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Soft Computing in Data Science

First International Conference, SCDS 2015, Putrajaya, Malaysia, September 2-3, 2015, Proceedings

  • Conference proceedings
  • © 2015

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Editors:
  1. Michael W. Berry

    1. University of Tennessee, Knoxville, USA

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  2. Azlinah Mohamed

    1. Universiti Teknologi MARA, Shah Alam, Malaysia

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    You can also search for this editor in PubMed   Google Scholar

  3. Bee Wah Yap

    1. Universiti Teknologi MARA, Shah Alam, Malaysia

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 545)

Included in the following conference series:

Conference proceedings info: SCDS 2015.

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About this book

This book constitutes the refereed proceedings of the International Conference on Soft Computing in Data Science, SCDS 2015, held in Putrajaya, Malaysia, in September 2015.

The 25 revised full papers presented were carefully reviewed and selected from 69 submissions. The papers are organized in topical sections on data mining; fuzzy computing; evolutionary computing and optimization; pattern recognition; human machine interface; hybrid methods.


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Table of contents (25 papers)

  1. Front Matter

    Pages I-XV
    Download chapter PDF

  2. Data Mining

    1. Front Matter

      Pages 1-1
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    2. An Improved Particle Swarm Optimization via Velocity-Based Reinitialization for Feature Selection

      • Shuzlina Abdul-Rahman, Azuraliza Abu Bakar, Zeti-Azura Mohamed-Hussein
      Pages 3-12

    3. Classifying Forum Questions Using PCA and Machine Learning for Improving Online CQA

      • Simon Fong, Yan Zhuang, Kexing Liu, Shu Zhou
      Pages 13-22

    4. Data Projection Effects in Frequent Itemsets Mining

      • Mohammad Arsyad Mohd Yakop, Sofianita Mutalib, Shuzlina Abdul-Rahman
      Pages 23-32

    5. Data Quality Issues in Data Migration

      • Nurhidayah Muhamad Zahari, Wan Ya Wan Hussin, Mohd Yunus Mohd Yussof, Fauzi Mohd Saman
      Pages 33-42

    6. Reviewing Classification Approaches in Sentiment Analysis

      • Nor Nadiah Yusof, Azlinah Mohamed, Shuzlina Abdul-Rahman
      Pages 43-53

    7. Comparisons of ADABOOST, KNN, SVM and Logistic Regression in Classification of Imbalanced Dataset

      • Hezlin Aryani Abd Rahman, Yap Bee Wah, Haibo He, Awang Bulgiba
      Pages 54-64

    8. Finding Significant Factors on World Ranking of e-Governments by Feature Selection Methods over KPIs

      • Simon Fong, Yan Zhuang, Huilong Luo, Kexing Liu, Gia Kim
      Pages 65-73

  3. Fuzzy Computing

    1. Front Matter

      Pages 75-75
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    2. Possibility Vague Soft Expert Set Theory and Its Application in Decision Making

      • Ganeshsree Selvachandran, Abdul Razak Salleh
      Pages 77-87

    3. An Iterative Method for Solving Fuzzy Fractional Differential Equations

      • Ali Ahmadian, Fudziah Ismail, Norazak Senu, Soheil Salahshour, Mohamed Suleiman, Sarkhosh Seddighi Chaharborj
      Pages 88-96

    4. Contrast Comparison of Flat Electroencephalography Image: Classical, Fuzzy, and Intuitionistic Fuzzy Set

      • Suzelawati Zenian, Tahir Ahmad, Amidora Idris
      Pages 97-105

    5. An Autocatalytic Model of a Pressurized Water Reactor in a Nuclear Power Generation

      • Azmirul Ashaari, Tahir Ahmad, Mustaffa Shamsuddin, Wan Munirah Wan Mohammad
      Pages 106-115

  4. Evolutionary Computing/Optimization

    1. Front Matter

      Pages 117-117
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    2. Selfish Gene Image Segmentation Algorithm

      • Noor Elaiza Abd Khalid, Norharyati Md Ariff, Ahmad Firdaus Ahmad Fadzil, Noorhayati Mohamed Noor
      Pages 119-128

    3. Detecting IMSI-Catcher Using Soft Computing

      • Thanh van Do, Hai Thanh Nguyen, Nikolov Momchil, Van Thuan Do
      Pages 129-140

    4. Solving Curriculum Based Course Timetabling by Hybridizing Local Search Based Method within Harmony Search Algorithm

      • Juliana Wahid, Naimah Mohd Hussin
      Pages 141-153

    5. A Parallel Latent Semantic Indexing (LSI) Algorithm for Malay Hadith Translated Document Retrieval

      • Nurazzah Abd Rahman, Zulaile Mabni, Nasiroh Omar, Haslizatul Fairuz Mohamed Hanum, Nik Nur Amirah Tuan Mohamad Rahim
      Pages 154-163

    6. Short Term Traffic Forecasting Based on Hybrid of Firefly Algorithm and Least Squares Support Vector Machine

      • Yuhanis Yusof, Farzana Kabir Ahmad, Siti Sakira Kamaruddin, Mohd Hasbullah Omar, Athraa Jasim Mohamed
      Pages 164-173
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Other volumes

  1. Soft Computing in Data Science

Editors and Affiliations

  • University of Tennessee, Knoxville, USA

    Michael W. Berry

  • Universiti Teknologi MARA, Shah Alam, Malaysia

    Azlinah Mohamed, Bee Wah Yap

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