Knowledge Representation and Reasoning |
Pushing the Envelope: General Game Players Prove Theorems / Sebastian Haufe ; Michael Thielscher |
Temporal Belief-Change: K-functions Approach / Armin Hezart ; Abhaya C. Nayak ; Mehmet A. Orgun |
Resource-Sensitive Reasoning with Sequential Information / Norihiro Kamide ; Ken Kaneiwa |
Frame-Based Dialogue Management Automated Error Recovery Approach / Tomáš Nestorovic |
Characterizing Relevant Belief Revision Operators / Laurent Perrussel ; Jerusa Marchi ; Dongmo Zhang |
Belief Erasure Using Partial Imaging / Raghav Ramachandran |
The Impact of Qualification on the Application of Qualitative Spatial and Temporal Reasoning Calculi / Carl Schultz ; Robert Amor ; Hans W. Guesgen |
Two Methods for Constructing Horn Contractions / Zhi Qiang Zhuang ; Maurice Pagnucco |
Data Mining and Knowledge Discovery |
Database Normalization as a By-product of Minimum Message Length Inference / David L. Dowe ; Nayyar Abbas Zaidi |
A Heuristic on Effective and Efficient Clustering on Uncertain Objects / Edward Hung ; Lei Xu ; Chi-Cheong Szeto |
A New Supervised Term Ranking Method for Text Categorization / Musa Mammadov ; John Yearwood ; Lei Zhao |
A Comparative Study of a Practical Stochastic Clustering Method with Traditional Methods / Swee Chuan Tan ; Kai Ming Ting ; Shyh Wei Teng |
An Effective Pattern Based Outlier Detection Approach for Mixed Attribute Data / Ke Zhang ; Huidong Jin |
Incremental Projection Vector Machine: A One-Stage Learning Algorithm for High-Dimension Large-Sample Dataset / Qinghua Zheng ; Xin Wang ; Wanyu Deng ; Jun Liu ; Xiyuan Wu |
Machine Learning |
Model-Based Viewpoint Invariant Human Activity Recognition from Uncalibrated Monocular Video Sequence / Zaw Zaw Htike ; Simon Egerton ; Ye Chow Kuang |
On Optimizing Locally Linear Nearest Neighbour Reconstructions Using Prototype Reduction Schemes / Sang-Woon Kim ; B. John Oommen |
Efficient Two Stage Voting Architecture for Pairwise Multi-label Classification / Gjorgji Madjarou ; Dejan Gjorgjevikj ; Tomche Delev |
Newton Trees / Fernando MartÃnez-Plumed ; Vicent Estruch ; César Ferri ; José Hernández-Orallo ; MarÃa José RamÃrez-Quintana |
Learning Parse-Free Event-Based Features for Textual Entailment Recognition / Bahadorreza Ofoghi |
A Gradient-Based Metric Learning Algorithm for k-NN Classifiers / David McG. Squire ; David Suter |
Statistical Learning |
Dimensionality Reduction for Classification through Visualisation Using LISNE / Lennon V. Cook ; Junbin Gao |
Review of Modern Logistic Regression Methods with Application to Small and Medium Sample Size Problems / Enes Makalic ; Daniel Francis Schmidt |
The Behaviour of the Akaike Information Criterion When Applied to Non-nested Sequences of Models |
Unbounded Knowledge Acquisition Based Upon Mutual Information in Dependent Questions / Tony C. Smith ; Chris van De Molen |
Evolutionary Computation |
A Comparison of Classification Strategies in Genetic Programming with Unbalanced Data / Urvesh Bhowan ; Mengjie Zhang ; Mark Johnston |
An Encoding Scheme for Cooperative Coevolutionary Feedforward Neural Networks / Rohitash Chandra ; Marcus Frean |
Evolving Cooperation in the Spatial N-player Snowdrift Game / Raymond Chiong ; Michael Kirley |
Sampling Methods in Genetic Programming for Classification with Unbalanced Data / Rachel Hunt ; Will Browne |
Evolutionary Non Photo-Realistic Animations with Triangular Brushstrokes / Ashkan Izadi ; Vic Ciesielski ; Marsha Berry |
Cellular Differential Evolution Algorithm / Nasimul Noman ; Hitoshi Iba |
A Comparative Study of CMA-ES on Large Scale Global Optimisation / Mohammad Nabi Omidvar ; Xiaodong Li |
Particle Swarm Optimization |
Hybrid Particle Swarm Optimisation Algorithms Based on Differential Evolution and Local Search / Wenlong Fu |
Edge and Corner Extraction Using Particle Swarm Optimisation / Mahdi Setayesh |
Fuzzy Adaptive Artificial Fish Swarm Algorithm / Danial Yazdani ; Adel Nadjaran Toosi ; Mohammad Reza Meybodi |
Intelligent Agent |
The Honourable Negotiator: When the Relationship Is What Matters / John Debenham ; Simeon Simoff |
Tuning Java to Run Interactive Multiagent Simulations over Jason / VÃctor Fernández-Bauset ; Francisco Grimaldo ; Miguel Lozano ; Juan M. Orduña |
Emergence of Cooperation in a Bio-inspired Multi-agent System / Hiroyuki Ishiwata |
An Efficient Approach for Ordering Outcomes and Making Social Choices with CP-Nets / Minyi Li ; Bao Quoc Bao Vo ; Ryszard Kowalczyk |
Real-Time Coordination of Concurrent Multiple Bilateral Negotiations under Time Constraints / Khalid Mansour |
A Logic for Reasoning about Actions and Explicit Observations / Gavin Rens ; Ivan Varzinczak ; Thomas Meyer ; Alexander Ferrein |
Search and Planning |
Taking Learning Out of Real-Time Heuristic Search for Video-Game Pathfinding / Ramon Lawrence ; Vadim Bulitko |
Heuristic Planning with SAT: Beyond Uninformed Depth-First Search / Jussi Rintanen |
Performance of Infeasibility Empowered Memetic Algorithm (IEMA) on Engineering Design Problems / Hemant K. Singh ; Tapabrata Ray ; Warren Smith |
Natural Language Processing |
Short-Text Similarity Measurement Using Word Sense Disambiguation and Synonym Expansion / Khaled Abdalgader ; Andrew Skabar |
LEXA: Towards Automatic Legal Citation Classification / Filippo Galgani ; Achim Hoffmann |
Hazardous Document Detection Based on Dependency Relations and Thesaurus / Kazushi Ikeda ; Tadashi Yanagihara ; Gen Hattori ; Kazunori Matsumoto ; Yasuhiro Takisima |
Improving Sentence Similarity Measurement by Incorporating Sentential Word Importance |
AI Applications |
Collaborative Filtering for People to People Recommendation in Social Networks / Xiongcai Cai ; Michael Bain ; Alfred Krzywicki ; Wayne Wobcke ; Yang Sok Kim ; Paul Compton ; Ashesh Mahidadia |
Head X: Customizable Audiovisual Synthesis for a Multi-purpose Virtual Head / Martin Luerssen ; Trent Lewis ; David Powers |
Diagnosing Component Interaction Errors from Abstract Event Traces / Wolfgang Mayer ; Xavier Pucel ; Markus Stumptner |
Evaluating Sequential Single-Item Auctions for Dynamic Task Allocation / Adrian Schoenig |
Maximal Matching for Double Auction / Dengji Zhao ; Md Khan |
Author Index |
Knowledge Representation and Reasoning |
Pushing the Envelope: General Game Players Prove Theorems / Sebastian Haufe ; Michael Thielscher |
Temporal Belief-Change: K-functions Approach / Armin Hezart ; Abhaya C. Nayak ; Mehmet A. Orgun |
Resource-Sensitive Reasoning with Sequential Information / Norihiro Kamide ; Ken Kaneiwa |
Frame-Based Dialogue Management Automated Error Recovery Approach / Tomáš Nestorovic |
Characterizing Relevant Belief Revision Operators / Laurent Perrussel ; Jerusa Marchi ; Dongmo Zhang |