trends and frontiers of applied artificial intelligence and show how new research could lead to new and innovative applications. We hope you will find these works useful and inspiring for your own research. We would like to express our sincere thanks to the Program Committee members and all the reviewers for their hard work, which helped us to select the highest quality papers for the conference.

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