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

✍ Scribed by Ioannis T. Christou, Sofoklis Efremidis (auth.), Christos Boukis, Aristodemos Pnevmatikakis, Lazaros Polymenakos (eds.)

• Publisher: Springer US
• Year: 2007
• Tongue: English
• Leaves: 402
• Series: IFIP The International Federation for Information Processing 247
• Edition: 1
• Category: Library

✦ Synopsis

International Federation for Information Processing

The IFIP series publishes state-of-the-art results in the sciences and technologies of information and communication. The scope of the series includes: foundations of computer science; software theory and practice; education; computer applications in technology; communication systems; systems modeling and optimization; information systems; computers and society; computer systems technology; security and protection in information processing systems; artificial intelligence; and human-computer interaction. Proceedings and post-proceedings of referred international conferences in computer science and interdisciplinary fields are featured. These results often precede journal publication and represent the most current research. The principal aim of the IFIP series is to encourage education and the dissemination and exchange of information about all aspects of computing.

For more information about the 300 other books in the IFIP series, please visit www.springer.com.

For more information about IFIP, please visit www.ifip.org.

✦ Table of Contents

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

✦ Subjects

Artificial Intelligence (incl. Robotics)