Вонреден професор д-р Игор Кузмановски associate prof. Dr Igor Kuzmanovski


Кабинет 333 Локал 936 Дир. телефон 02/3249936 Email [protected email] Консултации

Датум на раѓање: 21.07.1971
Место на раѓање: Скопје, Македонија

1986–1990 – Хемиски училишен центар Марија Склодовска Кири, Скопје;
1991–1996 – Додипломски студии, Универзитет Св. Кирил и Методиј, Природно-математички факултет, Институт за хемија (9,35/10,00);
1996–2001 – Последипломски студии, Универзитет Св. Кирил и Методиј, Природно-математички факултет, Институт за хемија (9,83/10,00);
2006–2007 – Постдокторски студии, Kemijski Institut, Ljubljana, Slovenia и University of Bern, Department of Chemistry and Biochemistry. Поле на истражување: An Integrated Biomimetic Approach to Asymmetric Catalysis - Development of Quantitative Structure-Enantioselectivity Relationships for catalytic dendrimers.
 
Дипломска работа: Вибрациони спектри на магнезиум хидрогенфосфат трихидрат и манган хидрогенфосфат трихидрат, ПМФ, Скопје (април 1996);
Магистерска работа: Примена на некои хемометриски методи за анализа на составот на уринарни калкулуси, ПМФ, Скопје, (јануари 2002);
Докторска дисертација: Хемометриска анализа на уринарни калкулуси, ПМФ, Скопје (јуни, 2005)

П о л е   н а   н а у ч е н   и н т е р е с:
Хемометрија – примена на математички, статистички и методи на вештачка интелигенција во анализа на хемиски податоци;
Хеминформатика – развој на софтвер и алгоритами за анализа на хемиски податоци.

П о з н а в а њ а   н а   п р о г р а м с к и   ј а з и ц и:
Извинредни познавања од: Matlab (посебно од: PLS Toolbox, Neural Networks Toolbox, Self-organizing Maps Toolbox, Genetic Algorithms Toolbox - University of Sheffield, OSU Support Vector Machines Toolbox), Mathcad, BASIC.
Добри познавања од: PHP (интернет програмирање) и MySQL (работа со бази на податоци);
Искуство со: Java, Visual Basic и GROMACS.

Искуство во работа со хемометриски алгоритми:

    * Целна факторна анализа,
    * Карактеристична векторска анализа,
    * Регресија на карактеристични вектори,
    * Регресија на парцијални најмали квадрати,
    * Вештачки невронски мрежи,
    * Самоорганизирани мапи,
    * Контра-пропагирачки вештачки невронски мрежи,
    * Генетски алгоритми.

Предавања по покана на конгрески, курсеви, како и на други универзитети и институции (започнувајќи од 2005):

  • I. Kuzmanovski, A. Madevska-Bogdanova, M. Trpkovska, MULTICATEGORY SUPPORT VECTOR MACHINES FOR CLASSIFICATION OF HUMAN URINARY CALCULI, 14th International Symposium Spectroscopy in Theory and Practice, 29, Nova Gorica, Slovenia, 2005.
  • V. Tanevska, I. Kuzmanovski, Orhideja Grupče, USE OF SOME CHEMOMETRIC METHODS FOR PROVENANCE DETERMINATION OF TERRA COTTA ICONS FOUND IN VINICA FORTRESS, COST Action G8 Non-Destructive Analysis and Testing of Museum Objects, Book of Abstracts, 20, Nicosia, Cyprus, 2006.
  • I. Kuzmanovski, S. Dimitrovska-Lazova, S. Aleksovska, CLASSIFICATION OF PEROVSKITES WITH SUPERVISED SELF-ORGANIZING MAPS, 10th International Conference on Chemometrics in Analytical Chemistry, Book of Abstracts, P058, Águas de Lindóia, Brazil, 2006.
  • I. Kuzmanovski, PEPTIDE DENDRIMERS – SEARCHING FOR ROTATIONALLY RIGID 3D STRUCTURE USING MOLECULAR DYNAMICS AND CHEMOMETRICS, Chemistry Department “G. Ciamician”, Università di Bologna, Italy, 1st–2nd December 2006.
  • I. Kuzmanovski, MOLECULAR DYNAMIC AND CHEMOMETRIC SCREENING OF CONFORMATIONALLY RIGID DENDRIMERS FOR THEIR POTENTIAL USE IN ASYMMETRIC CATALYSIS, Max Planck Institute, Muelheim, Germany, 24th–26th April 2007.
  • I. Kuzmanovski, CHEMOMETRIC APPROACH IN OPTIMIZATION OF DENDRIMERS IN ASYMMETRIC CATALYSIS, From Molecules to Functionalised Materials – Intensive Lecture Course, Sts. Cyril and Methodius University, Skopje, Macedonia, May 2008.
  • I. Kuzmanovski, Sacha Javor, Jean-Louis Reymond, Marjana Novič, THE INFLUENCE OF DIFFERENT AMINO ACIDS ON THE COMPACTNESS OF THE STRUCTURE OF DENDRIMERS - CHEMOMETRIC APPROACH, 20th Congress of Chemists & Technologists of Macedonia, Book of Abstracts, 41, Ohrid, Macedonia, 2008.
  • I. Kuzmanovski, CHEMOMETRICS IN ARCHAEOMETRY, Balkan Symposium on Archaeometry, Book of Procedings, 22, Ohrid, Macedonia, 2008.
  • I. Kuzmanovski, DATA MINING APPROACH IN CLASSIFICATION OF PEROVSKITES, From Molecules to Functionalised Materials – Intensive Lecture Course, Sts. Cyril and Methodius University, Skopje, Macedonia, 30th September – 5rd October 2008.
  • I. Kuzmanovski, SELF-ORGANIZING MAPS IN ARCHAEOMETRY AND STRUCTURAL CHEMISTRY, Università degli Studi di Genova, Genova, Italy, 16th April 2009.
  • I. Kuzmanovski, CHEMOMETRIC EXAMINATION OF PEROVSKITES, Uniwersytet Wrocławski, Wydział Chemii, 16th November 2009.
  • N. Stojić, S. Erić, I. Kuzmanovski, PREDICTION OF TOXICITY AND DATA EXPLORATORY ANALYSIS OF ESTROGEN-ACTIVE ENDOCRINE DISRUPTORS USING COUNTER-PROPAGATION ARTIFICIAL NEURAL NETWORKS, From Molecules to Functionalised Materials – Intensive Lecture Course (Workshop), Universitatea Babeş-Bolyai,, Cluj-Napoca, Romania, 13–17 October 2010.
  • Igor Kuzmanovski, Chemometrics in Archaeometry, National Institute of Chemistry, Ljubljana, Slovenia, 13 January 2012.
  • Igor Kuzmanovski, Counter-propagation Artificial Neural Networks in Matlab, L03 Seminar, National Institute of Chemistry, Ljubljana, Slovenia, 21 January 2012.
  • Igor Kuzmanovski, Genetic Algorithms in Matlab, L03 Seminar, National Institute of Chemistry, Ljubljana, Slovenia, 28 January 2012.
  • Igor Kuzmanovski, Support Vector Machines in Matlab, L03 Seminar, National Institute of Chemistry, Ljubljana, Slovenia, 6 February 2012.
  • Slavica Eric, Igor Kuzmanovski, Computer-aided modeling of hormone receptor-mediated toxicity, 22nd Congress of Chemists & Technologists of Macedonia, Book of Abstracts, 50, Ohrid, 05–09 September, Macedonia, 2012.
  • Marjana Novič, Rok Martinčič, Alain Wagner, Igor Kuzmanovski. Prediction models for designing new potent antioxidants. V: Seventh Indo-US Workshop on Mathematical Chemistry (with applications to chemoinformatics, bioinformatics, toxicoinformatics, molecular design and new drug discovery), December 4-6, 2012, PRIST University, Thanjavur, Tamil Nadu, India. Abstracts. Thanjavur: [s. n.], 2012, str. 4.



Longer visits:
    Institute of Analytical Chemistry, University of Vienna, Vienna, Austria (June–August, 1999);
    National Institute of Chemistry, Laboratory of Chemometrics, Ljubljana, Slovenia (at least once per year since 2005; post-doc position: 2006–2007; 9th January 2012 – one month);
    Department of Chemistry and Biochemistry, University of Bern, Switzerland (10.2006–03.2007);
    Uniwersytet Wrocławski, Wydział chemii (09.2009–12.2009).  

Short visits:
    Univerzitert u Beogradu, Fakultet za farmaciju, Srbijа, March, 2009 (one week);
    Università degli Studi di Genova, Genova, April 2009 (one week).
    Universitatea Babeş-Bolyai, Cluj-Napoca, Romania, 13–17 October 2010.