Ljupco Todorovski

Ljupco Todorovski

Univerza v Ljubljani

H-index: 32

Europe-Slovenia

About Ljupco Todorovski

Ljupco Todorovski, With an exceptional h-index of 32 and a recent h-index of 18 (since 2020), a distinguished researcher at Univerza v Ljubljani, specializes in the field of Computer Science, Artificial Intelligence, Machine Learning, Computational Scientific Discovery.

His recent articles reflect a diverse array of research interests and contributions to the field:

MLFMF: Data Sets for Machine Learning for Mathematical Formalization

Boosting the performance of quantum annealers using machine learning

Probabilistic grammars for modeling dynamical systems from coarse, noisy, and partial data

Introduction to computational ethics

efficient generator of mathematical expressions for symbolic regression (vol 112, pg 4563, 2023)

Correction to: efficient generator of mathematical expressions for symbolic regression

Dimensionally-consistent equation discovery through probabilistic attribute grammars

P (Expression| Grammar): Probability of deriving an algebraic expression with a probabilistic context-free grammar

Ljupco Todorovski Information

University

Position

Professor of Informatics

Citations(all)

4744

Citations(since 2020)

1333

Cited By

3923

hIndex(all)

32

hIndex(since 2020)

18

i10Index(all)

77

i10Index(since 2020)

34

Email

University Profile Page

Univerza v Ljubljani

Google Scholar

View Google Scholar Profile

Ljupco Todorovski Skills & Research Interests

Computer Science

Artificial Intelligence

Machine Learning

Computational Scientific Discovery

Top articles of Ljupco Todorovski

Title

Journal

Author(s)

Publication Date

MLFMF: Data Sets for Machine Learning for Mathematical Formalization

Advances in Neural Information Processing Systems

Andrej Bauer

Matej Petković

Ljupco Todorovski

2024/2/13

Boosting the performance of quantum annealers using machine learning

Quantum Machine Intelligence

Jure Brence

Dragan Mihailović

Viktor V Kabanov

Ljupčo Todorovski

Sašo Džeroski

...

2023/6

Probabilistic grammars for modeling dynamical systems from coarse, noisy, and partial data

Nina Omejc

Boštjan Gec

Jure Brence

Ljupčo Todorovski

Sašo Džeroski

2023/3/13

Introduction to computational ethics

Ljupčo Todorovski

2023/1/13

efficient generator of mathematical expressions for symbolic regression (vol 112, pg 4563, 2023)

Machine Learning

Sebastian Mežnar

Sašo Džeroski

Ljupčo Todorovski

2023/11

Correction to: efficient generator of mathematical expressions for symbolic regression

Machine Learning

Sebastian Mežnar

Sašo Džeroski

Ljupčo Todorovski

2023/12

Dimensionally-consistent equation discovery through probabilistic attribute grammars

Information Sciences

Jure Brence

Sašo Džeroski

Ljupčo Todorovski

2023/6/1

P (Expression| Grammar): Probability of deriving an algebraic expression with a probabilistic context-free grammar

arXiv preprint arXiv:2212.00751

Urh Primožič

Ljupčo Todorovski

Matej Petković

2022/12/1

Explaining the performance of multilabel classification methods with data set properties

International Journal of Intelligent Systems

Jasmin Bogatinovski

Ljupčo Todorovski

Sašo Džeroski

Dragi Kocev

2022/9

Discovery of differential equations using probabilistic grammars

Boštjan Gec

Nina Omejc

Jure Brence

Sašo Džeroski

Ljupčo Todorovski

2022/10/10

A review of digital era governance research in the first two decades: a bibliometric study

Dejan Ravšelj

Lan Umek

Ljupčo Todorovski

Aleksander Aristovnik

2022/4/21

Comprehensive comparative study of multi-label classification methods

Expert Systems with Applications

Jasmin Bogatinovski

Ljupčo Todorovski

Sašo Džeroski

Dragi Kocev

2022/10/1

Automated modelling of urban runoff based on domain knowledge and equation discovery

Journal of Hydrology

Matej Radinja

Mateja Škerjanec

Mojca Šraj

Sašo Džeroski

Ljupčo Todorovski

...

2021/12/1

Extractive text summarization based on selectivity ranking

Dino Aljević

Ljupčo Todorovski

Sanda Martinčić-Ipšić

2021/8/25

Design and Simulation of Stormwater Control Measures Using Automated Modeling

Water

Matej Radinja

Mateja Škerjanec

Sašo Džeroski

Ljupčo Todorovski

Nataša Atanasova

2021/8/19

Probabilistic grammars for equation discovery

Knowledge-Based Systems

Jure Brence

Ljupčo Todorovski

Sašo Džeroski

2021/7/19

Combinatorial search for selecting the structure of models of dynamical systems with equation discovery

Engineering Applications of Artificial Intelligence

Jovan Tanevski

Ljupčo Todorovski

Sašo Džeroski

2020/3/1

Equation discovery for nonlinear system identification

IEEE Access

Nikola Simidjievski

Ljupčo Todorovski

Juš Kocijan

Sašo Džeroski

2020/2/6

Automatization of urban drainage modelling by hybridising domain knowledge and equation discovery

Matej Radinja

Mateja Škerjanec

Sašo Džeroski

Ljupčo Todorovski

2020

Assessing the agreement in the Bebras tasks categorisation

Žan Ternik

Ljupčo Todorovski

Irena Nančovska Šerbec

2020/9/23

See List of Professors in Ljupco Todorovski University(Univerza v Ljubljani)

Co-Authors

H-index: 75
Pat Langley

Pat Langley

Stanford University

H-index: 72
Peter Flach

Peter Flach

University of Bristol

H-index: 42
Hendrik Blockeel

Hendrik Blockeel

Katholieke Universiteit Leuven

H-index: 26
Krištof Oštir

Krištof Oštir

Univerza v Ljubljani

H-index: 23
Dimitar Hristovski

Dimitar Hristovski

Univerza v Ljubljani

H-index: 11
Jovan Tanevski

Jovan Tanevski

Ruprecht-Karls-Universität Heidelberg

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