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L. Todorovski · SciRah

Researcher profile · Semantic Scholar

L. Todorovski

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L. Todorovski — researcher profile on SciRah

h-index: 31
Works: 204
Citations: 3,861

Most-cited papers

Comprehensive Comparative Study of Multi-Label Classification Methods
Jasmin Bogatinovski, L. Todorovski, S. Džeroski, D. Kocev
2021Expert systems with applications198 citations Open access
Semantic Scholar
Reinforcement learning approach for train rescheduling on a single-track railway
Darja Šemrov, R. Marsetič, M. Žura, L. Todorovski +1 more
2016184 citations
Semantic Scholar
A Review of Digital Era Governance Research in the First Two Decades: A Bibliometric Study
Dejan Ravšelj, L. Umek, L. Todorovski, Aleksander Aristovnik
2022Future Internet76 citations Open access
Semantic Scholar
Probabilistic Grammars for Equation Discovery
Jure Brence, L. Todorovski, S. Džeroski
2020Knowledge-Based Systems56 citations Open access
Semantic Scholar
Parameter estimation with bio-inspired meta-heuristic optimization: modeling the dynamics of endocytosis
Katerina Tashkova, P. Korošec, J. Silc, L. Todorovski +1 more
2011BMC Systems Biology49 citations Open access
Semantic Scholar
The Influence of Feature Representation of Text on the Performance of Document Classification
Sanda Martinčić-Ipšić, T. Miličić, L. Todorovski
2017Applied Sciences32 citations Open access
Semantic Scholar
The influence of parameter fitting methods on model structure selection in automated modeling of aquatic ecosystems
Darko Cerepnalkoski, Katerina Taskova, L. Todorovski, N. Atanasova +1 more
201231 citations Open access
Semantic Scholar
Efficient generator of mathematical expressions for symbolic regression
Sebastian Mežnar, S. Džeroski, L. Todorovski
2023Machine-mediated learning27 citations Open access
Semantic Scholar
Modeling Dynamic Systems with Efficient Ensembles of Process-Based Models
Nikola Simidjievski, L. Todorovski, S. Džeroski
2016PLoS ONE27 citations Open access
Semantic Scholar
Predicting long-term population dynamics with bagging and boosting of process-based models
Nikola Simidjievski, L. Todorovski, S. Džeroski
2015Expert systems with applications25 citations
Semantic Scholar
Immunological Computation
P. Utgoff, J. Cussens, Stefan Kramer, Sanjay Jain +13 more
2010Encyclopedia of Machine Learning and Data Mining25 citations
Semantic Scholar
Learning stochastic process-based models of dynamical systems from knowledge and data
J. Tanevski, L. Todorovski, S. Džeroski
2016BMC Systems Biology21 citations Open access
Semantic Scholar
Probabilistic grammars for modeling dynamical systems from coarse, noisy, and partial data
Nina Omejc, Boštjan Gec, Jure Brence, L. Todorovski +1 more
2024Machine-mediated learning20 citations Open access
Semantic Scholar
Dimensionally-consistent equation discovery through probabilistic attribute grammars
Jure Brence, S. Džeroski, L. Todorovski
2023Information Sciences20 citations Open access
Semantic Scholar
MLFMF: Data Sets for Machine Learning for Mathematical Formalization
Andrej Bauer, Matej Petković, L. Todorovski
2023Neural Information Processing Systems17 citations
Semantic Scholar
Reconstructing dynamical networks via feature ranking
Marc G. Leguia, Zoran Levnajić, L. Todorovski, B. Ženko
2019Chaos17 citations Open access
Semantic Scholar
The effects of measurement error in case of scientific network analysis
Nuša Erman, L. Todorovski
2015Scientometrics16 citations
Semantic Scholar
Equation Discovery for Nonlinear System Identification
Nikola Simidjievski, L. Todorovski, J. Kocijan, S. Džeroski
2019IEEE Access14 citations Open access
Semantic Scholar
Equation Discovery
L. Todorovski
2010Encyclopedia of Machine Learning12 citations
Semantic Scholar
Analyzing the Structure of the EGOV Conference Community
Nuša Erman, L. Todorovski
2010International Conference on Electronic Government12 citations Open access
Semantic Scholar
Combinatorial search for selecting the structure of models of dynamical systems with equation discovery
J. Tanevski, L. Todorovski, S. Džeroski
2020Engineering applications of artificial intelligence11 citations Open access
Semantic Scholar
Automated discovery of a model for dinoflagellate dynamics
N. Atanasova, S. Džeroski, B. Kompare, L. Todorovski +1 more
2011Environmental Modelling & Software11 citations Open access
Semantic Scholar
Automated modelling of urban runoff based on domain knowledge and equation discovery
Matej Radinja, Mateja Škerjanec, M. Šraj, S. Džeroski +2 more
2021Journal of Hydrology10 citations
Semantic Scholar
Process-based design of dynamical biological systems
J. Tanevski, L. Todorovski, S. Džeroski
2016Scientific Reports10 citations Open access
Semantic Scholar
Participatory policy process design: lessons learned from three European regions
C. Colombo, Mateja Kunstelj, F. Molinari, L. Todorovski
201110 citations
Semantic Scholar
Process-Based Modeling and Design of Dynamical Systems
J. Tanevski, Nikola Simidjievski, L. Todorovski, S. Džeroski
2017ECML/PKDD9 citations
Semantic Scholar
Learning ensembles of population dynamics models and their application to modelling aquatic ecosystems
Nikola Simidjievski, L. Todorovski, S. Džeroski
20159 citations
Semantic Scholar
Meta-Model Framework for Surrogate-Based Parameter Estimation in Dynamical Systems
Žiga Lukšič, J. Tanevski, S. Džeroski, L. Todorovski
2019IEEE Access8 citations Open access
Semantic Scholar
Extensive evaluation of the generalized relevance network approach to inferring gene regulatory networks
Vladimir Kuzmanovski, L. Todorovski, S. Džeroski
2018GigaScience8 citations Open access
Semantic Scholar
Domain-specific model selection for structural identification of the Rab5-Rab7 dynamics in endocytosis
J. Tanevski, L. Todorovski, Y. Kalaidzidis, S. Džeroski
2015BMC Systems Biology8 citations Open access
Semantic Scholar
Modeling the Dynamics of Biological Networks from Time Course Data
S. Džeroski, L. Todorovski
20108 citations
Semantic Scholar
Design and Simulation of Stormwater Control Measures Using Automated Modeling
Matej Radinja, Mateja Škerjanec, S. Džeroski, L. Todorovski +1 more
2021Water7 citations Open access
Semantic Scholar
Explaining the performance of multilabel classification methods with data set properties
Jasmin Bogatinovski, L. Todorovski, S. Džeroski, D. Kocev
2021International Journal of Intelligent Systems7 citations Open access
Semantic Scholar
Discovering Constraints for Inductive Process Modeling
L. Todorovski, Will Bridewell, P. Langley
2012AAAI Conference on Artificial Intelligence7 citations Open access
Semantic Scholar
Late somatic sequelae after treatment of childhood cancer in Slovenia
Nuša Erman, L. Todorovski, B. Jereb
2012BMC Research Notes7 citations Open access
Semantic Scholar
Discovery of Differential Equations Using Probabilistic Grammars
Boštjan Gec, Nina Omejc, Jure Brence, S. Džeroski +1 more
2022IFIP Working Conference on Database Semantics6 citations
Semantic Scholar
Decoupling approximation robustly reconstructs directed dynamical networks
Nikola Simidjievski, J. Tanevski, B. Ženko, Zoran Levnajić +2 more
2017New Journal of Physics6 citations Open access
Semantic Scholar
Selective Induction of Rate-Based Process Models
Will Bridewell, S. Džeroski, R. Morin, L. Todorovski +2 more
20165 citations
Semantic Scholar
Combining Textual and Structural Information for Premise Selection in Lean
Job Petrovcic, D. Denis, L. Todorovski
2025arXiv.org3 citations
Semantic Scholar
Approximating the universal thermal climate index using sparse regression with orthogonal polynomials
S. Roman, L. Todorovski, S. Džeroski, Gregor Skok
2025Geoscientific Model Development3 citations Open access
Semantic Scholar
Boosting the performance of quantum annealers using machine learning
Jure Brence, D. Mihailovic, V. Kabanov, L. Todorovski +2 more
2022Quantum Machine Intelligence3 citations Open access
Semantic Scholar
General Meta-Model Framework for Surrogate-Based Numerical Optimization
Žiga Lukšič, J. Tanevski, S. Džeroski, L. Todorovski
2017IFIP Working Conference on Database Semantics3 citations
Semantic Scholar
Error Correcting Output Codes
J. Langford, Xin-Hua Zhang, Gavin Brown, Indrajit Bhattacharya +24 more
2010Encyclopedia of Machine Learning3 citations
Semantic Scholar
Improving stochastic models by smart denoising and latent representation optimization
Jakob Jelenčič, M. Massri, L. Todorovski, M. Grobelnik +1 more
2025Information Sciences2 citations Open access
Semantic Scholar
Discovery of Exact Equations for Integer Sequences
Boštjan Gec, S. Džeroski, L. Todorovski
2024Mathematics2 citations Open access
Semantic Scholar
Extractive Text Summarization Based on Selectivity Ranking
Dino Aljevic, L. Todorovski, Sanda Martinčić-Ipšić
2021International Symposium on INnovations in Intelligent SysTems and Applications2 citations
Semantic Scholar
Predicting Hidden Links and Missing Nodes in Scale-Free Networks with Artificial Neural Networks
Rakib Hassan Pran, L. Todorovski
2021arXiv.org2 citations
Semantic Scholar
Assessing the Agreement in the Bebras Tasks Categorisation
Zan Ternik, L. Todorovski, I. N. Serbec
2020International Conference on Informatics in Secondary Schools2 citations
Semantic Scholar
Towards reusable process-based models of dynamical systems: A case study in the domain of aquatic ecosystems
Ilin Tolovski, Ana Kostovska, Nikola Simidjievski, L. Todorovski +2 more
2019International Convention on Information and Communication Technology, Electronics and Microelectronics2 citations
Semantic Scholar
Machine Learning and Knowledge Discovery in Databases
Michelangelo Ceci, Jaakko Hollmén, L. Todorovski, C. Vens +1 more
2017Lecture Notes in Computer Science2 citations Open access
Semantic Scholar

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