Diana Santalova

https://www.etis.ee/CV/Diana_Santalova/est
25.10.1974
+3727376400
diana.santalova@ut.ee

Teenistuskäik

Töökohad ja ametid
01.01.2012–31.12.2014   
Tartu Ülikool, Matemaatika-informaatikateaduskond, Matemaatilise statistika instituut, teadur (1,00)
01.01.2010–31.12.2011   
Docent, Institute of Transport Vehicle Technologies, Faculty of Transport and Mechanical Engineering, Riga Technical University, Riga, Latvia
01.01.2002–31.12.2006   
Lecturer, Department of Mathematical Methods and Modeling, Faculty of Computer Science and Electronics, Institute of Transport and Telecommunication, Riga, Latvia
01.01.2001–31.12.2009   
Lecturer, Institute of Transport Vehicle Technologies, Faculty of Transport and Mechanical Engineering, Riga Technical University, Riga, Latvia
01.01.1999–31.12.2001   
Assistant, Institute of Transport Vehicle Technologies, Faculty of Transport and Mechanical Engineering, Riga Technical University, Riga, Latvia
01.01.1998–31.12.1999   
Laboratory Chief, Department of Information Processing and Control Computer Systems, Faculty of Radioelectronics and Computer Systems, Riga Aviation University, Riga, Latvia
01.01.1998–31.12.1999   
Assistant, Department of Information Processing and Control Computer Systems, Faculty of Radioelectronics and Computer Systems, Riga Aviation University, Riga, Latvia
 
 
Haridustee
2005–2008   
Dr.Sc.Ing. with a Major in Land Transport and Infrastructure Sub-sector of Transport and Traffic Sector; Riga Technical University
1996–1998   
Master of natural sciences in Computer Technology; Faculty of Radioelectronics and Computer Systems, Riga Aviation University
1992–1996   
Bachelor of natural sciences in Computer Technology; Faculty of Radioelectronics and Computer Systems, Riga Aviation University

Kvalifikatsioon

Teadustöö põhisuunad
VALDKOND: 4. Loodusteadused ja tehnika; 4.5. Statistika; CERCS ERIALA: P160 Statistika, operatsioonanalüüs, programmeerimine, finants- ja kindlustusmatemaatika

Publikatsioonid

Klass
Aasta
Publikatsioon
 
1.2.
2013
Santalova, Diana (2013). Experimental Analysis of Statistical Properties of Parameter Estimation of Modified Gravity Model. Automatic Control and Computer Sciences, 47 (2), 99−106.10.3103/S0146411613020065.
1.1.
2012
Andronov, Alexander; Santalova, Diana (2012). Statistical estimates for modified gravity model by aggregated data. Communications in Statistics - Simulation and Computation, 41 (6), 730−745.10.1080/03610918.2012.625275.
1.2.
2010
Santalova, Diana (2010). Forecasting of Passenger Conveyances in Latvian Regions Applying Semiparametric Regression Models. The Scientific Journal of Riga Technical University: Transport and Engineering, 18 (6), 141−147.
5.2.
2010
Andronov, Alexander; Santalova, Diana (2010). Simple Estimates for Seemingly Unrelated Regression with Incomplete Data. 23rd Nordic Conference on Mathematical Statistics (Nordstat-2010), Voss, Norway, June 14 – 17, 2010. University of Bergen,.
3.4.
2009
Andronov, Alexander; Santalova, Diana (2009). On Nonlinear Regression Model for Correspondence Matrix of Transport Network. The XIIIth International Conference on Applied Stochastic Models and Data Analysis; Lithuania, Vilnius; 2009, June 30 – July 3. _EditorsAbbr L.Sakalauskas, C.Skiadas and E.K.Zavadskas. Vilnius: Vilnius University, Applied Stochastic Models and Data Analysis International Society, 90−94.
3.4.
2008
Santalova, Diana (2008). The Use of Multivariate Regression Model to Forecast the Freight Air Transportations in the Members Countries of the Europe Union. The International Conference „Modelling of Business, Industrial and Transport Systems; Latvia; 2008, May 7 – 10. Transport and Telecommunication Institute, Riga, Latvia, 258−266.
5.2.
2008
Andronov, Alexander; Santalova, Diana; Svirchenkov, Andrew (2008). On Some Generalization of Seemingly Unrelated Regression Equation Models. The 2nd International Workshop on Computational and Financial Econometrics (CFE-2008). University of Neuchatel, Neuchatel, Switzerland, June 19 – 21, 2008.
1.2.
2007
Santalova, Diana (2007). Forecasting of Rail Freight Conveyances in EU Countries on the Base of the Single Index Model. Computer Modelling and New Technologies, 11 (1), 73−83.
3.1.
2007
Kopytov, Eugene; Santalova, Diana (2007). Application of the Single Index Model for Forecasting of the Inland Conveyances. Recent Advances in Stochastic Modelling and Data Analysis, 268−276.
1.2.
2006
Andronov, Alexander; Zhukovskaya, Catherine; Santalova, Diana (2006). On Mathematical Models for Analysis and Forecasting of the Europe Countries Conveyances. The Scientific Journal of Riga Technical University: Computer Science, 28 (5), 96−106.
5.04.2018

Diana Santalova

https://www.etis.ee/CV/Diana_Santalova/eng
25.10.1974
+37257501066
diana.santalova@ut.ee

Career

Institution(s) and position(s)
01.01.2012–31.12.2014   
University of Tartu, Faculty of Mathematics and Computer Science, Institute of Mathematical Statistics, Research Fellow (1,00)
01.01.2010–31.12.2011   
Docent, Institute of Transport Vehicle Technologies, Faculty of Transport and Mechanical Engineering, Riga Technical University, Riga, Latvia
01.01.2002–31.12.2006   
Lecturer, Department of Mathematical Methods and Modeling, Faculty of Computer Science and Electronics, Institute of Transport and Telecommunication, Riga, Latvia
01.01.2001–31.12.2009   
Lecturer, Institute of Transport Vehicle Technologies, Faculty of Transport and Mechanical Engineering, Riga Technical University, Riga, Latvia
01.01.1999–31.12.2001   
Assistant, Institute of Transport Vehicle Technologies, Faculty of Transport and Mechanical Engineering, Riga Technical University, Riga, Latvia
01.01.1998–31.12.1999   
Laboratory Chief, Department of Information Processing and Control Computer Systems, Faculty of Radioelectronics and Computer Systems, Riga Aviation University, Riga, Latvia
01.01.1998–31.12.1999   
Assistant, Department of Information Processing and Control Computer Systems, Faculty of Radioelectronics and Computer Systems, Riga Aviation University, Riga, Latvia
 
 
Education
2005–2008   
Dr.Sc.Ing. with a Major in Land Transport and Infrastructure Sub-sector of Transport and Traffic Sector; Riga Technical University
1996–1998   
Master of natural sciences in Computer Technology; Faculty of Radioelectronics and Computer Systems, Riga Aviation University
1992–1996   
Bachelor of natural sciences in Computer Technology; Faculty of Radioelectronics and Computer Systems, Riga Aviation University

Qualifications

Field of research
FIELD OF RESEARCH: 4. Natural Sciences and Engineering; 4.5. Statistics; CERCS SPECIALITY: P160 Statistics, operation research, programming, actuarial mathematics
 
 

Completed projects

Publications

Category
Year
Publication
 
1.2.
2013
Santalova, Diana (2013). Experimental Analysis of Statistical Properties of Parameter Estimation of Modified Gravity Model. Automatic Control and Computer Sciences, 47 (2), 99−106.10.3103/S0146411613020065.
5.2.
2013
Santalova, Diana (2013). Migration Flows Estimation Using The Modified Gravity Model. 15th Applied Stochastic Models and Data Analysis International Conference, 25-28 June 2013, Mataro (Barcelona), Spain. _EditorsAbbr Christos H. Skiadas. International Society for the Advancement of Science and Technology, 186−186.
5.2.
2013
Santalova, Diana (2013). Non-symmetrical Passenger Flows Estimation Using the Modified Gravity Model. Seventh International Workshop on Simulation, Department of Statistical Sciences, Unit of Rimini, University of Bologna, Italy, May 21-25, 2013. _EditorsAbbr Mariagiulia Matteucci. Bologna, IT: Dipartimento di Scienze Statistiche "Paolo Fortunati", Alma Mater Studiorum Università di Bologna, 312−313. (Serie Ricerche).
1.1.
2012
Andronov, Alexander; Santalova, Diana (2012). Statistical estimates for modified gravity model by aggregated data. Communications in Statistics - Simulation and Computation, 41 (6), 730−745.10.1080/03610918.2012.625275.
1.2.
2012
Peshkova, Irina; Santalova, Diana (2012). On Application of Weak Regeneration in Simulation of Complex Inventory Control Systems. Proceedings of Petrozavodsk State University, 2, 101−104.
5.2.
2012
Santalova, Diana (2012). Statistical Properties of Parameter Estimation of Modified Gravity Model. 12th International Conference "Reliability and Statistics in Transportation and Communication", Seminar “Stochastic Models and Statistical Inference”, 17 – 20 October 2012, Riga, Latvia. _EditorsAbbr Igor V. Kabashkin, Irina V. Yatskiv. Transport and Telecommunication Institute, Riga, Latvia, 116−117.
5.2.
2012
Peshkova, Irina; Santalova, Diana (2012). On Weak Regeneration Approach for Simulation of Inventory Control Systems. 24th Nordic Conference on Mathematical Statistics (Nordstat-2012), Umeå, Sweden, June 10 – 14, 2012. Umeå University,.
3.4.
2011
Peshkova, Irina; Santalova, Diana (2011). On an Optimal Inventory Problem for Multi-echelon Production System. The 11th International Conference on Reliability and Statistics in Transportation and Communication (RelStat’11); Latvia; October 19-22, 2011. Transport and Telecommunication Institute, Riga, Latvia, 249−254.
1.2.
2010
Santalova, Diana (2010). Forecasting of Passenger Conveyances in Latvian Regions Applying Semiparametric Regression Models. The Scientific Journal of Riga Technical University: Transport and Engineering, 18 (6), 141−147.
5.2.
2010
Andronov, Alexander; Santalova, Diana (2010). Simple Estimates for Seemingly Unrelated Regression with Incomplete Data. 23rd Nordic Conference on Mathematical Statistics (Nordstat-2010), Voss, Norway, June 14 – 17, 2010. University of Bergen,.
3.4.
2009
Andronov, Alexander; Santalova, Diana (2009). On Nonlinear Regression Model for Correspondence Matrix of Transport Network. The XIIIth International Conference on Applied Stochastic Models and Data Analysis; Lithuania, Vilnius; 2009, June 30 – July 3. _EditorsAbbr L.Sakalauskas, C.Skiadas and E.K.Zavadskas. Vilnius: Vilnius University, Applied Stochastic Models and Data Analysis International Society, 90−94.
3.4.
2008
Santalova, Diana (2008). The Use of Multivariate Regression Model to Forecast the Freight Air Transportations in the Members Countries of the Europe Union. The International Conference „Modelling of Business, Industrial and Transport Systems; Latvia; 2008, May 7 – 10. Transport and Telecommunication Institute, Riga, Latvia, 258−266.
5.2.
2008
Andronov, Alexander; Santalova, Diana; Svirchenkov, Andrew (2008). On Some Generalization of Seemingly Unrelated Regression Equation Models. The 2nd International Workshop on Computational and Financial Econometrics (CFE-2008). University of Neuchatel, Neuchatel, Switzerland, June 19 – 21, 2008.
1.2.
2007
Santalova, Diana (2007). Forecasting of Rail Freight Conveyances in EU Countries on the Base of the Single Index Model. Computer Modelling and New Technologies, 11 (1), 73−83.
3.1.
2007
Kopytov, Eugene; Santalova, Diana (2007). Application of the Single Index Model for Forecasting of the Inland Conveyances. Recent Advances in Stochastic Modelling and Data Analysis, 268−276.
5.2.
2007
Santalova, Diana (2007). Single Index Model for Railway Passenger Conveyances Forecasting in Regions of Latvia. The 8th Tartu Conference on Multivariate Statistics and The 6th Conference on Multivariate Distributions with Fixed Marginals. Tartu, Estonia, June 25 – 31, 2007. Tartu,.
1.2.
2006
Andronov, Alexander; Zhukovskaya, Catherine; Santalova, Diana (2006). On Mathematical Models for Analysis and Forecasting of the Europe Countries Conveyances. The Scientific Journal of Riga Technical University: Computer Science, 28 (5), 96−106.
3.1.
2006
Santalova, Diana (2006). Regression Model of Sales Volume from Wholesale Warehouse. 13th International Conference on Analytical and Stochastic Modelling Techniques and Applications. 2006, May 28 – 31, Germany, Bonn, Sankt Augustin. _EditorsAbbr Khalid Al-Begain. Bonn: Bonn-Rhein-Sieg University of Applied Science, 133−137.
5.04.2018
Detailne otsing
  • Leitud 2 kirjet
ProgrammLiikNumberNimiProjekti algusProjekti lõppVastutav täitjaAsutusFinantseerijapoolne rahastamine
ETFETF9127Kõrgdimensionaalsed ja asümmeetrilised statistilised mudelid01.01.201230.06.2016Tõnu KolloTartu Ülikool, Matemaatika-informaatikateaduskond33 984,00 EUR
MJDMJD280Multivariate regression models in application for transport flows analysis and forecasting01.01.201231.12.2014Diana SantalovaTartu Ülikool, Matemaatika-informaatikateaduskond92 900,00 EUR