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Recent Advances on Soft Computing and Data Mining

Proceedings of The First International Conference on Soft Computing and Data Mining (SCDM-2014) Universiti Tun Hussein Onn Malaysia, Johor, MalaysiaJune 16th-18th, 2014

  • Conference proceedings
  • © 2014

Overview

Editors:
  1. Tutut Herawan

    1. Department of Information System Faculty of Comp. Sci. & Info. Tech., University of Malaya, Kuala Lumpur, Malaysia

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  2. Rozaida Ghazali

    1. Faculty of Comp. Sci. and Info. Tech, Universiti Tun Hussein Onn Malaysia, Parit Raja, Malaysia

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  3. Mustafa Mat Deris

    1. Faculty of Comp. Sci. and Info. Tech., Universiti Tun Hussein Onn Malaysia, Parit Raja, Malaysia

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  • Latest research on Soft Computing and Data Mining
  • Results of the First International Conference on Soft Computing and Data Mining (SCDM - 2014), held June 16-18, 2014 in Johor, Malaysia
  • Written by experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 287)

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Table of contents (65 papers)

  1. Front Matter

    Pages 1-17
    Download chapter PDF

  2. A Fuzzy Time Series Model in Road Accidents Forecast

    • Lazim Abdullah, Chye Ling Gan
    Pages 1-10

  3. A Jordan Pi-Sigma Neural Network for Temperature Forecasting in Batu Pahat Region

    • Noor Aida Husaini, Rozaida Ghazali, Lokman Hakim Ismail, Tutut Herawan
    Pages 11-24

  4. A Legendre Approximation for Solving a Fuzzy Fractional Drug Transduction Model into the Bloodstream

    • Ali Ahmadian, Norazak Senu, Farhad Larki, Soheil Salahshour, Mohamed Suleiman, Md. Shabiul Islam
    Pages 25-34

  5. A Multi-reference Ontology for Profiling Scholars’ Background Knowledge

    • Bahram Amini, Roliana Ibrahim, Mohd Shahizan Othman, Mohd Nazir Ahmad
    Pages 35-46

  6. A New Binary Particle Swarm Optimization for Feature Subset Selection with Support Vector Machine

    • Amir Rajabi Behjat, Aida Mustapha, Hossein Nezamabadi-Pour, Md. Nasir Sulaiman, Norwati Mustapha
    Pages 47-57

  7. A New Hybrid Algorithm for Document Clustering Based on Cuckoo Search and K-means

    • Ishak Boushaki Saida, Nadjet Kamel, Bendjeghaba Omar
    Pages 59-68

  8. A New Positive and Negative Linguistic Variable of Interval Triangular Type-2 Fuzzy Sets for MCDM

    • Nurnadiah Zamri, Lazim Abdullah
    Pages 69-78

  9. A New Qualitative Evaluation for an Integrated Interval Type-2 Fuzzy TOPSIS and MCGP

    • Nurnadiah Zamri, Lazim Abdullah
    Pages 79-88

  10. A Performance Comparison of Genetic Algorithm’s Mutation Operators in n-Cities Open Loop Travelling Salesman Problem

    • Hock Hung Chieng, Noorhaniza Wahid
    Pages 89-97

  11. A Practical Weather Forecasting for Air Traffic Control System Using Fuzzy Hierarchical Technique

    • Azizul Azhar Ramli, Mohammad Rabiul Islam, Mohd Farhan Md. Fudzee, Mohamad Aizi Salamat, Shahreen Kasim
    Pages 99-109

  12. Adapted Bio-inspired Artificial Bee Colony and Differential Evolution for Feature Selection in Biomarker Discovery Analysis

    • Syarifah Adilah Mohamed Yusoff, Rosni Abdullah, Ibrahim Venkat
    Pages 111-120

  13. An Artificial Intelligence Technique for Prevent Black Hole Attacks in MANET

    • Khalil I. Ghathwan, Abdul Razak B. Yaakub
    Pages 121-131

  14. ANFIS Based Model for Bispectral Index Prediction

    • Jing Jing Chang, S. Syafiie, Raja Kamil Raja Ahmad, Thiam Aun Lim
    Pages 133-142

  15. Classify a Protein Domain Using SVM Sigmoid Kernel

    • Ummi Kalsum Hassan, Nazri Mohd. Nawi, Shahreen Kasim, Azizul Azhar Ramli, Mohd Farhan Md Fudzee, Mohamad Aizi Salamat
    Pages 143-151

  16. Color Histogram and First Order Statistics for Content Based Image Retrieval

    • Muhammad Imran, Rathiah Hashim, Noor Eliza Abd Khalid
    Pages 153-162

  17. Comparing Performances of Cuckoo Search Based Neural Networks

    • Nazri Mohd Nawi, Abdullah Khan, M. Z. Rehman, Tutut Herawan, Mustafa Mat Deris
    Pages 163-172

  18. CSLMEN: A New Cuckoo Search Levenberg Marquardt Elman Network for Data Classification

    • Nazri Mohd Nawi, Abdullah Khan, M. Z. Rehman, Tutut Herawan, Mustafa Mat Deris
    Pages 173-182

  19. Enhanced MWO Training Algorithm to Improve Classification Accuracy of Artificial Neural Networks

    • Ahmed A. Abusnaina, Rosni Abdullah, Ali Kattan
    Pages 183-194

  20. Fuzzy Modified Great Deluge Algorithm for Attribute Reduction

    • Majdi Mafarja, Salwani Abdullah
    Pages 195-203
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Keywords

About this book

This book constitutes the refereed proceedings of the First International Conference on Soft Computing and Data Mining, SCDM 2014, held in Universiti Tun Hussein Onn Malaysia, in June 16th-18th, 2014. The 65 revised full papers presented in this book were carefully reviewed and selected from 145 submissions, and organized into two main topical sections; Data Mining and Soft Computing. The goal of this book is to provide both theoretical concepts and, especially, practical techniques on these exciting fields of soft computing and data mining, ready to be applied in real-world applications. The exchanges of views pertaining future research directions to be taken in this field and the resultant dissemination of the latest research findings makes this work of immense value to all those having an interest in the topics covered.

Editors and Affiliations

  • Department of Information System Faculty of Comp. Sci. & Info. Tech., University of Malaya, Kuala Lumpur, Malaysia

    Tutut Herawan

  • Faculty of Comp. Sci. and Info. Tech, Universiti Tun Hussein Onn Malaysia, Parit Raja, Malaysia

    Rozaida Ghazali

  • Faculty of Comp. Sci. and Info. Tech., Universiti Tun Hussein Onn Malaysia, Parit Raja, Malaysia

    Mustafa Mat Deris

Bibliographic Information

  • Book Title: Recent Advances on Soft Computing and Data Mining

  • Book Subtitle: Proceedings of The First International Conference on Soft Computing and Data Mining (SCDM-2014) Universiti Tun Hussein Onn Malaysia, Johor, MalaysiaJune 16th-18th, 2014

  • Editors: Tutut Herawan, Rozaida Ghazali, Mustafa Mat Deris

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-07692-8

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2014

  • Softcover ISBN: 978-3-319-07691-1Published: 16 June 2014

  • eBook ISBN: 978-3-319-07692-8Published: 29 May 2014

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XVIII, 705

  • Number of Illustrations: 263 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence, Data Mining and Knowledge Discovery

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