IFIP TC6 Open Digital Library

AIAI 2007: Athens, Greece

Artificial Intelligence and Innovations 2007: from Theory to Applications, Proceedings of the 4th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI 2007), 19-21 September 2007, Peania, Athens, Greece

Christos Boukis, Aristodemos Pnevmatikakis, Lazaros Polymenakos

Springer, IFIP 247, ISBN: 978-0-387-74160-4



Contents

Theoretical Advances in AI

An Evolving Oblique Decision Tree Ensemble Architecture for Continuous Learning Applications.

Ioannis T. Christou, Sofoklis Efremidis

 3-11

Clustering Improves the Exploration of Graph Mining Results.

Edgar H. de Graaf, Joost N. Kok, Walter A. Kosters

 13-20

Robustness of learning techniques in handling class noise in imbalanced datasets.

D. Anyfantis, M. Karagiannopoulos, Sotiris B. Kotsiantis, Panayiotis E. Pintelas

 21-28

A Wrapper for Reweighting Training Instances for Handling Imbalanced Data Sets.

M. Karagiannopoulos, D. Anyfantis, Sotiris B. Kotsiantis, Panayiotis E. Pintelas

 29-36

Solving Traveling Salesman Problem Using Combinational Evolutionary Algorithm.

Mohammad Reza Bonyadi, S. Mostafa Rahimi Azghadi, Hamed Shah-Hosseini

 37-44

Graph Based Workflow Validation.

Anastasios Giouris, Manolis Wallace

 45-53

Intelligent Internet Systems: Emerging Technologies and Applications

Resource sharing in multi-agent systems through multi-stage negotiation.

Panos Alexopoulos

 57-64

Increasing interactivity in IPTV using MPEG-21 descriptors.

Christos-Nikolaos Anagnostopoulos, George E. Tsekouras, Damianos Gavalas, Daphne Economou, Ioannis Psoroulas

 65-72

Dynamic Reliability Assessment of Multiple Choice Tests in distributed E-Leaning Environments: A Case Study.

Ioanna Lykourentzou, Giorgos Mpardis, Vassilis Nikolopoulos, Vassilis Loumos

 73-80

Service Decomposition and Task Allocation in Distributed Computing Environments.

Malamati D. Louta, Angelos Michalas

 81-91

Classification of Web Documents using Fuzzy Logic Categorical Data Clustering.

George E. Tsekouras, Christos Anagnostopoulos, Damianos Gavalas, Economou Dafhi

 93-100

Measuring Expert Impact on Learning how to Play a Board Game.

Dimitris Kalles

 101-113

Intelligent Systems in Electronic Healthcare

A Web Based System Enabling Distributed Access and Intelligent Processing of Bioinformatics Data in Grid Environments.

Ilias Maglogiannis, John Soldatos, Aristotelis Chatziioannou, Vasileios Mylonakis, Yiannis Kanaris

 117-126

ANDROMEDA: A MATLAB Automated cDNA Microarray Data Analysis Platform.

Aristotelis A. Chatziioannou, Panagiotis Moulos

 127-136

Mining Interesting Clinico-Genomic Associations: The HealthObs Approach.

George Potamias, Lefteris Koumakis, Alexandros Kanterakis, Vassilis Moustakis, Dimitris Kafetzopoulos, Manolis Tsiknakis

 137-145

Patient Fall Detection using Support Vector Machines.

Charalampos Doukas, Ilias Maglogiannis, Philippos Tragas, Dimitris Liapis, Gregory S. Yovanof

 147-156

A web-based service for improving conformance to medication treatment and patient-physician relationship.

Nikolaos Riggos, Ilias Skalkidis, George Karkalis, Maria Haritou, Dimitris Koutsouris

 157-162

AI in Business and Finance

Informed Agents Integrating Data Mining and Agency.

John K. Debenham, Simeon J. Simoff

 165-173

Agents Methodologies for e-Chartering Market design.

Manolis Sardis, Ilias Maglogiannis

 175-185

Applications of Nature-Inspired Intelligence in Finance.

Vasilios Vasiliadis, Georgios Dounias

 187-194

Staff Performance Appraisal using Fuzzy Evaluation.

Nureize Arbaiy, Zurinah Suradi

 195-203

Extraction of Cause Information from Newspaper Articles Concerning Business Performance.

Hiroyuki Sakai, Shigeru Masuyama

 205-212

A fast parallel algorithm for frequent itemsets mining.

Dora Souliou, Aris Pagourtzis, Panayotis Tsanakas

 213-220

Applications of AI in Industry and Daily Round

Genetic Algorithms for Municipal Solid Waste Collection and Routing Optimization.

Nikolaos V. Karadimas, Katerina Papatzelou, Vassilis Loumos

 223-231

A Multi-Agent Design for a Home Automation System dedicated to power management.

Shadi Abras, Stéphane Ploix, Sylvie Pesty, Mireille Jacomino

 233-241

Domain of impact for agents collaborating in a baggage handling system.

Kasper Hallenborg

 243-250

Prediction of the collapse modes of PVC cylindrical shells under compressive axial loads using Artificial Neural Networks.

Angelos P. Markopoulos, Dimitrios E. Manolakos, Nikolaos M. Vaxevanidis

 251-258

Applications of AI in Communication and Networks

An Intelligent CASE Tool for Porting Mobile Java Applications.

Ioannis T. Christou, Sofoklis Efremidis, Aikaterini Roukounaki, Marios Anapliotis

 261-270

A Knowledge-based Service Creation and Execution Framework for Adapting Composite Wireless IP Services.

Spyros L. Tombros, Dimitrios D. Vergados, Ioannis Anagnostopoulos, Christoforos D. Kavadias

 271-278

Efficient Fair TDMA Scheduling In Wireless Multi-Hop Networks.

Aggeliki Sgora, Dimitrios J. Vergados, Dimitrios D. Vergados

 279-286

ANN Prediction Models for Outdoor SIMO Millimeter Band System.

Nektarios Moraitis, Demosthenes Vouyioukas

 287-296

Intelligent Processing of Audiovisual Content

Gender Classification Based on FeedForward Backpropagation Neural Network.

S. Mostafa Rahimi Azghadi, Mohammad Reza Bonyadi, Hamed Shah-Hosseini

 299-304

Hardware Natural Language Interface.

Christos Pavlatos, Alexandros C. Dimopoulos, George K. Papakonstantinou

 305-313

Robustness of Non-Exact Multi-Channel Equalization in Reverberant Environments.

Fotios Talantzis, Lazaros C. Polymenakos

 315-321

Combining Finite State Machines and LDA for Voice Activity Detection.

Elias Rentzeperis, Christos Boukis, Aristodemos Pnevmatikakis, Lazaros C. Polymenakos

 323-329

Performance Evaluation of TreeQ and LVQ Classifiers for Music Information Retrieval.

Matina Charami, Rami Halloush, Sofia Tsekeridou

 331-338

Image Compression with Competitive Networks and Pre-fixed Prototypes.

Enrique Mérida Casermeiro, Domingo López-Rodríguez, Juan Miguel Ortiz-de-Lazcano-Lobato

 339-346

On the use of spatial relations between objects for image classification.

Nicolas Tsapatsoulis, Sergios Petridis, Stavros J. Perantonis

 347-356

A Knowledge Engineering Approach for Complex Violence Identification in Movies.

Thanassis Perperis, Sofia Tsekeridou

 357-364

3D Tracking of Multiple People Using Their 2D Face Locations.

Nikos Katsarakis, Aristodemos Pnevmatikakis, Michael C. Nechyba

 365-373

Multimodal emotion recognition from expressive faces, body gestures and speech.

George Caridakis, Ginevra Castellano, Loïc Kessous, Amaryllis Raouzaiou, Lori Malatesta, Stylianos Asteriadis, Kostas Karpouzis

 375-388

Semantic Multimedia Analysis based on Region Types and Visual Context.

Evaggelos Spyrou, Phivos Mylonas, Yannis S. Avrithis

 389-398

Mimicking adaptation processes in the human brain with neural network retraining.

Lori Malatesta, Amaryllis Raouzaiou, George Caridakis, Kostas Karpouzis

 399-408