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Recent Advances in Information and Communication Technology 2018

Proceedings of the 14th International Conference on Computing and Information Technology (IC2IT 2018)

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Herwig Unger

    1. LG Kommunikationsnetze, Fern Universität in Hagen, Hagen, Germany

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  2. Sunantha Sodsee

    1. Faculty of Information Technology, King Mongkut’s University of Technology North Bangkok, Bangkok, Thailand

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  3. Phayung Meesad

    1. Faculty of Information Technology, King Mongkut’s University of Technology North Bangkok, Bangkok, Thailand

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  • Presents recent advances in Information and Communication Technology
  • Includes proceedings of the 14th International Conference on Computing and Information Technology (IC2IT 2018) held in Chiang Mai, Thailand on July 5–6, 2018
  • Written by leading experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 769)

Included in the following conference series:

Conference proceedings info: IC2IT 2018.

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Table of contents (33 papers)

  1. Front Matter

    Pages i-xiv
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  2. Data Mining

    1. Front Matter

      Pages 1-1
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    2. Combining Multiple Features for Product Categorisation by Multiple Kernel Learning

      • Chanawee Chavaltada, Kitsuchart Pasupa, David R. Hardoon
      Pages 3-12

    3. ARMFEG: Association Rule Mining by Frequency-Edge-Graph for Rare Items

      • Pramool Suksakaophong, Phayung Meesad, Herwig Unger
      Pages 13-22

    4. Hybrid Filtering Approach for Linked Open Data Exploration Applied to a Scholar Object Linking System

      • Siraya Sitthisarn, Nariman Virasith
      Pages 23-32

    5. Sugarcane Yield Grade Prediction Using Random Forest with Forward Feature Selection and Hyper-parameter Tuning

      • Phusanisa Charoen-Ung, Pradit Mittrapiyanuruk
      Pages 33-42

    6. The Efficacy of Using Virtual Reality for Job Interviews and Its Effects on Mitigating Discrimination

      • Rico A. Beti, Faris Al-Khatib, David M. Cook
      Pages 43-52

  3. Natural Language Processing

    1. Front Matter

      Pages 53-53
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    2. Short Text Topic Model with Word Embeddings and Context Information

      • Xianchao Zhang, Ran Feng, Wenxin Liang
      Pages 55-64

    3. Temporal Analysis of Twitter Response and Performance Evaluation of Twitter Channels Using Capacitor Charging Model

      • Sirisup Laohakiat, Photchanan Ratanajaipan, Krissada Chalermsook, Leenhapat Navaravong, Rachanee Ungrangsi, Aekavute Sujarae et al.
      Pages 65-74

    4. On Evolving Text Centroids

      • Herwig Unger, Mario Kubek
      Pages 75-82

    5. Thai Word Safe Segmentation with Bounding Extension for Data Indexing in Search Engine

      • Achariya Klahan, Sukunya Pannoi, Prapeepat Uewichitrapochana, Rungrat Wiangsripanawan
      Pages 83-92

    6. Robust Kurtosis Projection Approach for Mangrove Classification

      • Dyah E. Herwindiati, Janson Hendryli, Sidik Mulyono
      Pages 93-103

  4. Machine Learning

    1. Front Matter

      Pages 105-105
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    2. Diabetes Classification with Fuzzy Genetic Algorithm

      • Wissanu Thungrut, Naruemon Wattanapongsakorn
      Pages 107-114

    3. Decision Fusion Using Fuzzy Dempster-Shafer Theory

      • Somnuek Surathong, Sansanee Auephanwiriyakul, Nipon Theera-Umpon
      Pages 115-125

    4. Enhanced Manhattan-Based Clustering Using Fuzzy C-Means Algorithm

      • Joven A. Tolentino, Bobby D. Gerardo, Ruji P. Medina
      Pages 126-134

    5. The Cooperation of Candidate Solutions Vortex Search for Numerical Function Optimization

      • Wirote Apinantanakon, Siriporn Pattanakitsiri, Pochra Uttamaphant
      Pages 135-144

    6. Integrating Multi-agent System, Geographic Information System, and Reinforcement Learning to Simulate and Optimize Traffic Signal Control

      • Hoang Van Dong, Bach Quoc Khanh, Nguyen Tran Lich, Nguyen Thi Ngoc Anh
      Pages 145-154

  5. Image Processing

    1. Front Matter

      Pages 155-155
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Other volumes

  1. Recent Advances in Information and Communication Technology 2018

Keywords

About this book

This book contains the research contributions presented at the 14th International Conference on Computing and Information Technology (IC2IT 2018) organised by King Mongkut’s University of Technology North Bangkok and its partners, and held in the northern Thai city of Chiang Mai in July 2018. Traditionally, IC2IT 2018 provides a forum for exchange on the state of the art and on expected future developments in its field. Correspondingly, this book contains chapters on topics in data mining, machine learning, natural language processing, image processing, networks and security, software engineering and information technology. With them, the editors want to foster inspiring discussions among colleagues, not only during the conference. It is also intended to contribute to a deeper understanding of the underlying problems as needed to solve them in complex environments and, beneficial for this purpose, to encourage interdisciplinary cooperation.


Editors and Affiliations

  • LG Kommunikationsnetze, Fern Universität in Hagen, Hagen, Germany

    Herwig Unger

  • Faculty of Information Technology, King Mongkut’s University of Technology North Bangkok, Bangkok, Thailand

    Sunantha Sodsee, Phayung Meesad

Bibliographic Information

  • Book Title: Recent Advances in Information and Communication Technology 2018

  • Book Subtitle: Proceedings of the 14th International Conference on Computing and Information Technology (IC2IT 2018)

  • Editors: Herwig Unger, Sunantha Sodsee, Phayung Meesad

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-93692-5

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: Springer International Publishing AG, part of Springer Nature 2019

  • Softcover ISBN: 978-3-319-93691-8Published: 27 June 2018

  • eBook ISBN: 978-3-319-93692-5Published: 26 June 2018

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XIV, 348

  • Number of Illustrations: 142 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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