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M

Marko Robnik‐Šikonja

University of Ljubljana

23H-index
214Paper Count
6.6KCitation Count
Published Papers 32
Publication Date
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Grammatical error correction of Slovenian school essays using large language models
errSODOBNA PEDAGOGIKA-JOURNAL OF CONTEMPORARY EDUCATIONAL STUDIES
IF0
err2025-10-01
err0
PREAI
errKlemen, Matej; Bozic, Martin; Holdt, Spela Arhar; Robnik-Sikonja, Marko
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Mono- and cross-lingual evaluation of representation language models on less-resourced languages
errcomputer speech and language
IF0
err2025-06-27
err0
errOAAI
errMatej Ulčar; Aleš Žagar; Carlos S. Armendariz; Andraž Repar; Senja Pollak; Matthew Purver; Marko Robnik-Šikonja
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errSave
Measuring Catastrophic Forgetting in Cross-Lingual Classification: Transfer Paradigms and Tuning Strategies
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errKoloski, Boshko; Skrlj, Blaz; Robnik-Sikonja, Marko; Pollak, Senja
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errSave
Review of Natural Language Processing in Pharmacology
errPHARMACOLOGICAL REVIEWS
IF17.3
err2023-07-01
err2
errOAAI
errTrajanov, Dimitar; Trajkovski, Vangel; Dimitrieva, Makedonka; Dobreva, Jovana; Jovanovik, Milos; Klemen, Matej; Zagar, Ales; Robnik-Sikonja, Marko
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errSave
Sequence-to-sequence pretraining for a less-resourced Slovenian language
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2023-03-28
err1
errOAAI
errUlcar, Matej; Robnik-Sikonja, Marko
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errSave
Knowledge graph informed fake news classification via heterogeneous representation ensembles
errNEUROCOMPUTING
IF6.5
err2022-07-01
err33
errOAAI
errKoloski, Boshko; Perdih, Timen Stepisnik; Robnik-Sikonja, Marko; Pollak, Senja; Skrlj, Blaz
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errSave
Disease Progression of Hypertrophic Cardiomyopathy: Modeling Using Machine Learning
errJMIR MEDICAL INFORMATICS
IF3.8
err2022-02-02
err11
errOAAI
errPiculin, Matej; Smole, Tim; Zunkovic, Bojan; Kokalj, Enja; Robnik-Sikonja, Marko; Kukar, Matjaz; Fotiadis, Dimitrios, I; Pezoulas, Vasileios C.; Tachos, Nikolaos S.; Barlocco, Fausto; Mazzarotto, Francesco; Popovic, Dejana; Maier, Lars S.; Velicki, Lazar; Olivotto, Iacopo; MacGowan, Guy A.; Jakovljevic, Djordje G.; Filipovic, Nenad; Bosnic, Zoran
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errSave
NeSyChair: Automatic Conference Scheduling Combining Neuro-Symbolic Representations and Constrained Clustering
errIEEE ACCESS
IF3.6
err2022-01-01
err1
errOAAI
errSkvorc, Tadej; Lavrac, Nada; Robnik-Sikonja, Marko
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errSave
MICE: Mining Idioms with Contextual Embeddings
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-01-01
err3
errOAAI
errSkvorc, Tadej; Gantar, Polona; Robnik-Sikonja, Marko
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errSave
Deep node ranking for neuro-symbolic structural node embedding and classification
errINTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
IF3.7
err2021-09-10
err1
errOAAI
errSkrlj, Blaz; Kralj, Jan; Konc, Janez; Robnik-Sikonja, Marko; Lavrac, Nada
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errSave
A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2021-08-01
err32
errOAAI
errSmole, Tim; Zunkovic, Bojan; Piculin, Matej; Kokalj, Enja; Robnik-Sikonja, Marko; Kukar, Matjaz; Fotiadis, Dimitrios, I; Pezoulas, Vasileios C.; Tachos, Nikolaos S.; Barlocco, Fausto; Mazzarotto, Francesco; Popovic, Dejana; Maier, Lars; Velicki, Lazar; MacGowan, Guy A.; Olivotto, Iacopo; Filipovic, Nenad; Jakovljevic, Djordje G.; Bosnic, Zoran
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errSave
A computational pipeline for data augmentation towards the improvement of disease classification and risk stratification models: A case study in two clinical domains
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2021-07-01
err10
errOAAI
errPezoulas, Vasileios C.; Grigoriadis, Grigoris, I; Gkois, George; Tachos, Nikolaos S.; Smole, Tim; Bosnic, Zoran; Piculin, Matej; Olivotto, Iacopo; Barlocco, Fausto; Robnik-Sikonja, Marko; Jakovljevic, Djordje G.; Goules, Andreas; Tzioufas, Athanasios G.; Fotiadis, Dimitrios, I
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errSave
Supervised and Unsupervised Neural Approaches to Text Readability
errCOMPUTATIONAL LINGUISTICS
IF5.3
err2021-04-21
err51
errOAAI
errMartinc, Matej; Pollak, Senja; Robnik-Sikonja, Marko
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errSave
To BAN or Not to BAN: Bayesian Attention Networks for Reliable Hate Speech Detection
errCOGNITIVE COMPUTATION
IF4.3
err2021-01-26
err15
errOAAI
errMiok, Kristian; Skrlj, Blaz; Zaharie, Daniela; Robnik-Sikonja, Marko
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errSave
Exploring the Relations Between Net Benefits of IT Projects and CIOs' Perception of Quality of Software Development Disciplines
errBUSINESS & INFORMATION SYSTEMS ENGINEERING
IF10.4
err2019-08-09
err3
errOAAI
errVavpotic, Damjan; Robnik-Sikonja, Marko; Hovelja, Tomaz
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errSave
Modeling ischemia with finite elements and automated machine learning
errnature computational science
IF3.7
err2018-11-01
err4
PREAI
errRobnik-Sikonja, Marko; Radovic, Milos; Dorovic, Smiljana; Andelkovic-Cirkovic, Bojana; Filipovic, Nenad
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errSave
Symptoms and medications change patterns for Parkinson's disease patients stratification
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2018-09-01
err12
PREAI
errValmarska, Anita; Miljkovic, Dragana; Konitsiotis, Spiros; Gatsios, Dimitris; Lavrac, Nada; Robnik-Sikonja, Marko
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errSave
Refinement and selection heuristics in subgroup discovery and classification rule learning
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2017-09-01
err15
PREAI
errValmarska, Anita; Lavrac, Nada; Furnkranz, Johannes; Robnik-Sikonja, Marko
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errSave
Introduction to the special issue dedicated to the Journal Track of ECML PKDD 2017
errMACHINE LEARNING
IF2.9
err2017-08-23
err0
errOAAI
errDriessens, Kurt; Kocev, Dragi; Robnik-Sikonja, Marko; Spiliopoulou, Myra
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errSave
Decision-making framework with double-loop learning through interpretable black-box machine learning models
errINDUSTRIAL MANAGEMENT & DATA SYSTEMS
IF4.7
err2017-08-14
err31
PREAI
errBohanec, Marko; Robnik-Sikonja, Marko; Borstnar, Mirjana Kljajic
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Research Directions

No research directions
Co-authors
Cooperation Journals
I
Iacopo Olivotto
H-index: 92 · Papers: 758
L
Lars S. Maier
H-index: 80 · Papers: 618
A
Athanasios G. Tzioufas
H-index: 78 · Papers: 570
D
Dimitrios I. Fotiadis
H-index: 55 · Papers: 639
N
Nada Lavrač
H-index: 47 · Papers: 391
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