V. Virvilis

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Eecient Perceptron Learning Using Constrained Steepest Descent Running Title: Eecient Perceptron Learning 1 Eecient Perceptron Learning Using Constrained Steepest Descent

S. Perantonis, V. Virvilis, 2007 .

Recent Advances in Neural Network Training Using Constrained Optimization Methods

S. Perantonis, N. Ampazis, V. Virvilis, 1999 .

Simultaneous observations of E region coherent radar echoes at 2-m and 6-m radio wavelengths at

V. Virvilis, K. Schlegel, C. Haldoupis, 1997 .

Molecular basis of mood and cognitive adverse events elucidated via a combination of pharmacovigilance data mining and functional enrichment analysis

F. Carvalho, C. Andronis, V. Virvilis, 2020, Archives of Toxicology.

Literature mining, ontologies and information visualization for drug repurposing

Vassilis Virvilis, Anuj Sharma, Aris Persidis, 2011, Briefings Bioinform..

Mining Scientific and Clinical Databases to Identify Novel Uses for Existing Drugs

Vassilis Virvilis, Andreas Persidis, Anuj Kumar Sharma, 2012 .

Efficient perceptron learning using constrained steepest descent

Stavros J. Perantonis, Vassilis Virvilis, S. Perantonis, 2000, Neural Networks.

Drug Repositioning on the Cloud

Vassilis Virvilis, Anuj Sharma, Miltiadis Koutsokeras, 2011, 2011 IEEE Third International Conference on Cloud Computing Technology and Science.

A Semantic Grid Services Architecture in Support of Efficient Knowledge Discovery from Multilevel Clinical and Genomic Datasets

Manolis Tsiknakis, Vassilis Virvilis, Stefan Rüping, 2018, HEALTHINF.

Input Feature Extraction for Multilayered Perceptrons Using Supervised Principal Component Analysis

Stavros J. Perantonis, Vassilis Virvilis, S. Perantonis, 1999, Neural Processing Letters.

Molecular basis of mood and cognitive adverse events elucidated via a combination of pharmacovigilance data mining and functional enrichment analysis

F. Carvalho, C. Andronis, V. Virvilis, 2020, Archives of Toxicology.

Dimensionality reduction using a novel neural network based feature extraction method

Stavros J. Perantonis, Vassilis Virvilis, S. Perantonis, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

Supervised principal component analysis using a smooth classifier paradigm

Stavros J. Perantonis, Vassilis Virvilis, Sergios Petridis, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

Input Feature Extraction for Multilayered Perceptrons Using Supervised Principal Component Analysis

S. Perantonis, V. Virvilis, 1999, Neural Processing Letters.

Binary Relation Extraction from Biomedical Literature using Dependency Trees and SVMs

Vassilis Virvilis, Anuj Kumar Sharma, Christos Andronis, 2016, bioRxiv.