Publications

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Nikolaos Vassilas and Eleni Charou, A New Methodology for Efficient Classification of Multispectral Satellite Images Using Neural Network Techniques, In Neural Processing Letters, volume 9, (Pages: 35–43), 1999. [url] [doi]

Vassilas N., Perantonis S., Charou E., Seretis K. and Tsenoglou Th., Automatic lineament detection from geophysical grid data using efficient clustering and weighted Hough transform algorithms, In Proc.: Workshop on Intelligent Techniques for Spatio-Temporal Data Analysis in Environmental Applications. ACAI, volume 99, (Pages: 16–25), 1999.

Georgios Petasis, Georgios Paliouras, Vangelis Karkaletsis, Constantine D. Spyropoulos, Ion Androutsopoulos, Using machine learning techniques for part-of-speech tagging in the Greek language, In 7th Hellenic Conference on Informatics (HCI) 1999, Ioannina, Greece, August 26-29, (Pages: 273–281), 1999. [url]

Vassilas Nikolaos, Kalapanidas Elias, Avouris Nikolaos and Perantonis Stavros, Intelligent techniques for spatio-temporal data analysis in environmental applications, In Advanced Course on Artificial Intelligence, (Pages: 318–324), 1999. [url]

Stavros J. Perantonis and Vassilis Virvilis, Input Feature Extraction for Multilayered Perceptrons Using Supervised Principal Component Analysis, In Neural Processing Letters, volume 10, (Pages: 243–252), 1999. [url] [doi]

Georgios Paliouras, Vangelis Karkaletisis, Christos Papatheodorou, Constantine D. Spyropoulos, Exploiting Learning Techniques for the Acquisition of User Stereotypes and Communities, In 7th International Conference on User Modeling (UM) 1999, Banff, Canada, June 20-24, (Pages: 169–178), 1999. [url]

Stavros J. Perantonis and Vassilis Virvilis, Dimensionality reduction using a novel neural network based feature extraction method, In International Joint Conference Neural Networks, IJCNN 1999, Washington, DC, USA, July 10-16, 1999, IEEE, (Pages: 1195–1198), 1999. [url] [doi]

Nikolaos Ampazis and Stavros J. Perantonis and John G. Taylor, Dynamics of multilayer networks in the vicinity of temporary minima, In Neural Networks, volume 12, (Pages: 43–58), 1999. [url] [doi]

Nikolaos Ampazis and Stavros J. Perantonis and John G. Taylor, Acceleration of learning in feedforward networks using dynamical systems analysis and matrix perturbation theory, In International Joint Conference Neural Networks, IJCNN 1999, Washington, DC, USA, July 10-16, 1999, IEEE, (Pages: 1850–1855), 1999. [url] [doi]

Stavros J. Perantonis and Basilios Gatos and Nikos Papamarkos, Block decomposition and segmentation for fast Hough transform evaluation, In Pattern Recognition, volume 32, (Pages: 811–824), 1999. [url] [doi]

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