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Recent Advances in Information and Communication Technology 2017

Proceedings of the 13th International Conference on Computing and Information Technology (IC2IT)

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Phayung Meesad

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

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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. Herwig Unger

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

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  • Presents recent advances in information and communication technology
  • Includes proceedings of the 13th International Conference on Computing and Information Technology (IC2IT) held July 6–7, 2017 in Bangkok, Thailand
  • Written by leading experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 566)

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 Methodologies

    1. Front Matter

      Pages 1-1
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    2. Applying Stochastic Evolutionary Algorithm for Correlation Control in Monte Carlo Simulation

      • Anamai Na-udom, Jaratsri Rungrattanaubol
      Pages 3-12

    3. Impurity Measurement in Selecting Decision Node Tree that Tolerate Noisy Cases

      • Benjawan Srisura
      Pages 13-21

    4. OMFO: A New Opposition-Based Moth-Flame Optimization Algorithm for Solving Unconstrained Optimization Problems

      • Wirote Apinantanakon, Khamron Sunat
      Pages 22-31

    5. A Hybrid of Fractal Code Descriptor and Harmonic Pattern Generator for Improving Speech Recognition of Different Sampling Rates

      • Rattaphon Hokking, Kuntpong Woraratpanya
      Pages 32-42

    6. Ensemble Features Selection Algorithm by Considering Features Ranking Priority

      • Puripat Thongkam, Pakorn Leesutthipornchai
      Pages 43-57

    7. User Independency of SSVEP Based Brain Computer Interface Using ANN Classifier: Statistical Approach

      • Md. Kamrul Hasan, Md. Samiul H. Sunny, Shifat Hossain, Mohiuddin Ahmad
      Pages 58-68

    8. Analysis of Two-Missing-Observation 4 × 4 Latin Squares Using the Exact Approach

      • Kittiwat Sirikasemsuk, Kanogkan Leerojanaprapa
      Pages 69-81

    9. Software Size Estimation in Design Phase Based on MLP Neural Network

      • Benjamas Panyangam, Matinee Kiewkanya
      Pages 82-91

  3. Data Mining Applications

    1. Front Matter

      Pages 93-93
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    2. Data Driven Prediction of Dengue Incidence in Thailand

      • Nirosha Sumanasinghe, Armin R. Mikler, Jayantha Muthukudage, Chetan Tiwari, Reynaldo Quiroz
      Pages 95-107

    3. A Comparative Analysis of Bayesian Network and ARIMA Approaches to Malaria Outbreak Prediction

      • A. H. M. Imrul Hasan, Peter Haddawy, Saranath Lawpoolsri
      Pages 108-117

    4. A Multiple-stage Classification of Fall Motions Using Kinect Camera

      • Orasa Patsadu, Bunthit Watanapa, Chakarida Nukoolkit
      Pages 118-129

    5. Recognizing Quality of Floor Tiling from Knocking Signals Using HMMs

      • Rong Phoophuangpairoj
      Pages 130-139

    6. Knee Implant Orientation Estimation for X-Ray Images Using Multiscale Dual Filter and Linear Regression Model

      • Theerawee Kulkongkoon, Nagul Cooharojananone, Rajalida Lipikorn
      Pages 140-149

    7. Bodily Posture Recognition with Weighted Dimension on Kinect Data Stream

      • Chattriya Jariyavajee, Booncharoen Sirinaovakul, Jumpol Polvichai
      Pages 150-159

    8. A New Streaming Learning for Stream Chunk Data Classification Based on Incremental Learning and Adaptive Boosting Algorithm

      • Niphat Claypo, Anantaporn Hanskunatai, Saichon Jaiyen
      Pages 160-168

    9. An Application of Data Mining and Machine Learning for Weather Forecasting

      • Risul Islam Rasel, Nasrin Sultana, Phayung Meesad
      Pages 169-178

    10. The Poet Identification Using Convolutional Neural Networks

      • Sajjaporn Waijanya, Nuttachot Promrit
      Pages 179-187
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Other volumes

  1. Recent Advances in Information and Communication Technology 2017

Keywords

About this book

This book includes selected contributions related to big data and data networking, presented at the 13th International Conference on Computing and Information Technology (IC2IT), which was held at the Arnoma Grand Hotel Bangkok, Thailand, July 6–7, 2017. The aim of the conference was to present emerging algorithms, methods and technologies with a high degree of originality, novelty and innovation addressing the conference theme `Mastering Data and Networking’.

Section 1 and 2 discuss various aspects of data mining and corresponding applications. Section 3 focuses on speed and overhead networking optimisation problems, as well as energy problems of autonomous systems, which are becoming increasingly important. The key to addressing these problems is properly determining critical parameters. Section 4 sheds light on natural language processing, including extraction of trends and popularity and recognition of emotions as well as classic topics such as detection and classification.

Editors and Affiliations

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

    Phayung Meesad, Sunantha Sodsee

  • Lehrgebiet Kommunikationsnetze, FernUniversität in Hagen, Hagen, Germany

    Herwig Unger

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