The papers in this volume are the refereed technical papers presented at AI-2008, the Twenty-eighth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2008.
They present new and innovative developments in the field, divided into sections on CBR and Classification, AI Techniques, Argumentation and Negotiation, Intelligent Systems, From Machine Learning To E-Learning and Decision Making. The volume also includes the text of short papers presented as posters at the conference.
This is the twenty-fifth volume in the Research and Development series. The series is essential reading for those who wish to keep up to date with developments in this important field.
The Application Stream papers are published as a companion volume under the title Applications and Innovations in Intelligent Systems XVI.
Author(s): Frans Coenen, Miltos Petridis
Edition: 1st Edition.
Publisher: Springer
Year: 2008
Language: English
Pages: 386
Contents......Page 12
BEST TECHNICAL PAPER......Page 15
On the Classification Performance of TAN and General Bayesian Networks......Page 17
CBR AND CLASSIFICATION......Page 31
Code Tagging and Similarity-based Retrieval with myCBR......Page 33
Sparse Representations for Pattern Classification using Learned Dictionaries......Page 47
Qualitative Hidden Markov Models for Classifying Gene Expression Data......Page 61
Description Identification and the Consistency Problem......Page 75
AI TECHNIQUES......Page 89
Analysing the Effect of Demand Uncertainty in Dynamic Pricing with EAs......Page 91
Restart-Based Genetic Algorithm for the Quadratic Assignment Problem......Page 105
Constraint Satisfaction and Fixes: Revisiting Sisyphus VT......Page 119
On a Control Parameter Free Optimisation Algorithm......Page 133
ARGUMENTATION AND NEGOTIATION......Page 145
PISA - Pooling Information from Several Agents: Multiplayer Argumentation from Experience......Page 147
Agent-Based Negotiation in Uncertain Environments......Page 161
Automated Bilateral Negotiation and Bargaining Impasse......Page 175
INTELLIGENT SYSTEMS......Page 189
Exploring Design Space For An Integrated Intelligent System......Page 191
A User-Extensible and Adaptable Parser Architecture......Page 205
The Reactive-Causal Architecture: Introducing an Emotion Model along with Theories of Needs......Page 219
Automation of the Solution of Kakuro Puzzles......Page 233
FROM MACHINE LEARNING TO E-LEARNING......Page 247
The Bayesian Learning Automaton — Empirical Evaluation with Two-Armed Bernoulli Bandit Problems......Page 249
Discovering Implicit Intention-Level Knowledge from Natural-Language Texts......Page 263
EMADS: An Extendible Multi-Agent Data Miner......Page 277
Designing a Feedback Component of Intelligent Tutoring System for Foreign Language......Page 291
DECISION MAKING......Page 305
An Algorithm for Anticipating Future Decision Trees from Concept-Drifting Data......Page 307
Polarity Assignment to Causal Information Extracted from Financial Articles Concerning Business Performance of Companies......Page 321
ReduxExp: An Open-source Justification-based Explanation Support Server......Page 335
SHORT PAPERS......Page 349
Immunity-based hybrid evolutionary algorithm for multi-objective optimization......Page 351
Parallel Induction of Modular Classification Rules......Page 357
Transform Ranking: a New Method of Fitness Scaling in Genetic Algorithms......Page 363
Architecture of Knowledge-based Function Approximator......Page 369
Applying Planning Algorithms to Argue in Cooperative Work......Page 375
Universum Inference and Corpus Homogeneity......Page 381
