The papers in this volume are the refereed papers presented at AI-2010, the Thirtieth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2010 in both the technical and the application streams. They present new and innovative developments and applications, divided into technical stream sections on Intelligent Agents; Knowledge Discovery and Data Mining; Evolutionary Algorithms, Bayesian Networks and Model-Based Diagnosis; Machine Learning; Planning and Scheduling, followed by application stream sections on Applications of Machine Learning I and II; AI for Scheduling and AI in Action. The volume also includes the text of short papers presented as posters at the conference. This is the twenty-seventh volume in the Research and Development in Intelligent Systems series, which also incorporates the eighteenth volume in the Applications and Innovations in Intelligent Systems series. These series are essential reading for those who wish to keep up to date with developments in this important field.
Author(s): Sandra Garcia Esparza, Michael P. O’Mahony, Barry Smyth (auth.), Max Bramer, Miltos Petridis, Adrian Hopgood (eds.)
Edition: 1
Publisher: Springer-Verlag London
Year: 2011
Language: English
Pages: 494
Tags: Artificial Intelligence (incl. Robotics); Data Mining and Knowledge Discovery
Front Matter....Pages i-xv
Front Matter....Pages 1-2
Effective Product Recommendation using the Real-Time Web....Pages 5-18
Front Matter....Pages 19-19
Agent Argumentation with Opinions and Advice....Pages 21-34
Graph-Based Norm Explanation....Pages 35-48
Modelling Social Structures and Hierarchies in Language Evolution....Pages 49-62
Front Matter....Pages 63-63
On the Usefulness of Weight-Based Constraints in Frequent Subgraph Mining....Pages 65-78
Induction of Modular Classification Rules: Using Jmax-pruning....Pages 79-92
A Kolmogorov Complexity View of Analogy: From Logical Modeling to Experimentations....Pages 93-106
Evolving Temporal Association Rules with Genetic Algorithms....Pages 107-120
Front Matter....Pages 121-121
PIPSS*: A System based on Temporal Estimates....Pages 123-136
Extending SATPLAN to Multiple Agents....Pages 137-150
Front Matter....Pages 151-151
A New Approach for Partitional Clustering Using Entropy Notation and Hopfield Network....Pages 153-163
Hierarchical Traces for Reduced NSM Memory Requirements....Pages 165-178
On Reinforcement Memory for Non-Markovian Control....Pages 179-192
A Fast Approximated Evolutionary Approach to Improve SVM Accuracy....Pages 193-206
Front Matter....Pages 207-207
A Particle Swarm Optimization Approach for the Case Retrieval Stage in CBR....Pages 209-222
Dynamic Pricing with Neural Network Demand Models and Evolutionary Algorithms....Pages 223-236
Discretisation Does Affect the Performance of Bayesian Networks....Pages 237-250
A Structural Approach to Sensor Placement based on Symbolic Compilation of the Model....Pages 251-264
Front Matter....Pages 265-265
Artificial Immunity Based Cooperative Sustainment Framework for Multi-Agent Systems....Pages 267-272
The Mining and Analysis Continuum of Explaining Uncovered....Pages 273-278
Front Matter....Pages 265-265
Genetic Folding: A New Class of Evolutionary Algorithms....Pages 279-284
SOMA: A Proposed Framework for Trend Mining in Large UK Diabetic Retinopathy Temporal Databases....Pages 285-290
Front Matter....Pages 291-292
Artificial Intelligence Techniques for the Berth Allocation and Container Stacking Problems in Container Terminals....Pages 295-308
Front Matter....Pages 309-309
Social Network Trend Analysis Using Frequent Pattern Mining and Self Organizing Maps....Pages 311-324
Retinal Image Classification for the Screening of Age-Related Macular Degeneration....Pages 325-338
An Ensemble Dynamic Time Warping Classifier with Application to Activity Recognition....Pages 339-352
Front Matter....Pages 353-353
Self-Adaptive Stepsize Search Applied to Optimal Structural Design....Pages 355-364
Health Problems Discovery from Motion-Capture Data of Elderly....Pages 365-378
Selecting Features in Origin Analysis....Pages 379-392
Front Matter....Pages 393-393
An Extended Deterministic Dendritic Cell Algorithm for Dynamic Job Shop Scheduling....Pages 395-408
Reinforcement Learning for Scheduling of Maintenance....Pages 409-422
Front Matter....Pages 423-423
Genetic Evolution and Adaptation of Advanced Protocols for Ad Hoc Network Hardware Systems....Pages 425-438
The Next Generation of Legal Expert Systems - New Dawn or False Dawn?....Pages 439-452
Incorporating Semantics into Data Driven Workflows for Content Based Analysis....Pages 453-466
GhostWriter-2.0: Product Reviews with Case-Based Support....Pages 467-480
Front Matter....Pages 481-481
Dynamic Programming Algorithm vs. Genetic Algorithm: Which is Faster?....Pages 483-488
Automatic Detection of Pectoral Muscle with the Maximum Intensity Change Algorithm....Pages 489-494
