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Michael Thielscher and Dongmo Zhang (Eds.):
AI 2012: Advances in Artificial Intelligence25th Australasian Joint Conference, Sydney, Australia, December 4-7, 2012. ProceedingsLNAI 7691 Ordering Information BibTeX |
Table of Contents
Title Pages in PDFPreface in PDF
Organization in PDF
Table of Contents in PDF
Agents
Measuring the Performance of Online Opponent Models in Automated Bilateral Negotiation
Tim Baarslag, Mark Hendrikx, Koen Hindriks, and Catholijn Jonker
LNAI 7691, p. 1 ff.
Abstract | Full article in PDF | BibTeX
Optimistic Agents Are Asymptotically Optimal
Peter Sunehag and Marcus Hutter
LNAI 7691, p. 15 ff.
Abstract | Full article in PDF | BibTeX
An Enhanced Multi-Agent System with Evolution Mechanism to Approximate Physarum Transport Networks
Yuheng Wu, Zili Zhang, Yong Deng, Huan Zhou, and Tao Qian
LNAI 7691, p. 27 ff.
Abstract | Full article in PDF | BibTeX
Applications
Predicting Shellfish Farm Closures with Class Balancing Methods
Claire D’Este, Ashfaqur Rahman, and Alison Turnbull
LNAI 7691, p. 39 ff.
Abstract | Full article in PDF | BibTeX
Automatic Han Chinese Folk Song Classification Using Extreme Learning Machines
Suisin Khoo, Zhihong Man, and Zhenwei Cao
LNAI 7691, p. 49 ff.
Abstract | Full article in PDF | BibTeX
People-to-People Recommendation Using Multiple Compatible Subgroups
Yang Sok Kim, Ashesh Mahidadia, Paul Compton, Alfred Krzywicki, Wayne Wobcke, Xiongcai Cai, and Michael Bain
LNAI 7691, p. 61 ff.
Abstract | Full article in PDF | BibTeX
Automatic Scoring of Erythema and Scaling Severity in Psoriasis Diagnosis
Juan Lu, Ed Kazmiercazk, Jonathan H. Manton, and Rodney Sinclair
LNAI 7691, p. 73 ff.
Abstract | Full article in PDF | BibTeX
A Multilayered Ensemble Architecture for the Classification of Masses in Digital Mammograms
Peter Mc Leod and Brijesh Verma
LNAI 7691, p. 85 ff.
Abstract | Full article in PDF | BibTeX
Refined Distractor Generation with LSA and Stylometry for Automated Multiple Choice Question Generation
Josef Robert Moser, Christian Gütl, and Wei Liu
LNAI 7691, p. 95 ff.
Abstract | Full article in PDF | BibTeX
A New Genetic Algorithm for Simplified Protein Structure Prediction
Mahmood A. Rashid, Md. Tamjidul Hoque, M.A. Hakim Newton, Duc Nghia Pham, and Abdul Sattar
LNAI 7691, p. 107 ff.
Abstract | Full article in PDF | BibTeX
Generating Realistic Online Auction Data
Sidney Tsang, Gillian Dobbie, and Yun Sing Koh
LNAI 7691, p. 120 ff.
Abstract | Full article in PDF | BibTeX
Computer Vision
A Robust Global Motion Estimation for Digital Video Stabilization
Behnam Babagholami-Mohamadabadi, Amin Jourabloo, and Mohammad T. Manzuri-Shalmani
LNAI 7691, p. 132 ff.
Abstract | Full article in PDF | BibTeX
Automatic Construction of Invariant Features Using Genetic Programming for Edge Detection
Wenlong Fu, Mark Johnston, and Mengjie Zhang
LNAI 7691, p. 144 ff.
Abstract | Full article in PDF | BibTeX
An Abstract Deep Network for Image Classification
Anthony Knittel and Alan D. Blair
LNAI 7691, p. 156 ff.
Abstract | Full article in PDF | BibTeX
A Dynamic Approach for Detecting Naturalistic Affective States from Facial Videos during HCI
Hamed Monkaresi, M.S. Hussain, and Rafael A. Calvo
LNAI 7691, p. 170 ff.
Abstract | Full article in PDF | BibTeX
Constraints and Search
A Self-adaptive Differential Evolution Algorithm with Constraint Sequencing
Md. Asafuddoula, Tapabrata Ray, and Ruhul Sarker
LNAI 7691, p. 182 ff.
Abstract | Full article in PDF | BibTeX
On the Violation of Circuits in Decomposable Negation Normal Form
Lucas Bordeaux and Nina Narodytska
LNAI 7691, p. 194 ff.
Abstract | Full article in PDF | BibTeX
The RegularGcc Matrix Constraint
Ronald de Haan, Nina Narodytska, and Toby Walsh
LNAI 7691, p. 206 ff.
Abstract | Full article in PDF | BibTeX
A Method to Avoid Duplicative Flipping in Local Search for SAT
Thach-Thao Duong, Duc Nghia Pham, and Abdul Sattar
LNAI 7691, p. 218 ff.
Abstract | Full article in PDF | BibTeX
Anytime Algorithms for Biobjective Heuristic Search
Priyankar Ghosh, Partha Pratim Chakrabarti, and Pallab Dasgupta
LNAI 7691, p. 230 ff.
Abstract | Full article in PDF | BibTeX
ICHEA for Discrete Constraint Satisfaction Problems
Anurag Sharma and Dharmendra Sharma
LNAI 7691, p. 242 ff.
Abstract | Full article in PDF | BibTeX
Anytime Column Search
Satya Gautam Vadlamudi, Piyush Gaurav, Sandip Aine, and Partha Pratim Chakrabarti
LNAI 7691, p. 254 ff.
Abstract | Full article in PDF | BibTeX
Evolutionary Computation
Genetic Programming for Biomarker Detection in Mass Spectrometry Data
Soha Ahmed, Mengjie Zhang, and Lifeng Peng
LNAI 7691, p. 266 ff.
Abstract | Full article in PDF | BibTeX
An Evolutionary Approach for the Design of Autonomous Underwater Vehicles
Khairul Alam, Tapabrata Ray, and Sreenatha G. Anavatti
LNAI 7691, p. 279 ff.
Abstract | Full article in PDF | BibTeX
Unsupervised Learning of Mutagenesis Molecules Structure Based on an Evolutionary-Based Features Selection in DARA
Rayner Alfred, Irwansah Amran, Leau Yu Beng, and Tan Soo Fun
LNAI 7691, p. 291 ff.
Abstract | Full article in PDF | BibTeX
Inference of a Phylogenetic Tree: Hierarchical Clustering versus Genetic Algorithm
Glenn Blanchette, Richard O’Keefe, and Lubica Benuskova
LNAI 7691, p. 300 ff.
Abstract | Full article in PDF | BibTeX
A Dimension Reduction Approach to Classification Based on Particle Swarm Optimisation and Rough Set Theory
Liam Cervante, Bing Xue, Lin Shang, and Mengjie Zhang
LNAI 7691, p. 313 ff.
Abstract | Full article in PDF | BibTeX
Evolving Plastic Neural Networks for Online Learning: Review and Future Directions
Oliver J. Coleman and Alan D. Blair
LNAI 7691, p. 326 ff.
Abstract | Full article in PDF | BibTeX
A Multimodal Problem for Competitive Coevolution
Philip Hingston, Tirtha Ranjeet, Chiou Peng Lam, and Martin Masek
LNAI 7691, p. 338 ff.
Abstract | Full article in PDF | BibTeX
XCSR with Computed Continuous Action
Muhammad Iqbal, Will N. Browne, and Mengjie Zhang
LNAI 7691, p. 350 ff.
Abstract | Full article in PDF | BibTeX
A Memetic Algorithm for Efficient Solution of 2D and 3D Shape Matching Problems
Mohammad Sharif Khan and Tapabrata Ray
LNAI 7691, p. 362 ff.
Abstract | Full article in PDF | BibTeX
Local Search in Parallel Linear Genetic Programming for Multiclass Classification
Aaron Scoble, Mark Johnston, and Mengjie Zhang
LNAI 7691, p. 373 ff.
Abstract | Full article in PDF | BibTeX
Game Playing
Opponent’s Style Modeling Based on Situations for Bayesian Poker
Ruobing Li, Wenkai Li, Lin Shang, Yang Gao, and Mengjie Zhang
LNAI 7691, p. 385 ff.
Abstract | Full article in PDF | BibTeX
Game Designers Training First Person Shooter Bots
Michelle McPartland and Marcus Gallagher
LNAI 7691, p. 397 ff.
Abstract | Full article in PDF | BibTeX
Games with Ambiguous Payoffs and Played by Ambiguity and Regret Minimising Players
Wei Xiong, Xudong Luo, and Wenjun Ma
LNAI 7691, p. 409 ff.
Abstract | Full article in PDF | BibTeX
Information Retrieval
Query Expansion Powered by Wikipedia Hyperlinks
Carson Bruce, Xiaoying Gao, Peter Andreae, and Shahida Jabeen
LNAI 7691, p. 421 ff.
Abstract | Full article in PDF | BibTeX
Constrained Grouped Sparsity
Yi Guo, Junbin Gao, and Xia Hong
LNAI 7691, p. 433 ff.
Abstract | Full article in PDF | BibTeX
Reverse Active Learning for Optimising Information Extraction Training Production
Dung Nguyen and Jon Patrick
LNAI 7691, p. 445 ff.
Abstract | Full article in PDF | BibTeX
Adopting Relevance Feature to Learn Personalized Ontologies
Yan Shen, Yuefeng Li, and Yue Xu
LNAI 7691, p. 457 ff.
Abstract | Full article in PDF | BibTeX
Towards Domain Independent Why Text Segment Classification Based on Bag of Function Words
Katsuyuki Tanaka, Tetsuya Takiguchi, and Yasuo Ariki
LNAI 7691, p. 469 ff.
Abstract | Full article in PDF | BibTeX
Knowledge Representation
A Delayed Splitting Bottom-Up Procedure for Model Generation
Kiyoshi Akama and Ekawit Nantajeewarawat
LNAI 7691, p. 481 ff.
Abstract | Full article in PDF | BibTeX
A Goal-Oriented Algorithm for Unification in 
w.r.t. Cycle-Restricted Ontologies
Franz Baader, Stefan Borgwardt, and Barbara Morawska
LNAI 7691, p. 493 ff.
Abstract | Full article in PDF | BibTeX
Normal Modal Preferential Consequence
Katarina Britz, Thomas Meyer, and Ivan Varzinczak
LNAI 7691, p. 505 ff.
Abstract | Full article in PDF | BibTeX
Trust in Context
Abhaya C. Nayak
LNAI 7691, p. 517 ff.
Abstract | Full article in PDF | BibTeX
Complex Analogies: Remarks on the Complexity of HDTP
Robert Robere and Tarek Richard Besold
LNAI 7691, p. 530 ff.
Abstract | Full article in PDF | BibTeX
A General Representation and Approximate Inference Algorithm for Sensing Actions
Hanne Vlaeminck, Joost Vennekens, and Marc Denecker
LNAI 7691, p. 543 ff.
Abstract | Full article in PDF | BibTeX
Systematicity, Accessibility, and Universal Properties
William H. Wilson and Steven Phillips
LNAI 7691, p. 555 ff.
Abstract | Full article in PDF | BibTeX
RDL: Enhancing Description Logic with Rules
Yi Zhou and Yan Zhang
LNAI 7691, p. 567 ff.
Abstract | Full article in PDF | BibTeX
Machine Learning
Approximate Document Outlier Detection Using Random Spectral Projection
Mazin Aouf and Laurence A.F. Park
LNAI 7691, p. 579 ff.
Abstract | Full article in PDF | BibTeX
Exploration / Exploitation Trade-Off in Mobile Context-Aware Recommender Systems
Djallel Bouneffouf, Amel Bouzeghoub, and Alda Lopes Gançarski
LNAI 7691, p. 591 ff.
Abstract | Full article in PDF | BibTeX
Simultaneous Interval Regression for K-Nearest Neighbor
Mohammad Ghasemi Hamed, Mathieu Serrurier, and Nicolas Durand
LNAI 7691, p. 602 ff.
Abstract | Full article in PDF | BibTeX
Kernel-Tree: Mining Frequent Patterns in a Data Stream Based on Forecast Support
David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, and Russel Pears
LNAI 7691, p. 614 ff.
Abstract | Full article in PDF | BibTeX
An Empirical Comparison of Two Common Multiobjective Reinforcement Learning Algorithms
Rustam Issabekov and Peter Vamplew
LNAI 7691, p. 626 ff.
Abstract | Full article in PDF | BibTeX
A Comparative Study of Sampling Methods and Algorithms for Imbalanced Time Series Classification
Guohua Liang and Chengqi Zhang
LNAI 7691, p. 637 ff.
Abstract | Full article in PDF | BibTeX
An Efficient Adversarial Learning Strategy for Constructing Robust Classification Boundaries
Wei Liu, Sanjay Chawla, James Bailey, Christopher Leckie, and Kotagiri Ramamohanarao
LNAI 7691, p. 649 ff.
Abstract | Full article in PDF | BibTeX
Signal Selection for Sleep Apnea Classification
Yashar Maali and Adel Al-Jumaily
LNAI 7691, p. 661 ff.
Abstract | Full article in PDF | BibTeX
Minimum Message Length Inference and Mixture Modelling of Inverse Gaussian Distributions
Daniel F. Schmidt and Enes Makalic
LNAI 7691, p. 672 ff.
Abstract | Full article in PDF | BibTeX
A Probabilistic Least Squares Approach to Ordinal Regression
P.K. Srijith, Shirish Shevade, and S. Sundararajan
LNAI 7691, p. 683 ff.
Abstract | Full article in PDF | BibTeX
Bagging Ensemble Selection for Regression
Quan Sun and Bernhard Pfahringer
LNAI 7691, p. 695 ff.
Abstract | Full article in PDF | BibTeX
Fixed Frame Temporal Pooling
John Thornton, Linda Main, and Andrew Srbic
LNAI 7691, p. 707 ff.
Abstract | Full article in PDF | BibTeX
DIKEA: Domain-Independent Keyphrase Extraction Algorithm
David X. Wang, Xiaoying Gao, and Peter Andreae
LNAI 7691, p. 719 ff.
Abstract | Full article in PDF | BibTeX
Evolving Event Detectors in Multi-channel Sensor Data
Feng Xie, Andy Song, and Vic Ciesielski
LNAI 7691, p. 731 ff.
Abstract | Full article in PDF | BibTeX
Improving Classification Accuracy on Uncertain Data by Considering Multiple Subclasses
Lei Xu and Edward Hung
LNAI 7691, p. 743 ff.
Abstract | Full article in PDF | BibTeX
Planning and Scheduling
Hierarchical Multi-agent Distribution Planning
Tony Allard and Slava Shekh
LNAI 7691, p. 755 ff.
Abstract | Full article in PDF | BibTeX
Generating Project Plans for Data Center Transformations
Amrit Lal Ahuja and Girish Keshav Palshikar
LNAI 7691, p. 767 ff.
Abstract | Full article in PDF | BibTeX
Planning with Action Prioritization and New Benchmarks for Classical Planning
Kamalesh Ghosh, Pallab Dasgupta, and S. Ramesh
LNAI 7691, p. 779 ff.
Abstract | Full article in PDF | BibTeX
Efficient Solution of Capacitated Arc Routing Problems with a Limited Computational Budget
Min Liu and Tapabrata Ray
LNAI 7691, p. 791 ff.
Abstract | Full article in PDF | BibTeX
Block-Structured Plan Deordering
Fazlul Hasan Siddiqui and Patrik Haslum
LNAI 7691, p. 803 ff.
Abstract | Full article in PDF | BibTeX
Ride-Sharing: A Multi Source-Destination Path Planning Approach
Jamal Yousaf, Juanzi Li, Lu Chen, Jie Tang, Xiaowen Dai, and John Du
LNAI 7691, p. 815 ff.
Abstract | Full article in PDF | BibTeX
Robotics
A Novel Approach to Ball Detection for Humanoid Robot Soccer
David Budden, Shannon Fenn, Josiah Walker, and Alexandre Mendes
LNAI 7691, p. 827 ff.
Abstract | Full article in PDF | BibTeX
Analysis of Cluster Formation Techniques for Multi-robot Task Allocation Using Sequential Single-Cluster Auctions
Bradford Heap and Maurice Pagnucco
LNAI 7691, p. 839 ff.
Abstract | Full article in PDF | BibTeX
On-Line Model-Based Continuous State Reinforcement Learning Using Background Knowledge
Bernhard Hengst
LNAI 7691, p. 851 ff.
Abstract | Full article in PDF | BibTeX
Uncertainty in AI
A Novel D-S Theory Based AHP Decision Apparatus under Subjective Factor Disturbances
Wenjun Ma, Xudong Luo, and Wei Xiong
LNAI 7691, p. 863 ff.
Abstract | Full article in PDF | BibTeX
MML Logistic Regression with Translation and Rotation Invariant Priors
Enes Makalic and Daniel F. Schmidt
LNAI 7691, p. 878 ff.
Abstract | Full article in PDF | BibTeX
Probabilistic Model-Based Assessment of Information Quality in Uncertain Domains
Steffen Michels, Marina Velikova, and Peter J.F. Lucas
LNAI 7691, p. 890 ff.
Abstract | Full article in PDF | BibTeX
Causal Discovery of Dynamic Bayesian Networks
Cora Beatriz Pérez-Ariza, Ann E. Nicholson, Kevin B. Korb, Steven Mascaro, and Chao Heng Hu
LNAI 7691, p. 902 ff.
Abstract | Full article in PDF | BibTeX
Author Index
LNAI 7691, p. 915 ff.
Author Index in PDF
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