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Viewing Publication 1 - 22 from 22

2017

CPANNatNIC software for counter-propagation neural network to assist in read-acrossViktor Drgan, Spela Zuperl, Marjan Vracko, Claudia Cappelli, Marjana Novic. jcheminf, 9(1), 2017. [doi]

2014

A catapult. Searching optima using Factorial Designs and 2D-neural network mapping technique a tutorialNatalja Fjodorova, Marjana Novic, Matej Hohnjec. simultech 2014: 761-766 [doi]

2013

mycobacterium tuberculosisNikola Minovski, Andrej Perdih, Marjana Novic, Tomaz Solmajer. jcc, 34(9):790-801, 2013. [doi]

On the centrality of vertices of molecular graphsMilan Randic, Marjana Novic, Marjan Vracko, Dejan Plavsic. jcc, 34(29):2514-2523, 2013. [doi]

Common vertex matrix: A novel characterization of molecular graphs by countingMilan Randic, Marjana Novic, Dejan Plavsic. jcc, 34(16):1409-1419, 2013. [doi]

2011

Some findings relevant to the mechanistic interpretation in the case of predictive models for carcinogenicity based on the counter propagation artificial neural networkNatalja Fjodorova, Marjana Novic. jcamd, 25(12):1159-1169, 2011. [doi]

Evaluating the applicability domain in the case of classification predictive models for carcinogenicity based on the counter propagation artificial neural networkNatalja Fjodorova, Marjana Novic, Alessandra Roncaglioni, Emilio Benfenati. jcamd, 25(12):1147-1158, 2011. [doi]

Design and Synthesis of New Antioxidants Predicted by the Model Developed on a Set of Pulvinic Acid DerivativesAntoine Le Roux, Igor Kuzmanovski, Damien Habrant, Stéphane Meunier, Pierre Bischoff, Brice Nadal, Sophie A.-L. Thetiot-Laurent, Thierry Le Gall, Alain Wagner, Marjana Novic. jcisd, 51(12):3050-3059, 2011. [doi]

2010

Flexibility of a biotinylated ligand in artificial metalloenzymes based on streptavidin - an insight from molecular dynamics simulations with classical and ab initio force fieldsJaroslaw J. Panek, Thomas R. Ward, Aneta Jezierska-Mazzarello, Marjana Novic. jcamd, 24(9):719-732, 2010. [doi]

Novel graph distance matrixMilan Randic, Tomaz Pisanski, Marjana Novic, Dejan Plavsic. jcc, 31(9):1832-1841, 2010. [doi]

2009

Kohonen and Counterpropagation Neural Networks Applied for Mapping and Interpretation of IR SpectraMarjana Novic. In David J. Livingstone, editor, Artificial Neural Networks. Volume 458 of Methods in Molecular Biology™, pages 43-58, Springer, 2009. [doi]

2007

Chemometric Approach in Quantification of Structural Identity/Similarity of Proteins in BiopharmaceuticalsSpela Zuperl, Primoz Pristovsek, Viktor Menart, Vladka Gaberc-Porekar, Marjana Novic. jcisd, 47(3):737-743, 2007. [doi]

2005

Variable Selection and Interpretation in Structure-Affinity Correlation Modeling of Estrogen Receptor BindersFederico Marini, Alessandra Roncaglioni, Marjana Novic. jcisd, 45(6):1507-1519, 2005. [doi]

Novel Characterization of Proteomics Maps by Sequential Neighborhoods of Protein SpotsMilan Randic, Marjana Novic, Marjan Vracko. jcisd, 45(5):1205-1213, 2005. [doi]

2004

Enzyme Binding Selectivity Prediction: alpha-Thrombin vs Trypsin InhibitionGregor Mlinsek, Marjana Novic, Miha Kotnik, Tomaz Solmajer. jcisd, 44(5):1872-1882, 2004. [doi]

Classification of Potential Endocrine Disrupters on the Basis of Molecular Structure Using a Nonlinear Modeling MethodAlessandra Roncaglioni, Marjana Novic, Marjan Vracko, Emilio Benfenati. jcisd, 44(2):300-309, 2004. [doi]

2001

Prediction of Enzyme Binding: Human Thrombin Inhibition Study by Quantum Chemical and Artificial Intelligence Methods Based on X-ray StructuresGregor Mlinsek, Marjana Novic, Milan Hodoscek, Tomaz Solmajer. jcisd, 41(5):1286-1294, 2001. [doi]

On 3-D Graphical Representation of Proteomics Maps and Their Numerical CharacterizationMilan Randic, Jure Zupan, Marjana Novic. jcisd, 41(5):1339-1344, 2001. [doi]

1999

Prediction of Gas-Chromatographic Retention Indices Using Topological DescriptorsMatevz Pompe, Marjana Novic. jcisd, 39(1):59-67, 1999. [doi]

1997

Quantitative Structure-Activity Relationship of Flavonoid p56lck Protein Tyrosine Kinase Inhibitors. A Neural Network ApproachMarjana Novic, Z. Nikolovska-Coleska, Tomaz Solmajer. jcisd, 37(6):990-998, 1997. [doi]

1995

Investigation of Infrared Spectra-Structure Correlation Using Kohonen and Counterpropagation Neural NetworkMarjana Novic, Jure Zupan. jcisd, 35(3):454-466, 1995.

1988

T3 scientific word processing systemMarjana Novic, Jure Zupan. jcisd, 28(4):231-232, 1988. [doi]

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