Artificial Intelligence and Innovations 2007: from Theory to Applications: Proceedings of the 4th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI 2007)

Front Matter....Pages i-xiv
Front Matter....Pages 1-1
An Evolving Oblique Decision Tree Ensemble Architecture for Continuous Learning Applications....Pages 3-11
Clustering Improves the Exploration of Graph Mining Results....Pages 13-20
Robustness of learning techniques in handling class noise in imbalanced datasets....Pages 21-28
A Wrapper for Reweighting Training Instances for Handling Imbalanced Data Sets....Pages 29-36
Solving Traveling Salesman Problem Using Combinational Evolutionary Algorithm....Pages 37-44
Graph Based Workflow Validation....Pages 45-53
Front Matter....Pages 55-55
Resource sharing in multi-agent systems through multi-stage negotiation....Pages 57-64
Increasing interactivity in IPTV using MPEG-21 descriptors....Pages 65-72
Dynamic Reliability Assessment of Multiple Choice Tests in distributed E-Leaning Environments: A Case Study....Pages 73-80
Service Decomposition and Task Allocation in Distributed Computing Environments....Pages 81-91
Classification of Web Documents using Fuzzy Logic Categorical Data Clustering....Pages 93-100
Measuring Expert Impact on Learning how to Play a Board Game....Pages 101-113
Front Matter....Pages 115-115
A Web Based System Enabling Distributed Access and Intelligent Processing of Bioinformatics Data in Grid Environments....Pages 117-126
ANDROMEDA: A MATLAB Automated cDNA Microarray Data Analysis Platform....Pages 127-136
Mining Interesting Clinico-Genomic Associations: The HealthObs Approach....Pages 137-145
Patient Fall Detection using Support Vector Machines....Pages 147-156
A web-based service for improving conformance to medication treatment and patient-physician relationship....Pages 157-162
Front Matter....Pages 163-163
Informed Agents Integrating Data Mining and Agency....Pages 165-173
Agents Methodologies for e-Chartering Market design....Pages 175-185
Applications of Nature-Inspired Intelligence in Finance....Pages 187-194
Front Matter....Pages 163-163
Staff Performance Appraisal using Fuzzy Evaluation....Pages 195-203
Extraction of Cause Information from Newspaper Articles Concerning Business Performance....Pages 205-212
A fast parallel algorithm for frequent itemsets mining....Pages 213-220
Front Matter....Pages 221-221
Genetic Algorithms for Municipal Solid Waste Collection and Routing Optimization....Pages 223-231
A Multi-Agent Design for a Home Automation System dedicated to power management....Pages 233-241
Domain of impact for agents collaborating in a baggage handling system....Pages 243-250
Prediction of the collapse modes of PVC cylindrical shells under compressive axial loads using Artificial Neural Networks....Pages 251-258
Front Matter....Pages 259-259
An Intelligent CASE Tool for Porting Mobile Java Applications....Pages 261-270
A Knowledge-based Service Creation and Execution Framework for Adapting Composite Wireless IP Services....Pages 271-278
Efficient Fair TDMA Scheduling In Wireless Multi-Hop Networks....Pages 279-286
ANN Prediction Models for Outdoor SIMO Millimeter Band System....Pages 287-296
Front Matter....Pages 297-297
Gender Classification Based on FeedForward Backpropagation Neural Network....Pages 299-304
Hardware Natural Language Interface....Pages 305-313
Robustness of Non-Exact Multi-Channel Equalization in Reverberant Environments....Pages 315-321
Combining Finite State Machines and LDA for Voice Activity Detection....Pages 323-329
Performance Evaluation of TreeQ and LVQ Classifiers for Music Information Retrieval....Pages 331-338
Image Compression with Competitive Networks and Pre-fixed Prototypes....Pages 339-346
On the use of spatial relations between objects for image classification....Pages 347-356
A Knowledge Engineering Approach for Complex Violence Identification in Movies....Pages 357-364
3D Tracking of Multiple People Using Their 2D Face Locations....Pages 365-373
Front Matter....Pages 297-297
Multimodal emotion recognition from expressive faces, body gestures and speech....Pages 375-388
Semantic Multimedia Analysis based on Region Types and Visual Context....Pages 389-398
Mimicking adaptation processes in the human brain with neural network retraining....Pages 399-408