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Igor Kuzmanovski
Name: Igor Kuzmanovski
Date of birth: 21.07.1971
Place of birth: Skopje, Macedonia
Nationality: Macedonian
E-mail: shigor(at)iunona.pmf.ukim.edu.mk
/ igor(at)hemija.net
Address: Arhimedova 5,
1000 Skopje,
Macedonia
Telephone: +389-2-3249938
Fax: +389-2-3226865
Education:
- 1986–1990 – Secondary school of chemistry and chemical technology “Marie
Curie Sklodowska” in Skopje;
- 1991–1996 – University “Sts. Cyril and Methodius”, Faculty of Natural
Sciences & Mathematics in Skopje, at the Institute of Chemistry (GPA
9.35/10.00);
- 1996–2001 – Postgraduate student at the Faculty of Natural Sciences &
Mathematics in Skopje, Institute of Chemistry – specialising analytical
chemistry/chemometrics (GPA 9.83/10.00);
- 2006–2007 - Postdoctoral studies at
National Institute
of Chemistry, Ljubljana, Slovenia and University of Bern,
Department of Chemistry and
Biochemistry. The field of research:
An Integrated Biomimetic Approach to Asymmetric Catalysis - Development of
Quantitative Structure-Enantioselectivity Relationships for catalytic
dendrimers.
- B.Sc. in chemistry: Vibrational spectra of magnesium hydrogen phosphate
three hydrate & manganese hydrogen phosphate three hydrate
(Faculty of
Natural Sciences & Mathematics, April 1996)
- M.Sc. thesis: Application of some chemometric methods for analysis of
the composition of urinary calculi
(Faculty of Natural Sciences &
Mathematics, January 2002)
- Ph.D. thesis: Chemometric analysis of urinary calculi (PDF:
Macedonian,
English)
(Faculty of
Natural Sciences & Mathematics, June 2005).
Teaching:
Experience with chemometric techniques:
- Target Factor Analysis;
- Principal Component Analysis;
- Principal Component Regression;
- Partial Least Squares Regression;
- Artificial Neural Networks;
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- Self-organizing Maps;
- Counter-propagation Neural Networks
- Support Vector Machines;
- Curve Fitting;
- Genetic Algorithms.
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Research fellowships:
Visiting researcher:
Working experience out of University:
Selected publications:
- Igor Kuzmanovski, Zlatko Zografski, Mira Trpkovska, Bojan Šoptrajanov and Viktor Stefov, SIMULTANEOUS DETERMINATION OF COMPOSITION OF HUMAN URINARY CALCULI BY ARTIFICIAL NEURAL NETWORKS,
Fresenius’ J. of Anal. Chem. 370, 919-923 (2001).
- Igor Kuzmanovski, Slobotka Aleksovska OPTIMIZATION OF ARTIFICIAL NEURAL NETWORKS FOR PREDICTION OF THE UNIT CELL PARAMETERS IN ORTHORHOMBIC PEROVSKITES. COMPARISON WITH MULTIPLE LINEAR REGRESSION,
Chemometrics and Intelligent Laboratory Systems, 67, 167-174
(2003).
- Igor Kuzmanovski, Mira Trpkovska, Bojan Šoptrajanov and Viktor
Stefov DETERMINATION OF THE COMPOSITION OF HUMAN URINARY CALCULI
COMPOSED OF WHEWELLITE, WEDDELLITE AND CARBONATE APATITE USING
ARTIFICIAL NEURAL NETWORKS, Anal. Chim. Acta, 491, 211-218
(2003).
- Igor Kuzmanovski, Mirjana Ristova, Bojan Šoptrajanov, Viktor
Stefov, Vlado Popovski, DETERMINATION OF THE COMPOSITION OF
SIALOLITHS COMPOSED OF CARBONATE APATITE AND ALBUMIN USING
ARTIFICIAL NEURAL NETWORKS, Talanta, 62, 813-817 (2004).
- Sandra Dimitrovska, Slobotka Aleksovska, Igor Kuzmanovski,
PREDICTION OF THE UNIT CELL PARAMETER OF CUBIC A22+BB'O6
PEROVSKITES BY MULTIPLE LINEAR REGRESSION AND ARTIFICIAL NEURAL
NETWORKS, Central Eur. J. Chem., 3 (1) 198-215 (2005).
- Igor Kuzmanovski, Mira Trpkovska, Bojan Šoptrajanov,
OPTIMIZATION OF SUPERVISED SELF-ORGANIZING MAPS WITH GENETIC
ALGORITHMS FOR CLASSIFICATION OF URINARY CALCULI, J. Mol.
Struct., 744-747, 833-838 (2005).
- Vinka Tanevska, Igor Kuzmanovski, Orhideja Grupče, PROVENANCE DETERMINATION OF VINICA TERRA COTTA ICONS USING SELF-ORGANISING MAPS, Annaly de Chimica, 97 (7) 541–552 (2007).
- Igor Kuzmanovski, Sandra Dimitrovska-Lazova, Slobotka Aleksovska, CLASSIFICATION OF PEROVSKITES WITH SUPERVISED SELF-ORGANIZING MAPS, Anal. Chim. Acta, 595, 182–189 (2007).
Total number of published articles: 29
The most recent participation on conferences and congresses:
- PHP – MySQL PERIODIC
TABLE OF ELEMENTS, 17th Congress of Chemists & Technologists of
Macedonia (with international participation), Skopje, 2002
- Igor
Kuzmanovski, Ana Madevska-Bogdanova, Mira Trpkovska, MULTICATEGORY SUPPORT
VECTOR MACHINES FOR CLASSIFICATION OF HUMAN URINARY CALCULI, 14th International Symposium
Spectroscopy in Theory and Practice, 29, Nova Gorica, Slovenia, 2005. (invited lecture).
- Bojan Šoptrajanov, Igor Kuzmanovski and
Mira Trpkovska, VIBRATIONAL SPECTROSCOPIC AND CHEMOMETRIC
STUDIES OF URINARY CALCULI, 1st European Conference on Chemistry
for Life Sciences (Understanding the Chemical Mechanisms of
Life), Book of abstracts, Rimini, Italy, 2005.
- Igor Kuzmanovski and Goran Stojković,
QUANTITATIVE STRUCTURE-PROPERTY RELATIONSHIP STUDY OF PREDICTION
OF PKBH+ FOR SERIES OF AMIDES USING COUNTER-PROPAGATION NEURAL
NETWORKS AND GENETIC ALGORITHAMS, 5th International conference
of the Chemical Societies of the South-Eastern Europeans
Countries, Book of Abstracts, 57, NH-P05, Ohrid, Macedonia,
2006.
- Igor Kuzmanovski, Marjana Novič, Mira
Trpkovska, AUTOMATIC ADJUSTMENT OF RELATIVE IMPORTANCE OF
DIFFERENT INPUT VARIABLES FOR OPTIMIZATION OF
COUNTER-PROPAGATION NEURAL NETWORKS, 10th International
Conference on Chemometrics in Analytical Chemistry, Book of
Abstracts, P058, Águas de Lindóia, Brazil, 2006.
- Igor Kuzmanovski , Sacha Javor, Jean-Louis Reymond, Marjana Novič, CHEMOMETRIC APPROACH IN OPTIMIZATION OF DENDRIMERS IN
ASYMMETRIC CATALYSIS, 14th International Symposium Spectroscopy
in Theory and Practice, 65, Nova Gorica, Slovenia, 2007.
Total number of presentations on conferences and congresses: 46
Books:
- L. Šoptrajanova, M. Stefova & I. Kuzmanovski, SOURCES OF
INFORMATION FOR CHEMISTS, Prosvetno delo, Skopje, 1999.
(language: Macedonian)
Computer skills:
- Excellent knowledge of Matlab, Mathcad, Grams 32 Spectral Notebase, HyperChem, ChemOffice, Basic and Microsoft Word;
- Good in using PHP (web programming),
mySQL (databases), Visual Basic, Microsoft Excel;
- Experience with Visual Basic, Java, Gaussian 94.
Activities:
- Editor and founder of the first Macedonian webzine
for popularization of chemistry – Hemija.net (http://www.hemija.net/);
- Editor and founder of the Macedonian Internet
directory of links for chemists – Link.Hemija.net (http://link.hemija.net/);
- Member of the Organizing Committee of the
ICOSECS5 – 5th International Conference of
Southeastern European Chemical Societies.
- Member of the Organizing Committee of the First
Congress of Pure and Applied Chemistry for Students of
Macedonia;
- Member of the Organizing Committee of the XV
Congress of Chemists and Technologists of Macedonia;
- Member of the Scientific Committee of the Third
Congress of Pure and Applied Chemistry for Students of
Macedonia;
Other:
- Reviewer for: Chemometrics and Intelligent Laboratory Systems,
Analytica Chimica Acta, Journal of Molecular Structure
and Spectroscopy Letters,;
- Hemija.net won the second place (in one of the
categories) in the competition for the best Macedonian
web site organized by PlugIn – Macedonian magazine for
popularization of computers (results:
http://www.baltok.com/plugin/rezultati.php -
content in Cyrillic);
- Experience in modeling of simple theoretical
models of oscillating reaction using Mathcad;
- Author of the official poster for XVII Congress of
Chemists and Technologists of Macedonia;
- Writing poetry.
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