Igor Kuzmanovski

Counter-propagation neural networks in Matlab

Marjana Novič, Igor Kuzmanovski, M. Novič, 2008 .

Prediction of toxicity and data exploratory analysis of estrogen-active endocrine disruptors using counter-propagation artificial neural networks.

Igor Kuzmanovski, Nataša Stojić, Slavica Erić, 2010, Journal of molecular graphics & modelling.

Design and Synthesis of New Antioxidants Predicted by the Model Developed on a Set of Pulvinic Acid Derivatives

Marjana Novic, Alain Wagner, Igor Kuzmanovski, 2011, J. Chem. Inf. Model..

Prediction of aqueous solubility of drug-like molecules using a novel algorithm for automatic adjustment of relative importance of descriptors implemented in counter-propagation artificial neural networks.

Mire Zloh, Igor Kuzmanovski, Marko Kalinić, 2012, International journal of pharmaceutics.

Optimization of artificial neural networks for prediction of the unit cell parameters in orthorhombic perovskites. Comparison with multiple linear regression

Igor Kuzmanovski, S. Aleksovska, I. Kuzmanovski, 2003 .

Automatic adjustment of the relative importance of different input variables for optimization of counter-propagation artificial neural networks.

Marjana Novic, Igor Kuzmanovski, M. Novič, 2009, Analytica chimica acta.

Crystal Structure Prediction in Orthorhombic ABO 3 Perovskites by Multiple Linear Regression and Artificial Neural Networks

Igor Kuzmanovski, Slobotka Aleksovska, Sandra Dimitrovska, 2007 .

Classification of perovskites with supervised self-organizing maps.

Igor Kuzmanovski, S. Aleksovska, I. Kuzmanovski, 2007, Analytica chimica acta.