AI 2011 Conference Venue (6 Dec to 8 Dec)
Mercure Perth
(Rooms: Caroline and Orelia)
10 Irwin Street Perth Australia
Pre-Conference Workshops
(AIH 2011 and AOW 2011) Venue (5 Dec)
Murdoch University, South St Campus,
ECL Lecture
Theatre 2 and
ECL Lecture
Theatre 3 (Getting
to Murdoch University from Mercure Perth Hotel)
Note: You can also use the
Transperth Journey Planner
AI 2011 Conference Dinner
7 December evening (6:15pm - 9:00pm): Swan
River Cruise Dinner
(Departing from
Barrack Street Jetty)
Delegate needs ticket to board the cruise, and the ticket will be issued
during registration.
Please keep your ticket safely, we are unable to
issue replacement for any lost ticket.
Please arrive at the Barrack Street jetty by 6:15. The cruise may depart
on time.
Pre-Conference Workshops (AIH 2011 and AOW 2011)
Program
AI 2011 Conference Program
6 December 2011 (Tuesday)
7 December 2011 (Wednesday)
8 Decmeber 2011 (Thursday)
Registration Desk Opening Hours: (Note: we
cannot accept on site registration)
6 Dec: 8:30am - 4pm
7 Dec: 8:30am - 4pm
8 Dec: 8:30am - 10:30am
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Venue:
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Mercue Hotel Perth
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AI 2011 Day 1: 6 December 2011 (Tuesday)
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Session Chair: Mark Reynolds
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9:00 - 9:15
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Welcome and Opening
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9:15 - 10:15
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Keynote 1: Information Granularity and Granular
Architectures of Computational Intelligence
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Professor Witold Pedrycz
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10:15 - 10:45
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Coffee Break
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In Orelia: Cognitive Modelling (Session Chair: Jeremy
Seligman)
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10:45 - 11:05
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131 On the dynamics of awareness and certainty
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Hans Van Ditmarsch and Tim French
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11:05 - 11:25
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31 Enhancement of E-Learning Experience using
Skill-Challenge Balancing Approach
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Norliza Katuk, Ruili Wang and Hokyoung Ryu
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11:25 - 11:45
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127 Executability in the Situation Calculus
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Timothy Cerexhe and Maurice Pagnucco
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11:45 - 13:00
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Lunch
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In Caroline: Intelligent Agents, Data Mining and Knowledge
Discovery (Session Chair: John Oommen)
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10:45 - 11:05
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172 Correlation between Genetic Diversity and Fitness in
a Predator-Prey Ecosystem Simulation
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Marwa Khater, Elham Salehi and Robin Gras
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11:05 - 11:25
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162 Author Name Disambiguation for Ranking and
Clustering PubMed Data using NetClus
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Arvin Varadharajalu, Wei Liu and Wilson Wong
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11:25 - 11:45
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128 Distribution Based Data Filtering for Financial Time
Series Forecasting
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Goce Ristanoski and James Bailey
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11:45 - 12:05 |
70 Distance-based Feature Selection on Classification of
Uncertain Objects
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Lei Xu and Edward Hung
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12:05 - 13:00
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Lunch
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In Orelia: Natural Language Processing (Session Chair:
Abdul Sattar)
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13:00 - 13:20
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177 Generality Evaluation of Automatically Generated
Knowledge for the Japanese ConceptNet
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Rafal Rzepka, Koichi Muramoto and Kenji Araki
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13:20 - 13:40
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87 Processing Coordinated Structures in PENG Light
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Rolf Schwitter
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13:40 - 14:00
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60 Using a lexical dictionary and a Folksonomy to
automatically construct domain ontologies
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Daniel Macias Galindo, Wilson Wong, Lawrence Cavedon and
John Thangarajah
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14:00 - 14:20
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23 A Malay Stemmer for Jawi Characters
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Suliana Sulaiman, Khairuddin Omar, Nazlia Omar, Mohd
Zamri Murah and Hamdan Abdul Rahman
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14:20 - 14:50
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Coffee Break
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In Caroline: Machine Learning (Session Chair: Daniel
Schmidt)
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13:00 - 13:20
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151 A simple Bayesian algorithm for feature ranking in
high dimensional regression problems
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Enes Makalic and Daniel Schmidt
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13:20 - 13:40
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178 Closure Spaces of Isotone Galois Connections and
Their Morphisms
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Radim Belohlavek and Jan Konecny
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13:40 - 14:00
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156 An Empirical Study of Bagging Predictors for
Imbalanced Data with Different Levels of Class Distribution
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Guohua Liang, Xingquan Zhu and Chengqi Zhang
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14:00 - 14:20
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16 Compiling Bayesian Networks for Parameter Learning
based on Shared BDDs
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Masakazu Ishihata, Taisuke Sato and Shin-Ichi Minato
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14:20 - 14:50
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Coffee Break
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In Orelia: Special Session on Modern Machine Learning in
Intelligent Image Processing (Session Chair: Jun Li)
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14:50 - 15:10
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200 Fast Multi-view Graph Kernels for Object
Classification
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Luming Zhang, Mingli Song, Jiajun Bu and Chun Chen
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15:10 - 15:30
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202 Structured Light-based Shape Measurement System of
Human Body
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Jun Cheng, Shiguang Zheng and Xinyu Wu
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15:30 - 15:50
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199 Realistic Smile Expression Recognition Using
Biologically Inspired Features
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Cong He, Huiyun Mao and Lianwen Jin
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15:50 - 16:10
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201 Learning Colours from Textures by Sparse Manifold
Embedding
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Jun Li, Wei Bian, Dacheng Tao and Chengqi Zhang
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16:10 - 16:30
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198 Image Feature Selection Based on Ant Colony
Optimization
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Ling Chen, Bolun Chen and Yixin Chen
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16:30 - 16:50
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203 Genetically Enhanced Feature Selection of
Discriminative Planetary Crater Image Features
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Joseph Paul Cohen, Siyi Liu and Wei Ding
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In Caroline: Special Session on Information Processing,
Inference and Learning (Session Chair: Oliver Obst)
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14:50 - 15:50
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Special Session Invited Talk :
Neural Batch Reinforcement Learning
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Prof Martin Riedmiller
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15:50 - 16:10
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45 A New Approach to Use Concepts Definitions for
Semantic Relatedness Measurement
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Ehsan Khounsiavash and Kamran Zamanifar
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16:10 - 16:30
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21 Augmented Spatial Pooling
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John Thornton, Andrew Srbic, Linda Main and Mahsa
Chitsaz
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16:30 - 16:50
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49 Color Quantization Using Modified Artificial Fish
Swarm Algorithm
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Danial Yazdani, Hadi Nabizadeh, Elyas Mohamadzadeh
Kosari and Adel Nadjaran Toosi
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16:50 - 17:10
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88 Combining Instantaneous and Time-Delayed Interactions
between Genes- an Information Theoretic Approach
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Nizamul Morshed and Madhu Chetty
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17:10 - 17:30
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32 Multi-objective optimisation of power restoration in
electricity distribution systems
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Alexandre Mendes and Natashia Boland
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AI 2011 Day 2: 7 December 2011 (Wednesday)
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Session Chair:
Wanquan Liu
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9:00 - 10:00
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Keynote 2: Evolutionary Multi-objective Algorithms for
Practical Problem-Solving
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Associate Professor Kay Chen Tan
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10:00 - 10:30
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Coffee Break
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In Orelia: Logic and Reasoning (Session Chair: Dongmo
Zhang)
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10:30 - 10:50
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5 A Defeasible Logic for Clauses
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David Billington
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10:50 - 11:10
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36 A Logic for Knowledge Flow in Social Networks
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Ji Ruan and Michael Thielscher
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11:10 - 11:30
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97 Applying Multiple Classification Ripple Round Rules
to a Complex Configuration Task
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Ivan Bindoff and Byeong Kang
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11:30 - 11:50
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30 Semantic Foundation for Preferential Description
Logics
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Arina Britz, Thomas Meyer and Ivan Varzinczak
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11:50 - 12:10
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71 From Approximate Clausal Reasoning to Problem
Hardness
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David Rajaratnam and Maurice Pagnucco
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12:10 - 13:20
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Lunch
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In Caroline: Data Mining and Knowledge Discovery (Session
Chair: Hong Jer Lang)
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10:30 - 10:50
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135 Beyond Trees: Adopting MITI to Learn Rules and
Ensemble Classifiers for Multi-instance Data
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Luke Bjerring and Eibe Frank
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10:50 - 11:10
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181 Semi-Supervised Classification Using Tree-Based
Self-Organizing Maps
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César A. Astudillo and B. John Oommen
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11:10 - 11:30
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149 Self-Organizing Maps for Translating Health Care
Knowledge: A Case Study in Diabetes Management
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Leelani Wickramasinghe, Damminda Alahakoon, Peter
Schattner and Michael Georgeff
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11:30 - 11:50
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141 Logistic Regression with the Nonnegative Garrote
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Enes Makalic and Daniel Schmidt
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11:50 - 12:10
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33 Identication of Breast Cancer Subtypes Using Multiple
Gene Expression Microarray Datasets
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Alexandre Mendes
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12:10 - 13:20
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Lunch
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Session Chair:
Wanquan Liu
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13:20 - 14:20
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Keynote 3: Applications of Evolutionary Optimisation in
Modern Power Systems
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Professor Kit Po Wong
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14:20 - 14:50
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Coffee Break
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In Orelia: Vision and Graphics (Session Chair: Goce
Ristanoski)
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14:50 - 15:10
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98 Object Detection by Admissible Region Search
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Xiaoming Chen, Senjian An, Wanquan Liu and Wanqing Li
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15:10 - 15:30
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25 Fast Object Detection with Foveated Imaging and
Virtual Saccades on Resource Limited Robots
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Adrian Ratter, David Claridge, Jayen Ashar and Bernhard
Hengst
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15:30 - 15:50
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148 Fast Sub-window Search with Square Shape
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Antoni Liang, Senjian An and Wanquan Liu
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15:50 - 16:10
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27 Binocular structured light stereo matching approach
for dense facial disparity map
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Shiwei Ma, Yujie Shen and Junfeng Qian
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16:10 - 16:30
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112 Investigating Particle Swarm Optimisation Topologies
for Edge Detection in Noisy Images
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Mahdi Setayesh, Mengjie Zhang and Mark Johnston
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16:30 - 16:50
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99 An Adaptive Binarization Methods for Image
Enhancement of Ancient Malay Manuscript Images
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Sitti Rachmawati Yahya, Khairuddin Omar, Siti Norul Huda
Sheikh Abdullah and Choong-Yeun Liong
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In Caroline: AI Applications (Session Chair: Enes
Makalic)
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14:50 - 15:10
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146 Dynamic auction for efficient competitive
equilibrium under price rigidities
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Junwu Zhu and Dongmo Zhang
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15:10 - 15:30
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195 Reasoning over OWL/SWRL ontologies under CWA and UNA
for Industrial Applications
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Qingmai Wang and Xinghuo Yu
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15:30 - 15:50
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75 Tracking the Preferences of Users in a Social Network
Using Weak Estimators
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Anis Yazidi, Ole-Christoffer Granmo and John Oommen
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15:50 - 16:10
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196 Robotic Communications and Surveillance – The DARPA
LANdroids Program
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Dan Corbett, Douglas Gage and Douglas Hackett
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16:10 - 16:30
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6 Data Extraction for Search Engines using Safe Matching
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Jer Lang Hong and Ee Xion Tan
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16:30 - 16:50
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120 Automatic Static Feature Generation for Compiler
Optimization Problems
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Abid Malik
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18:00 - 21:00
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Banquet Dinner (Swan River Cruise Dinner: departing from
Barrack Street Jetty)
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AI 2011 Day 3: 8 December 2011 (Thursday)
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In Orelia: Cognitive Modeling and Simulation Technology
(Session Chair: Mark Johnston)
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9:00 - 9:20
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152 Speeding up Bipartite Graph Visualization Method
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Takayasu Fushimi, Yamato Kubota, Kazumi Saito, Masahiro
Kimura, Kouzou Ohara and Hiroshi Motoda
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9:20 - 9:40
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18 On the implementation of a theory of perceptual
mapping
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Wai Kiang Yeap, Zulfikar Hossain and Thomas Brunner
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9:40 - 10:00
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82 A Divide-and-Conquer Tabu Search Approach for Online
Test Paper Generation
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Minh Luan Nguyen, Siu Cheung Hui and Alvis C.M. Fong
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10:00 - 10:20
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163 Birdsong Acquisition Model by Sexual Selection
Focused on Habitat Density
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Yohei Fujita, Atsuko Mutoh and Shohei Kato
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10:20 - 10:40
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Coffee Break
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In Caroline: Intelligent Agent Systems (Session Chair:
Abhaya Nayak)
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9:00 - 9:20
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39 A Simple Strategy to Maintain Diversity and Reduce
Crowding in Particle Swarm Optimization
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Stephen Chen and James Montgomery
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9:20 - 9:40
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61 Coordinated Learning for Loosely Coupled Agents with
Sparse Interactions
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Yu Chao, Minjie Zhang and Fenghui Ren
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9:40 - 10:00
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40 Sequential Single-Cluster Auctions for Robot Task
Allocation
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Bradford Heap and Maurice Pagnucco
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10:00 - 10:20
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123 TATM: A trust mechanism for social traders in double
auctions
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Jacob Dumesny, Tim Miller, Michael Kirley and Liz
Sonnenberg
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10:20 - 10:40
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Coffee Break
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In Orelia: Machine Learning (Session Chair: Adrian
Letchford)
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10:40 - 11:00
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48 Ensemble Learning and Pruning in Multi-Objective
Genetic Programming for Classification with Unbalanced Data
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Urvesh Bhowan, Mengjie Zhang and Mark Johnston
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11:00 - 11:20
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95 Semi-random model tree ensembles: an effective and
scalable regression method
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Bernhard Pfahringer
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11:20 - 11:40
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11 Supervised Subspace Learning with Multi-class
Lagrangian SVM on the Grassmann Manifold
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Duc-Son Pham and Svetha Venkatesh
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11:40 - 12:00
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24 Bagging Ensemble Selection
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Quan Sun and Bernhard Pfahringer
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12:00 - 13:00
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Lunch
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In Caroline: Intelligent Agent Systems (Session Chair:
Tim French)
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10:40 - 11:00
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52 A Parallel, Multi-Issue Negotiation Model in Dynamic
E-Markets
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Fenghui Ren, Minjie Zhang, Xudong Luo and Danny Soetanto
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11:00 - 11:20
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171 Is Revision a special kind of Update?
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Abhaya Nayak
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11:20 - 11:40
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174 Parallel Monte Carlo Tree Search scalability limit
discussion
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Kamil Rocki and Reiji Suda
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11:40 - 12:00
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138 How questions guide choices: a preliminary logical
investigation
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Zuojun Xiong and Jeremy Seligman
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12:00 - 13:00
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Lunch
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In Orelia: Evolutionary Computation and Optimization
(Session Chair: Sonny Pham)
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13:00 - 13:20
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150 Weighted Preferences in Evolutionary Multi-Objective
Optimization
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Tobias Friedrich, Trent Kroeger and Frank Neumann
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13:20 - 13:40
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58 Simplex Model Based Evolutionary Algorithm for
Dynamic Multi-Objective Optimization
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Jingxuan Wei and Mengjie Zhang
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13:40 - 14:00
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47 An Analysis of Sub-swarms in Multi-swarm Systems
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Stephen Chen and Antonio Bolufe Rohler
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14:00 - 14:20
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134 Convergence of a Recombination-Based Elitist
Evolutionary Algorithm on the Royal Roads Test Function
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Aram Ter-Sarkisov and Stephen Marsland
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14:20 - 14:40
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161 Genetic Programming for Edge Detection Based on
Accuracy of Each Training Image
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Wenlong Fu, Mark Johnston and Mengjie Zhang
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14:40 - 15:10
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Coffee Break
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In Caroline: Data Mining and Knowledge Discovery (Session
Chair: Mark Reynolds)
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13:00 - 13:20
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79 Guided Rule Discovery in XCS for High-dimensional
Classification Problems
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Mani Abedini and Michael Kirley
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13:20 - 13:40
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29 Penalized Least Squares for Smoothing Financial Time
Series
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Adrian Letchford, Junbin Gao and Lihong Zheng
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13:40 - 14:00
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106 Sequential Feature Selection for Classification
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Thomas Rückstieß, Christian Osendorfer and Patrick Van
Der Smagt
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14:00 - 14:20
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143 The Discovery and Use of Ordinal Information on
Attribute Values in Classifier Learning
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Alex Berry and Mike Cameron-Jones
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14:20 - 14:40
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2 Automatically Measuring the Quality of User Generated
Content in Forums
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Kevin Chai, Chen Wu, Vidyasagar Potdar and Pedram Hayati
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14:40 - 15:10
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Coffee Break
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In Orelia: Evolutionary Computation and Optimization
(Session Chair: Yew Soon Ong)
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15:10 - 15:30
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193 DE/isolated/1: A New Mutation Operator for
Multimodal Optimization with Differential Evolution
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Takahiro Otani, Reiji Suzuki and Takaya Arita
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15:30 - 15:50
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160 Eliminating Useless Object Detectors Evolved in
Multiple-Objective Genetic Programming
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Aaron Scoble, Mark Johnston and Mengjie Zhang
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15:50 - 16:10
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90 Improving Robustness in Multi-Objective Genetic
Programming for Object Detection
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Rachel Hunt, Mark Johnston and Mengjie Zhang
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16:10 - 16:30
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188 The Effects of Diversity Maintenance on Coevolution
for an Intransitive Numbers Problem
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Tirtha Ranjeet, Philip Hingston, Martin Masek and Chiu
Peng Lam
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16:30 - 16:50
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59 Asymmetric Pareto-adaptive Scheme for Multi-Objective
Optimization
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Jiang Siwei, Zhang Jie and Ong Yew Soon
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In Caroline: Data Mining and Knowledge Discovery (Session
Chair: Bernhard Pfahringer)
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15:10 - 15:30
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164 Long-Tail Recommendation Based on Reflective
Indexing
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Andrzej Szwabe, Michal Ciesielczyk and Pawel Misiorek
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15:30 - 15:50
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55 Motif-based Method for Initialization the k-Means
Clustering for Time Series Data
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Duong Tuan Anh and Le Phu
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15:50 - 16:10
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102 A Sparse-Grid-Based Out-of-Sample Extension for
Dimensionality Reduction and Clustering with Laplacian Eigenmaps
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Benjamin Peherstorfer, Dirk Pflüger and Hans-Joachim
Bungartz
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16:10 - 16:30
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