| Description |
1 online resource (xvii, 528 pages) : illustrations |
| Series |
Lecture notes in computer science, 0302-9743 ; 6464 |
|
Lecture notes in artificial intelligence |
|
Lecture notes in computer science ; 6464.
|
|
Lecture notes in computer science. Lecture notes in artificial intelligence
|
| Contents |
Note continued: Statistical Learning -- Dimensionality Reduction for Classification through Visualisation Using L1SNE / Junbin Gao -- Review of Modern Logistic Regression Methods with Application to Small and Medium Sample Size Problems / Daniel Francis Schmidt -- Behaviour of the Akaike Information Criterion When Applied to Non-nested Sequences of Models / Enes Makalic -- Unbounded Knowledge Acquisition Based Upon Mutual Information in Dependent Questions / Chris van De Molen -- Evolutionary Computation -- Comparison of Classification Strategies in Genetic Programming with Unbalanced Data / Mark Johnston -- Encoding Scheme for Cooperative Coevolutionary Feedforward Neural Networks / Mengjie Zhang -- Evolving Cooperation in the Spatial N-player Snowdrift Game / Michael Kirley -- Sampling Methods in Genetic Programming for Classification with Unbalanced Data / Mengjie Zhang -- ̂ Evolutionary Non Photo-ealistic Animations with Triangular Brushstrokes / Marsha Berry -- Cellular Differential Evolution Algorithm / Hitoshi Iba -- Comparative Study of CMA-ES on Large Scale Global Optimisation / Xiaodong Li -- Particle Swarm Optimization -- Hybrid Particle Swarm Optimisation Algorithms Based on Differential Evolution and Local Search / Mengjie Zhang -- Edge and Corner Extraction Using Particle Swarm Optimisation / Mengjie Zhang -- Fuzzy Adaptive Artificial Fish Swarm Algorithm / Mohammad Reza Meybodi -- Intelligent Agent -- Honourable Negotiator: When the Relationship Is What Matters / Simeon Simoff -- Tuning Java to Run Interactive Multiagent Simulations over Jason / Juan M. Orduna -- Emergence of Cooperation in a Bio-inspired Multi-agent System / Hitoshi Iba -- Efficient Approach for Ordering Outcomes and Making Social Choices with CP-Nets / Ryszard Kowalczyk -- ̂ Real-Time Coordination of Concurrent Multiple Bilateral Negotiations under Time Constraints / Bao Quoc Bao Vo |
|
Note continued: Logic for Reasoning about Actions and Explicit Observations / Alexander Ferrein -- Search and Planning -- Taking Learning Out of Real-Time Heuristic Search for Video-Game Pathfinding / Vadim Bulitko -- Heuristic Planning with SAT: Beyond Uninformed Depth-First Search / Jussi Rintanen -- Performance of Infeasibility Empowered Memetic Algorithm (IEMA) on Engineering Design Problems / Warren Smith -- Natural Language Processing -- Short-Text Similarity Measurement Using Word Sense Disambiguation and Synonym Expansion / Andrew Skabar -- LEXA: Towards Automatic Legal Citation Classification / Achim Hoffmann -- Hazardous Document Detection Based on Dependency Relations and Thesaurus / Yasuhiro Takisima -- Improving Sentence Similarity Measurement by Incorporating Sentential Word Importance / Khaled Abdalgader -- AI Applications -- Collaborative Filtering for People to People Recommendation in Social Networks / Ashesh Mahidadia -- Head X: Customizable Audiovisual Synthesis for a Multi-purpose Virtual Head / David Powers -- Diagnosing Component Interaction Errors from Abstract Event Traces / Markus Stumptner -- Evaluating Sequential Single-Item Auctions for Dynamic Task Allocation / Maurice Pagnucco -- Maximal Matching for Double Auction / Laurent Perrussel |
| Summary |
This book constitutes the refereed proceedings of the 23rd Australasian Joint Conference on Artificial Intelligence, AI 2010, held in Adelaide, Australia, in December 2010. The 52 revised full papers presented were carefully reviewed and selected from 112 submissions. The papers are organized in topical sections on knowledge representation and reasoning; data mining and knowledge discovery; machine learning; statistical learning; evolutionary computation; particle swarm optimization; intelligent agent; search and planning; natural language processing; and AI applications |
| Bibliography |
Includes bibliographical references |
| Notes |
Print version record |
| Subject |
Artificial intelligence -- Congresses
|
|
Informatique.
|
|
Artificial intelligence
|
| Genre/Form |
proceedings (reports)
|
|
Conference papers and proceedings
|
|
Conference papers and proceedings.
|
|
Actes de congrès.
|
| Form |
Electronic book
|
| Author |
Li, Jiuyong.
|
| ISBN |
9783642174322 |
|
3642174329 |
|
9783642174315 |
|
3642174310 |
|
