For more information email:
aiperth2011{at}gmail.com
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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 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: |
Mercue Hotel Perth |
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Session Chair: Mark Reynolds |
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9:00 - 9:15 |
Welcome and Opening |
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9:15 - 10:15 |
Keynote 1: Information Granularity and Granular Architectures of Computational Intelligence |
Professor Witold Pedrycz |
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10:15 - 10:45 |
Coffee Break |
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In Orelia: Cognitive Modelling (Session Chair: Jeremy Seligman) |
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10:45 - 11:05 |
131 On the dynamics of awareness and certainty |
Hans Van Ditmarsch and Tim French |
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11:05 - 11:25 |
31 Enhancement of E-Learning Experience using Skill-Challenge Balancing Approach |
Norliza Katuk, Ruili Wang and Hokyoung Ryu |
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11:25 - 11:45 |
127 Executability in the Situation Calculus |
Timothy Cerexhe and Maurice Pagnucco |
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11:45 - 13:00 |
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 |
172 Correlation between Genetic Diversity and Fitness in a Predator-Prey Ecosystem Simulation |
Marwa Khater, Elham Salehi and Robin Gras |
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11:05 - 11:25 |
162 Author Name Disambiguation for Ranking and Clustering PubMed Data using NetClus |
Arvin Varadharajalu, Wei Liu and Wilson Wong |
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11:25 - 11:45 |
128 Distribution Based Data Filtering for Financial Time Series Forecasting |
Goce Ristanoski and James Bailey |
| 11:45 - 12:05 |
70 Distance-based Feature Selection on Classification of Uncertain Objects |
Lei Xu and Edward Hung |
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12:05 - 13:00 |
Lunch |
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In Orelia: Natural Language Processing (Session Chair: Abdul Sattar) |
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13:00 - 13:20 |
177 Generality Evaluation of Automatically Generated Knowledge for the Japanese ConceptNet |
Rafal Rzepka, Koichi Muramoto and Kenji Araki |
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13:20 - 13:40 |
87 Processing Coordinated Structures in PENG Light |
Rolf Schwitter |
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13:40 - 14:00 |
60 Using a lexical dictionary and a Folksonomy to automatically construct domain ontologies |
Daniel Macias Galindo, Wilson Wong, Lawrence Cavedon and John Thangarajah |
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14:00 - 14:20 |
23 A Malay Stemmer for Jawi Characters |
Suliana Sulaiman, Khairuddin Omar, Nazlia Omar, Mohd Zamri Murah and Hamdan Abdul Rahman |
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14:20 - 14:50 |
Coffee Break |
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In Caroline: Machine Learning (Session Chair: Daniel Schmidt) |
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13:00 - 13:20 |
151 A simple Bayesian algorithm for feature ranking in high dimensional regression problems |
Enes Makalic and Daniel Schmidt |
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13:20 - 13:40 |
178 Closure Spaces of Isotone Galois Connections and Their Morphisms |
Radim Belohlavek and Jan Konecny |
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13:40 - 14:00 |
156 An Empirical Study of Bagging Predictors for Imbalanced Data with Different Levels of Class Distribution |
Guohua Liang, Xingquan Zhu and Chengqi Zhang |
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14:00 - 14:20 |
16 Compiling Bayesian Networks for Parameter Learning based on Shared BDDs |
Masakazu Ishihata, Taisuke Sato and Shin-Ichi Minato |
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14:20 - 14:50 |
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 |
200 Fast Multi-view Graph Kernels for Object Classification |
Luming Zhang, Mingli Song, Jiajun Bu and Chun Chen |
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15:10 - 15:30 |
202 Structured Light-based Shape Measurement System of Human Body |
Jun Cheng, Shiguang Zheng and Xinyu Wu |
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15:30 - 15:50 |
199 Realistic Smile Expression Recognition Using Biologically Inspired Features |
Cong He, Huiyun Mao and Lianwen Jin |
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15:50 - 16:10 |
201 Learning Colours from Textures by Sparse Manifold Embedding |
Jun Li, Wei Bian, Dacheng Tao and Chengqi Zhang |
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16:10 - 16:30 |
198 Image Feature Selection Based on Ant Colony Optimization |
Ling Chen, Bolun Chen and Yixin Chen |
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16:30 - 16:50 |
203 Genetically Enhanced Feature Selection of Discriminative Planetary Crater Image Features |
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 |
Special Session Invited Talk : Neural Batch Reinforcement Learning |
Prof Martin Riedmiller |
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15:50 - 16:10 |
45 A New Approach to Use Concepts Definitions for Semantic Relatedness Measurement |
Ehsan Khounsiavash and Kamran Zamanifar |
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16:10 - 16:30 |
21 Augmented Spatial Pooling |
John Thornton, Andrew Srbic, Linda Main and Mahsa Chitsaz |
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16:30 - 16:50 |
49 Color Quantization Using Modified Artificial Fish Swarm Algorithm |
Danial Yazdani, Hadi Nabizadeh, Elyas Mohamadzadeh Kosari and Adel Nadjaran Toosi |
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16:50 - 17:10 |
88 Combining Instantaneous and Time-Delayed Interactions between Genes- an Information Theoretic Approach |
Nizamul Morshed and Madhu Chetty |
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17:10 - 17:30 |
32 Multi-objective optimisation of power restoration in electricity distribution systems |
Alexandre Mendes and Natashia Boland |
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Session Chair: Wanquan Liu |
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9:00 - 10:00 |
Keynote 2: Evolutionary Multi-objective Algorithms for Practical Problem-Solving |
Associate Professor Kay Chen Tan |
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10:00 - 10:30 |
Coffee Break |
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In Orelia: Logic and Reasoning (Session Chair: Dongmo Zhang) |
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10:30 - 10:50 |
5 A Defeasible Logic for Clauses |
David Billington |
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10:50 - 11:10 |
36 A Logic for Knowledge Flow in Social Networks |
Ji Ruan and Michael Thielscher |
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11:10 - 11:30 |
97 Applying Multiple Classification Ripple Round Rules to a Complex Configuration Task |
Ivan Bindoff and Byeong Kang |
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11:30 - 11:50 |
30 Semantic Foundation for Preferential Description Logics |
Arina Britz, Thomas Meyer and Ivan Varzinczak |
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11:50 - 12:10 |
71 From Approximate Clausal Reasoning to Problem Hardness |
David Rajaratnam and Maurice Pagnucco |
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12:10 - 13:20 |
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 |
135 Beyond Trees: Adopting MITI to Learn Rules and Ensemble Classifiers for Multi-instance Data |
Luke Bjerring and Eibe Frank |
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10:50 - 11:10 |
181 Semi-Supervised Classification Using Tree-Based Self-Organizing Maps |
César A. Astudillo and B. John Oommen |
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11:10 - 11:30 |
149 Self-Organizing Maps for Translating Health Care Knowledge: A Case Study in Diabetes Management |
Leelani Wickramasinghe, Damminda Alahakoon, Peter Schattner and Michael Georgeff |
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11:30 - 11:50 |
141 Logistic Regression with the Nonnegative Garrote |
Enes Makalic and Daniel Schmidt |
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11:50 - 12:10 |
33 Identication of Breast Cancer Subtypes Using Multiple Gene Expression Microarray Datasets |
Alexandre Mendes |
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12:10 - 13:20 |
Lunch |
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Session Chair: Wanquan Liu |
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13:20 - 14:20 |
Keynote 3: Applications of Evolutionary Optimisation in Modern Power Systems |
Professor Kit Po Wong |
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14:20 - 14:50 |
Coffee Break |
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In Orelia: Vision and Graphics (Session Chair: Goce Ristanoski) |
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14:50 - 15:10 |
98 Object Detection by Admissible Region Search |
Xiaoming Chen, Senjian An, Wanquan Liu and Wanqing Li |
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15:10 - 15:30 |
25 Fast Object Detection with Foveated Imaging and Virtual Saccades on Resource Limited Robots |
Adrian Ratter, David Claridge, Jayen Ashar and Bernhard Hengst |
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15:30 - 15:50 |
148 Fast Sub-window Search with Square Shape |
Antoni Liang, Senjian An and Wanquan Liu |
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15:50 - 16:10 |
27 Binocular structured light stereo matching approach for dense facial disparity map |
Shiwei Ma, Yujie Shen and Junfeng Qian |
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16:10 - 16:30 |
112 Investigating Particle Swarm Optimisation Topologies for Edge Detection in Noisy Images |
Mahdi Setayesh, Mengjie Zhang and Mark Johnston |
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16:30 - 16:50 |
99 An Adaptive Binarization Methods for Image Enhancement of Ancient Malay Manuscript Images |
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 |
146 Dynamic auction for efficient competitive equilibrium under price rigidities |
Junwu Zhu and Dongmo Zhang |
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15:10 - 15:30 |
195 Reasoning over OWL/SWRL ontologies under CWA and UNA for Industrial Applications |
Qingmai Wang and Xinghuo Yu |
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15:30 - 15:50 |
75 Tracking the Preferences of Users in a Social Network Using Weak Estimators |
Anis Yazidi, Ole-Christoffer Granmo and John Oommen |
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15:50 - 16:10 |
196 Robotic Communications and Surveillance – The DARPA LANdroids Program |
Dan Corbett, Douglas Gage and Douglas Hackett |
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16:10 - 16:30 |
6 Data Extraction for Search Engines using Safe Matching |
Jer Lang Hong and Ee Xion Tan |
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16:30 - 16:50 |
120 Automatic Static Feature Generation for Compiler Optimization Problems |
Abid Malik |
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18:00 - 21:00 |
Banquet Dinner (Swan River Cruise Dinner: departing from Barrack Street Jetty) |
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In Orelia: Cognitive Modeling and Simulation Technology (Session Chair: Mark Johnston) |
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9:00 - 9:20 |
152 Speeding up Bipartite Graph Visualization Method |
Takayasu Fushimi, Yamato Kubota, Kazumi Saito, Masahiro Kimura, Kouzou Ohara and Hiroshi Motoda |
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9:20 - 9:40 |
18 On the implementation of a theory of perceptual mapping |
Wai Kiang Yeap, Zulfikar Hossain and Thomas Brunner |
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9:40 - 10:00 |
82 A Divide-and-Conquer Tabu Search Approach for Online Test Paper Generation |
Minh Luan Nguyen, Siu Cheung Hui and Alvis C.M. Fong |
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10:00 - 10:20 |
163 Birdsong Acquisition Model by Sexual Selection Focused on Habitat Density |
Yohei Fujita, Atsuko Mutoh and Shohei Kato |
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10:20 - 10:40 |
Coffee Break |
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In Caroline: Intelligent Agent Systems (Session Chair: Abhaya Nayak) |
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9:00 - 9:20 |
39 A Simple Strategy to Maintain Diversity and Reduce Crowding in Particle Swarm Optimization |
Stephen Chen and James Montgomery |
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9:20 - 9:40 |
61 Coordinated Learning for Loosely Coupled Agents with Sparse Interactions |
Yu Chao, Minjie Zhang and Fenghui Ren |
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9:40 - 10:00 |
40 Sequential Single-Cluster Auctions for Robot Task Allocation |
Bradford Heap and Maurice Pagnucco |
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10:00 - 10:20 |
123 TATM: A trust mechanism for social traders in double auctions |
Jacob Dumesny, Tim Miller, Michael Kirley and Liz Sonnenberg |
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10:20 - 10:40 |
Coffee Break |
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In Orelia: Machine Learning (Session Chair: Adrian Letchford) |
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10:40 - 11:00 |
48 Ensemble Learning and Pruning in Multi-Objective Genetic Programming for Classification with Unbalanced Data |
Urvesh Bhowan, Mengjie Zhang and Mark Johnston |
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11:00 - 11:20 |
95 Semi-random model tree ensembles: an effective and scalable regression method |
Bernhard Pfahringer |
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11:20 - 11:40 |
11 Supervised Subspace Learning with Multi-class Lagrangian SVM on the Grassmann Manifold |
Duc-Son Pham and Svetha Venkatesh |
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11:40 - 12:00 |
24 Bagging Ensemble Selection |
Quan Sun and Bernhard Pfahringer |
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12:00 - 13:00 |
Lunch |
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In Caroline: Intelligent Agent Systems (Session Chair: Tim French) |
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10:40 - 11:00 |
52 A Parallel, Multi-Issue Negotiation Model in Dynamic E-Markets |
Fenghui Ren, Minjie Zhang, Xudong Luo and Danny Soetanto |
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11:00 - 11:20 |
171 Is Revision a special kind of Update? |
Abhaya Nayak |
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11:20 - 11:40 |
174 Parallel Monte Carlo Tree Search scalability limit discussion |
Kamil Rocki and Reiji Suda |
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11:40 - 12:00 |
138 How questions guide choices: a preliminary logical investigation |
Zuojun Xiong and Jeremy Seligman |
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12:00 - 13:00 |
Lunch |
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In Orelia: Evolutionary Computation and Optimization (Session Chair: Sonny Pham) |
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13:00 - 13:20 |
150 Weighted Preferences in Evolutionary Multi-Objective Optimization |
Tobias Friedrich, Trent Kroeger and Frank Neumann |
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13:20 - 13:40 |
58 Simplex Model Based Evolutionary Algorithm for Dynamic Multi-Objective Optimization |
Jingxuan Wei and Mengjie Zhang |
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13:40 - 14:00 |
47 An Analysis of Sub-swarms in Multi-swarm Systems |
Stephen Chen and Antonio Bolufe Rohler |
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14:00 - 14:20 |
134 Convergence of a Recombination-Based Elitist Evolutionary Algorithm on the Royal Roads Test Function |
Aram Ter-Sarkisov and Stephen Marsland |
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14:20 - 14:40 |
161 Genetic Programming for Edge Detection Based on Accuracy of Each Training Image |
Wenlong Fu, Mark Johnston and Mengjie Zhang |
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14:40 - 15:10 |
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 |
79 Guided Rule Discovery in XCS for High-dimensional Classification Problems |
Mani Abedini and Michael Kirley |
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13:20 - 13:40 |
29 Penalized Least Squares for Smoothing Financial Time Series |
Adrian Letchford, Junbin Gao and Lihong Zheng |
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13:40 - 14:00 |
106 Sequential Feature Selection for Classification |
Thomas Rückstieß, Christian Osendorfer and Patrick Van Der Smagt |
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14:00 - 14:20 |
143 The Discovery and Use of Ordinal Information on Attribute Values in Classifier Learning |
Alex Berry and Mike Cameron-Jones |
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14:20 - 14:40 |
2 Automatically Measuring the Quality of User Generated Content in Forums |
Kevin Chai, Chen Wu, Vidyasagar Potdar and Pedram Hayati |
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14:40 - 15:10 |
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 |
193 DE/isolated/1: A New Mutation Operator for Multimodal Optimization with Differential Evolution |
Takahiro Otani, Reiji Suzuki and Takaya Arita |
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15:30 - 15:50 |
160 Eliminating Useless Object Detectors Evolved in Multiple-Objective Genetic Programming |
Aaron Scoble, Mark Johnston and Mengjie Zhang |
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15:50 - 16:10 |
90 Improving Robustness in Multi-Objective Genetic Programming for Object Detection |
Rachel Hunt, Mark Johnston and Mengjie Zhang |
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16:10 - 16:30 |
188 The Effects of Diversity Maintenance on Coevolution for an Intransitive Numbers Problem |
Tirtha Ranjeet, Philip Hingston, Martin Masek and Chiu Peng Lam |
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16:30 - 16:50 |
59 Asymmetric Pareto-adaptive Scheme for Multi-Objective Optimization |
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 |
164 Long-Tail Recommendation Based on Reflective Indexing |
Andrzej Szwabe, Michal Ciesielczyk and Pawel Misiorek |
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15:30 - 15:50 |
55 Motif-based Method for Initialization the k-Means Clustering for Time Series Data |
Duong Tuan Anh and Le Phu |
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15:50 - 16:10 |
102 A Sparse-Grid-Based Out-of-Sample Extension for Dimensionality Reduction and Clustering with Laplacian Eigenmaps |
Benjamin Peherstorfer, Dirk Pflüger and Hans-Joachim Bungartz |
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16:10 - 16:30 |
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