Multi-disciplinary Trends In Artificial Intelligence: 11th International Workshop, Miwai 2017, Gadong, Brunei, November 20-22, 2017, Proceedings

E-Book Overview

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.

E-Book Information

• Series: Lecture Notes in Artificial Intelligence 10607

• Year: 2,017

• Edition: 1

• Pages: XVI, 496

• Pages In File: 503

• Language: English

• Identifier: 978-3-319-69455-9, 978-3-319-69456-6

• Doi: 10.1007/978-3-319-69456-6

• Org File Size: 46,506,067

• Extension: pdf

• Tags: Artificial Intelligence (incl. Robotics)

• Toc: Front Matter ....Pages I-XVIFront Matter ....Pages 1-1 Inference and Learning in Probabilistic Argumentation (Nguyen Duy Hung)....Pages 3-17 Spatial Problem Solving in Spatial Structures (Christian Freksa, Ana-Maria Olteţeanu, Thomas Barkowsky, Jasper van de Ven, Holger Schultheis)....Pages 18-29 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 Multi-level Search of a Knowledgebase for Semantic Parsing (Anupiya Nugaliyadde, Kok Wai Wong, Ferdous Sohel, Hong Xie)....Pages 44-53 Design of a Cloud Brokerage Architecture Using Fuzzy Rough Set Technique (Parwat Singh Anjana, Rajeev Wankar, C. Raghavendra Rao)....Pages 54-68 Generating Tutorial Interventions for Teaching Situation Awareness in Dental Surgery – Preliminary Report (Narumol Vannaprathip, Peter Haddawy, Holger Schultheis, Siriwan Suebnukarn)....Pages 69-74Front Matter ....Pages 75-75 Validation of Machine Learning Classifiers Using Metamorphic Testing and Feature Selection Techniques (Sadam Al-Azani, Jameleddine Hassine)....Pages 77-91 Packer Identification Using Hidden Markov Model (Nguyen Minh Hai, Quan Thanh Tho)....Pages 92-105 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 Multivariate Time Series Clustering Analysis for Human Balance Data (Owais Ahmed Malik, Daphne Teck Ching Lai)....Pages 112-125 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 126-136Front Matter ....Pages 137-137 Facial Expression Recognition Using a Hybrid CNN–SIFT Aggregator (Tee Connie, Mundher Al-Shabi, Wooi Ping Cheah, Michael Goh)....Pages 139-149 Visual-Only Word Boundary Detection (Muhammad Rizki Aulia Rahman Maulana, Retno Larasati, Mohamad Ivan Fanany)....Pages 150-161 Combination of Domain Knowledge and D