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Intelligence in the Era of Big Data

4th International Conference on Soft Computing, Intelligent Systems, and Information Technology, ICSIIT 2015, Bali, Indonesia, March 11-14, 2015. Proceedings

  • Rolly Intan
  • Chi-Hung Chi
  • Henry N. Palit
  • Leo W. Santoso

Part of the Communications in Computer and Information Science book series (CCIS, volume 516)

Table of contents

  1. Front Matter
    Pages I-XXIV
  2. Fuzzy Logic and Control System

    1. Front Matter
      Pages 17-17
    2. Hirose Daiki, Miyoshi Tsutomu, Maiya Kazuki
      Pages 19-26
    3. Kevin Ananta Kurniawan, Darmawan Utomo, Saptadi Nugroho
      Pages 27-36
  3. Genetic Algorithm and Heuristic Approaches

    1. Front Matter
      Pages 49-49
    2. Gregorius Satia Budhi, Kartika Gunadi, Denny Alexander Wibowo
      Pages 51-63
    3. Jaizuluddin Mahmud, Marimin, Erliza Hambali, Yandra Arkeman, Agus R. Hoetman
      Pages 76-88
    4. Ong Andre Wahyu Riyanto, Budi Santosa
      Pages 89-97
  4. Artificial Intelligence and Machine Learning

    1. Front Matter
      Pages 111-111
    2. Alexander Setiawan, Adi Wibowo, Samuel Kurniawan
      Pages 140-151
  5. Similarity-Based Models

    1. Front Matter
      Pages 153-153
    2. Tari Mardiana, Teguh Bharata Adji, Indriana Hidayah
      Pages 155-164
    3. Nyoman Karna, Iping Suwardi, Nur Maulidevi
      Pages 174-182
  6. Classification and Clustering Techniques

    1. Front Matter
      Pages 193-193
    2. Gen Niina, Tatsuya Chuuto, Hiroshi Dozono, Kazuhiro Muramatsu
      Pages 195-204
    3. Oktariani Nurul Pratiwi, Budi Rahardjo, Suhono Harso Supangkat
      Pages 205-211
  7. Intelligent Data Processing

    1. Front Matter
      Pages 221-221
    2. Mohd Noah Abdul Rahman, Afzaal H. Seyal, Mohd Saiful Omar, Siti Aminah Maidin
      Pages 223-233
    3. Foni Agus Setiawan, Wahyu Catur Wibowo, Novita Br Ginting
      Pages 234-246
    4. Sanjay Misra, Luis Fernandez-Sanz, Adewole Adewumi, Broderick Crawford, Ricardo Soto
      Pages 247-254
  8. Feature Extraction

    1. Front Matter
      Pages 255-255
    2. Ema Rachmawati, Iping Supriana, Masayu Leylia Khodra
      Pages 257-268
    3. Rudy Adipranata, Liliana, Meiliana Indrawijaya, Gregorius Satia Budhi
      Pages 278-288
  9. Image Recognition

    1. Front Matter
      Pages 301-301
    2. Maiya Kazuki, Miyoshi Tsutomu, Hirose Daiki
      Pages 303-313
    3. Kartika Gunadi, Liliana, Gideon Simon
      Pages 314-322
    4. Semuil Tjiharjadi, William Setiadarma
      Pages 332-347
    5. K. Z. Widhia Oktoeberza, Hanung Adi Nugroho, Teguh Bharata Adji
      Pages 348-359
  10. Visualization Techniques

    1. Front Matter
      Pages 361-361
    2. Silvia Rostianingsih, Michael Chang, Liliana
      Pages 363-371
    3. Liliana, Meliana Luwuk, Djoni Haryadi Setiabudi
      Pages 372-381
    4. Iqbal Rahmadhian Pamungkas, Iping Supriana Suwardi
      Pages 382-391
  11. Intelligent Network

    1. Front Matter
      Pages 393-393
    2. Indrarini Dyah Irawati, Mohammad Nuruzzamanirridha
      Pages 395-403
    3. Justinus Andjarwirawan, Ibnu Gunawan, Eko Bayu Kusumo
      Pages 404-410
    4. Radha Ranganathan, Kathiravan Kannan, P. Aarthi, S. LakshmiPriya
      Pages 411-423
    5. Yu-Beng Leau, Selvakumar Manickam
      Pages 424-435

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 4th International Conference on Soft Computing, Intelligent Systems, and Information Technology, ICSIIT 2015, held in Bali, Indonesia, in March 2015. The 34 revised full papers presented together with 19 short papers, one keynote and 2 invited talks were carefully reviewed and selected from 92 submissions. The papers cover a wide range of topics related to intelligence in the era of Big Data, such as fuzzy logic and control system; genetic algorithm and heuristic approaches; artificial intelligence and machine learning; similarity-based models; classification and clustering techniques; intelligent data processing; feature extraction; image recognition; visualization techniques; intelligent network; cloud and parallel computing; strategic planning; intelligent applications; and intelligent systems for enterprise, government and society.

Keywords

Artificial intelligence Cloud computing Clustering and classification Computer vision Machine learning Network services Planning and scheduling Vagueness and fuzzy logic Visualization

Editors and affiliations

  • Rolly Intan
    • 1
  • Chi-Hung Chi
    • 2
  • Henry N. Palit
    • 3
  • Leo W. Santoso
    • 4
  1. 1.InformaticsPetra Christian UniversitySurabayaIndonesia
  2. 2.CSIROHobartAustralia
  3. 3.InformaticsPetra Christian UniversitySurabayaIndonesia
  4. 4.InformaticsPetra Christian UniversitySurabayaIndonesia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-662-46742-8
  • Copyright Information Springer-Verlag Berlin Heidelberg 2015
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-662-46741-1
  • Online ISBN 978-3-662-46742-8
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site
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