Nina Jeliazkova
- Name
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Dr. Nina Jeliazkova
- Institute
- Postal addresse
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Ideaconsult
Angel Kanchev 4
1000 Sofa
Bulgaria - Phone
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Phone: Mobile: +359 886802011 Fax: +359 2 9526265 - Web
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Homepage: Nina Jeliazkova eMail: jeliazkova.nina@gmail.com - About
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M.Sc. in Computer Science, Institute for Fine Mechanics and Options, St. Petersburg, Russia – 1991
Ph.D. in Computer Science, Sofia , Bulgaria (Thesis “Novel computer methods for molecular modelling”) – 2001.Research fields:
- data mining
- chemoinformatics
- QSAR
- networking
Professional Experience:
- software developer at the oil refinery Neftochim, Bourgas, Bulgaria – 1991-1995
- Ph.D. student at Technical University, Sofia, Bulgaria – 1995
- researcher at the Central Laboratory for Parallel Processing, Bulgarian Academy of Sciences, Sofia, Bulgaria – 1996-2001
- collaborator and software developer with the Laboratory of Mathematical Chemistry, Bourgas, Bulgaria – 1996-2001
- PostDoc at Central Product Safety department, Procter & Gamble, Brussels, Belgium – 2002-2003
- associate professor at the Institute for Parallel Processing, Bulgarian Academy of Science, Sofia, Bulgaria since 2004
- technical manager at Ideaconsult Ltd. – 2005.
- Experience in software development, QSAR, cheminformatics.
Teaching:
- Computer Graphics, Computer architectures, Operating Systems, Internetworking at Technical University – Sofia, New Bulgarian University – Sofia, American College – Sofia, Bulgaria.
- Author and co-author of more than 40 scientific papers in Bulgarian and international journals, as well as 2 textbooks.
- Curriculum Vitae
- List of publications
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QSAR, Chemical Similarity
- R. Benigni, A. Worth, T. Netzeva, N. Jeliazkova, C. Bossa, A. Gruska, R. Franke, Structural motifs modulating the carcinogenic risk of aromatic amines, Environmental and Molecular Mutagenesis, 2009, 50:152161
- Patlewicz G, Jeliazkova N, Safford RJ, Worth AP, Aleksiev B. An evaluation of the implementation of the Cramer classification scheme in the Toxtree software. SAR QSAR Environ Res. 2008;19(5-6):495-524.
- G. Patlewicz, N. Jeliazkova, A. Gallegos Saliner, A. P. Worth, Toxmatch-a new software tool to aid in the development and evaluation of chemically similar groups,SAR and QSAR in Environmental Research, 19:3, 397 — 412(2008)
- N. Kochev, O. Pukalov, G. Andreev, N. Jeliazkova; Software Module For Prediction Of Molar Refractivity; Scientific Researches of The Union of Scientists in Bulgaria - Plovdiv, Series B, "Natural Sciences and the Humanities" 2008, Vol X, 225-228.
- Joanna Jaworska, Nina Nikolova-Jeliazkova, How can structural similarity analysis help in category formation, SAR and QSAR in Environmental Research, vol 18, 3-4 (2007)
- Joanna Jaworska, Nina Nikolova-Jeliazkova, Tom Aldenberg QSAR Applicability Domain Estimation by Projection of the Training Set in Descriptor Space: A Review, ATLA, 33, 445–459 (2005)
- Nina Nikolova-Jeliazkova, Joanna Jaworska An Approach to Determining Applicability Domains for QSAR Group Contribution Models: An Analysis of SRC KOWWIN, ATLA, 33, 461–470 (2005)
- T.I. Netzeva, A.P. Worth,T. Aldenberg, R. Benigni, M.T.D. Cronin, P. Gramatica, J.S. Jaworska, S. Kahn, G. Klopman, C.A. Marchant, G. Myatt, N. Nikolova-Jeliazkova, G.Y. Patlewicz, R. Perkins, D.W. Roberts, T.W. Schultz, D.T. Stanton, J.J.M. van de Sandt, W. Tong, G. Veith & C. Yang ECVAM WORKSHOP REPORT Current status of methods for defining the applicability domain of (quantitative) structure-activity relationships , ATLA, 33, 155-173 (2005)
- Aynur O. Aptula, Nina G. Jeliazkova,, Terry W. Schultz, Mark T. D. Cronin The Better Predictive Model: High q2 for the Training Set or Low Root Mean Square Error of Prediction for the Test Set?, QSAR and Combinatorial Science 2005, 24, 385-396 (2005)
- Nina Jeliazkova Slow Fingerprints?, CDK News (2005)
- Nikolova N., J. Jaworska. Approaches to Measure Chemical Similarity - a Review. QSAR Comb. Sci. 22, No. 9-10, 1006-1026 (2003)
- Ovanes Mekenyan, Nina Nikolova, Patricia Schmieder, Gilman Veith COREPA-M: A Multi-Dimensional Formulation of COREPA QSAR & Combinatorial Science Volume 23, Issue 1, (2004) Pages 5-18
- Ovanes Mekenyan, Nina Nikolova, Patricia Schmieder, Dynamic 3D QSAR techniques: applications in toxicology, Journal of Molecular Structure (Theochem) 622 (2003) 147–165
- Karabunarliev, S.H., Nikolova N., Nikolov N. and O.G. Mekenyan. Rule interpreter: A chemical language that implements decision rules based on molecular structure, Journal of Molecular Structure: THEOCHEM, Volume 622, Issues 1-2, 7 March 2003, Pages 53-62.
- Jaworska J., Dimitrov S., Nikolova N., Mekenyan O., Probabilistic assessment of biodegradability based on metabolic pathways: CATABOL system., SAR and QSAR in Environmental Research, 2002 vol. 13(2), pp. 307-323
- Mekenyan O.G. Dimitrov D. Nikolova N.,Karabunarliev S.H. Conformational Coverage by a Genetic Algorithm, J.Chem. Inf. Comput. Sci. 1999, 39/6, 997-1016.
Data mining, Generalized Nets, neural networks
- Hristo S. Nikolov, Doyno I. Petkov, Nina Jeliazkova, Stela Ruseva and Kiril Boyanov Non-linear methods in remotely sensed multispectral data classification Advances in Space Research 2008
- N.Jeliazkova, S.Ruseva, K.Boyanov, H.Nikolov, D.Petkov, Application of Nonparametric Bayesian Classifier to Remote Sensing Data, Information Technologies and Control, No. 2, 2004, p 8-12
- Hadjitodorov S., Nikolova N.,Generalized net model of the self-organizing map of Kohonen classical training procedure", Advances in Modelling & Analysis, 2000, 1-B, Vol. 43
- Mateev, Pl., N. Nikolova and G. Angelova. Text Categorisation in an Internet Application for Document Management. Proc. Text Mining Workshop, IJCAI-99, Stockholm, August 1999.
- Nikolova N, Generalized Net representation of back-propagation Neural Network, AMSE Review, Vol. 1, No. 2, 1998
Internet, Networking
- N. Jeliazkova, L. Iliev, V. Jeliazkov, PerfsonarUI – a Standalone Graphical User Interface for Querying perfSONAR Services, IEEE 2006 John Vincent Atanasoff International Symposium on Modern Computing, Sofia, Oct 3-5 2006
- Egorov A., Nikolova N., Load balancing : A case study, in Proceedings of the 10th International Conference "Systems for Automation of Engineering and Research", (SAER '96), September 27-29, 1996, St. Konstantin resort, Varna, Bulgaria
Book chapters
- Boyanov K, Tourlakov Ch., Simeonov A., Boyanow L., Yanev S., Nikolova N., Boyadjiev Y., Genchev G., "Computer Networks. Internet", Sofia, 1998, in Bulgarian
- Boyanov K, Tourlakov Ch., Simeonov A., Boyanow L., Yanev S., Nikolova N., Boyadjiev Y., Genchev G., "Internetworking. Network Principles, Protocols and Administration", Sofia, 1996, in English.
