Intelligence in the Era of Big Data

1. Front Matter

   Pages I-XXIV

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2. On the Relation of Probability, Fuzziness, Rough and Evidence Theory

   • Rolly Intan

   Pages 1-15

3. Fuzzy Logic and Control System

   1. Front Matter

      Pages 17-17

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   2. A Study of Laundry Tidiness: Laundry State Determination Using Video and 3D Sensors

      • Hirose Daiki, Miyoshi Tsutomu, Maiya Kazuki

      Pages 19-26

   3. Direction Control System on a Carrier Robot Using Fuzzy Logic Controller

      • Kevin Ananta Kurniawan, Darmawan Utomo, Saptadi Nugroho

      Pages 27-36

   4. Multidimensional Fuzzy Association Rules for Developing Decision Support System at Petra Christian University

      • Yulia, Siget Wibisono, Rolly Intan

      Pages 37-48

4. Genetic Algorithm and Heuristic Approaches

   1. Front Matter

      Pages 49-49

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   2. Genetic Algorithm for Scheduling Courses

      • Gregorius Satia Budhi, Kartika Gunadi, Denny Alexander Wibowo

      Pages 51-63

   3. Optimization of Auto Equip Function in Role-Playing Game Based on Standard Deviation of Character’s Stats Using Genetic Algorithm

      • Kristo Radion Purba

      Pages 64-75

   4. The Design of Net Energy Balance Optimization Model for Crude Palm Oil Production

      • Jaizuluddin Mahmud, Marimin, Erliza Hambali, Yandra Arkeman, Agus R. Hoetman

      Pages 76-88

   5. ACO-LS Algorithm for Solving No-wait Flow Shop Scheduling Problem

      • Ong Andre Wahyu Riyanto, Budi Santosa

      Pages 89-97

   6. A New Ant-Based Approach for Optimal Service Selection with E2E QoS Constraints

      • Dac-Nhuong Le, Gia Nhu Nguyen

      Pages 98-109

5. Artificial Intelligence and Machine Learning

   1. Front Matter

      Pages 111-111

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   2. Implementation Discrete Cosine Transform and Radial Basis Function Neural Network in Facial Image Recognition

      • Marprin H. Muchri, Samuel Lukas, David Habsara Hareva

      Pages 113-118

   3. Implementation of Artificial Intelligence with 3 Different Characters of AI Player on “Monopoly Deal” Computer Game

      • Irene A. Lazarusli, Samuel Lukas, Patrick Widjaja

      Pages 119-127

   4. Optimizing Instruction for Learning Computer Programming – A Novel Approach

      • Muhammed Yousoof, Mohd Sapiyan

      Pages 128-139

   5. Sequential Pattern Mining Application to Support Customer Care “X” Clinic

      • Alexander Setiawan, Adi Wibowo, Samuel Kurniawan

      Pages 140-151

6. Similarity-Based Models

   1. Front Matter

      Pages 153-153

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   2. The Comparation of Distance-Based Similarity Measure to Detection of Plagiarism in Indonesian Text

      • Tari Mardiana, Teguh Bharata Adji, Indriana Hidayah

      Pages 155-164

   3. Document Searching Engine Using Term Similarity Vector Space Model on English and Indonesian Document

      • Andreas Handojo, Adi Wibowo, Yovita Ria

      Pages 165-173

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.

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

• Informatics, Petra Christian University, Surabaya, Indonesia

  Rolly Intan, Henry N. Palit, Leo W. Santoso

• CSIRO, Hobart, Australia

  Chi-Hung Chi

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