prof. Sergii Babichev, DrSc.

odborný asistent

Místnost:  6.05 (CPTO)

Telefon:  +420 475 286 720

E-mail: sergii.babichev@ujep.cz

Konzultační hodiny:

úterý	12.30-14.00
čtvrtek	12.30-14.00

Vzdělání

• Chersonský státní pedagogický institut, Ukrajina, Fyzikálně technická fakulta, od 08/1979 – do 07/1984 (Mgr.)
• Chersonská státní technická univerzita, Ukrajina, od 09/1998 – do 07/2002 (CSc., automatizované systémy řízení a progresivní informační technologie)

Profesní zaměření

Data mining

Pedagogická činnost

Vyučované předměty, z toho v aktuálním semestru (více v rozvrhu a v IS STAG):

• KI/AVD Analýza a vizualizace dat
• KI/NME Numerické metody
• KI/PGL1 Programování I
• KI/PGL2 Programování II
• KI/0183 Data mining – základy
• KI/0184 Data mining – pokročilé metody

Publikační činnost

S. Babichev, Mohamed Ali.Taif., V. Lytvynenko. Inductive model of data clustering based on the agglomerative hierarchical algorithm. The 1th IEEE International Conference on Data Stream Mining & Processing 23-27 August 2016, Lviv, Ukraine, P.19-22.

S. Babichev. The hybrid model of data clustering based on the k-means algorithm and inductive modeling method. Proceeding of the XII International Scientific Conference „Intellectual Decision-Making Systems and Problems of Computational Intelligence“ (ISDMCI’2016). Zaliznyi Port, Ukraine. May 24-28, 2016.
http://www.isdmci.org.ua/index.php?sel_lang=english

S. Babichev, V. Lytvynenko, A. Sharko. Inductive model of data clustering based on the k-means algorithm. Proceeding of the International Scientific and Technical Conference «Geoinformation systems, computer technologies of ecological and economical monitoring, GISCTEEM-2016». Dnipropetrovsk, Ukraine April 13 – 15, 2016.
http://gis.dp.ua/conf2016-publications/

S. Babichev, Mohamed Ali.Taif., V. Lytvynenko. Filtration of Nucleotide DNA Gene Expression Profiles. International Frontier Science Letters , 2016, Vol. 8, P. 1-8.
https://www.scipress.com/IFSL.8.1

S. Babichev, A. Kornelyuk, V. Lytvynenko, V. Osypenko. Computational analysis of microarray gene expression profiles of lung cancer. Biopolymers and Cell, Kiev, Ukraine. 2016. Vol. 32. №1. P. 70–79.
http://www.biopolymers.org.ua/pdf/32/1/070/biopolym.cell-2016-32-1-070-en.pdf

S.Babichev, V. Osypenko, Taif Mohamed Ali, V. Lytvynenko. The Using of Biclustering Techniques in Inductive Modeling Systems of Biological Processes. Inductive Modeling of Complex Systems. Kiev, Ukraine. 2015, №7. P. 5-14.
http://www.mgua.irtc.org.ua/attach/IMCS/2015_7/3.pdf

Babichev S. A. Youssef Ali Alhehdawi, Lytvynenko V. I. The system of DNA microarray filtration by use of the wavelet analysis and entropy cryterion. Proceedings of the Kherson National Technical University, Ukraine. 2015, №5. P 112-120. (podíl 65%)

Babichev S.  A. The modern state and perspectives of clustering methods development for high dimensional data analysis. Control Systems and Computers, Kiev, Ukraine. 2015, №1. P 14-24.

Babichev S.  A., Bidyuk P. I., Kornelyuk A. I., Lytvynenko V. I. The analysis of modern state of the data preprocessing problem for estimate the level of gene expression. Control Systems and Computers, Kiev, Ukraine. 2015, №2. P 18-31. (podíl 70%)
http://koha.tntu.edu.ua/cgi-bin/koha/opac-detail.pl?biblionumber=177157

Babichev S.  A. Optimization of information preprocessing in clustering systems of high dimension data. Radio Electronics, Computer Science, Control. Zaporozhye, Ukraine. 2014, №2. Р 135-142.
http://cyberleninka.ru/article/n/optimizatsiya-protsessa-predobrabotki-informatsii-v-sistemah-klasterizatsii-vysokorazmernyh-dannyh

Babichev S.  A. Application of entropy criterion for an estimating of quality of DNA microarray data normalization. System Technologies. Dnepropetrovsk, Ukraine. 2013, №6 (89). P 3-10.
http://st.nmetau.edu.ua/journals/89/1_a_en.pdf

Babichev S.  A., Pogrebnjak I., Sharko A. The complex using of Bayesian network and system of fuzzy logic in model of strength characteristics of metals definition. System Technologies. Dnepropetrovsk, Ukraine. 2012, № 2 (79). P 95-103. (podíl 60%)
http://st.nmetau.edu.ua/journals/79/12_a_ru.pdf

Vartuzov V., Babichev S.  A., Lytvynenko V., Fefelov A. The model of analytical system of narcotic substances profiling with the use of Bayesian network. Proceedings of the National University „Lviv Polytechnic“. 2012. № 744. P 114-119. (podíl 50%)
http://vlp.com.ua/node/10218

Babichev S.  A., Dydyk A.A., Lytvynenko V.I., Fefelov A.A. Shkurdoda S.V. Filtration of chromatograms based of wavelet analysis with the use of entropy criterion. System Technologies. Dnepropetrovsk, Ukraine. 2010, № 6 (71). P 17-32. (podíl 60%)
http://st.nmetau.edu.ua/journals/71/3_a_ru.pdf

Dodatečné informace

Používaný přepis jména v mezinárodní transkripci Sergii Babichev.