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Recent Advances in Information and Communication Technology 2019

Proceedings of the 15th International Conference on Computing and Information Technology (IC2IT 2019)

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Pongsarun Boonyopakorn

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

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  2. Phayung Meesad

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

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  3. Sunantha Sodsee

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

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  4. Herwig Unger

    1. LG Kommunikationsnetze, FernUniversität in Hagen, Hagen, Germany

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  • Presents recent research on computer recognition systems
  • Includes the proceedings of the 11th International Conference on Computer Recognition Systems (CORES 2019)
  • Discusses both methodological issues and various pattern-recognition application areas

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 936)

Included in the following conference series:

Conference proceedings info: IC2IT 2019.

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Table of contents (25 papers)

  1. Front Matter

    Pages i-xi
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  2. Data Mining

    1. Front Matter

      Pages 1-1
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    2. Dual Increment Shapelets: A Scalable Shapelet Discovery for Time Series Classification

      • Nattakit Vichit, Chotirat Ann Ratanamahatana
      Pages 3-14

    3. Analyzing and Visualizing Anomalies and Events in Time Series of Network Traffic

      • Qinpei Zhao, Yinjia Zhang, Yang Shi, Jiangfeng Li
      Pages 15-25

    4. The Grid-Based Spatial ARIMA Model: An Innovation for Short-Term Predictions of Ocean Current Patterns with Big HF Radar Data

      • Ratchanont Pongto, Nopparat Wiwattanaphon, Peerapon Lekpong, Siam Lawawirojwong, Siwapon Srisonphan, Kerk F. Kee et al.
      Pages 26-36

    5. Parameter-Free Outlier Scoring Algorithm Using the Acute Angle Order Difference Distance

      • Pollaton Pumruckthum, Somjai Boonsiri, Krung Sinapiromsaran
      Pages 37-45

    6. Improved Weighted Least Square Radiometric Calibration Based Noise and Outlier Rejection by Adjacent Comparagraph and Brightness Transfer Function

      • Chanchai Techawatcharapaikul, Pradit Mittrapiyanurak, Werapon Chiracharit
      Pages 46-55

  3. Application of Data Mining, Language, and Text Processing

    1. Front Matter

      Pages 57-57
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    2. Fuzzy TF-IDF Weighting in Synonym for Diabetes Question and Answers

      • Ketsara Phetkrachang, Nichnan Kittiphattanabawon
      Pages 59-68

    3. Feature Comparison for Automatic Bug Report Classification

      • Bancha Luaphol, Boonchoo Srikudkao, Tontrakant Kachai, Natthakit Srikanjanapert, Jantima Polpinij, Poramin Bheganan
      Pages 69-78

    4. A Novel Three Phase Approach for Single Sample Ear Recognition

      • Nitin Kumar
      Pages 79-88

    5. Comparison of Thai Sentence Sentiment Tagging Methods Using Thai Sentiment Resource

      • Kanlaya Thong-iad, Ponrudee Netisopakul
      Pages 89-98

    6. Collecting Child Psychiatry Documents of Clinical Trials from PubMed by the SVM Text Classification Method with the MATF Weighting Scheme

      • Jantima Polpinij, Tontrakant Kachai, Kanyarat Nasomboon, Poramin Bheganan
      Pages 99-108

  4. Image Processing

    1. Front Matter

      Pages 109-109
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    2. Instance-Based Learning for Blood Vessel Segmentation in Retinal Images

      • Worapan Kusakunniran, Sarattha Kanchanapreechakorn, Kittikhun Thongkanchorn
      Pages 111-118

    3. Floor Projection Type Serious Game System for Lower Limb Rehabilitation Using Image Processing

      • Kazuo Hemmi, Yuki Kondo, Takuro Tobina, Takeshi Nishimura
      Pages 119-128

    4. Image Processing Technique for Gender Determination from Medical Microscope Image

      • Wichan Thumthong, Hathaichanok Chompoopuen, Pita Jaupunphol
      Pages 129-137

    5. Accelerate the Detection Frame Rate of YOLO Object Detection Algorithm

      • Wattanapong Kurdthongmee
      Pages 138-147

    6. Analyze Facial Expression Recognition Based on Curvelet Transform via Extreme Learning Machine

      • Sarutte Atsawaruangsuk, Tatpong Katanyukul, Pattarawit Polpinit
      Pages 148-158

    7. Ensemble Model for Segmentation of Lateral Ventricles from 3D Magnetic Resonance Imaging

      • Akadej Udomchaiporn, Khitichai Lertrungwichean, Pokpakorn Klinkasen, Chawanwut Nuchprasert
      Pages 159-168
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Other volumes

  1. Recent Advances in Information and Communication Technology 2019

Keywords

About this book

This book presents the latest research on computer recognition systems. Over the last few years, computer scientists, engineers and users have been confronted with rapid changes in computer interfaces and in the abilities of the machines and the services available. And this is just the beginning: based on recent research findings, we can expect more significant advances and challenges in the next decade. Achievements in the area of artificial intelligence have made an important major contribution to these developments: Machine learning, natural language processing, speech recognition, image and video processing are just some of the major research and engineering directions that have made autonomous driving, language assistants, automatic translation and answering systems as well as other innovative applications such as more human-oriented interfaces possible. Those developments also reflect economic changes in the world, which are increasingly dominated by the needs of enhanced globalization, international cooperation (including its competitive aspects) and emerging global problems.

Editors and Affiliations

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

    Pongsarun Boonyopakorn, Phayung Meesad, Sunantha Sodsee

  • LG Kommunikationsnetze, FernUniversität in Hagen, Hagen, Germany

    Herwig Unger

Bibliographic Information

  • Book Title: Recent Advances in Information and Communication Technology 2019

  • Book Subtitle: Proceedings of the 15th International Conference on Computing and Information Technology (IC2IT 2019)

  • Editors: Pongsarun Boonyopakorn, Phayung Meesad, Sunantha Sodsee, Herwig Unger

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-030-19861-9

  • Publisher: Springer Cham

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

  • Copyright Information: Springer Nature Switzerland AG 2020

  • Softcover ISBN: 978-3-030-19860-2Published: 12 May 2019

  • eBook ISBN: 978-3-030-19861-9Published: 11 May 2019

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XI, 270

  • Number of Illustrations: 44 b/w illustrations, 98 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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