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Computational Intelligence in Information Systems

Proceedings of the Computational Intelligence in Information Systems Conference (CIIS 2016)

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Somnuk Phon-Amnuaisuk

    1. School of Computing & Informatics, Universiti Teknologi Brunei School of Computing & Informatics, Gadong, Brunei Darussalam

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  2. Thien-Wan Au

    1. School of Computing & Informatics, Universiti Teknologi Brunei School of Computing & Informatics, Gadong, Brunei Darussalam

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  3. Saiful Omar

    1. School of Computing & Informatics, Universiti Teknologi Brunei School of Computing & Informatics, Gadong, Brunei Darussalam

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  • Includes recent research and applications of computational intelligence in information systems
  • Presents the proceedings of the Computational Intelligence in Information Systems Conference (CIIS 2016) held on November 18-20, 2016 in Brunei
  • Discusses theoretical foundations and advances in computational intelligence as well as their applications in information systems
  • Includes supplementary material: sn.pub/extras

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 532)

Included in the following conference series:

Conference proceedings info: CIIS 2016.

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About this book

This book constitutes the Proceedings of the Computational Intelligence in Information Systems conference (CIIS 2016), held in Brunei, November 18–20, 2016. The CIIS conference provides a platform for researchers to exchange the latest ideas and to present new research advances in general areas related to computational intelligence and its applications. The 26 revised full papers presented in this book have been carefully selected from 62 submissions. They cover a wide range of topics and application areas in computational intelligence and informatics.

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Table of contents (26 papers)

  1. Front Matter

    Pages i-xv
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  2. Intelligent Systems and their Applications

    1. Front Matter

      Pages 1-1
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    2. On Using Genetic Algorithm for Initialising Semi-supervised Fuzzy c-Means Clustering

      • Daphne Teck Ching Lai, Jonathan M. Garibaldi
      Pages 3-14

    3. Estimation of Confidence-Interval for Yearly Electricity Load Consumption Based on Fuzzy Random Auto-Regression Model

      • Riswan Efendi, Nureize Arbaiy, Mustafa Mat Deris
      Pages 15-26

    4. Improved Discrete Bacterial Memetic Evolutionary Algorithm for the Traveling Salesman Problem

      • Boldizsár Tüű-Szabó, Péter Földesi, László T. Kóczy
      Pages 27-38

    5. Improved Stampede Prediction Model on Context-Awareness Framework Using Machine Learning Techniques

      • Fatai Idowu Sadiq, Ali Selamat, Roliana Ibrahim
      Pages 39-51

    6. Image Classification for Snake Species Using Machine Learning Techniques

      • Amiza Amir, Nik Adilah Hanin Zahri, Naimah Yaakob, R. Badlishah Ahmad
      Pages 52-59

    7. Rides for Rewards (R4R): A Mobile Application to Sustain an Incentive Scheme for Public Bus Transport

      • Nyuk Hiong Voon, Siti Noora’zam Haji Abdul Kadir, Matius Anak Belayan, Sheung Hung Poon, El-Said Mamdouh Mahmoud Zahran
      Pages 60-71

    8. Mobile mBus System Using Near Field Communication

      • Hexi Yeo, Phooi Yee Lau, Sung-kwon Park
      Pages 72-80

    9. An Agent Model for Analysis of Trust Dynamics in Short-Term Human-Robot Interaction

      • Azizi Ab Aziz, Wadhah A. Abdul Hussain, Faudziah Ahmad, Nooraini Yusof, Farzana Kabir Ahmad
      Pages 81-93

    10. An Ambient Agent Model for a Reading Companion Robot

      • Hayder M. A. Ghanimi, Azizi Ab Aziz, Faudziah Ahmad
      Pages 94-106

    11. Student Acceptance and Attitude Towards Using 3D Virtual Learning Spaces

      • Hamadiatul Hayati Abdul Hamid, Zulhilmi Ahmad Sherjawi, Saiful Omar, Somnuk Phon-Amnuaisuk
      Pages 107-118

  3. Data Mining and Its Applications

    1. Front Matter

      Pages 119-119
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    2. Class Noise Detection Using Classification Filtering Algorithms

      • Zahra Nematzadeh, Roliana Ibrahim, Ali Selamat
      Pages 121-130

    3. A Novel Robust R-Squared Measure and Its Applications in Linear Regression

      • Sougata Deb
      Pages 131-142

    4. An Improvement to StockProF: Profiling Clustered Stocks with Class Association Rule Mining

      • Kok-Chin Khor, Keng-Hoong Ng
      Pages 143-151

    5. Empirical Study of Sampling Methods for Classification in Imbalanced Clinical Datasets

      • Asem Kasem, A. Ammar Ghaibeh, Hiroki Moriguchi
      Pages 152-162

  4. Internetworking, Security and Internet of Things

    1. Front Matter

      Pages 163-163
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    2. Internet of Things (IoT) with CoAP and HTTP Protocol: A Study on Which Protocol Suits IoT in Terms of Performance

      • Mohammad Aizuddin Daud, Wida Susanty Haji Suhaili
      Pages 165-174

    3. NTRU Binary Polynomials Parameters Selection for Reduction of Decryption Failure

      • Juliet N. Gaithuru, Mazleena Salleh, Ismail Mohamad, Ikuesan R. Adeyemi
      Pages 175-187
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Other volumes

  1. Computational Intelligence in Information Systems

Editors and Affiliations

  • School of Computing & Informatics, Universiti Teknologi Brunei School of Computing & Informatics, Gadong, Brunei Darussalam

    Somnuk Phon-Amnuaisuk, Thien-Wan Au, Saiful Omar

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