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PhD Sašo Džeroski

PhD Sašo Džeroski
no.: 11130 source: ARIS

researcher – active in research organisation
  • English
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  • Writing: Fluent
  • Speaking: Fluent
  • Croatian
  • Reading: Fluent
  • Writing: Fluent
  • Speaking: Fluent
  • Macedonian
  • Reading: Fluent
  • Writing: Fluent
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  • German
  • Reading: Functional
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Research activity

Code Science Field Subfield
2.07.07  Engineering sciences and technologies  Computer science and informatics  Intelligent systems - software 
Keywords
Machine learning, inductive logic programming, data mining, knowledge discovery in databases, equation discovery, analysis of environmental data, learning from language resources, computational learning theory, meta learning
Bibliography Representative bibliographic units | Personal| COBISS+
source: COBISS
source: SICRIS
Evaluation (rules)
Evaluation of bibliographic research performance indicators according to ARIS methodology
source: COBISS
source: ARIS
Points
2,497.24
A''
553.96
A'
1,284.24
A1/2
1,592.33
CI10
7,189
CImax
629
h10
37
A1
7.29
A3
3.51
Data for the last 5 years (citations for the last 10 years) on April 25, 2024; A3 for period 2018-2022 (update for tender in 2023: YES)
Data for ARIS tenders ( 12.01.2024 – Project tender, archive )
Citations Citations for bibliographic records in COBIB.SI that are linked to records in citation databases
source: WoS source: Scopus source: COBISS
Database Linked records Citations Pure citations Average pure citations
WoS 280  7,262  6,325  22.59 
Scopus 356  10,622  9,328  26.2 
Audiovisual sources
no. Title (with video link) Event Source
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5.    
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Mentoring junior researchers
source: ARIS
no. Name and surname Type Period Code
1 Nina Omejc  Bologna doctoral studies    55795 
2 Ana Kostovska  Bologna doctoral studies  10/1/2019 - 9/30/2023  53530 
3 PhD Martin Breskvar  Bologna doctoral studies  11/1/2014 - 4/19/2019  36220 
4 PhD Aljaž Osojnik  Bologna doctoral studies  10/1/2013 - 3/30/2018  36356 
5 PhD Jurica Levatić  Bologna doctoral studies  12/1/2012 - 5/31/2017  35470 
6 PhD Nikola Simidjievski  Bologna doctoral studies  12/1/2011 - 5/23/2016  34452 
7 PhD Elena Ikonomovska  Bologna doctoral studies  11/1/2009 - 10/12/2012  32284 
8 PhD Darko Cherepnalkoski  Uniform doctoral studies  2/1/2008 - 9/20/2013  29890 
9 PhD Valentin Gjorgjioski  Uniform doctoral studies  12/1/2005 - 5/31/2011  26475 
10 PhD Bernard Ženko  Doctoral degree  1/1/2002 - 6/30/2005  22279 
11 PhD Ljupčo Todorovski  Doctoral degree  12/1/2000 - 5/31/2003  16302 
Education
source: ARIS
Level of education Professional title Study subject Faculty Year
  B. Sc.   Computer Science  SI University of Ljubljana, Faculty of Electrical Engineering and Computer Science 1989 
Master's degree  M. Sc.   Computer Science  SI University of Ljubljana, Faculty of Electrical Engineering and Computer Science 1991 
Doctor's degree  Ph. D.   Computer Science  SI University of Ljubljana, Faculty of Electrical Engineering and Computer Science 1995 
Doctoral dissertations and other final papers Show
Obtaining results now
source: COBISS
Employments
source: ARIS
Type of employment Research org. Research group Date of employment Position ecris.org.employ_rolegroup Title
Full time employment (100%, RD:100%)  Jožef Stefan Institute  Department of Knowledge Technologies  1/1/1994  Research counsellor  Researcher   
Full time employment (20%, RD:0%)  Jožef Stefan International Postgraduate School  IPS Research Group  10/1/2008  Research counsellor  Researcher  Full professor 
Research projects Legend
source: ARIS
no. Code Title Period Head
1. J2-4452  Probabilistic and explainable data-driven modelling of Solid-oxide fuel cells   2023 - 2024  PhD Pavle Boškoski  2,250 
2. J7-4637  4D STEM of energy related materials down to quantum level   2022 - 2024  PhD Andreja Benčan Golob  8,534 
3. J2-4460  Auto-OPT: Automated selection and configuration of single-objective continuous optimization algorithms   2022 - 2024  PhD Peter Korošec  1,962 
4. J5-4575  Corporate investment as the key to building a sustainable company: building a theoretical model and multimethod empirical analysis   2022 - 2024  PhD Tanja Istenič  5,456 
5. J7-4636  Fundamental understanding of Hydrogen Evolution Reaction for a new generation of nickel-based electrocatalysts in alkaline water and chlor-alkali electrolysis   2022 - 2024  PhD Dušan Strmčnik  9,223 
6. N2-0236  Intelligent inference system for biological discoveries and its application to cancer research   2022 - 2024  PhD Sašo Džeroski  1,352 
7. J4-3095  Application of single cell sequencing and machine learning in mammary gland biology   2021 - 2024  PhD Peter Dovč  3,817 
8. J3-3070  Determining the origin of liver metastases from liquid biopsy   2021 - 2024  PhD Nina Hauptman  2,675 
9. J1-3033  Innovative isotopic techniques for identification of sources and biogeochemical cycling of mercury in contaminated sites - IsoCont   2021 - 2024  PhD Milena Horvat  8,090 
10. J2-2505  Predictive clustering on data streams   2020 - 2024  PhD Sašo Džeroski  1,824 
11. J7-1815  Restoration of moldy canvas paintings: improvement or deterioration?   2019 - 2023  PhD Polona Zalar  4,213 
12. V3-2033  Clinical course and outcome of Covid-19   2020 - 2022  PhD Franc Strle  7,460 
13. N2-0128  Automating the Synthesis and Analysis of Scientific Models   2019 - 2022  PhD Sašo Džeroski  1,758 
14. J2-9230  Improving Reproducibility of Experiments and Reusability of Research Outputs in Complex Data Analysis   2018 - 2022  PhD Panče Panov  1,504 
15. J7-9400  Neuropsychological dysfunctions caused by low level exposure to selected environmental pollutants in susceptible population – NEURODYS   2018 - 2021  PhD Milena Horvat  7,201 
16. N2-0056  Machine Learning for Systems Sciences   2016 - 2019  PhD Sašo Džeroski  2,021 
17. J4-7362  Development of a multi-method approach to study wildlife behavior: investigating human-bear conflicts in contrasting landscapes of Europe   2016 - 2018  PhD Klemen Jerina  3,387 
18. L2-7509  Structured output prediction with applications in sustainable agricultural production   2016 - 2018  PhD Sašo Džeroski  1,627 
19. J1-6729  Integrative research of sexual dimorphism evolution   2014 - 2017  PhD Matjaž Kuntner  2,453 
20. J3-5500  Proteomic and aptamer-based approaches for study of host-pathogen interactions in staphylococcal and clostridial infections   2013 - 2016  PhD Maja Rupnik  5,797 
21. L4-4091  Ecological restoration of natural disturbances in forests   2011 - 2014  PhD Jurij Diaci  6,721 
22. J2-2285  Podatkovno rudarjenje za integrativno analizo podatkov v sistemski biologiji (Slovene)   2009 - 2012  PhD Sašo Džeroski  1,614 
23. V4-0519  Analiza in scenarij razvoja in rabe gozdov v Sloveniji (Slovene)   2008 - 2011  PhD Andrej Bončina  3,853 
24. J2-0734  Advanced machine learning methods for automated modelling of dynamic systems   2008 - 2011  PhD Sašo Džeroski  2,825 
25. V4-0532  Vpliv prenosa genov, genske raznovrstnosti in raznolikosti ter tehnologije pridelovanja oljne ogrščice na soobstoj in izpolnjevanje pog (Slovene)   2008 - 2010  PhD Vladimir Meglič  4,779 
26. M1-0137  Metodologija izdelave podrobne digitalne karte višine in gostote vegetacijskega pokrova (Slovene)   2007 - 2008  PhD Mitja Janža  5,271 
27. M2-0132  VoiceTRAN II: večjezični prenosni govorni komunikator za bojevnika 21. stoletja (Slovene)   2006 - 2008  PhD Jerneja Žganec Gros  8,430 
28. V4-0314  Harmonizacija tehnologij za celovito sledljivost gensko spremenjenih organizmov v produkciji kmetijskih pridelkov in živil ter njihov soobstoj s konvencionalno in ekološko pridelavo (Slovene)   2007 - 2008  PhD Vladimir Meglič  8,748 
29. V4-0351  Priprava podlag za izdelavo nacionalne strategije za zagotavljanje ohranjevanja genofonda gozdnih drevesnih vrst ob uporabi gensko spremenjenih dreves v kmetijstvu (Slovene)   2007 - 2008  PhD Robert Brus  8,129 
30. V4-0352  Škodljivi dejavniki za gozd v sodobnem času: metode spremljanja, ekološko modeliranje, vpliv gpspodarjenja ter načini ukrepanja (Slovene)   2007 - 2008  PhD Maja Jurc  6,995 
31. L2-6575  Processing lidar data (Development and usage of algorithms for mapping and estimation of forest stand biomass and structure using lidar and digital multispectral imagery)   2004 - 2007  PhD Sašo Džeroski  3,002 
32. V2-0125  Semantično okolje GRID za ekološko modeliranje (Slovene)   2005 - 2006  PhD Ljupčo Todorovski  2,421 
33. M1-0032  Napovedovalni GIS požarne ogroženosti naravnega okolja (Slovene)   2004 - 2006  PhD Sašo Džeroski  1,567 
34. V2-0894  Izdelava virov in sistema za simultano prevajanje slovenščina-angleščina (Slovene)   2003 - 2005  PhD Matjaž Gams  8,788 
35. L2-5161  Intelligent materials, polyamide, nylon, shrinkage, shrinkage force, impulse laser, surgery, suture.   2003 - 2004  PhD Nada Lavrač  3,150 
36. V4-0366  Škodljivci in bolezni v gozdovih Slovenije ter varstvo gozdov (Škodljivost biotskih in abiotskih dejavnikov v gozdu) (Slovene)   2000 - 2003  PhD Maja Jurc  3,734 
37. L2-2162  Inteligentna analiza podatkov za pomoč pri odločanju (Slovene)   2000 - 2002  PhD Nada Lavrač  3,694 
38. J2-0815  Sinteza znanja iz podatkov in predznanja (Slovene)   1998 - 2001  PhD Ivan Bratko  6,784 
39. Z2-7983  Induktivno logično programiranje in odkrivanje znanja v ekoloških bazah podatkov (Slovene)   1998 - 2001  PhD Sašo Džeroski  1,204 
40. V4-0175  Ohranjanje ogroženih vrst divjadi in drugih prosto živečih živali (Slovene)   2000  PhD Miha Adamič  6,324 
41. L2-8732  Inductive logic programming   1998 - 1999  PhD Nada Lavrač  2,671 
42. J2-7270  Sinteza znanja iz podatkov (Slovene)   1998  PhD Ivan Bratko  9,045 
ARIS research and infrastructure programmes Legend
source: ARIS
no. Code Title Period Head
1. P2-0103  Knowledge Technologies   2022 - 2024  PhD Sašo Džeroski  5,721 
2. P2-0103  Knowledge Technologies   2015 - 2021  PhD Sašo Džeroski  5,500 
3. I0-0048  Infrastrukturni program Analiza in proizvodnja proteinov in biološko aktivnih molekul medicinskega pomena (Slovene)   2016 - 2017  PhD Dušan Turk  2,743 
4. P2-0103  Knowledge Technologies   2009 - 2014  PhD Nada Lavrač  5,083 
5. P2-0103  Knowledge Technologies   2004 - 2008  PhD Nada Lavrač  5,260 
6. P0-0542-0106  Inteligentna analiza podatkov, računalniška logika in jezikoslovje (Slovene)   2001 - 2003  PhD Nada Lavrač  3,165 
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