Mehmet A. Orgun, John Thornton (Eds.):
AI 2007: Advances in Artificial Intelligence, 20th Australian Joint Conference on Artificial Intelligence, Gold Coast, Australia, December 2-6, 2007, Proceedings.
Lecture Notes in Computer Science 4830 Springer 2007, ISBN 978-3-540-76926-2 
Invited Talks
Machine Learning
- Alexandra M. Carvalho, Arlindo L. Oliveira, Marie-France Sagot:
Efficient Learning of Bayesian Network Classifiers.
16-25
- Junbin Gao, Richard Y. Xu:
Mixture of the Robust L1 Distributions and Its Applications.
26-35
- Ole-Christoffer Granmo, B. John Oommen:
On Using a Hierarchy of Twofold Resource Allocation Automata to Solve Stochastic Nonlinear Resource Allocation Problems.
36-47
- Sumukh Ghodke, Timothy Baldwin:
An Investigation into the Interaction Between Feature Selection and Discretization: Learning How and When to Read Numbers.
48-57
- Bernhard Hengst:
Safe State Abstraction and Reusable Continuing Subtasks in Hierarchical Reinforcement Learning.
58-67
- Shunkai Fu, Michel Desmarais:
Local Learning Algorithm for Markov Blanket Discovery.
68-79
- Feng Liu, Fengzhan Tian, QiLiang Zhu:
A Novel Ordering-Based Greedy Bayesian Network Learning Algorithm on Limited Data.
80-89
- Bernhard Pfahringer, Geoffrey Holmes, Richard Kirkby:
New Options for Hoeffding Trees.
90-99
Neural Networks
Evolutionary Computing
Constraint Satisfaction
Satisfiability
Automated Reasoning
Knowledge Discovery
Robotics
Social Intelligence
Ontologies and Semantic Web
Natural Language Systems
- Samuel W. K. Chan:
A Decision Tree Approach to Sentence Chunking.
425-434
- Robert Dale, Pawel P. Mazur:
The Semantic Representation of Temporal Expressions in Text.
435-444
- Kyongho Min, William H. Wilson, Byeong Ho Kang:
Effectiveness of Methods for Syntactic and Semantic Recognition of Numeral Strings: Tradeoffs Between Number of Features and Length of Word N-Grams.
445-455
- Stoyan Mihov, Petar Mitankin, Annette Gotscharek, Ulrich Reffle, Klaus U. Schulz, Christoph Ringlstetter:
Using Automated Error Profiling of Texts for Improved Selection of Correction Candidates for Garbled Tokens.
456-465
- Michael Niemann, Ingrid Zukerman, Enes Makalic, Sarah George:
Hypothesis Generation and Maintenance in the Interpretation of Spoken Utterances.
466-475
Knowledge Representation
Expert Systems
Applications of AI
- A. P. Dalgleish, David L. Dowe, Imants D. Svalbe:
Tomographic Reconstruction of Images from Noisy Projections - A Preliminary Study.
539-548
- Rob Fearn, Raymond Williams, R. Mike Cameron-Jones, Julian Harrington, Jayson Semmens:
Automated Intelligent Abundance Analysis of Scallop Survey Video Footage.
549-558
- Michael Horton, R. Mike Cameron-Jones, Raymond Williams:
Multiple Classifier Object Detection with Confidence Measures.
559-568
- Jiaming Li, Geoff Poulton, Geoff James:
Agent-Based Distributed Energy Management.
569-578
- Julie Main, Tharam S. Dillon, Mary Witten:
Adaptation Knowledge from the Case Base.
579-588
- Peter J. Tan, David L. Dowe, Trevor I. Dix:
Building Classification Models from Microarray Data with Tree-Based Classification Algorithms.
589-598
- P. J. Uren, R. Mike Cameron-Jones, Arthur H. J. Sale:
MAUSA: Using Simulated Annealing for Guide Tree Construction in Multiple Sequence Alignment.
599-608
Short Papers
- Grigoris Antoniou, Nikos Dimaresis, Guido Governatori:
A System for Modal and Deontic Defeasible Reasoning.
609-613
- Stuart Bain:
Time-Reversal in Conway's Life as SAT.
614-618
- Hien T. Nguyen, Tru H. Cao:
A Knowledge-Based Approach to Named Entity Disambiguation in News Articles.
619-624
- Ri Choe, Taejin Park, Seung Min Ok, Kwang Ryel Ryu:
Real-Time Scheduling for Non-crossing Stacking Cranes in an Automated Container Terminal.
625-631
- Andrew Czarn, Cara MacNish, Kaipillil Vijayan, Berwin A. Turlach:
The Detrimentality of Crossover.
632-636
- Jeremiah D. Deng, Matthew T. Gleeson:
Automatic Sapstain Detection in Processed Timber.
637-641
- Peter Geibel, Ulf Krumnack, Olga Pustylnikov, Alexander Mehler, Helmar Gust, Kai-Uwe Kühnberger:
Structure-Sensitive Learning of Text Types.
642-646
- Steve Green, Michael Blumenstein:
A Comparison of Neural-Based Techniques Investigating Rotational Invariance for Upright People Detection in Low Resolution Imagery.
647-653
- Chonghui Guo, Hong Li:
Multilevel Thresholding Method for Image Segmentation Based on an Adaptive Particle Swarm Optimization Algorithm.
654-658
- Yi Guo, Junbin Gao, Paul Wing Hing Kwan:
Twin Kernel Embedding with Relaxed Constraints on Dimensionality Reduction for Structured Data.
659-663
- Dai Hasegawa, Rafal Rzepka, Kenji Araki:
Evaluation of Connectives Acquisition in a Humanoid Robot Using Direct Physical Feedback.
664-668
- Sattar Hashemi, Ying Yang, Majid Pourkashani, Mohammad Reza Kangavari:
To Better Handle Concept Change and Noise: A Cellular Automata Approach to Data Stream Classification.
669-674
- Jianying He, Haihua Yan, Maozhong Jin, Chao Liu:
Categorizing Software Engineering Knowledge Using a Combination of SWEBOK and Text Categorization.
675-681
- Henry Huang, Frédéric Maire, Narongdech Keeratipranon:
An Improved Probability Density Function for Representing Landmark Positions in Bearing-Only SLAM Systems.
682-686
- Abdelraouf Ishtaiwi, John Thornton, Abdul Sattar:
Weight Redistribution for Unweighted MAX-SAT.
687-693
- Bin Jiang, Huidong Jin, Nianjun Liu, Mike Quirk, Ben Searle:
A HMM-Based Hierarchical Framework for Long-Term Population Projection of Small Areas.
694-698
- He Jiang, Xianchao Zhang, MingChu Li:
Backbone of the p-Median Problem.
699-704
- Asad I. Khan, Anang Hudaya Muhamad Amin:
One Shot Associative Memory Method for Distorted Pattern Recognition.
705-709
- Yun Sing Koh, Russel Pears:
Efficiently Finding Negative Association Rules Without Support Threshold.
710-714
- ChenGuang Liu:
A Data Mining Algorithm for Designing the Conventional Cellular Manufacturing Systems.
715-720
- Yanzhi Li, Yi Tao, Fan Wang:
A Compromised Large-Scale Neighborhood Search Heuristic for Cargo Loading Planning.
721-726
- Melissa Liew, Langford B. White:
Concurrent Temporal Planning Using Timed Petri Nets - Policy Evaluation.
727-731
- José David Martín-Guerrero, Emilio Soria-Olivas, Marcelino Martínez-Sober, Mónica Climente-Martí, Teresa De Diego-Santos, N. Víctor Jiménez:
Validation of a Reinforcement Learning Policy for Dosage Optimization of Erythropoietin.
732-738
- John Mashford, Paul Davis, Mike Rahilly:
Pixel-Based Colour Image Segmentation Using Support Vector Machine for Automatic Pipe Inspection.
739-743
- Manuel Medina González, Hirosato Nomura:
An Approach to Spanish Subjunctive Mood in Japanese to Spanish Machine Translation.
744-748
- Katsunori Nakamura, Akira Fusaoka:
Reasoning About Hybrid Systems Based on a Nonstandard Model.
749-754
- Vladimir Nikulin, Geoffrey J. McLachlan:
Merging Algorithm to Reduce Dimensionality in Application to Web-Mining.
755-761
- Jung-Eun Park, Kyung-Whan Oh:
Human Behavior Analysis for Human-Robot Interaction in Indoor Environments.
762-768
- Grant Patterson, Mengjie Zhang:
Fitness Functions in Genetic Programming for Classification with Unbalanced Data.
769-775
- Wayne J. Pullan:
Protein Structure Alignment Using Maximum Cliques and Local Search.
776-780
- Umair Rafique, Shell-Ying Huang:
SMART: Structured Memory for Abstract Reasoning and Thinking.
781-785
- Edgar Scavino, Dzuraidah Abdul Wahab, Hassan Basri, Mohd. Marzuki Mustafa, Aini Hussain:
An Efficient Segmentation Technique for Known Touching Objects Using a Genetic Algorithm Approach.
786-790
- Andrea Stubbe, Christoph Ringlstetter, Randy Goebel:
Elements of a Learning Interface for Genre Qualified Search.
791-797
- Yuzu Uchida, Kenji Araki:
A System for Acquisition of Noun Concepts from Utterances for Images Using the Label Acquisition Rules.
798-802
- Richard J. Wallace, Stuart Bain:
Branching Rules for Satisfiability Analysed with Factor Analysis.
803-809
- Pengyi Yang, Zili Zhang:
Hybrid Methods to Select Informative Gene Sets in Microarray Data Classification.
810-814
- Yumin Yang, Chonghui Guo, Zunquan Xia:
An EM Algorithm for Independent Component Analysis Using an AR-GGD Source Model.
815-819
- Bailing Zhang, Tuan D. Pham, Yanchun Zhang:
Bagging Support Vector Machine for Classification of SELDI-ToF Mass Spectra of Ovarian Cancer Serum Samples.
820-826
- Huaifeng Zhang, Yanchang Zhao, Longbing Cao, Chengqi Zhang:
Class Association Rule Mining with Multiple Imbalanced Attributes.
827-831
- Xufei Wang, Chunping Li:
DBSC: A Dependency-Based Subspace Clustering Algorithm for High Dimensional Numerical Datasets.
832-837
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