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  • Conference proceedings
  • © 2018

Recent Advances on Soft Computing and Data Mining

Proceedings of the Third International Conference on Soft Computing and Data Mining (SCDM 2018), Johor, Malaysia, February 06-07, 2018

Editors:

  1. Rozaida Ghazali

    1. Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Malaysia

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  2. Mustafa Mat Deris

    1. Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Malaysia

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  3. Nazri Mohd Nawi

    1. Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Malaysia

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  4. Jemal H. Abawajy

    1. School of Information Technology, Deakin University, Geelong, Australia

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  • Includes recent research on soft computing and data mining
  • Presents the outcomes of the International Conference on Soft Computing and Data Mining (SCDM-2017), held in Johor, Malaysia on February 6–8, 2018
  • Written by experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 700)

Conference series link(s): SCDM: International Conference on Soft Computing and Data Mining

Conference proceedings info: SCDM 2018.

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Table of contents (48 papers)

  1. Front Matter

    Pages i-xxvi
    PDF

  2. Soft Computing

    1. Front Matter

      Pages 1-1
      PDF

    2. A Percentile Transition Ranking Algorithm Applied to Binarization of Continuous Swarm Intelligence Metaheuristics

      • José García, Broderick Crawford, Ricardo Soto, Gino Astorga
      Pages 3-13

    3. An Improved Hybrid Firefly Algorithm for Solving Optimization Problems

      • Fazli Wahid, Rozaida Ghazali, Habib Shah
      Pages 14-23

    4. Exploration and Exploitation Measurement in Swarm-Based Metaheuristic Algorithms: An Empirical Analysis

      • Mohd Najib Mohd Salleh, Kashif Hussain, Shi Cheng, Yuhui Shi, Arshad Muhammad, Ghufran Ullah et al.
      Pages 24-32

    5. Classification of JPEG Files by Using Extreme Learning Machine

      • Rabei Raad Ali, Kamaruddin Malik Mohamad, Sapiee Jamel, Shamsul Kamal Ahmad Khalid
      Pages 33-42

    6. Evaluating the Performance of Three Classification Methods in Diagnosis of Parkinson’s Disease

      • Salama A. Mostafa, Aida Mustapha, Shihab Hamad Khaleefah, Mohd Sharifuddin Ahmad, Mazin Abed Mohammed
      Pages 43-52

    8. Semantic Approach for Web-Based Presentation Mining Based Ontology Support

      • Vinothini Kasinathan, Aida Mustapha, Imran Medi
      Pages 64-71

    9. A Relative Tolerance Relation of Rough Set for Incomplete Information Systems

      • Rd. Rohmat Saedudin, Hairulnizam Mahdin, Shahreen Kasim, Edi Sutoyo, Iwan Tri Riyadi Yanto, Rohayanti Hassan
      Pages 72-81

    10. Fuzzy Evaluation Scheme for KDF Based on Stream Ciphers

      • Hamijah Mohd. Rahman, Nureize Arbaiy, Chuah Chai Wen
      Pages 82-94

    11. A Similarity Precision for Selecting Ontology Component in an Incomplete Sentence

      • Fatin Nabila Rafei Heng, Mustafa Mat Deris, Nurlida Basir
      Pages 95-104

    12. Mitigating Manual Final Year Project (FYP) Management to Be Centralized Electronically

      • Noryusliza Abdullah, Shahril Nazim Mohamed Salleh, Hairulnizam Mahdin, Rozanawati Darman, Basil David Daniel, Ely Salwana Mat Surin
      Pages 105-114

    13. An Algorithm Design of Kansei Recommender System

      • Pei-Chun Lin, Nureize Arbaiy
      Pages 115-123

    15. Relationship Between Angiotensin Converting Enzyme Gene and Cardiac Autonomic Neuropathy Among Australian Population

      • Ahmad Shaker Abdalrada, Jemal H. Abawajy, Morshed U. Chowdhury, Sutharshan Rajasegarar, Tahsien Al-Quraishi, Herbert F. Jelinek
      Pages 135-146

    16. Modeling of Consumer Interest on E-commerce Products Using Eye Tracking Methods

      • Juni Nurma Sari, Lukito Edi Nugroho, P. Insap Santosa, Ridi Ferdiana
      Pages 147-157

  3. Data Mining

    1. Front Matter

      Pages 159-159
      PDF

    2. A New Concept of Fuzzy TOPSIS and Fuzzy Logic in a Multi-criteria Decision

      • Ratih Fitria Jumarni, Nurnadiah Zamri
      Pages 161-170
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Other Volumes

  1. Recent Advances on Soft Computing and Data Mining

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About this book

This book offers a systematic overview of the concepts and practical techniques that readers need to get the most out of their large-scale data mining projects and research studies. It guides them through the data-analytical thinking essential to extract useful information and obtain commercial value from the data. Presenting the outcomes of International Conference on Soft Computing and Data Mining (SCDM-2017), held in Johor, Malaysia on February 6–8, 2018, it provides a well-balanced integration of soft computing and data mining techniques. The two constituents are brought together in various combinations of applications and practices. To thrive in these data-driven ecosystems, researchers, engineers, data analysts, practitioners, and managers must understand the design choice and options of soft computing and data mining techniques, and as such this book is a valuable resource, helping readers solve complex benchmark problems and better appreciate the concepts, tools, and techniquesemployed.
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Keywords

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Editors and Affiliations

  • Faculty of Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Malaysia

    Rozaida Ghazali, Mustafa Mat Deris, Nazri Mohd Nawi

  • School of Information Technology, Deakin University, Geelong, Australia

    Jemal H. Abawajy

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Bibliographic Information

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

  • Book Subtitle: Proceedings of the Third International Conference on Soft Computing and Data Mining (SCDM 2018), Johor, Malaysia, February 06-07, 2018

  • Editors: Rozaida Ghazali, Mustafa Mat Deris, Nazri Mohd Nawi, Jemal H. Abawajy

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-72550-5

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG 2018

  • Softcover ISBN: 978-3-319-72549-9Published: 12 January 2018

  • eBook ISBN: 978-3-319-72550-5Published: 11 January 2018

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XXVI, 518

  • Number of Illustrations: 41 b/w illustrations, 111 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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Access via your institution

Buy it now

eBook USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

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