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
Intelligent Internet Systems: Emerging Technologies and Applications
Increasing interactivity in IPTV using MPEG-21 descriptors.
Christos-Nikolaos Anagnostopoulos, George E. Tsekouras, Damianos Gavalas, Daphne Economou, Ioannis Psoroulas
65-72
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
Intelligent Systems in Electronic Healthcare
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
Nikolaos Riggos, Ilias Skalkidis, George Karkalis, Maria Haritou, Dimitris Koutsouris
157-162
AI in Business and Finance
Applications of Nature-Inspired Intelligence in Finance.
Vasilios Vasiliadis, Georgios Dounias
187-194
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
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
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