PhD Sašo Džeroski

PhD Sašo Džeroski
no.: 11130 source: ARIS

researcher – active in research organisation
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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 (metodology)
Evaluation of bibliographic research performance indicators according to ARIS methodology
source: COBISS
source: ARIS
Points
2,594.37
A''
489.87
A'
1,322.04
A1/2
1,731.77
CI10
7,967
CImax
662
h10
38
A1
7.36
A3
3.04
Data for the last 5 years (citations for the last 10 years) on October 15, 2025; Data for score A3 calculation refer to period 2020-2024 (2019, 2020, 2021, 2022, 2023)
Data for ARIS tenders ( 23.05.2022 – Target research programmes, 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 291  8,336  7,336  25.21 
Scopus 366  11,989  10,624  29.03 
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 
Doctoral 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 Role 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. N2-0378  Machine Learning and Network Physiology for Medical Diagnosis with an Application to Dysfunctional Breathing   3/1/2025 - 2/29/2028  PhD Sašo Džeroski   1,778 
2. J7-60127  Environmental exposure to various chemicals in early life, its biological impact and neuropsychological development (ENVIMPACT)   1/1/2025 - 12/31/2027  PhD Janja Snoj Tratnik   4,360 
3. GC-0001  Artificial Intelligence for Science   10/1/2024 - 9/30/2027  PhD Sašo Džeroski   10,679 
4. J5-4575  Corporate investment as the key to building a sustainable company: building a theoretical model and multimethod empirical analysis   10/1/2022 - 9/30/2026  PhD Tanja Istenič   5,918 
5. J2-4452  Probabilistic and explainable data-driven modelling of Solid-oxide fuel cells   5/1/2023 - 4/30/2026  PhD Pavle Boškoski   3,314 
6. J7-4637  4D STEM of energy related materials down to quantum level   10/1/2022 - 3/31/2026  PhD Andreja Benčan Golob   9,354 
7. J2-4460  Auto-OPT: Automated selection and configuration of single-objective continuous optimization algorithms   10/1/2022 - 9/30/2025  PhD Peter Korošec   2,099 
8. J7-4636  Fundamental understanding of Hydrogen Evolution Reaction for a new generation of nickel-based electrocatalysts in alkaline water and chlor-alkali electrolysis   10/1/2022 - 9/30/2025  PhD Dušan Strmčnik   10,845 
9. J4-3095  Application of single cell sequencing and machine learning in mammary gland biology   10/1/2021 - 9/30/2025  PhD Peter Dovč   4,055 
10. N2-0236  Intelligent inference system for biological discoveries and its application to cancer research   1/1/2022 - 12/31/2024  PhD Sašo Džeroski   1,429 
11. J3-3070  Determining the origin of liver metastases from liquid biopsy   10/1/2021 - 9/30/2024  PhD Nina Hauptman   2,884 
12. J1-3033  Innovative isotopic techniques for identification of sources and biogeochemical cycling of mercury in contaminated sites - IsoCont   10/1/2021 - 9/30/2024  PhD Milena Horvat   8,631 
13. J2-2505  Predictive clustering on data streams   9/1/2020 - 8/31/2024  PhD Sašo Džeroski   1,917 
14. J7-1815  Restoration of moldy canvas paintings: improvement or deterioration?   7/1/2019 - 6/30/2023  PhD Polona Zalar   4,520 
15. V3-2033  Clinical course and outcome of Covid-19   10/1/2020 - 9/30/2022  PhD Franc Strle   7,888 
16. N2-0128  Automating the Synthesis and Analysis of Scientific Models   10/1/2019 - 9/30/2022  PhD Sašo Džeroski   1,852 
17. J2-9230  Improving Reproducibility of Experiments and Reusability of Research Outputs in Complex Data Analysis   7/1/2018 - 6/30/2022  PhD Panče Panov   1,575 
18. J7-9400  Neuropsychological dysfunctions caused by low level exposure to selected environmental pollutants in susceptible population – NEURODYS   7/1/2018 - 6/30/2021  PhD Milena Horvat   7,684 
19. N2-0056  Machine Learning for Systems Sciences   9/1/2016 - 8/31/2019  PhD Sašo Džeroski   2,132 
20. J4-7362  Development of a multi-method approach to study wildlife behavior: investigating human-bear conflicts in contrasting landscapes of Europe   1/1/2016 - 12/31/2018  PhD Klemen Jerina   3,591 
21. L2-7509  Structured output prediction with applications in sustainable agricultural production   1/1/2016 - 12/31/2018  PhD Sašo Džeroski   1,714 
22. J1-6729  Integrativne raziskave evolucije spolnega dimorfizma (Slovene)   7/1/2014 - 6/30/2017  PhD Matjaž Kuntner   2,554 
23. J3-5500  Uporaba proteomskih in aptamernih pristopov za študij interakcij gostitelj-mikroorganizem pri stafilokoknih in klostridijskih okužbah (Slovene)   8/1/2013 - 7/31/2016  PhD Maja Rupnik   6,082 
24. L4-4091  Ekološka sanacija naravnih ujm v gozdovih (Slovene)   7/1/2011 - 6/30/2014  PhD Jurij Diaci   7,099 
25. J2-2285  Podatkovno rudarjenje za integrativno analizo podatkov v sistemski biologiji (Slovene)   5/1/2009 - 4/30/2012  PhD Sašo Džeroski   1,698 
26. V4-0519  Analiza in scenarij razvoja in rabe gozdov v Sloveniji (Slovene)   9/1/2008 - 8/31/2011  PhD Andrej Bončina   4,058 
27. J2-0734  Napredne metode strojnega učenja za avtomatizirano modeliranje dinamičnih sistemov (Slovene)   2/1/2008 - 1/31/2011  PhD Sašo Džeroski   2,965 
28. V4-0532  Vpliv prenosa genov, genske raznovrstnosti in raznolikosti ter tehnologije pridelovanja oljne ogrščice na soobstoj in izpolnjevanje pogojev trajnostne pridelave ter razvoj metod za sledljivost (Slovene)   9/1/2008 - 12/31/2010  PhD Vladimir Meglič   5,008 
29. M1-0137  Metodologija izdelave podrobne digitalne karte višine in gostote vegetacijskega pokrova (Slovene)   6/1/2006 - 11/30/2008  PhD Mitja Janža   5,542 
30. M2-0132  VoiceTRAN II: večjezični prenosni govorni komunikator za bojevnika 21. stoletja (Slovene)   6/1/2006 - 11/30/2008  PhD Jerneja Žganec Gros   8,790 
31. 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)   10/1/2006 - 9/30/2008  PhD Vladimir Meglič   9,173 
32. V4-0351  Priprava podlag za izdelavo nacionalne strategije za zagotavljanje ohranjevanja genofonda gozdnih drevesnih vrst ob uporabi gensko spremenjenih dreves v kmetijstvu (Slovene)   10/1/2006 - 9/30/2008  PhD Robert Brus   8,491 
33. V4-0352  Škodljivi dejavniki za gozd v sodobnem času: metode spremljanja, ekološko modeliranje, vpliv gpspodarjenja ter načini ukrepanja (Slovene)   10/1/2006 - 9/30/2008  PhD Maja Jurc   7,397 
34. 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)   7/1/2004 - 6/30/2007  PhD Sašo Džeroski   3,132 
35. V2-0125  Semantično okolje GRID za ekološko modeliranje (Slovene)   9/1/2004 - 8/31/2006  PhD Ljupčo Todorovski   2,522 
36. M1-0032  Napovedovalni GIS požarne ogroženosti naravnega okolja (Slovene)   8/1/2004 - 8/31/2006  PhD Sašo Džeroski   1,634 
37. V2-0894  Izdelava virov in sistema za simultano prevajanje slovenščina-angleščina (Slovene)   10/1/2003 - 9/30/2005  PhD Matjaž Gams   9,140 
38. L2-5161  Intelligent materials, polyamide, nylon, shrinkage, shrinkage force, impulse laser, surgery, suture.   1/1/2003 - 6/30/2004  PhD Nada Lavrač   3,280 
39. V4-0366  Škodljivci in bolezni v gozdovih Slovenije ter varstvo gozdov (Škodljivost biotskih in abiotskih dejavnikov v gozdu) (Slovene)   9/1/2000 - 9/30/2003  PhD Maja Jurc   3,889 
40. L2-2162  Inteligentna analiza podatkov za pomoč pri odločanju (Slovene)   1/1/2000 - 6/30/2002  PhD Nada Lavrač   3,880 
41. J2-0815  Sinteza znanja iz podatkov in predznanja (Slovene)   7/1/1998 - 6/30/2001  PhD Ivan Bratko   7,120 
42. Z2-7983  Induktivno logično programiranje in odkrivanje znanja v ekoloških bazah podatkov (Slovene)   7/1/1996 - 6/30/2001  PhD Sašo Džeroski   1,251 
43. V4-0175  Ohranjanje ogroženih vrst divjadi in drugih prosto živečih živali (Slovene)   9/1/1998 - 12/31/2000  PhD Miha Adamič   6,536 
44. L2-8732  Inductive logic programming   1/1/1997 - 12/31/1999  PhD Nada Lavrač   2,802 
45. J2-7270  Sinteza znanja iz podatkov (Slovene)   1/1/1995 - 6/30/1998  PhD Ivan Bratko   9,401 
ARIS research and infrastructure programmes Legend
source: ARIS
no. Code Title Period Head
1. P2-0103  Knowledge Technologies   1/1/2022 - 12/31/2027 PhD Sašo Džeroski   6,232 
2. I0-0048  Infrastrukturni program Analiza in proizvodnja proteinov in biološko aktivnih molekul medicinskega pomena (Slovene)   1/1/2015 - 12/31/2021 PhD Dušan Turk   2,896 
3. P2-0103  Knowledge Technologies   1/1/2015 - 12/31/2021 PhD Sašo Džeroski   5,850 
4. P2-0103  Knowledge Technologies   1/1/2009 - 12/31/2014 PhD Nada Lavrač   5,364 
5. P2-0103  Knowledge Technologies   1/1/2004 - 12/31/2008 PhD Nada Lavrač   5,549 
6. P0-0542-0106  Inteligentna analiza podatkov, računalniška logika in jezikoslovje (Slovene)   1/1/1999 - 12/31/2003 PhD Nada Lavrač   3,330 
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