Research/art/teacher profile of a person
Name and surname:
doc. Mgr. Radoslav Harman, PhD.
Document type:
Research/art/teacher profile of a person
The name of the university:
Comenius University Bratislava
The seat of the university:
Šafárikovo námestie 6, 818 06 Bratislava

I. - Basic information

I.1 - Surname
Harman
I.2 - Name
Radoslav
I.3 - Degrees
doc. Mgr. PhD.
I.4 - Year of birth
1973
I.5 - Name of the workplace
Department of Applied Mathematics and Statistics, Faculty of Mathematics, Physics and Informatics, Comenius University in Bratislava
I.6 - Address of the workplace
Mlynská dolina M, 84248 Bratislava
I.7 - Position
Professor
I.8 - E-mail address
radoslav.harman@fmph.uniba.sk
I.9 - Hyperlink to the entry of a person in the Register of university staff
https://www.portalvs.sk/regzam/detail/4575
I.10 - Name of the study field in which a person works at the university
Mathematics
I.11 - ORCID iD
0000-0002-4647-862X

II. - Higher education and further qualification growth

II.1 - First degree of higher education
II.2 - Second degree of higher education
II.a - Name of the university or institution
Faculty of Mathematics and Physics, Comenius University in Bratislava
II.b - Year
1997
II.c - Study field and programme
Mathematics
II.3 - Third degree of higher education
II.a - Name of the university or institution
Faculty of Mathematics and Physics, Comenius University in Bratislava
II.b - Year
2005
II.c - Study field and programme
Probability and Mathematical Statistics
II.4 - Associate professor
II.a - Name of the university or institution
Faculty of Mathematics and Physics, Comenius University in Bratislava
II.b - Year
2011
II.c - Study field and programme
Mathematics
II.5 - Professor
II.6 - Doctor of Science (DrSc.)

III. - Current and previous employment

III.a - Occupation-position III.b - Institution III.c - Duration
Professor Faculty of Mathematics and Physics, Comenius University in Bratislava from 2015
Associate Professor Faculty of Mathematics and Physics, Comenius University in Bratislava 2012-2015
Assistant Professor Faculty of Mathematics and Physics, Comenius University in Bratislava 1997-2012

IV. - Development of pedagogical, professional, language, digital and other skills

V. - Overview of activities within the teaching career at the university

V.1 - Overview of the profile courses taught in the current academic year according to study programmes
V.1.a - Name of the profile course V.1.b - Study programme V.1.c - Degree V.1.d - Field of study
Simulation methods Applied Mathematics 3 Mathematics
Cluster analysis and data classification Probability and Mathematical Statistics 2 Mathematics
Experimental design Probability and Mathematical Statistics 2 Mathematics
Introduction to probability and statistics Data Science 1 Informatics, Mathematics
Matrix algebra for statisticians Insurance Mathematics 1 Mathematics
V.2 - Overview of the responsibility for the delivery, development and quality assurance of the study programme or its part at the university in the current academic year
V.2.a - Name of the study programme V.2.b - Degree V.2.c - Field of study
Applied Mathematics (co-guarantor) 3 Mathematics
Probability and Mathematical Statistics (guarantor) 2 Mathematics
Insurance Mathematics (co-guarantor) 1 Mathematics
Data Science (co-guarantor) 1 Informatics, Mathematics
V.3 - Overview of the responsibility for the development and quality of the field of habilitation procedure and inaugural procedure in the current academic year
V.3.a - Name of the field of habilitation procedure and inaugural procedure V.3.b - Study field to which it is assigned
Mathematics Mathematics
V.4 - Overview of supervised final theses
V.4.1 - Number of currently supervised theses
V.4.a - Bachelor's (first degree)
0
V.4.b - Diploma (second degree)
3
V.4.c - Dissertation (third degree)
2
V.4.2 - Number of defended theses
V.4.a - Bachelor's (first degree)
25
V.4.b - Diploma (second degree)
36
V.4.c - Dissertation (third degree)
4
V.5 - Overview of other courses taught in the current academic year according to study programmes
V.5.a - Name of the course V.5.b - Study programme V.5.c - Degree V.5.d - Field of study
Nonlinear statistical models Applied Mathematics 3 Mathematics
Stochastic optimization methods Probability and mathematical statistics 2 Mathematics
Probabilistic and statistical methods in artificial intelligence Probability and Statistics 2 Mathematics
Diploma seminar (2) Probability and mathematical statistics 2 Mathematics

VI. - Overview of the research/artistic/other outputs

VI.1 - Overview of the research/artistic/other outputs and the corresponding citations
VI.1.1 - Number of the research/artistic/other outputs
VI.1.a - Overall
70
VI.1.b - Over the last six years
20
VI.1.2 - Number of the research/artistic/other outputs registered in the Web of Science or Scopus databases
VI.1.a - Overall
40
VI.1.b - Over the last six years
12
VI.1.3 - Number of citations corresponding to the research/artistic/other outputs
VI.1.a - Overall
383
VI.1.b - Over the last six years
203
VI.1.4 - Number of citations registered in the Web of Science or Scopus databases
VI.1.a - Overall
230
VI.1.b - Over the last six years
131
VI.1.5 - Number of invited lectures at the international, national level
VI.1.a - Overall
18
VI.1.b - Over the last six years
8
VI.2 - The most significant research/artistic/other outputs
1

Harman R, Filová L, Richtárik P (2020): A Randomized Exchange Algorithm for Computing Optimal Approximate Designs of Experiments, Journal of the American Statistical Association, Volume 115, pp. 348-361

2

Sagnol G, Harman R (2015): Computing exact D-optimal designs by mixed integer second-order cone programming, Annals of Statistics, Volume 43, pp. 2198–2224

3

Harman R, Lacko V (2010): On decompositional algorithms for uniform sampling from n-balls and n-spheres, Journal of Multivariate Analysis, Volume 101, pp. 2297-2304

4

Harman R, Jurík T (2008): Computing c-optimal experimental designs using the simplex method of linear programming, Computational Statistics & Data Analysis, Volume 53, pp. 247-254

5

Harman R, Pronzato L (2007): Improvements on removing non-optimal support points in D-optimum design algorithms, Statistics & Probability Letters, Volume 77, pp. 90-94

VI.3 - The most significant research/artistic/other outputs over the last six years
1

Harman R, Filová L, Rosa S (2024): The polytope of optimal approximate designs: extending the selection of informative experiments. Statistics and Computing, Volume 34, 211

2

Rosa S, Harman R (2022): Computing minimum-volume enclosing ellipsoids for large datasets, Computational Statistics & Data Analysis, Volume 171, 107452

3

Harman R, Filová L, Rosa S (2021): Optimal Design of Multifactor Experiments via Grid Exploration, Statistics and Computing, Volume 31, 70

4

Harman R, Filová L, Richtárik P (2020): A Randomized Exchange Algorithm for Computing Optimal Approximate Designs of Experiments, Journal of the American Statistical Association, Volume 115, pp. 348-361

5

Harman R, Rosa S (2020): On greedy heuristics for computing D-efficient saturated subsets, Operations Research Letters, Volume 48, pp. 122-129

VI.4 - The most significant citations corresponding to the research/artistic/other outputs
1

Output: ADC02 Harman, Radoslav (aut) [UKOMFKAMS] (50%) - Pronzato, Luc (aut) (50%): Improvements on removing nonoptimal support points in D-optimum design algorithms. In: Statistics & Probability Letters. - Vol. 77, No. 1 (2007), s. 90-94. - ISSN 0167-7152

Significant citation: [o1] 2016 Todd, M. J.: Minimum-Volume Ellipsoids: Theory and Algorithms. Philadelphia : SIAM, 2016

2

Output: ADC03 Harman, Radoslav (aut) [UKOMFKAMS] (50%) - Lacko, Vladimír (aut) [UKOMFKAMSd] (50%): On decompositional algorithms for uniform sampling from n-spheres and n-balls. In: Journal of Multivariate Analysis. - Vol. 101, No. 10 (2010), s. 2297-2304. - ISSN 0047-259X

Significant citation: [o1] 2018 ~ Laugel, T. - Lesot, M. J. - Marsala, C. - Renard, X. - Detyniecki, M.: Comparison-Based Inverse Classification for Interpretability in Machine Learning. In: Information Processing and Management of Uncertainty in Knowledge-BasedSystems: Theory and Foundations, Ipmu 2018, Part I : Communications in Computer and Information Science, Vol. 853. Berlin : Springer-Verlag Berlin, 2018, sS. 100-111

3

Output: ADC06 Sagnol, Guillaume (aut) (50%) - Harman, Radoslav (aut) [UKOMFKAMS] (50%): Computing exact D-optimal design by mixed integer second-order cone programming. In: Annals of Statistics. - Vol. 43, No. 5 (2015), s. 2198-2224. - ISSN 0090-5364

Significant citation: [o1] 2021 ~ Ahipasaoglu, S. D.: A branch-and-bound algorithm for the exact optimal experimental design problem. In: Statistics and Computing, Vol. 31, No. 5, 2021, art. no. 65 -- SCI ; SCOPUS

4

Output: ADC11 Harman, Radoslav (aut) [UKOMFKAMS] (50%) - Filová, Lenka (aut) [UKOMFKAMS] (30%) - Richtárik, Peter (aut) (20%): A Randomized Exchange Algorithm for Computing Optimal Approximate Designs of Experiments. In: Journal of the American Statistical Association. - Roč. 115, č. 529 (2020), s. 348-361

Significant citation: [n1] 2021 zz ~ Deldossi, L. - Tommasi, C.: Optimal design subsampling from Big Datasets. In: Journal of Quality Technology, vol. 54, no. 1, 2021, s. 93-101 -- SCI ; SCOPUS

5

Output: ADE06 Harman, Radoslav (aut) [UKOMFKAMS] (50%) - Štulajter, František (aut) [UKOMFKAMS] (50%): Optimality of equidistant sampling designs for the Brownian motion with a quadratic drift. In: Journal of Statistical Planning and Inference. - Vol. 141, No. 8 (2011), s. 2750-2758. - ISSN 0378-3758

Significant citation: [o3] 2015 ~ Dette, H. - Pepelyshev, A. Zhigljavsky, A.: Design for Linear Regression Models with Correlated Errors : Section II Designs for Linear Models. In: Handbook of Design and Analysis of Experiments : Chapman & Hall/CRC Handbooks of Modern Statistical Methods. Boca Raton : CRC Press-Taylor and Francis Group, 2015, S. 275

VI.5 - Participation in conducting (leading) the most important research projects or art projects over the last six years
1

VEGA 1/0362/22 "Aplikácie štatistického navrhovania experimentov v strojovom učení", zodpovedný riešiteľ; "Applications of statistical experimental design in machine learning", principal investigator

2

VEGA 1/0341/19 2019-2021 "Metódy optimálneho navrhovania experimentov", zodpovedný riešiteľ; "Methods of optimal experimental design", principal investigator

3

VEGA 1/0521/16 2016-2018 "Metódy optimálneho navrhovania experimentov", zodpovedný riešiteľ; "Methods of optimal experimental design", principal investigator

VII. - Overview of organizational experience related to higher education and research/artistic/other activities

VII.a - Activity, position VII.b - Name of the institution, board VII.c - Duration
Associate editor of Statistical Papers, Springer-Nature Springer-Nature from 2018
Member of the permanent board of the series of conferences "Model-oriented design and analysis of experiments" - from 2016
Member of the scientific board of FMPI CU Faculty of Mathematics, Physics and Informatics, Comenius University in Bratislava from 2015
Member of the scientific board of the Slovak mathematical society Slovak Mathematical Society 2012-2015

VIII. - Overview of international mobilities and visits oriented on education and research/artistic/other activities in the given field of study

VIII.a - Name of the institution VIII.b - Address of the institution VIII.c - Duration (indicate the duration of stay) VIII.d - Mobility scheme, employment contract, other (describe)
Isaac Newton Institute of Mathematical Sciences Cambridge, United Kingdom 1.7.2011-10.12.2011 Fellow researcher of a scientific collaboration programme
Johannes Kepler University Linz, Austria 1.9.2017-30.6.2018 Lector

IX. - Other relevant facts

IX.a - If relevant, other activities related to higher education or research/artistic/other activities are mentioned

Doctoral co-supervisor. External collaborator on international grants. About 20 invited talks at international scientific conferences. Reviewer for VEGA grants and various leading scientific journals. Developed and maintained the library OptimalDesign for the R software, available at CRAN (https://cran.r-project.org/package=OptimalDesign). Organized international scientific conferences and specialized sessions at such events.

Date of last update
2024-12-01