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T

Tome Eftimov

jožef stefan institute

24H-index
258Paper Count
2.4KCitation Count
Published Papers 47
Publication Date
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Large language models in food and nutrition science: Opportunities, challenges, and the case of FoodyLLM
errCurrent Research in Food Science
IF7
err2026-02-16
err0
errOAAI
errAna Gjorgjevikj; Matej Martinc; Gjorgjina Cenikj; Riste Stojanov; Jan Drole; Gordana Ispirova; Giulia Menichetti; Nives Ogrinc; Dimitar Trajanov; Sašo Džeroski; Barbara Koroušić Seljak; Tome Eftimov
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errSave
User-defined trade-offs in LLM benchmarking: balancing accuracy, scale, and sustainability
errKnowledge-Based Systems
IF7.6
err2025-09-10
err0
errOAAI
errAna Gjorgjevikj; Ana Nikolikj; Barbara Koroušić Seljak; Tome Eftimov
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errSave
A learning search algorithm for the Restricted Longest Common Subsequence problem
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-07-01
err0
errOAAI
errDjukanovic, Marko; Reixach, Jaume; Nikolikj, Ana; Eftimov, Tome; Kartelj, Aleksandar; Blum, Christian
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Applicability Assessment of Technologies for Predictive and Prescriptive Analytics of Nephrology Big Data
errPROTEOMICS
IF3.9
err2025-05-27
err0
errOAAI
errStojanov, Riste; Jovanovik, Milos; Gramatikov, Sasho; Mishkovski, Igor; Zdravevski, Eftim; Sasanski, Darko; Karapancheva, Zorica; Spasovski, Goce; Vasileska, Ivona; Eftimov, Tome; Wu, Zhuojun; Jankowski, Joachim; Trajanov, Dimitar
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Landscape features in single-objective continuous optimization: Have we hit a wall in algorithm selection generalization?
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2025-04-01
err0
errOAAI
errCenikj, Gjorgjina; Petelin, Gasper; Seiler, Moritz; Cenikj, Nikola; Eftimov, Tome
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errSave
Benchmarking footprints of continuous black-box optimization algorithms: Explainable insights into algorithm success and failure
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2025-03-01
err0
errOAAI
errNikolikj, Ana; Munoz, Mario Andres; Eftimov, Tome
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IsoFoodTrack: a comprehensive database and management system based on stable isotope ratio analysis for combating food fraud
errFRONTIERS IN NUTRITION
IF5.1
err2025-02-19
err0
errOAAI
errTerro, Cathrine; Modic, Robert; Ogrinc, Matevz; Simcic, Andraz; Drole, Jan; Eftimov, Tome; Seljak, Barbara Korousic; Ogrinc, Nives
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errSave
Zero-shot evaluation of ChatGPT for food named-entity recognition and linking
errFRONTIERS IN NUTRITION
IF5.1
err2024-08-13
err2
errOAAI
errOgrinc, Matevz; Korousic Seljak, Barbara; Eftimov, Tome
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A cross-benchmark examination of feature-based algorithm selector generalization in single-objective numerical optimization
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2024-06-01
err3
errOAAI
errCenikj, Gjorgjina; Petelin, Gasper; Eftimov, Tome
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errSave
NutriGreen image dataset: a collection of annotated nutrition, organic, and vegan food products
errFRONTIERS IN NUTRITION
IF5.1
err2024-03-26
err1
errOAAI
errDrole, Jan; Pravst, Igor; Eftimov, Tome; Seljak, Barbara Korousic
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errSave
MsGEN: Measuring generalization of nutrient value prediction across different recipe datasets
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-03-01
err2
errOAAI
errIspirova, Gordana; Eftimov, Tome; Dzeroski, Saso; Seljak, Barbara Korousic
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errSave
TinyTLA: Topological landscape analysis for optimization problem classification in a limited sample setting
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2024-02-01
err4
errOAAI
errPetelin, Gasper; Cenikj, Gjorgjina; Eftimov, Tome
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errSave
OPTION: OPTImization Algorithm Benchmarking ONtology
errIEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
IF12
err2023-12-01
err1
errOAAI
errKostovska, Ana; Vermetten, Diederick; Doerr, Carola; Dzeroski, Saso; Panov, Pance; Eftimov, Tome
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errSave
FooDis: A food-disease relation mining pipeline
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2023-08-01
err0
errOAAI
errCenikj, Gjorgjina; Eftimov, Tome; Seljak, Barbara Korousic
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errSave
From language models to large-scale food and biomedical knowledge graphs
errSCIENTIFIC REPORTS
IF3.9
err2023-05-15
err5
errOAAI
errCenikj, Gjorgjina; Strojnik, Lidija; Angelski, Risto; Ogrinc, Nives; Seljak, Barbara Korousic; Eftimov, Tome
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errSave
Towards understanding the importance of time-series features in automated algorithm performance prediction
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-03-01
err6
errOAAI
errPetelin, Gasper; Cenikj, Gjorgjina; Eftimov, Tome
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errSave
CafeteriaSA corpus: scientific abstracts annotated across different food semantic resources
errDATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION
IF3.6
err2022-12-16
err1
errOAAI
errCenikj, Gjorgjina; Valencic, Eva; Ispirova, Gordana; Ogrinc, Matevz; Stojanov, Riste; Korosec, Peter; Cavalli, Ermanno; Seljak, Barbara Korousic; Eftimov, Tome
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errSave
Dietary, comorbidity, and geo-economic data fusion for explainable COVID-19 mortality prediction
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-12-01
err7
errOAAI
errTrajanoska, Milena; Trajanov, Risto; Eftimov, Tome
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errSave
Missing value imputation in food composition data with denoising autoencoders
errJOURNAL OF FOOD COMPOSITION AND ANALYSIS
IF4.6
err2022-09-01
err8
PREAI
errGjorshoska, Ivana; Eftimov, Tome; Trajanov, Dimitar
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errSave
Less is more: Selecting the right benchmarking set of data for time series classification
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2022-07-01
err5
errOAAI
errEftimov, Tome; Petelin, Gasper; Cenikj, Gjorgjina; Kostovska, Ana; Ispirova, Gordana; Korosec, Peter; Bogatinovski, Jasmin
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Research Directions

No research directions
Co-authors
Cooperation Journals
N
Nadia Slimani
H-index: 113 · Papers: 405
M
Marga C. Ocké
H-index: 78 · Papers: 255
M
Milena Horvat
H-index: 70 · Papers: 590
S
Sašo Džeroski
H-index: 64 · Papers: 599
E
Esther Molina‐Montes
H-index: 63 · Papers: 259
View more