Marjana Novič

发表

Kohonen and counterpropagation artificial neural networks in analytical chemistry

Jure Zupan, Marjana Novič, Itziar Ruisánchez, 1997 .

Neural networks with counter-propagation learning strategy used for modelling

Johann Gasteiger, Jure Zupan, Marjana Novič, 1995 .

Milestones in graphical bioinformatics

Dejan Plavšić, Milan Randić, Marjana Novič, 2013 .

Modelling metabolic energy by neural networks

Jure Zupan, Marjana Novič, J. Lozano, 1995 .

Rodent Carcinogenicity Dataset

Natalja Fjodorova, Marjana Novič, 2013 .

Chemometrics: a versatile tool to explore large dataset

Marjana Novič, Špela Župerl, Katja Stopar, 2014 .

The Comparison of Docking Search Algorithms and Scoring Functions: An Overview and Case Studies

Marjana Novič, Tjaša Tibaut, Marko Anderluh, 2016 .

A Comprehensive Cheminformatics Analysis of Structural Features Affecting the Binding Activity of Fullerene Derivatives

Natalja Fjodorova, Marjana Novič, Bakhtiyor Rasulev, 2020, Nanomaterials.

Quantitative structure-activation barrier relationship modeling for Diels-Alder ligations utilizing quantum chemical structural descriptors

Viktor Drgan, Marjana Novič, Sisir Nandi, 2013, Chemistry Central Journal.

New public QSAR model for carcinogenicity

Emilio Benfenati, Alessandra Roncaglioni, Natalja Fjodorova, 2010, Chemistry Central journal.

Counter-Propagation Artificial Neural Network Models for Prediction of Carcinogenicity of Non-congeneric Chemicals for Regulatory Uses

Marjana Novič, N. Fjodorova, S. Zuperl, 2017 .

Artificial neural networks in molecular structures—property studies

Marjan Vračko, Marjana Novič, M. Novič, 2003 .

Application of Artificial Neural Networks in Meat Production and Technology

Dejan Škorjanc, Marjeta Čandek-Potokar, Marjana Novič, 2011 .

Counter-propagation neural networks in Matlab

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

Integration of QSAR and SAR methods for the mechanistic interpretation of predictive models for carcinogenicity

Natalja Fjodorova, Marjana Novič, 2012, Computational and structural biotechnology journal.

Building knowledge into an expert system

Simona Bohanec, Jure Zupan, Marko Razinger, 1988 .

5 Reduction of the Information Space for Data Collections

Marko Razinger, Marjana Novič, M. Razinger, 1990 .

Neural nets for mass and vibrational spectra

Johann Gasteiger, Xinzhi Li, Jure Zupan, 1993 .

π-Electron currents in fixed π-sextet aromatic benzenoids

Dejan Plavšić, Milan Randić, Marjana Novič, 2012, Journal of Mathematical Chemistry.

Eigenvalues as Molecular Descriptors

Marjan Vračko, Milan Randić, Marjana Novič, 2001 .

Mechanistic interpretation of artificial neural network‐based QSAR model for prediction of cathepsin K inhibition potency

Viktor Drgan, Nikola Minovski, Marjana Novič, 2014 .

Optimization of pigment dyeing process of high performance fibers using feed-forward bottleneck neural networks mapping technique.

Natalja Fjodorova, Marjana Novič, Tamara Diankova, 2011, Analytica chimica acta.

Reduction of the information space for data collections

Simona Bohanec, Jure Zupan, Marjana Novič, 1988 .

Compact 2-D graphical representation of DNA

Marjan Vracko, Jure Zupan, Milan Randić, 2003 .

Chemometrics characterisation of the quality of river water

Darinka Brodnjak-Vončina, Jure Zupan, Marjana Novič, 2002 .

On ordering of folded structures

Subhash C. Basak, Marjan Vracko, Milan Randić, 2000 .

Computer generation of chemical structures from known fragments

Jure Zupan, Marko Razinger, Marjana Novič, 1986 .

Quantitative and qualitative models for carcinogenicity prediction for non-congeneric chemicals using CP ANN method for regulatory uses

Ralph Kühne, Natalja Fjodorova, Gerrit Schüürmann, 2010, Molecular Diversity.

Spectrum-Like Graphical Representation of RNA Secondary Structure

Dejan Plavšić, Marjan Vračko, Milan Randić, 2009 .

Modeling of property prediction from multicomponent analytical data using different neural networks

Nineta Majcen, Jure Zupan, Marjana Novič, 1995 .

π-electron currents in polycyclic conjugated hydrocarbons : Coronene and its isomers having five and seven member rings

Dejan Plavšić, Damir Vukičević, Marjan Vračko, 2012 .

An attempt to predict pork drip loss from pH and colour measurements or near infrared spectra using artificial neural networks.

Marjana Novič, Maja Prevolnik, M. Čandek-Potokar, 2009, Meat science.

QSAR Models for Reproductive Toxicity and Endocrine Disruption Activity

Marjan Vračko, Marjana Novič, M. Novič, 2010, Molecules.

Optimisation of structure representation for QSAR studies

Jure Zupan, Marjana Novič, J. Zupan, 1999 .

Verification of the geological origin of bottled mineral water using artificial neural networks

Marjan Vračko, Marjana Novič, M. Novič, 2010 .

π‐Electron currents in larger fully aromatic benzenoids

Dejan Plavšić, Damir Vukičević, Milan Randić, 2012 .

General type of a uniform and reversible representation of chemical structures

Jure Zupan, Marjana Novič, J. Zupan, 1997 .

Structural features of diverse ligands influencing binding affinities to estrogen α and estrogen β receptors. Part II. Molecular descriptors calculated from conformation of the ligands in the complex resulting from previous docking study

Emilio Benfenati, Elena Boriani, Marjana Novič, 2007, Molecular Diversity.

Prediction of gas chromatographic retention indices using variable connectivity index

Subhash C. Basak, Milan Randić, Marjana Novič, 2001 .

Comparison of spectrum-like representation of 3D chemical structure with other representations when used for modelling biological activity

Marjan Vračko, Marjana Novič, M. Novič, 2001 .

Data exploration on standard asphalt mix analyses

Marjana Novič, Marjan Tusar, 2009 .

Classification of multicomponent analytical data of olive oils using different neural networks

Johann Gasteiger, Xinzhi Li, Jure Zupan, 1994 .

Determination of concentrations at hydrolytic potentiometric titrations with models made by artificial neural networks

Darinka Brodnjak-Vončina, Jure Zupan, Marjana Novič, 1999 .

Chemometrical treatment of electronic structures of 28 flavonoid derivatives

Marjan Vračko, Marjana Novič, M. Novič, 2000 .

Study of structure–toxicity relationship by a counterpropagation neural network

Jure Zupan, Marjan Vračko, Marjana Novič, 1999 .

Multivariate data analysis in classification of vegetable oils characterized by the content of fatty acids

Darinka Brodnjak-Vončina, Marjana Novič, M. Novič, 2005 .

Simultaneous determination of iron(II) and iron(III) by flow injection analysis A mathematical simulation of the detector response

Jure Zupan, Marjana Novič, Milko Novič, 1997 .