| Description |
1 online resource (xix, 917 pages) : illustrations |
| Series |
Lecture notes in computer science, 0302-9743 ; 7691. Lecture notes in artificial intelligence |
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LNCS sublibrary. SL 7, Artificial intelligence |
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Lecture notes in computer science ; 7691. 0302-9743
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Lecture notes in computer science. Lecture notes in artificial intelligence
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LNCS sublibrary. SL 7, Artificial intelligence.
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| Contents |
Agents -- Measuring the Performance of Online Opponent Models in Automated Bilateral Negotiation / Tim Baarslag, Mark Hendrikx, Koen Hindriks, Catholijn Jonker -- Optimistic Agents Are Asymptotically Optimal / Peter Sunehag, Marcus Hutter -- An Enhanced Multi-Agent System with Evolution Mechanism to Approximate Physarum Transport Networks / Yuheng Wu, Zili Zhang, Yong Deng, Huan Zhou, Tao Qian -- Applications -- Predicting Shellfish Farm Closures with Class Balancing Methods / Claire D'Este, Ashfaqur Rahman, Alison Turnbull -- Automatic Han Chinese Folk Song Classification Using Extreme Learning Machines / Suisin Khoo, Zhihong Man, Zhenwei Cao -- People-to-People Recommendation Using Multiple Compatible Subgroups / Yang Sok Kim, Ashesh Mahidadia, Paul Compton, Alfred Krzywicki, Wayne Wobcke -- Automatic Scoring of Erythema and Scaling Severity in Psoriasis Diagnosis / Juan Lu, Ed Kazmiercazk, Jonathan H. Manton, Rodney Sinclair |
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A Multilayered Ensemble Architecture for the Classification of Masses in Digital Mammograms / Peter Mc Leod, Brijesh Verma -- Refined Distractor Generation with LSA and Stylometry for Automated Multiple Choice Question Generation / Josef Robert Moser, Christian Gütl, Wei Liu -- A New Genetic Algorithm for Simplified Protein Structure Prediction / Mahmood A. Rashid, Md. Tamjidul Hoque, M.A. Hakim Newton, Duc Nghia Pham, Abdul Sattar -- Generating Realistic Online Auction Data / Sidney Tsang, Gillian Dobbie, Yun Sing Koh -- Computer Vision -- A Robust Global Motion Estimation for Digital Video Stabilization / Behnam Babagholami-Mohamadabadi, Amin Jourabloo, Mohammad T. Manzuri-Shalmani -- Automatic Construction of Invariant Features Using Genetic Programming for Edge Detection / Wenlong Fu, Mark Johnston, Mengjie Zhang |
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An Abstract Deep Network for Image Classification / Anthony Knittel, Alan D. Blair -- A Dynamic Approach for Detecting Naturalistic Affective States from Facial Videos during HCI / Hamed Monkaresi, M.S. Hussain, Rafael A. Calvo -- Constraints and Search -- A Self-adaptive Differential Evolution Algorithm with Constraint Sequencing / Md. Asafuddoula, Tapabrata Ray, Ruhul Sarker -- On the Violation of Circuits in Decomposable Negation Normal Form / Lucas Bordeaux, Nina Narodytska -- The RegularGcc Matrix Constraint / Ronald de Haan, Nina Narodytska, Toby Walsh -- A Method to Avoid Duplicative Flipping in Local Search for SAT / Thach-Thao Duong, Duc Nghia Pham, Abdul Sattar -- Anytime Algorithms for Biobjective Heuristic Search / Priyankar Ghosh, Partha Pratim Chakrabarti, Pallab Dasgupta -- Constraints and Search -- ICHEA for Discrete Constraint Satisfaction Problems / Anurag Sharma, Dharmendra Sharma -- Anytime Column Search / Satya Gautam Vadlamudi, Piyush Gaurav, Sandip Aine, Partha Pratim Chakrabarti |
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Evolutionary Computation -- Genetic Programming for Biomarker Detection in Mass Spectrometry Data / Soha Ahmed, Mengjie Zhang, Lifeng Peng -- An Evolutionary Approach for the Design of Autonomous Underwater Vehicles / Khairul Alam, Tapabrata Ray, Sreenatha G. Anavatti -- Unsupervised Learning of Mutagenesis Molecules Structure Based on an Evolutionary-Based Features Selection in DARA / Rayner Alfred, Irwansah Amran, Leau Yu Beng, Tan Soo Fun -- Inference of a Phylogenetic Tree: Hierarchical Clustering versus Genetic Algorithm / Glenn Blanchette, Richard O'Keefe, Lubica Benuskova -- A Dimension Reduction Approach to Classification Based on Particle Swarm Optimisation and Rough Set Theory / Liam Cervante, Bing Xue, Lin Shang, Mengjie Zhang -- Evolving Plastic Neural Networks for Online Learning: Review and Future Directions / Oliver J. Coleman, Alan D. Blair |
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A Multimodal Problem for Competitive Coevolution / Philip Hingston, Tirtha Ranjeet, Chiou Peng Lam, Martin Masek -- XCSR with Computed Continuous Action / Muhammad Iqbal, Will N. Browne, Mengjie Zhang -- A Memetic Algorithm for Efficient Solution of 2D and 3D Shape Matching Problems / Mohammad Sharif Khan, Tapabrata Ray -- Local Search in Parallel Linear Genetic Programming for Multiclass Classification / Aaron Scoble, Mark Johnston, Mengjie Zhang -- Game Playing -- Opponent's Style Modeling Based on Situations for Bayesian Poker / Ruobing Li, Wenkai Li, Lin Shang, Yang Gao, Mengjie Zhang -- Game Designers Training First Person Shooter Bots / Michelle McPartland, Marcus Gallagher -- Games with Ambiguous Payoffs and Played by Ambiguity and Regret Minimising Players / Wei Xiong, Xudong Luo, Wenjun Ma -- Information Retrieval -- Query Expansion Powered by Wikipedia Hyperlinks / Carson Bruce, Xiaoying Gao, Peter Andreae, Shahida Jabeen |
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Constrained Grouped Sparsity / Yi Guo, Junbin Gao, Xia Hong -- Reverse Active Learning for Optimising Information Extraction Training Production / Dung Nguyen, Jon Patrick -- Adopting Relevance Feature to Learn Personalized Ontologies / Yan Shen, Yuefeng Li, Yue Xu -- Towards Domain Independent Why Text Segment Classification Based on Bag of Function Words / Katsuyuki Tanaka, Tetsuya Takiguchi, Yasuo Ariki -- Knowledge Representation -- A Delayed Splitting Bottom-Up Procedure for Model Generation / Kiyoshi Akama, Ekawit Nantajeewarawat -- A Goal-Oriented Algorithm for Unification in ELHR+ w.r.t. Cycle-Restricted Ontologies / Franz Baader, Stefan Borgwardt, Barbara Morawska -- Normal Modal Preferential Consequence / Katarina Britz, Thomas Meyer, Ivan Varzinczak -- Trust in Context / Abhaya C. Nayak -- Complex Analogies: Remarks on the Complexity of HDTP / Robert Robere, Tarek Richard Besold |
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A General Representation and Approximate Inference Algorithm for Sensing Actions / Hanne Vlaeminck, Joost Vennekens, Marc Denecker -- Systematicity, Accessibility, and Universal Properties / William H. Wilson, Steven Phillips -- RDL: Enhancing Description Logic with Rules / Yi Zhou, Yan Zhang -- Machine Learning -- Approximate Document Outlier Detection Using Random Spectral Projection / Mazin Aouf, Laurence A.F. Park -- Exploration / Exploitation Trade-Off in Mobile Context-Aware Recommender Systems / Djallel Bouneffouf, Amel Bouzeghoub, Alda Lopes Gançarski -- Simultaneous Interval Regression for K-Nearest Neighbor / Mohammad Ghasemi Hamed, Mathieu Serrurier, Nicolas Durand -- Kernel-Tree: Mining Frequent Patterns in a Data Stream Based on Forecast Support / David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie, Russel Pears -- An Empirical Comparison of Two Common Multiobjective Reinforcement Learning Algorithms / Rustam Issabekov, Peter Vamplew |
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A Comparative Study of Sampling Methods and Algorithms for Imbalanced Time Series Classification / Guohua Liang, Chengqi Zhang -- An Efficient Adversarial Learning Strategy for Constructing Robust Classification Boundaries / Wei Liu, Sanjay Chawla, James Bailey, Christopher Leckie, Kotagiri Ramamohanarao -- Signal Selection for Sleep Apnea Classification / Yashar Maali, Adel Al-Jumaily -- Minimum Message Length Inference and Mixture Modelling of Inverse Gaussian Distributions / Daniel F. Schmidt, Enes Makalic -- A Probabilistic Least Squares Approach to Ordinal Regression / P.K. Srijith, Shirish Shevade, S. Sundararajan -- Bagging Ensemble Selection for Regression / Quan Sun, Bernhard Pfahringer -- Fixed Frame Temporal Pooling / John Thornton, Linda Main, Andrew Srbic -- DIKEA: Domain-Independent Keyphrase Extraction Algorithm / David X. Wang, Xiaoying Gao, Peter Andreae -- Evolving Event Detectors in Multi-channel Sensor Data / Feng Xie, Andy Song, Vic Ciesielski |
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Improving Classification Accuracy on Uncertain Data by Considering Multiple Subclasses / Lei Xu, Edward Hung -- Planning and Scheduling -- Hierarchical Multi-agent Distribution Planning / Tony Allard, Slava Shekh -- Generating Project Plans for Data Center Transformations / Amrit Lal Ahuja, Girish Keshav Palshikar -- Planning with Action Prioritization and New Benchmarks for Classical Planning / Kamalesh Ghosh, Pallab Dasgupta, S. Ramesh -- Efficient Solution of Capacitated Arc Routing Problems with a Limited Computational Budget / Min Liu, Tapabrata Ray -- Block-Structured Plan Deordering / Fazlul Hasan Siddiqui, Patrik Haslum -- Ride-Sharing: A Multi Source-Destination Path Planning Approach / Jamal Yousaf, Juanzi Li, Lu Chen, Jie Tang, Xiaowen Dai, John Du |
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Robotics -- A Novel Approach to Ball Detection for Humanoid Robot Soccer / David Budden, Shannon Fenn, Josiah Walker, Alexandre Mendes -- Analysis of Cluster Formation Techniques for Multi-robot Task Allocation Using Sequential Single-Cluster Auctions / Bradford Heap, Maurice Pagnucco -- On-Line Model-Based Continuous State Reinforcement Learning Using Background Knowledge / Bernhard Hengst -- Uncertainty in AI -- A Novel D-S Theory Based AHP Decision Apparatus under Subjective Factor Disturbances / Wenjun Ma, Xudong Luo, Wei Xiong -- MML Logistic Regression with Translation and Rotation Invariant Priors / Enes Makalic, Daniel F. Schmidt -- Probabilistic Model-Based Assessment of Information Quality in Uncertain Domains / Steffen Michels, Marina Velikova, Peter J.F. Lucas -- Causal Discovery of Dynamic Bayesian Networks / Cora Beatriz Pérez-Ariza, Ann E. Nicholson, Kevin B. Korb, Steven Mascaro, Chao Heng Hu |
| Summary |
This book constitutes the refereed proceedings of the 25th Australasian Joint Conference on Artificial Intelligence, AI 2012, held in Sydney, Australia, in December 2012. 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 |
| Analysis |
computerwetenschappen |
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computer sciences |
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informatiesystemen |
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information systems |
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internet |
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beeldverwerking |
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image processing |
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machine vision |
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algoritmen |
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algorithms |
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computeranalyse |
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computer analysis |
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informatieontsluiting |
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information retrieval |
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informatieopslag |
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information storage |
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kunstmatige intelligentie |
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artificial intelligence |
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computational science |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Notes |
International conference proceedings |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
Print version record |
| Subject |
Artificial intelligence -- Congresses
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Informatique.
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Artificial intelligence
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| Genre/Form |
Conference papers and proceedings
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Software.
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| Form |
Electronic book
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| Author |
Thielscher, Michael.
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Zhang, Dongmo
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| ISBN |
9783642351013 |
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3642351018 |
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364235100X |
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9783642351006 |
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