Skip to main content
SpringerLink
Log in

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

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Rozaida Ghazali

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Mustafa Mat Deris

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Nazri Mohd Nawi

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Jemal H. Abawajy

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • 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)

Included in the following conference series:

Conference proceedings info: SCDM 2018.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
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

Licence this eBook for your library

Institutional subscriptions

Table of contents (48 papers)

  1. Front Matter

    Pages i-xxvi
    Download chapter PDF

  2. Soft Computing

    1. Front Matter

      Pages 1-1
      Download chapter 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

    7. Some New Results on the Stability of Fractional Integro-Differential Equations Under Uncertainty

      • A. Ahmadian, S. Salahshour, N. Senu, F. Ismail
      Pages 53-63

    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

    14. Warehouse Picking Model for Single Picker Routing Problem in Multi Dimensional Warehouse Layout Using Genetic Algorithm Approach to Minimize Delay

      • Dida Diah Damayanti, Erlangga Bayu Setyawan, Luciana Andrawina, Budi Santosa
      Pages 124-134

    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
      Download chapter PDF

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

      • Ratih Fitria Jumarni, Nurnadiah Zamri
      Pages 161-170

    3. Comparative Studies of Information Retrieval Approaches in User-Centered Health Information System

      • Ibrahim Umar Kontagora, Isredza Rahmi A. Hamid
      Pages 171-180
Back to top

Other volumes

  1. Recent Advances on Soft Computing and Data Mining

Keywords

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.

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

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

Publish with us

Policies and ethics

Back to top

Search

Navigation