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
2,621.11
A''
537.7
A'
1,280.5
A1/2
1,741.63
CI10
8,159
CImax
686
h10
39
A1
7.37
A3
2.69
Data for the last 5 years (citations for the last 10 years) on November 10, 2025; Data for score A3 calculation refer to period 2020-2024 (2020, 2021, 2022, 2023, 2024)
Data for ARIS tenders ( 21.05.2024 – 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 293  8,465  7,475  25.51 
Scopus 367  12,199  10,826  29.5 
Audiovisual sources
no. Title (with video link) Event Source
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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 
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   
Research projects Legend
source: ARIS
no. Code Title Period Head
1. GC-0005  Bridging oligonucleotide-based therapeutic upregulation of translation (BOOST)   7/1/2025 - 6/30/2028  PhD Roman Jerala   7,710 
2. GC-0004  CHRONOSTORE: Chemical Energy Storage Solutions Across Temporal Scales for Climate-Resilient Renewable Energy Systems   7/1/2025 - 6/30/2028  PhD Nejc Hodnik   16,879 
3. GC-0006  Geospatial information technologies for resilient and sustainable society (GeoAI)   7/1/2025 - 6/30/2028  PhD Anka Lisec   10,026 
4. 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   1,803 
5. 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   4,409 
6. GC-0001  Artificial Intelligence for Science   10/1/2024 - 9/30/2027  PhD Sašo Džeroski   10,516 
7. 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   6,038 
8. J2-4452  Probabilistic and explainable data-driven modelling of Solid-oxide fuel cells   5/1/2023 - 4/30/2026  PhD Pavle Boškoski   3,371 
9. J7-4637  4D STEM of energy related materials down to quantum level   10/1/2022 - 3/31/2026  PhD Andreja Benčan Golob   9,562 
10. J2-4460  Auto-OPT: Automated selection and configuration of single-objective continuous optimization algorithms   10/1/2022 - 9/30/2025  PhD Peter Korošec   2,134 
11. 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   11,650 
12. J4-3095  Application of single cell sequencing and machine learning in mammary gland biology   10/1/2021 - 9/30/2025  PhD Peter Dovč   4,123 
13. N2-0236  Intelligent inference system for biological discoveries and its application to cancer research   1/1/2022 - 12/31/2024  PhD Sašo Džeroski   1,452 
14. J3-3070  Determining the origin of liver metastases from liquid biopsy   10/1/2021 - 9/30/2024  PhD Nina Hauptman   2,917 
15. 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   8,713 
16. J2-2505  Predictive clustering on data streams   9/1/2020 - 8/31/2024  PhD Sašo Džeroski   1,948 
17. J7-1815  Restoration of moldy canvas paintings: improvement or deterioration?   7/1/2019 - 6/30/2023  PhD Polona Zalar   4,589 
18. V3-2033  Clinical course and outcome of Covid-19   10/1/2020 - 9/30/2022  PhD Franc Strle   7,962 
19. N2-0128  Automating the Synthesis and Analysis of Scientific Models   10/1/2019 - 9/30/2022  PhD Sašo Džeroski   1,879 
20. J2-9230  Improving Reproducibility of Experiments and Reusability of Research Outputs in Complex Data Analysis   7/1/2018 - 6/30/2022  PhD Panče Panov   1,602 
21. 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   7,777 
22. N2-0056  Machine Learning for Systems Sciences   9/1/2016 - 8/31/2019  PhD Sašo Džeroski   2,163 
23. 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   3,654 
24. L2-7509  Structured output prediction with applications in sustainable agricultural production   1/1/2016 - 12/31/2018  PhD Sašo Džeroski   1,743 
25. J1-6729  Integrativne raziskave evolucije spolnega dimorfizma (Slovene)   7/1/2014 - 6/30/2017  PhD Matjaž Kuntner   2,598 
26. 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   6,142 
27. L4-4091  Ekološka sanacija naravnih ujm v gozdovih (Slovene)   7/1/2011 - 6/30/2014  PhD Jurij Diaci   7,204 
28. J2-2285  Podatkovno rudarjenje za integrativno analizo podatkov v sistemski biologiji (Slovene)   5/1/2009 - 4/30/2012  PhD Sašo Džeroski   1,727 
29. V4-0519  Analiza in scenarij razvoja in rabe gozdov v Sloveniji (Slovene)   9/1/2008 - 8/31/2011  PhD Andrej Bončina   4,124 
30. J2-0734  Napredne metode strojnega učenja za avtomatizirano modeliranje dinamičnih sistemov (Slovene)   2/1/2008 - 1/31/2011  PhD Sašo Džeroski   3,000 
31. 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   5,079 
32. M1-0137  Metodologija izdelave podrobne digitalne karte višine in gostote vegetacijskega pokrova (Slovene)   6/1/2006 - 11/30/2008  PhD Mitja Janža   5,597 
33. M2-0132  VoiceTRAN II: večjezični prenosni govorni komunikator za bojevnika 21. stoletja (Slovene)   6/1/2006 - 11/30/2008  PhD Jerneja Žganec Gros   8,862 
34. 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   9,292 
35. 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   8,573 
36. 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   7,503 
37. 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   3,165 
38. V2-0125  Semantično okolje GRID za ekološko modeliranje (Slovene)   9/1/2004 - 8/31/2006  PhD Ljupčo Todorovski   2,547 
39. M1-0032  Napovedovalni GIS požarne ogroženosti naravnega okolja (Slovene)   8/1/2004 - 8/31/2006  PhD Sašo Džeroski   1,657 
40. V2-0894  Izdelava virov in sistema za simultano prevajanje slovenščina-angleščina (Slovene)   10/1/2003 - 9/30/2005  PhD Matjaž Gams   9,211 
41. L2-5161  Intelligent materials, polyamide, nylon, shrinkage, shrinkage force, impulse laser, surgery, suture.   1/1/2003 - 6/30/2004  PhD Nada Lavrač   3,323 
42. 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   3,928 
43. L2-2162  Inteligentna analiza podatkov za pomoč pri odločanju (Slovene)   1/1/2000 - 6/30/2002  PhD Nada Lavrač   3,919 
44. J2-0815  Sinteza znanja iz podatkov in predznanja (Slovene)   7/1/1998 - 6/30/2001  PhD Ivan Bratko   7,180 
45. Z2-7983  Induktivno logično programiranje in odkrivanje znanja v ekoloških bazah podatkov (Slovene)   7/1/1996 - 6/30/2001  PhD Sašo Džeroski   1,271 
46. V4-0175  Ohranjanje ogroženih vrst divjadi in drugih prosto živečih živali (Slovene)   9/1/1998 - 12/31/2000  PhD Miha Adamič   6,595 
47. L2-8732  Inductive logic programming   1/1/1997 - 12/31/1999  PhD Nada Lavrač   2,828 
48. J2-7270  Sinteza znanja iz podatkov (Slovene)   1/1/1995 - 6/30/1998  PhD Ivan Bratko   9,474 
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   6,320 
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   2,938 
3. P2-0103  Knowledge Technologies   1/1/2015 - 12/31/2021 PhD Sašo Džeroski   5,926 
4. P2-0103  Knowledge Technologies   1/1/2009 - 12/31/2014 PhD Nada Lavrač   5,430 
5. P2-0103  Knowledge Technologies   1/1/2004 - 12/31/2008 PhD Nada Lavrač   5,613 
6. P0-0542-0106  Inteligentna analiza podatkov, računalniška logika in jezikoslovje (Slovene)   1/1/1999 - 12/31/2003 PhD Nada Lavrač   3,361 
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