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Multi-disciplinary Trends in Artificial Intelligence

11th International Workshop, MIWAI 2017, Gadong, Brunei, November 20-22, 2017, Proceedings

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Somnuk Phon-Amnuaisuk

    1. Universiti Teknologi Brunei, Gadong, Brunei Darussalam

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  2. Swee-Peng Ang

    1. Universiti Teknologi Brunei, Gadong, Brunei Darussalam

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  3. Soo-Young Lee

    1. Korea Advanced Institute of Science and Technology, Daejeon, Korea (Republic of)

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10607)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: MIWAI 2017.

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Table of contents (40 papers)

  1. Front Matter

    Pages I-XVI
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  2. Knowledge Representation and Reasoning

    1. Front Matter

      Pages 1-1
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    2. Inference and Learning in Probabilistic Argumentation

      • Nguyen Duy Hung
      Pages 3-17

    3. Spatial Problem Solving in Spatial Structures

      • Christian Freksa, Ana-Maria OlteÅ£eanu, Thomas Barkowsky, Jasper van de Ven, Holger Schultheis
      Pages 18-29

    4. Transfer Learning-Based Case Base Preparation for a Case-Based Reasoning-Based Decision Making Support Model in the Educational Domain

      • Pham Thanh Tri, Vo Thi Ngoc Chau, Nguyen Hua Phung
      Pages 30-43

    5. Multi-level Search of a Knowledgebase for Semantic Parsing

      • Anupiya Nugaliyadde, Kok Wai Wong, Ferdous Sohel, Hong Xie
      Pages 44-53

    6. Design of a Cloud Brokerage Architecture Using Fuzzy Rough Set Technique

      • Parwat Singh Anjana, Rajeev Wankar, C. Raghavendra Rao
      Pages 54-68

    7. Generating Tutorial Interventions for Teaching Situation Awareness in Dental Surgery – Preliminary Report

      • Narumol Vannaprathip, Peter Haddawy, Holger Schultheis, Siriwan Suebnukarn
      Pages 69-74

  3. Data Mining and Machine Learning

    1. Front Matter

      Pages 75-75
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    2. Validation of Machine Learning Classifiers Using Metamorphic Testing and Feature Selection Techniques

      • Sadam Al-Azani, Jameleddine Hassine
      Pages 77-91

    3. Packer Identification Using Hidden Markov Model

      • Nguyen Minh Hai, Quan Thanh Tho
      Pages 92-105

    4. AIC-Driven Spatial Hierarchical Clustering: Case Study for Malaria Prediction in Northern Thailand

      • Peter Haddawy, Myat Su Yin, Tanawan Wisanrakkit, Rootrada Limsupavanich, Promporn Promrat, Saranath Lawpoolsri
      Pages 106-111

    5. Multivariate Time Series Clustering Analysis for Human Balance Data

      • Owais Ahmed Malik, Daphne Teck Ching Lai
      Pages 112-125

    6. Analysis of District-Level Monsoon Rainfall Patterns in India: A Pilot Study

      • Sougata Deb, Cleta Milagros Libre Acebedo, Jun Yu, Gomathypriya Dhanapal, Niranchana Periasamy
      Pages 126-136

  4. Deep Learning and Its Applications

    1. Front Matter

      Pages 137-137
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    2. Facial Expression Recognition Using a Hybrid CNN–SIFT Aggregator

      • Tee Connie, Mundher Al-Shabi, Wooi Ping Cheah, Michael Goh
      Pages 139-149

    3. Visual-Only Word Boundary Detection

      • Muhammad Rizki Aulia Rahman Maulana, Retno Larasati, Mohamad Ivan Fanany
      Pages 150-161

    4. Combination of Domain Knowledge and Deep Learning for Sentiment Analysis

      • Khuong Vo, Dang Pham, Mao Nguyen, Trung Mai, Tho Quan
      Pages 162-173

    5. Hierarchical Attention Network with XGBoost for Recognizing Insufficiently Supported Argument

      • Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy
      Pages 174-188

    6. Speed Invariant Bearing Fault Characterization Using Convolutional Neural Networks

      • Dileep Kumar Appana, Wasim Ahmad, Jong-Myon Kim
      Pages 189-198
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About this book

This book constitutes the refereed conference proceedings of the 11th International Conference on Multi-disciplinary Trends in Artificial Intelligence, MIWAI 2017, held in Gadong, Brunei, in November 2017.

The 40 revised full papers presented were carefully reviewed and selected from 82 submissions. They are organized in the following topical sections: knowledge representation and reasoning; data mining and machine learning; deep learning and its applications; document analysis; intelligent information systems; swarm intelligence.

Editors and Affiliations

  • Universiti Teknologi Brunei, Gadong, Brunei Darussalam

    Somnuk Phon-Amnuaisuk, Swee-Peng Ang

  • Korea Advanced Institute of Science and Technology, Daejeon, Korea (Republic of)

    Soo-Young Lee

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