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ORCID25. Australasian Joint Conference on Artificial Intelligence 2012: Sydney, Australia
- Michael Thielscher, Dongmo Zhang:
AI 2012: Advances in Artificial Intelligence - 25th Australasian Joint Conference, Sydney, Australia, December 4-7, 2012. Proceedings. Lecture Notes in Computer Science 7691, Springer 2012, ISBN 978-3-642-35100-6
Agents
- Tim Baarslag
, Mark Hendrikx, Koen V. Hindriks, Catholijn M. Jonker:
Measuring the Performance of Online Opponent Models in Automated Bilateral Negotiation. 1-14 - Peter Sunehag, Marcus Hutter:
Optimistic Agents Are Asymptotically Optimal. 15-26 - Yuheng Wu, Zili Zhang, Yong Deng, Huan Zhou, Tao Qian:
An Enhanced Multi-Agent System with Evolution Mechanism to Approximate Physarum Transport Networks. 27-38
Applications
- Claire D'Este, Ashfaqur Rahman, Alison Turnbull:
Predicting Shellfish Farm Closures with Class Balancing Methods. 39-48 - Suisin Khoo, Zhihong Man, Zhenwei Cao:
Automatic Han Chinese Folk Song Classification Using Extreme Learning Machines. 49-60 - Yang Sok Kim, Ashesh Mahidadia, Paul Compton, Alfred Krzywicki, Wayne Wobcke, Xiongcai Cai, Michael Bain:
People-to-People Recommendation Using Multiple Compatible Subgroups. 61-72 - Juan Lu, Ed Kazmierczak, Jonathan H. Manton, Rodney Sinclair:
Automatic Scoring of Erythema and Scaling Severity in Psoriasis Diagnosis. 73-84 - Peter McLeod, Brijesh K. Verma:
A Multilayered Ensemble Architecture for the Classification of Masses in Digital Mammograms. 85-94 - Josef Robert Moser, Christian Gütl, Wei Liu:
Refined Distractor Generation with LSA and Stylometry for Automated Multiple Choice Question Generation. 95-106 - Mahmood A. Rashid, Md. Tamjidul Hoque, M. A. Hakim Newton, Duc Nghia Pham, Abdul Sattar:
A New Genetic Algorithm for Simplified Protein Structure Prediction. 107-119 - Sidney Tsang, Gillian Dobbie, Yun Sing Koh:
Generating Realistic Online Auction Data. 120-131
Computer Vision
- Behnam Babagholami-Mohamadabadi, Amin Jourabloo, Mohammad T. Manzuri Shalmani:
A Robust Global Motion Estimation for Digital Video Stabilization. 132-143 - Wenlong Fu, Mark Johnston, Mengjie Zhang:
Automatic Construction of Invariant Features Using Genetic Programming for Edge Detection. 144-155 - Anthony Knittel, Alan D. Blair:
An Abstract Deep Network for Image Classification. 156-169 - Hamed Monkaresi, M. Sazzad Hussain, Rafael A. Calvo:
A Dynamic Approach for Detecting Naturalistic Affective States from Facial Videos during HCI. 170-181
Constraints and Search
- Md. Asafuddoula, Tapabrata Ray, Ruhul A. Sarker:
A Self-adaptive Differential Evolution Algorithm with Constraint Sequencing. 182-193 - Lucas Bordeaux, Nina Narodytska:
On the Violation of Circuits in Decomposable Negation Normal Form. 194-205 - Ronald de Haan, Nina Narodytska, Toby Walsh:
The RegularGcc Matrix Constraint. 206-217 - Thach-Thao Duong, Duc Nghia Pham, Abdul Sattar:
A Method to Avoid Duplicative Flipping in Local Search for SAT. 218-229 - Priyankar Ghosh, Partha Pratim Chakrabarti, Pallab Dasgupta:
Anytime Algorithms for Biobjective Heuristic Search. 230-241 - Anurag Sharma, Dharmendra Sharma:
ICHEA for Discrete Constraint Satisfaction Problems. 242-253 - Satya Gautam Vadlamudi, Piyush Gaurav, Sandip Aine, Partha Pratim Chakrabarti:
Anytime Column Search. 254-265
Evolutionary Computation
- Soha Ahmed, Mengjie Zhang, Lifeng Peng:
Genetic Programming for Biomarker Detection in Mass Spectrometry Data. 266-278 - Khairul Alam, Tapabrata Ray, Sreenatha G. Anavatti:
An Evolutionary Approach for the Design of Autonomous Underwater Vehicles. 279-290 - Rayner Alfred, Irwansah Amran, Leau Yu Beng, Tan Soo Fun:
Unsupervised Learning of Mutagenesis Molecules Structure Based on an Evolutionary-Based Features Selection in DARA. 291-299 - Glenn Blanchette, Richard A. O'Keefe, Lubica Benuskova:
Inference of a Phylogenetic Tree: Hierarchical Clustering versus Genetic Algorithm. 300-312 - Liam Cervante, Bing Xue, Lin Shang, Mengjie Zhang:
A Dimension Reduction Approach to Classification Based on Particle Swarm Optimisation and Rough Set Theory. 313-325 - Oliver J. Coleman, Alan D. Blair:
Evolving Plastic Neural Networks for Online Learning: Review and Future Directions. 326-337 - Philip Hingston, Tirtha R. Ranjeet, Chiou Peng Lam, Martin Masek:
A Multimodal Problem for Competitive Coevolution. 338-349 - Muhammad Iqbal, Will N. Browne, Mengjie Zhang:
XCSR with Computed Continuous Action. 350-361 - Mohammad Sharif Khan, Tapabrata Ray:
A Memetic Algorithm for Efficient Solution of 2D and 3D Shape Matching Problems. 362-372 - Aaron Scoble, Mark Johnston, Mengjie Zhang:
Local Search in Parallel Linear Genetic Programming for Multiclass Classification. 373-384
Game Playing
- Ruobing Li, Wenkai Li, Lin Shang, Yang Gao, Mengjie Zhang:
Opponent's Style Modeling Based on Situations for Bayesian Poker. 385-396 - Michelle McPartland, Marcus Gallagher:
Game Designers Training First Person Shooter Bots. 397-408 - Wei Xiong, Xudong Luo, Wenjun Ma:
Games with Ambiguous Payoffs and Played by Ambiguity and Regret Minimising Players. 409-420
Information Retrieval
- Carson Bruce, Xiaoying Gao, Peter Andreae, Shahida Jabeen:
Query Expansion Powered by Wikipedia Hyperlinks. 421-432 - Yi Guo, Junbin Gao, Xia Hong:
Constrained Grouped Sparsity. 433-444 - Dung Nguyen, Jon David Patrick:
Reverse Active Learning for Optimising Information Extraction Training Production. 445-456 - Yan Shen, Yuefeng Li, Yue Xu:
Adopting Relevance Feature to Learn Personalized Ontologies. 457-468 - Katsuyuki Tanaka, Tetsuya Takiguchi, Yasuo Ariki:
Towards Domain Independent Why Text Segment Classification Based on Bag of Function Words. 469-480
Knowledge Representation
- Kiyoshi Akama, Ekawit Nantajeewarawat:
A Delayed Splitting Bottom-Up Procedure for Model Generation. 481-492 - Franz Baader, Stefan Borgwardt, Barbara Morawska:
A Goal-Oriented Algorithm for Unification in ℇℒℋR+ w.r.t. Cycle-Restricted Ontologies. 493-504 - Katarina Britz, Thomas Meyer, Ivan Varzinczak:
Normal Modal Preferential Consequence. 505-516 - Abhaya C. Nayak:
Trust in Context. 517-529 - Robert Robere, Tarek Richard Besold:
Complex Analogies: Remarks on the Complexity of HDTP. 530-542 - Hanne Vlaeminck, Joost Vennekens, Marc Denecker:
A General Representation and Approximate Inference Algorithm for Sensing Actions. 543-554 - William H. Wilson, Steven Phillips:
Systematicity, Accessibility, and Universal Properties. 555-566 - Yi Zhou, Yan Zhang:
RDL: Enhancing Description Logic with Rules. 567-578
Machine Learning
- Mazin Aouf, Laurence Anthony F. Park:
Approximate Document Outlier Detection Using Random Spectral Projection. 579-590 - Djallel Bouneffouf, Amel Bouzeghoub, Alda Lopes Gançarski:
Exploration / Exploitation Trade-Off in Mobile Context-Aware Recommender Systems. 591-601 - Mohammad Ghasemi Hamed, Mathieu Serrurier, Nicolas Durand:
Simultaneous Interval Regression for K-Nearest Neighbor. 602-613 - David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Russel Pears:
Kernel-Tree: Mining Frequent Patterns in a Data Stream Based on Forecast Support. 614-625 - Rustam Issabekov, Peter Vamplew:
An Empirical Comparison of Two Common Multiobjective Reinforcement Learning Algorithms. 626-636 - Guohua Liang, Chengqi Zhang:
A Comparative Study of Sampling Methods and Algorithms for Imbalanced Time Series Classification. 637-648 - Wei Liu, Sanjay Chawla, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao:
An Efficient Adversarial Learning Strategy for Constructing Robust Classification Boundaries. 649-660 - Yashar Maali, Adel Al-Jumaily:
Signal Selection for Sleep Apnea Classification. 661-671 - Daniel F. Schmidt, Enes Makalic:
Minimum Message Length Inference and Mixture Modelling of Inverse Gaussian Distributions. 672-682 - P. K. Srijith, Shirish K. Shevade, S. Sundararajan:
A Probabilistic Least Squares Approach to Ordinal Regression. 683-694 - Quan Sun, Bernhard Pfahringer:
Bagging Ensemble Selection for Regression. 695-706 - John Thornton, Linda Main, Andrew Srbic:
Fixed Frame Temporal Pooling. 707-718 - David X. Wang, Xiaoying Gao, Peter Andreae:
DIKEA: Domain-Independent Keyphrase Extraction Algorithm. 719-730 - Feng Xie, Andy Song, Victor Ciesielski:
Evolving Event Detectors in Multi-channel Sensor Data. 731-742 - Lei Xu, Edward Hung:
Improving Classification Accuracy on Uncertain Data by Considering Multiple Subclasses. 743-754
Planning and Scheduling
- Tony Allard, Slava Shekh:
Hierarchical Multi-agent Distribution Planning. 755-766 - Amrit Lal Ahuja, Girish Keshav Palshikar:
Generating Project Plans for Data Center Transformations. 767-778 - Kamalesh Ghosh, Pallab Dasgupta, S. Ramesh:
Planning with Action Prioritization and New Benchmarks for Classical Planning. 779-790 - Min Liu, Tapabrata Ray:
Efficient Solution of Capacitated Arc Routing Problems with a Limited Computational Budget. 791-802 - Fazlul Hasan Siddiqui, Patrik Haslum:
Block-Structured Plan Deordering. 803-814 - Jamal Yousaf, Juanzi Li, Lu Chen, Jie Tang, Xiaowen Dai, John Du:
Ride-Sharing: A Multi Source-Destination Path Planning Approach. 815-826
Robotics
- David M. Budden, Shannon Fenn, Josiah Walker, Alexandre Mendes:
A Novel Approach to Ball Detection for Humanoid Robot Soccer. 827-838 - Bradford Heap, Maurice Pagnucco:
Analysis of Cluster Formation Techniques for Multi-robot Task Allocation Using Sequential Single-Cluster Auctions. 839-850 - Bernhard Hengst:
On-Line Model-Based Continuous State Reinforcement Learning Using Background Knowledge. 851-862
Uncertainty in AI
- Wenjun Ma, Xudong Luo, Wei Xiong:
A Novel D-S Theory Based AHP Decision Apparatus under Subjective Factor Disturbances. 863-877 - Enes Makalic, Daniel F. Schmidt:
MML Logistic Regression with Translation and Rotation Invariant Priors. 878-889 - Steffen Michels, Marina Velikova, Peter J. F. Lucas:
Probabilistic Model-Based Assessment of Information Quality in Uncertain Domains. 890-901 - Cora Beatriz Pérez-Ariza, Ann E. Nicholson, Kevin B. Korb, Steven Mascaro, Chao Heng Hu:
Causal Discovery of Dynamic Bayesian Networks. 902-913
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