T3 scientific word processing system. - Marjana Novic; Jure Zupan (J. Chem. Inf. Comput. Sci., 1988)

Investigation of Infrared Spectra-Structure Correlation Using Kohonen and Counterpropagation Neural Network. - Marjana Novic; Jure Zupan (J. Chem. Inf. Comput. Sci., 1995)

Quantitative Structure-Activity Relationship of Flavonoid p56lck Protein Tyrosine Kinase Inhibitors. A Neural Network Approach. - Marjana Novic; Zaneta Nikolovska-Coleska; Tomaz Solmajer (J. Chem. Inf. Comput. Sci., 1997)

Prediction of Gas-Chromatographic Retention Indices Using Topological Descriptors. - Matevz Pompe; Marjana Novic (J. Chem. Inf. Comput. Sci., 1999)

Prediction of Enzyme Binding: Human Thrombin Inhibition Study by Quantum Chemical and Artificial Intelligence Methods Based on X-ray Structures. - Gregor Mlinsek; Marjana Novic; Milan Hodoscek; Tomaz Solmajer (J. Chem. Inf. Comput. Sci., 2001)

On 3-D Graphical Representation of Proteomics Maps and Their Numerical Characterization. - Milan Randic; Jure Zupan; Marjana Novic (J. Chem. Inf. Comput. Sci., 2001)

Enzyme Binding Selectivity Prediction: alpha-Thrombin vs Trypsin Inhibition. - Gregor Mlinsek; Marjana Novic; Miha Kotnik; Tomaz Solmajer (J. Chem. Inf. Model., 2004)

Classification of Potential Endocrine Disrupters on the Basis of Molecular Structure Using a Nonlinear Modeling Method. - Alessandra Roncaglioni; Marjana Novic; Marjan Vracko; Emilio Benfenati (J. Chem. Inf. Model., 2004)

Variable Selection and Interpretation in Structure-Affinity Correlation Modeling of Estrogen Receptor Binders. - Federico Marini 001; Alessandra Roncaglioni; Marjana Novic (J. Chem. Inf. Model., 2005)

Novel Characterization of Proteomics Maps by Sequential Neighborhoods of Protein Spots. - Milan Randic; Marjana Novic; Marjan Vracko (J. Chem. Inf. Model., 2005)

Chemometric Approach in Quantification of Structural Identity/Similarity of Proteins in Biopharmaceuticals. - Spela Zuperl; Primoz Pristovsek; Viktor Menart; Vladka Gaberc-Porekar; Marjana Novic (J. Chem. Inf. Model., 2007)

Kohonen and Counterpropagation Neural Networks Applied for Mapping and Interpretation of IR Spectra. - Marjana Novic (Artificial Neural Networks, 2009)

Flexibility of a biotinylated ligand in artificial metalloenzymes based on streptavidin - an insight from molecular dynamics simulations with classical and ab initio force fields. - Jaroslaw J. Panek; Thomas R. Ward; Aneta Jezierska-Mazzarello; Marjana Novic (J. Comput. Aided Mol. Des., 2010)

Novel graph distance matrix. - Milan Randic; Tomaz Pisanski; Marjana Novic; Dejan Plavsic (J. Comput. Chem., 2010)

Some findings relevant to the mechanistic interpretation in the case of predictive models for carcinogenicity based on the counter propagation artificial neural network. - Natalja Fjodorova; Marjana Novic (J. Comput. Aided Mol. Des., 2011)

Evaluating the applicability domain in the case of classification predictive models for carcinogenicity based on the counter propagation artificial neural network. - Natalja Fjodorova; Marjana Novic; Alessandra Roncaglioni; Emilio Benfenati (J. Comput. Aided Mol. Des., 2011)

Design and Synthesis of New Antioxidants Predicted by the Model Developed on a Set of Pulvinic Acid Derivatives. - Antoine Le Roux; Igor Kuzmanovski; Damien Habrant; Stéphane Meunier; Pierre Bischoff; Brice Nadal; Sophie A.-L. Thetiot-Laurent; Thierry Le Gall; Alain Wagner; Marjana Novic (J. Chem. Inf. Model., 2011)

Cluster-based molecular docking study for in silico identification of novel 6-fluoroquinolones as potential inhibitors against mycobacterium tuberculosis. - Nikola Minovski; Andrej Perdih; Marjana Novic; Tomaz Solmajer (J. Comput. Chem., 2013)

Common vertex matrix: A novel characterization of molecular graphs by counting. - Milan Randic; Marjana Novic; Dejan Plavsic (J. Comput. Chem., 2013)

On the centrality of vertices of molecular graphs. - Milan Randic; Marjana Novic; Marjan Vracko; Dejan Plavsic (J. Comput. Chem., 2013)

A catapult. Searching optima using Factorial Designs and 2D-neural network mapping technique a tutorial. - Natalja Fjodorova; Marjana Novic; Matej Hohnjec (SIMULTECH, 2014)

CPANNatNIC software for counter-propagation neural network to assist in read-across. - Viktor Drgan; Spela Zuperl; Marjan Vracko; Claudia Cappelli; Marjana Novic (J. Cheminformatics, 2017)