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Author Australasian Joint Conference on Artificial Intelligence (26th : 2013 : Dunedin, N.Z.)

Title AI 2013 : Advances in Artificial Intelligence : 26th Australasian Joint Conference, Dunedin, New Zealand, December 1-6, 2013. Proceedings / Stephen Cranefield, Abhaya Nayak (eds.)
Published Cham : Springer, 2013
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Description 1 online resource (xxii, 516 pages) : illustrations
Series Lecture Notes in artificial intelligence, 0302-9743 ; 8272
LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in computer science. Lecture notes in artificial intelligence ; 8272
LNCS sublibrary. SL 7, Artificial intelligence.
Contents Agents -- A Logical Framework of Bargaining with Integrity Constraints / Xiaoxin Jing, Dongmo Zhang, Xudong Luo -- Security Games with Ambiguous Information about Attacker Types / Youzhi Zhang, Xudong Luo, Wenjun Ma -- A Mechanism to Improve Efficiency for Negotiations with Incomplete Information / Quoc Bao Vo -- AI Applications -- Protein Fold Recognition Using an Overlapping Segmentation Approach and a Mixture of Feature Extraction Models / Abdollah Dehzangi [and others] -- Neighborhood Selection in Constraint-Based Local Search for Protein Structure Prediction / Swakkhar Shatabda, M.A. Hakim Newton, Abdul Sattar -- On Caching for Local Graph Clustering Algorithms / René Speck, Axel-Cyrille Ngonga Ngomo -- Provenance-Based Trust Estimation for Service Composition / Jing Jiang, Quan Bai -- 3D EEG Source Localisation: A Preliminary Investigation Using MML / Thi Han Kyaw, David L. Dowe
DEPTH: A Novel Algorithm for Feature Ranking with Application to Genome-Wide Association Studies / Enes Makalic, Daniel F. Schmidt, John L. Hopper -- Cognitive Modelling -- Evidence for Response Consistency Supports Polychronous Neural Groups as an Underlying Mechanism for Representation and Memory / Mira Guise, Alistair Knott, Lubica Benuskova -- A Neural Network Model of Visual Attention and Group Classification, and Its Performance in a Visual Search Task / Hayden Walles, Anthony Robins, Alistair Knott -- Affect Detection from Virtual Drama / Li Zhang, John Barnden, Alamgir Hossain -- Computer Vision -- A One-Shot Learning Approach to Image Classification Using Genetic Programming / Harith Al-Sahaf, Mengjie Zhang, Mark Johnston -- Event Detection Using Quantized Binary Code and Spatial-Temporal Locality Preserving Projections / Hanhe Lin, Jeremiah D. Deng, Brendon J. Woodford
Growing Neural Gas Video Background Model (GNG-BM) / Munir Shah, Jeremiah D. Deng, Brendon J. Woodford -- Sparse Principal Component Analysis via Joint L 2,1-Norm Penalty / Shi Xiaoshuang [and others] -- Image Segmentation with Adaptive Sparse Grids / Benjamin Peherstorfer [and others] -- Constraint Satisfaction, Search and Optimisation -- Diversify Intensification Phases in Local Search for SAT with a New Probability Distribution / Thach-Thao Duong, Duc-Nghia Pham, Abdul Sattar -- A New Efficient In Situ Sampling Model for Heuristic Selection in Optimal Search / Santiago Franco, Michael W. Barley, Patricia J. Riddle -- A Framework for the Evaluation of Methods for Road Traffic Assignment / Syed Galib, Irene Moser -- Constraint Optimization for Timetabling Problems Using a Constraint Driven Solution Model / Anurag Sharma, Dharmendra Sharma -- Evolutionary Computation
Learning Risky Driver Behaviours from Multi-Channel Data Streams Using Genetic Programming / Feng Xie [and others] -- Particle Swarm Optimisation and Statistical Clustering for Feature Selection / Mitchell C. Lane [and others] -- Evaluating the Seeding Genetic Algorithm / Ben Meadows [and others] -- A Constructive Artificial Chemistry to Explore Open-Ended Evolution / Thomas J. Young, Kourosh Neshatian -- Game Playing -- Game Description Language Compiler Construction / Jakub Kowalski, Marek Szykuła -- Model Checking for Reasoning about Incomplete Information Games / Xiaowei Huang, Ji Ruan, Michael Thielscher -- Neuroevolution for Micromanagement in the Real-Time Strategy Game Starcraft: Brood War / Jacky Shunjie Zhen, Ian Watson -- Towards General Game-Playing Robots: Models, Architecture and Game Controller / David Rajaratnam, Michael Thielscher -- Knowledge Representation and Reasoning
Bisimulation for Single-Agent Plausibility Models / Mikkel Birkegaard Andersen [and others] -- An Efficient Tableau for Linear Time Temporal Logic / Ji Bian, Tim French, Mark Reynolds -- Updates and Uncertainty in CP-Nets / Cristina Cornelio [and others] -- Some Complexity Results for Distance-Based Judgment Aggregation / Wojciech Jamroga, Marija Slavkovik -- Supraclassical Consequence Relations / Willem Labuschagne, Johannes Heidema, Katarina Britz -- Relative Expressiveness of Well-Founded Defeasible Logics / Michael J. Maher -- Conjunctive Query Answering in CFDnc : A PTIME Description Logic with Functional Constraints and Disjointness / David Toman, Grant Weddell -- Machine Learning and Data Mining -- Propositionalisation of Multi-instance Data Using Random Forests / Eibe Frank, Bernhard Pfahringer -- An Effective Method for Imbalanced Time Series Classification: Hybrid Sampling / Guohua Liang
Computer Aided Diagnosis of ADHD Using Brain Magnetic Resonance Images / B.S. Mahanand, R. Savitha, S. Suresh -- Evaluating Sparse Codes on Handwritten Digits / Linda Main [and others] -- Minimum Message Length Ridge Regression for Generalized Linear Models / Daniel F. Schmidt, Enes Makalic -- Ultimate Order Statistics-Based Prototype Reduction Schemes / Anu Thomas, B. John Oommen -- Group Recommender Systems: A Virtual User Approach Based on Precedence Mining / Venkateswara Rao Kagita, Arun K. Pujari, Vineet Padmanabhan -- A New Paradigm for Pattern Classification: Nearest Border Techniques / Yifeng Li [and others] -- Learning Polytrees with Constant Number of Roots from Data / Javad Safaei, Ján Maňuch, Ladislav Stacho
Natural Language Processing and Information Retrieval -- Enhanced N-Gram Extraction Using Relevance Feature Discovery / Mubarak Albathan, Yuefeng Li, Abdulmohsen Algarni -- Generating Context Templates for Word Sense Disambiguation / Samuel W.K. Chan -- Planning and Scheduling -- Evolving Stochastic Dispatching Rules for Order Acceptance and Scheduling via Genetic Programming / John Park [and others] -- Detecting Mutex Pairs in State Spaces by Sampling / Mehdi Sadeqi, Robert C. Holte, Sandra Zilles -- Scheduling for Optimal Response Times in Queues of Stochastic Workflows / Michal Wosko, Irene Moser, Khalid Mansour
Summary This book constitutes the refereed proceedings of the 26th Australasian Joint Conference on Artificial Intelligence, AI 2013, held in Dunedin, New Zealand, in December 2013. The 35 revised full papers and 19 revised short papers presented were carefully reviewed and selected from 120 submissions. The papers are organized in topical sections as agents; AI applications; cognitive modelling; computer vision; constraint satisfaction, search and optimisation; evolutionary computation; game playing; knowledge representation and reasoning; machine learning and data mining; natural language processing and information retrieval; planning and scheduling
Notes International conference proceedings
Includes author index
Online resource; title from PDF title page (SpringerLink, viewed November 11, 2013)
Subject Artificial intelligence -- Congresses.
Artificial Intelligence.
Genre/Form Conference papers and proceedings.
Conference papers and proceedings.
Form Electronic book
Author Cranefield, Stephen, editor
Nayak, Abhaya, editor
ISBN 9783319036809 (electronic bk.)
3319036807 (electronic bk.)
3319036793 (print)
9783319036793 (print)