Table of Contents
Machine Learning
A Graph-Based Projection Approach for Semi-supervised Clustering Tetsuya Yoshida Kazuhiro Okatani 1
Self-organisation in an Agent Network via Multiagent Q-Learning Dayong Ye Minjie Zhang Quan Bai Takayuki Ito 14
Improving Trading Systems Using the RSI Financial Indicator and Neural Networks Alejandro Rodríguez-González Fernando Guldrís-Iglesias Ricardo Colomo-Palacios Juan Miguel Gomez-Berbis Enrique Jimenez-Domingo Giner Alor-Hernandez Rubén Posada-Gomez Guillermo Cortes-Robles 27
Balanced Student Partitioning to Promote Effective Learning: Applications in an International School Wenbin Zhu Hu Qin Andrew Lim Zhou Xu 38
Data Mining
Laban-Based Motion Rendering for Emotional Expression of Human Form Robots Megumi Masuda Shohei Kato Hidenori Itoh 49
Self-supervised Mining of Human Activity from CGM Nguyen Minh The Takahiro Kawamura Hiroyuki Nakagawa Yasuyuki Tahara Akihiko Ohsuga 61
Data Mining Using an Adaptive HONN Model With Hyperbolic Tangent Neurons Shuxiang Xu 73
Business Intelligence for Delinquency Risk Management via Cox Regression Sung Ho Ha Eun Kyoung Kwon 82
Knowledge Engineering & Ontology
An Ontology-Based Adaptive Learning System to Enhance Self-directed Learning Mihye Kim Sook-Young Choi 91
Context-Aware Service Framework for Decision-Support Applications Using Ontology-Based Modeling Giovanni Cagalaban Seoksoo Kim 103
A Disaster Management Metamodel (DMM) Validated Siti Hajar Othman Ghassan Beydoun 111
Another Investigation of an Interontologia between Chinese Lexical Systems and Roget's Thesaurus Sang-Rak Kim Jae-Gun Yang Jae-Hak J. Bae 126
Incremental Knowledge Acquisition
Incremental Knowledge Acquisition Using Generalised RDR for Soccer Simulation Angela Finlayson Paul Compton 135
Incremental System Engineering Using Process Networks Avishkar Misra Arcot Sowmya Paul Compton 150
RDRCE: Combining Machine Learning and Knowledge Acquisition Han Xu Achim Hoffmann 165
Simulated Assessment of Ripple Round Rules Ivan Bindoff Byeong Ho Kang 180
The Ballarat Incremental Knowledge Engine Richard Dazeley Philip Warner Scott Johnson Peter Vamplew 195
KA Applications in Internet and Mobile Computing
Finding Relation between PageRank and Voter Model Takayasu Fushimi Kazumi Saito Masahiro Kimura Hiroshi Motoda Kouzou Ohara 208
Mobile Sync-application for Life Logging and High-Level Context Using Bayesian Network Tae-min Jung Young-Seol Lee Sung-Bae Cho 223
Consensus Clustering and Supervised Classification for Profiling Phishing Emails in Internet Commerce Security Richard Dazeley John L. Yearwood Byeong H. Kang Andrei V. Kelarev 235
People Recommendation Based on Aggregated Bidirectional Intentions in Social Network Site Yang Sok Kim Ashesh Mahidadia Paul Compton Xiongcai Cai Mike Bain Alfred Krzywicki Wayne Wobcke 247
Visualising Intellectual Structure of Ubiquitous Computing Maria R. Lee Tsung Teng Chen 261
Acquiring Expected Influence Curve from Single Diffusion Sequence Yuya Yoshikawa Kazumi Saito Hiroshi Motoda Kouzou Ohara Masahiro Kimura 273
KA Applications in Multimedia and Games
Automatic Speech-Based Classification of Gender, Age and Accent Phuoc Nguyen Dat Tran Xu Huang Dharmendra Sharma 288
MMG: A Learning Game Platform for Understanding and Predicting Human Recall Memory Umer Fareed Byoung-Tak Zhang 300
Efficient Bulk-Insertion for Content-Based Video Indexing Narissa Onkhum Juggapong Natwichai 310
Author Index 323
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