AI 2012: Advances in Artificial Intelligence
Subtitle: 25th Australasian Joint Conference, Sydney, Australia, December 4-7, 2012. Proceedings
By: edited by Michael Thielscher, Dongmo Zhang
Contributors: Zhang, Dongmo; SpringerLink (Online service)
Series: Lecture Notes in Computer Science
Publisher: Springer Berlin Heidelberg; Imprint: Springer
Published: 2012
Place of publication: Berlin, Heidelberg
Language: eng
Format: [electronic resource] :
Number of pages: 917
ISBN-13: 9783642351013
Subjects: Image Processing and Computer Vision; Information organization; Information storage and retrieval systems; Computer science; Algorithm Analysis and Problem Complexity; Information retrieval; Computer vision; Information Systems Applications (incl. Internet); Artificial Intelligence (incl. Robotics); Computation by Abstract Devices; Artificial intelligence; Computer software
Description: This book constitutes the refereed proceedings of the 25th Australasian Joint Conference on Artificial Intelligence, AI 2012, held in Sydney, Australia, in December 2012. <br>The 76 revised full papers presented were carefully reviewed and selected from 196 submissions. The papers address a wide range of agents, applications, computer vision, constraints and search, game playing, information retrieval, knowledge representation, machine learning, planning and scheduling, robotics and uncertainty in AI.
Table of contents: title: <p>Agents; title: Measuring the Performance of Online Opponent Models in Automated Bilateral Negotiation; title: Optimistic Agents Are Asymptotically Optimal; title: An Enhanced Multi-Agent System with Evolution Mechanism to Approximate Physarum Transport Networks; title: Applications Predicting Shellfish Farm Closures with Class Balancing Methods; title: Automatic Han Chinese Folk Song Classification Using Extreme Learning Machines; title: People-to-People Recommendation Using Multiple Compatible Subgroups; title: Automatic Scoring of Erythema and Scaling Severity in Psoriasis Diagnosis; title: A Multilayered Ensemble Architecture for the Classification of Masses in Digital Mammograms; title: Refined Distractor Generation with LSA and Stylometry for Automated Multiple Choice Question Generation; title: A New Genetic Algorithm for Simplified Protein Structure Prediction; title: Generating Realistic Online Auction Data; title: Computer Vision A Robust Global Motion Estimation for Digital Video Stabilization; title: ^; title: Automatic Construction of Invariant Features Using Genetic Programming for Edge Detection; title: An Abstract Deep Network for Image Classification; title: A Dynamic Approach for Detecting Naturalistic Affective States from Facial Videos during HCI; title: Constraints and Search; title: A Self-adaptive Differential Evolution Algorithm with Constraint Sequencing; title: On the Violation of Circuits in Decomposable Negation Normal Form; title: The RegularGcc Matrix Constraint; title: A Method to Avoid Duplicative Flipping in Local Search for SAT; title: Anytime Algorithms for Biobjective Heuristic Search; title: ICHEA for Discrete Constraint Satisfaction Problems; title: Anytime Column Search; title: Evolutionary Computation Genetic Programming for Biomarker Detection in Mass Spectrometry Data; title: An Evolutionary Approach for the Design of Autonomous Underwater Vehicles; title: Unsupervised Learning of Mutagenesis Molecules Structure Based on an Evolutionary-Based Features Selection in DARA; title: ^; title: ^^; title: Inference of a Phylogenetic Tree: Hierarchical Clustering versus Genetic Algorithm; title: A Dimension Reduction Approach to Classification Based on Particle Swarm Optimisation and Rough Set Theory; title: Evolving Plastic Neural Networks for Online Learning: Review and Future Directions; title: A Multimodal Problem for Competitive Coevolution; title: XCSR with Computed Continuous Action; title: A Memetic Algorithm for Efficient Solution of 2D and 3D Shape Matching Problems; title: Local Search in Parallel Linear Genetic Programming for Multiclass Classification; title: Game Playing; title: Opponent’s Style Modeling Based on Situations for Bayesian Poker; title: Game Designers Training First Person Shooter Bots; title: Games with Ambiguous Payoffs and Played by Ambiguity and Regret Minimising Players; title: Information Retrieval Query Expansion Powered by Wikipedia Hyperlinks; title: Constrained Grouped Sparsity; title: Reverse Active Learning for Optimising Information Extraction Training Production; title: ^; title: ^^; title: Adopting Relevance Feature to Learn Personalized Ontologies; title: Towards Domain Independent Why Text Segment Classification Based on Bag of Function Words; title: Knowledge Representation A Delayed Splitting Bottom-Up Procedure for Model Generation; title: A Goal-Oriented Algorithm for Unification in ELHR+ w.r.t. Cycle-Restricted Ontologies; title: Normal Modal Preferential Consequence; title: Trust in Context; title: Complex Analogies: Remarks on the Complexity of HDTP; title: A General Representation and Approximate Inference Algorithm for Sensing Actions; title: Systematicity, Accessibility, and Universal Properties; title: RDL: Enhancing Description Logic with Rules; title: Machine Learning Approximate Document Outlier Detection Using Random Spectral Projection; title: Exploration / Exploitation Trade-Off in Mobile Context-Aware Recommender Systems; title: Simultaneous Interval Regression for K-Nearest Neighbor; title: Kernel-Tree: Mining Frequent Patterns in a Data Stream Based on Forecast Support; title: ^; title: ^^; title: An Empirical Comparison of Two Common Multiobjective Reinforcement Learning Algorithms; title: A Comparative Study of Sampling Methods and Algorithms for Imbalanced Time Series Classification; title: An Efficient Adversarial Learning Strategy for Constructing Robust Classification Boundaries; title: Signal Selection for Sleep Apnea Classification; title: Minimum Message Length Inference and Mixture Modelling of Inverse Gaussian Distributions; title: A Probabilistic Least Squares Approach to Ordinal Regression; title: Bagging Ensemble Selection for Regression; title: Fixed Frame Temporal Pooling; title: DIKEA: Domain-Independent Keyphrase Extraction Algorithm; title: Evolving Event Detectors in Multi-channel Sensor Data; title: Improving Classification Accuracy on Uncertain Data by Considering Multiple Subclasses; title: Planning and Scheduling; title: Hierarchical Multi-agent Distribution Planning; title: Generating Project Plans for Data Center Transformations; title: Planning with Action Prioritization and New Benchmarks for Classical Planning; title: ^; title: ^^; title: Efficient Solution of Capacitated Arc Routing Problems with a Limited Computational Budget; title: Block-Structured Plan Deordering; title: Ride-Sharing: A Multi Source-Destination Path Planning Approach; title: Robotics; title: A Novel Approach to Ball Detection for Humanoid Robot Soccer; title: Analysis of Cluster Formation Techniques for Multi-robot Task Allocation Using Sequential Single-Cluster Auctions; title: On-Line Model-Based Continuous State Reinforcement Learning Using Background Knowledge; title: Uncertainty in AI; title: A Novel D-S Theory Based AHP Decision Apparatus under Subjective Factor Disturbances; title: MML Logistic Regression with Translation and Rotation Invariant Priors; title: Probabilistic Model-Based Assessment of Information Quality in Uncertain Domains; title: Causal Discovery of Dynamic Bayesian Networks.</p>.; title: ^^