Ljupco Todorovski

102 papers A* 11B 16C 1Journal 43Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	A Variational Autoencoder for N-Ary Trees. DS Martin Percinic, Sebastian Meznar, Ljupco Todorovski, Saso Dzeroski
2025	J	`jnl`	Approximating the universal thermal climate index using sparse regression with orthogonal polynomials. CoRR Sabin Roman, Gregor Skok, Ljupco Todorovski, Saso Dzeroski
2025	B	`conf`	Bayesian Grammar Refinement for Efficient Equation Discovery. DS Jure Brence, Saso Dzeroski, Ljupco Todorovski
2025	J	`jnl`	Combining Textual and Structural Information for Premise Selection in Lean. CoRR Job Petrovcic, David Eliecer Narvaez Denis, Ljupco Todorovski
2025	J	`jnl`	Improving stochastic models by smart denoising and latent representation optimization. Inf. Sci. Jakob Jelencic, M. Besher Massri, Ljupco Todorovski, Marko Grobelnik, Dunja Mladenic
2024	J	`jnl`	Probabilistic grammars for modeling dynamical systems from coarse, noisy, and partial data. Mach. Learn. Nina Omejc, Bostjan Gec, Jure Brence, Ljupco Todorovski, Saso Dzeroski
2024	J	`jnl`	Quantifying Behavioural Distance Between Mathematical Expressions. CoRR Sebastian Meznar, Saso Dzeroski, Ljupco Todorovski
2023	J	`jnl`	Boosting the performance of quantum annealers using machine learning. Quantum Mach. Intell. Jure Brence, Dragan Mihailovic, Viktor V. Kabanov, Ljupco Todorovski, Saso Dzeroski, Jaka Vodeb
2023	J	`jnl`	Correction to: efficient generator of mathematical expressions for symbolic regression. Mach. Learn. Sebastian Meznar, Saso Dzeroski, Ljupco Todorovski
2023	J	`jnl`	Dimensionally-consistent equation discovery through probabilistic attribute grammars. Inf. Sci. Jure Brence, Saso Dzeroski, Ljupco Todorovski
2023	J	`jnl`	Efficient Generator of Mathematical Expressions for Symbolic Regression. CoRR Sebastian Meznar, Saso Dzeroski, Ljupco Todorovski
2023	J	`jnl`	Efficient generator of mathematical expressions for symbolic regression. Mach. Learn. Sebastian Meznar, Saso Dzeroski, Ljupco Todorovski
2023	A*	`conf`	MLFMF: Data Sets for Machine Learning for Mathematical Formalization. NeurIPS Andrej Bauer, Matej Petkovic, Ljupco Todorovski
2023	J	`jnl`	MLFMF: Data Sets for Machine Learning for Mathematical Formalization. CoRR Andrej Bauer, Matej Petkovic, Ljupco Todorovski
2022	J	`jnl`	A Review of Digital Era Governance Research in the First Two Decades: A Bibliometric Study. Future Internet Dejan Ravselj, Lan Umek, Ljupco Todorovski, Aleksander Aristovnik
2022	J	`jnl`	Boosting the Performance of Quantum Annealers using Machine Learning. CoRR Jure Brence, Dragan Mihailovic, Viktor V. Kabanov, Ljupco Todorovski, Saso Dzeroski, Jaka Vodeb
2022	J	`jnl`	Comprehensive comparative study of multi-label classification methods. Expert Syst. Appl. Jasmin Bogatinovski, Ljupco Todorovski, Saso Dzeroski, Dragi Kocev
2022	B	`conf`	Discovery of Differential Equations Using Probabilistic Grammars. DS Bostjan Gec, Nina Omejc, Jure Brence, Saso Dzeroski, Ljupco Todorovski
2022	J	`jnl`	Explaining the performance of multilabel classification methods with data set properties. Int. J. Intell. Syst. Jasmin Bogatinovski, Ljupco Todorovski, Saso Dzeroski, Dragi Kocev
2022	J	`jnl`	P(Expression\|Grammar): Probability of deriving an algebraic expression with a probabilistic context-free grammar. CoRR Urh Primozic, Ljupco Todorovski, Matej Petkovic
2021	J	`jnl`	Comprehensive Comparative Study of Multi-Label Classification Methods. CoRR Jasmin Bogatinovski, Ljupco Todorovski, Saso Dzeroski, Dragi Kocev
2021	J	`jnl`	Explaining the Performance of Multi-label Classification Methods with Data Set Properties. CoRR Jasmin Bogatinovski, Ljupco Todorovski, Saso Dzeroski, Dragi Kocev
2021	C	`conf`	Extractive Text Summarization Based on Selectivity Ranking. INISTA Dino Aljevic, Ljupco Todorovski, Sanda Martincic-Ipsic
2021	J	`jnl`	Predicting Hidden Links and Missing Nodes in Scale-Free Networks with Artificial Neural Networks. CoRR Rakib Hassan Pran, Ljupco Todorovski
2021	J	`jnl`	Probabilistic grammars for equation discovery. Knowl. Based Syst. Jure Brence, Ljupco Todorovski, Saso Dzeroski
2020	—	`conf`	Assessing the Agreement in the Bebras Tasks Categorisation. ISSEP Zan Ternik, Ljupco Todorovski, Irena Nancovska Serbec
2020	J	`jnl`	Combinatorial search for selecting the structure of models of dynamical systems with equation discovery. Eng. Appl. Artif. Intell. Jovan Tanevski, Ljupco Todorovski, Saso Dzeroski
2020	J	`jnl`	Equation Discovery for Nonlinear System Identification. IEEE Access Nikola Simidjievski, Ljupco Todorovski, Jus Kocijan, Saso Dzeroski
2020	J	`jnl`	Probabilistic Grammars for Equation Discovery. CoRR Jure Brence, Ljupco Todorovski, Saso Dzeroski
2019	J	`jnl`	Equation Discovery for Nonlinear System Identification. CoRR Nikola Simidjievski, Ljupco Todorovski, Jus Kocijan, Saso Dzeroski
2019	J	`jnl`	Meta-Model Framework for Surrogate-Based Parameter Estimation in Dynamical Systems. IEEE Access Ziga Luksic, Jovan Tanevski, Saso Dzeroski, Ljupco Todorovski
2019	J	`jnl`	Meta-Model Framework for Surrogate-Based Parameter Estimation in Dynamical Systems. CoRR Ziga Luksic, Jovan Tanevski, Saso Dzeroski, Ljupco Todorovski
2019	J	`jnl`	Reconstructing dynamical networks via feature ranking. CoRR Marc G. Leguia, Zoran Levnajic, Ljupco Todorovski, Bernard Zenko
2019	—	`conf`	Towards reusable process-based models of dynamical systems: A case study in the domain of aquatic ecosystems. MIPRO Ilin Tolovski, Ana Kostovska, Nikola Simidjievski, Ljupco Todorovski, Saso Dzeroski, Pance Panov
2017	J	`jnl`	Decoupling approximation robustly reconstructs directed dynamical networks. CoRR Nikola Simidjievski, Jovan Tanevski, Bernard Zenko, Zoran Levnajic, Ljupco Todorovski, Saso Dzeroski
2017	—	`ch.`	Equation Discovery. Encyclopedia of Machine Learning and Data Mining Ljupco Todorovski
2017	B	`conf`	General Meta-Model Framework for Surrogate-Based Numerical Optimization. DS Ziga Luksic, Jovan Tanevski, Saso Dzeroski, Ljupco Todorovski
2017	—	`ch.`	Inductive Process Modeling. Encyclopedia of Machine Learning and Data Mining Ljupco Todorovski
2017	—	`ed.`	Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part I ECML/PKDD (1) Michelangelo Ceci, Jaakko Hollmén, Ljupco Todorovski, Celine Vens, Saso Dzeroski
2017	—	`ed.`	Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part II ECML/PKDD (2) Michelangelo Ceci, Jaakko Hollmén, Ljupco Todorovski, Celine Vens, Saso Dzeroski
2017	—	`conf`	Process-Based Modeling and Design of Dynamical Systems. ECML/PKDD (3) Jovan Tanevski, Nikola Simidjievski, Ljupco Todorovski, Saso Dzeroski
2017	J	`jnl`	The Influence of Feature Representation of Text on the Performance of Document Classification. CoRR Sanda Martincic-Ipsic, Tanja Milicic, Ljupco Todorovski
2016	B	`conf`	Learning Ensembles of Process-Based Models by Bagging of Random Library Samples. DS Nikola Simidjievski, Ljupco Todorovski, Saso Dzeroski
2016	J	`jnl`	Learning stochastic process-based models of dynamical systems from knowledge and data. BMC Syst. Biol. Jovan Tanevski, Ljupco Todorovski, Saso Dzeroski
2015	J	`jnl`	Domain-specific model selection for structural identification of the Rab5-Rab7 dynamics in endocytosis. BMC Syst. Biol. Jovan Tanevski, Ljupco Todorovski, Yannis Kalaidzidis, Saso Dzeroski
2015	J	`jnl`	Predicting long-term population dynamics with bagging and boosting of process-based models. Expert Syst. Appl. Nikola Simidjievski, Ljupco Todorovski, Saso Dzeroski
2015	J	`jnl`	The effects of measurement error in case of scientific network analysis. Scientometrics Nusa Erman, Ljupco Todorovski
2014	B	`ed.`	Discovery Science - 17th International Conference, DS 2014, Bled, Slovenia, October 8-10, 2014. Proceedings Discovery Science Saso Dzeroski, Pance Panov, Dragi Kocev, Ljupco Todorovski
2013	B	`conf`	Inductive Process Modeling of Rab5-Rab7 Conversion in Endocytosis. Discovery Science Jovan Tanevski, Ljupco Todorovski, Yannis Kalaidzidis, Saso Dzeroski
2012	A*	`conf`	Discovering Constraints for Inductive Process Modeling. AAAI Ljupco Todorovski, Will Bridewell, Pat Langley
2011	J	`jnl`	Automated discovery of a model for dinoflagellate dynamics. Environ. Model. Softw. Natasa Atanasova, Saso Dzeroski, Boris Kompare, Ljupco Todorovski, Gideon Gal
2011	J	`jnl`	Parameter estimation with bio-inspired meta-heuristic optimization: modeling the dynamics of endocytosis. BMC Syst. Biol. Katerina Tashkova, Peter Korosec, Jurij Silc, Ljupco Todorovski, Saso Dzeroski
2010	—	`conf`	Analyzing the Structure of the EGOV Conference Community. EGOV Nusa Erman, Ljupco Todorovski
2010	—	`ch.`	Equation Discovery. Encyclopedia of Machine Learning Ljupco Todorovski
2010	—	`ch.`	Inductive Process Modeling. Encyclopedia of Machine Learning Ljupco Todorovski
2010	A*	`conf`	The Induction and Transfer of Declarative Bias. AAAI Will Bridewell, Ljupco Todorovski
2009	—	`conf`	Mapping the E-Government Research with Social Network Analysis. EGOV Nusa Erman, Ljupco Todorovski
2008	B	`conf`	A Minimal Description Length Scheme for Polynomial Regression. PAKDD Aleksandar Peckov, Saso Dzeroski, Ljupco Todorovski
2008	J	`jnl`	Inductive process modeling. Mach. Learn. Will Bridewell, Pat Langley, Ljupco Todorovski, Saso Dzeroski
2007	—	`book`	Computational Discovery of Scientific Knowledge, Introduction, Techniques, and Applications in Environmental and Life Sciences Computational Discovery of Scientific Knowledge Saso Dzeroski, Ljupco Todorovski
2007	—	`ch.`	Computational Discovery of Scientific Knowledge. Computational Discovery of Scientific Knowledge Saso Dzeroski, Pat Langley, Ljupco Todorovski
2007	B	`conf`	Extracting constraints for process modeling. K-CAP Will Bridewell, Stuart R. Borrett, Ljupco Todorovski
2007	—	`ch.`	Integrating Domain Knowledge in Equation Discovery. Computational Discovery of Scientific Knowledge Ljupco Todorovski, Saso Dzeroski
2007	B	`conf`	Learning Declarative Bias. ILP Will Bridewell, Ljupco Todorovski
2007	—	`conf`	Reference Models for E-Services Integration Based on Life-Events. EGOV Ljupco Todorovski, Mateja Kunstelj, Mirko Vintar
2006	J	`jnl`	Constructing explanatory process models from biological data and knowledge. Artif. Intell. Medicine Pat Langley, Oren Shiran, Jeff Shrager, Ljupco Todorovski, Andrew Pohorille
2006	B	`ed.`	Discovery Science, 9th International Conference, DS 2006, Barcelona, Spain, October 7-10, 2006, Proceedings Discovery Science Ljupco Todorovski, Nada Lavrac, Klaus P. Jantke
2005	A*	`conf`	Inducing Hierarchical Process Models in Dynamic Domains. AAAI Ljupco Todorovski, Will Bridewell, Oren Shiran, Pat Langley
2005	A*	`conf`	Reducing overfitting in process model induction. ICML Will Bridewell, Narges Bani Asadi, Pat Langley, Ljupco Todorovski
2004	—	`conf`	Inducing Polynomial Equations for Regression. ECML Ljupco Todorovski, Peter Ljubic, Saso Dzeroski
2004	B	`conf`	Inductive Databases of Polynomial Equations. DaWaK Saso Dzeroski, Ljupco Todorovski, Peter Ljubic
2004	—	`conf`	Inductive Queries on Polynomial Equations. Constraint-Based Mining and Inductive Databases Saso Dzeroski, Ljupco Todorovski, Peter Ljubic
2004	—	`conf`	Integrating Knowledge-Driven and Data-Driven Approaches to Modeling. EnviroInfo (1) Ljupco Todorovski, Saso Dzeroski
2004	—	`conf`	ROC Analysis of Example Weighting in Subgroup Discovery. ROCAI Branko Kavsek, Nada Lavrac, Ljupco Todorovski
2004	J	`jnl`	Subgroup Discovery with CN2-SD. J. Mach. Learn. Res. Nada Lavrac, Branko Kavsek, Peter A. Flach, Ljupco Todorovski
2003	J	`jnl`	Combining Classifiers with Meta Decision Trees. Mach. Learn. Ljupco Todorovski, Saso Dzeroski
2003	—	`conf`	Inductive Databases of Polynomial Equations. KDID Saso Dzeroski, Ljupco Todorovski, Peter Ljubic
2003	—	`ed.`	Knowledge Discovery in Databases: PKDD 2003, 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings PKDD Nada Lavrac, Dragan Gamberger, Hendrik Blockeel, Ljupco Todorovski
2003	—	`ed.`	Machine Learning: ECML 2003, 14th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings ECML Nada Lavrac, Dragan Gamberger, Ljupco Todorovski, Hendrik Blockeel
2003	B	`conf`	Modelling Soil Radon Concentration for Earthquake Prediction. Discovery Science Saso Dzeroski, Ljupco Todorovski, Boris Zmazek, Janja Vaupotic, Ivan Kobal
2003	B	`conf`	Using Constraints in Discovering Dynamics. Discovery Science Saso Dzeroski, Ljupco Todorovski, Peter Ljubic
2003	B	`conf`	Using Domain Specific Knowledge for Automated Modeling. IDA Ljupco Todorovski, Saso Dzeroski
2002	A*	`conf`	Adapting classification rule induction to subgroup discovery. ICDM Nada Lavrac, Peter A. Flach, Branko Kavsek, Ljupco Todorovski
2002	A*	`conf`	Inducing Process Models from Continuous Data. ICML Pat Langley, Javier Nicolás Sánchez, Ljupco Todorovski, Saso Dzeroski
2002	—	`conf`	Ranking with Predictive Clustering Trees. ECML Ljupco Todorovski, Hendrik Blockeel, Saso Dzeroski
2001	A*	`conf`	A Comparison of Stacking with Meta Decision Trees to Bagging, Boosting, and Stacking with other Methods. ICDM Bernard Zenko, Ljupco Todorovski, Saso Dzeroski
2001	J	`jnl`	Presentation of dermatological images on the Internet. Comput. Methods Programs Biomed. Samo Ribaric, Ljupco Todorovski, Jure Dimec, Tomaz Lunder
2001	B	`conf`	Theory Revision in Equation Discovery. Discovery Science Ljupco Todorovski, Saso Dzeroski
2001	—	`conf`	Using Domain Knowledge on Population Dynamics Modeling for Equation Discovery. ECML Ljupco Todorovski, Saso Dzeroski
2000	—	`conf`	Combining Multiple Models with Meta Decision Trees. PKDD Ljupco Todorovski, Saso Dzeroski
2000	J	`jnl`	Deterministic predictive models for DC voltage reference source control. IEEE Trans. Ind. Electron. Irena Nancovska, Anton Jeglic, Dusan Fefer, Ljupco Todorovski
2000	A*	`conf`	Discovering the Structure of Partial Differential Equations from Example Behaviour. ICML Ljupco Todorovski, Saso Dzeroski, Ashwin Srinivasan, Jonathan P. Whiteley, David Gavaghan
2000	—	`conf`	Predictive Performance of Weghted Relative Accuracy. PKDD Ljupco Todorovski, Peter A. Flach, Nada Lavrac
1999	—	`conf`	Analysis of free MEDLINE on the WWW. MIE Eva Klemencic, Ljupco Todorovski
1999	J	`jnl`	Equation Discovery System And Neural Networks For Short-Term Dc Voltage Prediction. Informatica (Slovenia) Irena Nancovska, Anton Jeglic, Dusan Fefer, Ljupco Todorovski
1999	—	`conf`	Experiments in Meta-level Learning with ILP. PKDD Ljupco Todorovski, Saso Dzeroski
1999	—	`conf`	Organization and dissemination of multimedia medical databases on the WWW. MIE Ljupco Todorovski, Samo Ribaric, Jure Dimec, Emil Hudomalj, Tomaz Lunder
1999	—	`conf`	WWW search engine for Slovenian and English medical documents. MIE Jure Dimec, Saso Dzeroski, Ljupco Todorovski, Dimitar Hristovski
1997	A*	`conf`	Declarative Bias in Equation Discovery. ICML Ljupco Todorovski, Saso Dzeroski
1995	J	`jnl`	Discovering Dynamics: From Inductive Logic Programming to Machine Discovery. J. Intell. Inf. Syst. Saso Dzeroski, Ljupco Todorovski
1995	—	`conf`	Handling Real Numbers in ILP: A Step Towards Better Behavioural Clones (Extended Abstract). ECML Saso Dzeroski, Ljupco Todorovski, Tanja Urbancic
1993	A*	`conf`	Discovering Dynamics. ICML Saso Dzeroski, Ljupco Todorovski