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Current Approaches in Applied Artificial Intelligence

28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2015, Seoul, South Korea, June 10-12, 2015, Proceedings

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Moonis Ali

    1. Texas State University, San Marcos, USA

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  2. Young Sig Kwon

    1. Dongguk University, Seoul, Korea, Republic of (South Korea)

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  3. Chang-Hwan Lee

    1. Dongguk University, Seoul, Korea, Republic of (South Korea)

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  4. Juntae Kim

    1. Dongguk University, Seoul, Korea, Republic of (South Korea)

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  5. Yongdai Kim

    1. Seoul National University, Seoul, Korea, Republic of (South Korea)

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9101)

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

Included in the following conference series:

Conference proceedings info: IEA/AIE 2015.

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Table of contents (72 papers)

  1. Knowledge Based Systems

    1. Ontology-Based Fuzzy-Syllogistic Reasoning

      • Mikhail Zarechnev, Bora İ Kumova
      Pages 179-188

  2. Optimization

    1. Front Matter

      Pages 189-189
      Download chapter PDF

    2. Stability in Biomarker Discovery: Does Ensemble Feature Selection Really Help?

      • Nicoletta Dessì, Barbara Pes
      Pages 191-200

    3. Integrating TCP-Nets and CSPs: The Constrained TCP-Net (CTCP-Net) Model

      • Shu Zhang, Malek Mouhoub, Samira Sadaoui
      Pages 201-211

    4. Multiobjective Optimization for the Stochastic Physical Search Problem

      • Jeffrey Hudack, Nathaniel Gemelli, Daniel Brown, Steven Loscalzo, Jae C. Oh
      Pages 212-221

    5. Towards Multilevel Ant Colony Optimisation for the Euclidean Symmetric Traveling Salesman Problem

      • Thomas Andre Lian, Marilex Rea Llave, Morten Goodwin, Noureddine Bouhmala
      Pages 222-231

    6. On the Relationships Between Sub Problems in the Hierarchical Optimization Framework

      • Marouene Chaieb, Jaber Jemai, Khaled Mellouli
      Pages 232-241

    7. Decomposability Conditions of Combinatorial Optimization Problems

      • Marouene Chaieb, Jaber Jemai, Khaled Mellouli
      Pages 242-251

    8. Learning Low Cost Multi-target Models by Enforcing Sparsity

      • Pekka Naula, Antti Airola, Tapio Salakoski, Tapio Pahikkala
      Pages 252-261

    9. Interactive Interface to Optimize Sound Source Localization with HARK

      • Osamu Sugiyama, Ryosuke Kojima, Kazuhiro Nakadai
      Pages 262-271

  3. Web and Social Networks

    1. Front Matter

      Pages 273-273
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    2. Retrieval of Highly Related Biomedical References by Key Passages of Citations

      • Rey-Long Liu
      Pages 275-284

    3. Summarization of Documents by Finding Key Sentences Based on Social Network Analysis

      • Su Gon Cho, Seoung Bum Kim
      Pages 285-292

    4. Dynamic Facet Hierarchy Constructing for Browsing Web Search Results Efficiently

      • Wei Chang, Jia-Ling Koh
      Pages 293-304

    5. Filtering Reviews by Random Individual Error

      • Michaela Geierhos, Frederik S. Bäumer, Sabine Schulze, Valentina Stuß
      Pages 305-315

    6. Building Browser Extension to Develop Website Personalization Based on Adaptive Hypermedia System

      • Hendry, Harestu Pramadharma, Rung-Ching Chen
      Pages 316-325

    7. Discovering Potential Victims Within Enterprise Network via Link Analysis Method

      • Yu-Ting Chiu, Shun-Te Liu, Hsiu-Chuan Huang, Kai-Fung Hong
      Pages 326-335

    8. A Simple and Efficient Algorithm for Lexicon Generation Inspired by Structural Balance Theory

      • Anis Yazidi, Aleksander Bai, Hugo Hammer, Paal Engelstad
      Pages 336-347

  4. Machine Learning

    1. Front Matter

      Pages 349-349
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    2. Heuristic Pretraining for Topic Models

      • Tomonari Masada, Atsuhiro Takasu
      Pages 351-360
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Other volumes

  1. Current Approaches in Applied Artificial Intelligence

Keywords

About this book

This book constitutes the refereed conference proceedings of the 28th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2015, held in Seoul, South Korea, in June 2015. The 73 revised full papers presented were carefully reviewed and selected from 105 submissions. The papers cover a wide range of topics in applied artificial intelligence including reasoning, robotics, cognitive modeling, machine learning, pattern recognition, optimization, text mining, social network analysis, and evolutionary algorithms. They are organized in the following topical sections: theoretical AI, knowledge-based systems, optimization, Web and social networks, machine learning, classification, unsupervised learning, vision, image and text processing, and intelligent systems applications.

Editors and Affiliations

  • Texas State University, San Marcos, USA

    Moonis Ali

  • Dongguk University, Seoul, Korea, Republic of (South Korea)

    Young Sig Kwon, Chang-Hwan Lee, Juntae Kim

  • Seoul National University, Seoul, Korea, Republic of (South Korea)

    Yongdai Kim

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