Pance Panov - RankMe

56 papers B 12C 1Journal 24Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Comprehensive Evaluation of Regression and Classification Models on Brain Stroke Datasets. BIOSTEC (2): HEALTHINF Dimitar Trajkov, Ana Kostovska, Pance Panov, Dragi Kocev
2025	J	`jnl`	Foundations for a Generic Ontology for Visualization: A Comprehensive Survey. Inf. Suzana Loshkovska, Pance Panov
2025	—	`conf`	Geometric Learning in Black-Box Optimization: A GNN Framework for Algorithm Performance Prediction. GECCO Companion Ana Kostovska, Carola Doerr, Saso Dzeroski, Pance Panov, Tome Eftimov
2025	J	`jnl`	Geometric Learning in Black-Box Optimization: A GNN Framework for Algorithm Performance Prediction. CoRR Ana Kostovska, Carola Doerr, Saso Dzeroski, Pance Panov, Tome Eftimov
2025	J	`jnl`	iSOUP-SymRF: Symbolic feature ranking with random forests in online multi-target regression and multi-label classification. Mach. Learn. Aljaz Osojnik, Pance Panov, Saso Dzeroski
2024	—	`conf`	Anomaly Detection in Time-series Employee Absence Data: A Case Study. MIPRO Peter Zupancic, Pance Panov
2024	J	`jnl`	Change detection and adaptation in multi-target regression on data streams. Mach. Learn. Bozhidar Stevanoski, Ana Kostovska, Pance Panov, Saso Dzeroski
2023	J	`jnl`	AiTLAS: Artificial Intelligence Toolbox for Earth Observation. Remote. Sens. Ivica Dimitrovski, Ivan Kitanovski, Pance Panov, Ana Kostovska, Nikola Simidjievski, Dragi Kocev
2023	J	`jnl`	OPTION: OPTImization Algorithm Benchmarking ONtology. IEEE Trans. Evol. Comput. Ana Kostovska, Diederick Vermetten, Carola Doerr, Saso Dzeroski, Pance Panov, Tome Eftimov
2023	—	`conf`	Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms. EvoApplications@EvoStar Ana Kostovska, Diederick Vermetten, Saso Dzeroski, Pance Panov, Tome Eftimov, Carola Doerr
2023	J	`jnl`	Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms. CoRR Ana Kostovska, Diederick Vermetten, Saso Dzeroski, Pance Panov, Tome Eftimov, Carola Doerr
2023	B	`conf`	iSOUP-SymRF: Symbolic Feature Ranking with Random Forests in Online Multi-target Regression. DS Aljaz Osojnik, Pance Panov, Saso Dzeroski
2022	J	`jnl`	AiTLAS: Artificial Intelligence Toolbox for Earth Observation. CoRR Ivica Dimitrovski, Ivan Kitanovski, Pance Panov, Nikola Simidjievski, Dragi Kocev
2022	—	`conf`	Explainable Model-specific Algorithm Selection for Multi-Label Classification. SSCI Ana Kostovska, Carola Doerr, Saso Dzeroski, Dragi Kocev, Pance Panov, Tome Eftimov
2022	J	`jnl`	Explainable Model-specific Algorithm Selection for Multi-Label Classification. CoRR Ana Kostovska, Carola Doerr, Saso Dzeroski, Dragi Kocev, Pance Panov, Tome Eftimov
2022	J	`jnl`	FAIRification of MLC data. CoRR Ana Kostovska, Jasmin Bogatinovski, Andrej Treven, Saso Dzeroski, Dragi Kocev, Pance Panov
2022	J	`jnl`	OPTION: OPTImization Algorithm Benchmarking ONtology. CoRR Ana Kostovska, Diederick Vermetten, Carola Doerr, Saso Dzeroski, Pance Panov, Tome Eftimov
2021	J	`jnl`	Discovering outliers in the Mars Express thermal power consumption patterns. CoRR Matej Petkovic, Luke Lucas, Tomaz Stepisnik, Pance Panov, Nikola Simidjievski, Dragi Kocev
2021	J	`jnl`	GalaxAI: Machine learning toolbox for interpretable analysis of spacecraft telemetry data. CoRR Ana Kostovska, Matej Petkovic, Tomaz Stepisnik, Luke Lucas, Timothy Finn, José Antonio Martínez Heras, Pance Panov, Saso Dzeroski, Alessandro Donati, Nikola Simidjievski, Dragi Kocev
2021	J	`jnl`	OPTION: OPTImization Algorithm Benchmarking ONtology. CoRR Ana Kostovska, Diederick Vermetten, Carola Doerr, Saso Dzeroski, Pance Panov, Tome Eftimov
2021	—	`conf`	OPTION: optimization algorithm benchmarking ontology. GECCO Companion Ana Kostovska, Diederick Vermetten, Carola Doerr, Saso Dzeroski, Pance Panov, Tome Eftimov
2021	—	`conf`	Semantic Representation of Machine Learning and Data Mining Algorithms. MIPRO Lidija Jovanovska, Pance Panov
2021	—	`conf`	The Influence of Window Size on the Prediction Power in the Case of Absenteeism Prediction from Timesheet Data. MIPRO Peter Zupancic, Pance Panov
2020	J	`jnl`	Incremental predictive clustering trees for online semi-supervised multi-target regression. Mach. Learn. Aljaz Osojnik, Pance Panov, Saso Dzeroski
2020	B	`conf`	Semantic Annotation of Predictive Modelling Experiments. DS Ilin Tolovski, Saso Dzeroski, Pance Panov
2020	B	`conf`	Semantic Description of Data Mining Datasets: An Ontology-Based Annotation Schema. DS Ana Kostovska, Saso Dzeroski, Pance Panov
2019	C	`conf`	Multi-criteria Modelling Approach for Ambient Assisted Coaching of Senior Adults. KEOD Martin Znidarsic, Bernard Zenko, Aljaz Osojnik, Marko Bohanec, Pance Panov, Helena Burger, Zlatko Matjacic, Mojca Debeljak
2019	B	`conf`	Neurodegenerative Disease Data Ontology. DS Ana Kostovska, Ilin Tolovski, Fatima S. Maikore, Larisa N. Soldatova, Pance Panov
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
2019	B	`conf`	Utilizing Hierarchies in Tree-Based Online Structured Output Prediction. DS Aljaz Osojnik, Pance Panov, Saso Dzeroski
2018	J	`jnl`	ML-Schema: Exposing the Semantics of Machine Learning with Schemas and Ontologies. CoRR Gustavo Correa Publio, Diego Esteves, Agnieszka Lawrynowicz, Pance Panov, Larisa N. Soldatova, Tommaso Soru, Joaquin Vanschoren, Hamid Zafar
2018	J	`jnl`	Tree-based methods for online multi-target regression. J. Intell. Inf. Syst. Aljaz Osojnik, Pance Panov, Saso Dzeroski
2017	J	`jnl`	Multi-label classification via multi-target regression on data streams. Mach. Learn. Aljaz Osojnik, Pance Panov, Saso Dzeroski
2016	B	`conf`	A Comparison of Different Data Transformation Approaches in the Feature Ranking Context. DS Matej Petkovic, Pance Panov, Saso Dzeroski
2016	—	`conf`	An Algorithm, Implementation and Execution Ontology Design Pattern. WOP@ISWC Agnieszka Lawrynowicz, Diego Esteves, Pance Panov, Tommaso Soru, Saso Dzeroski, Joaquin Vanschoren
2016	J	`jnl`	Generic ontology of datatypes. Inf. Sci. Pance Panov, Larisa N. Soldatova, Saso Dzeroski
2016	J	`jnl`	Modeling dynamical systems with data stream mining. Comput. Sci. Inf. Syst. Aljaz Osojnik, Pance Panov, Saso Dzeroski
2016	J	`jnl`	Special issue on discovery science. Mach. Learn. Saso Dzeroski, Dragi Kocev, Pance Panov
2015	—	`conf`	Comparison of Tree-Based Methods for Multi-target Regression on Data Streams. NFMCP Aljaz Osojnik, Pance Panov, Saso Dzeroski
2015	B	`conf`	Multi-label Classification via Multi-target Regression on Data Streams. Discovery Science Aljaz Osojnik, Pance Panov, Saso Dzeroski
2015	—	`conf`	Ontology Engineering: From an Art to a Craft - The Case of the Data Mining Ontologies. OWLED Larisa N. Soldatova, Pance Panov, Saso Dzeroski
2015	—	`conf`	Representing bioinformatics datatypes using the OntoDT ontology. ICBO Pance Panov, Larisa N. Soldatova, Saso Dzeroski
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
2014	J	`jnl`	Ontology of core data mining entities. Data Min. Knowl. Discov. Pance Panov, Larisa N. Soldatova, Saso Dzeroski
2013	B	`conf`	OntoDM-KDD: Ontology for Representing the Knowledge Discovery Process. Discovery Science Pance Panov, Larisa N. Soldatova, Saso Dzeroski
2013	J	`jnl`	Phyletic Profiling with Cliques of Orthologs Is Enhanced by Signatures of Paralogy Relationships. PLoS Comput. Biol. Nives Skunca, Matko Bosnjak, Anita Krisko, Pance Panov, Saso Dzeroski, Tomislav Smuc, Fran Supek
2010	J	`jnl`	Estimating vegetation height and canopy cover from remotely sensed data with machine learning. Ecol. Informatics Daniela Stojanova, Pance Panov, Valentin Gjorgjioski, Andrej Kobler, Saso Dzeroski
2010	—	`book`	Inductive Databases and Constraint-Based Data Mining. Saso Dzeroski, Bart Goethals, Pance Panov
2010	—	`ch.`	Representing Entities in the OntoDM Data Mining Ontology. Inductive Databases and Constraint-Based Data Mining Pance Panov, Saso Dzeroski, Larisa N. Soldatova
2009	—	`ch.`	Machine Learning, Ensemble Methods in. Encyclopedia of Complexity and Systems Science Saso Dzeroski, Pance Panov, Bernard Zenko
2009	B	`conf`	Towards an Ontology of Data Mining Investigations. Discovery Science Pance Panov, Larisa N. Soldatova, Saso Dzeroski
2008	—	`conf`	OntoDM: An Ontology of Data Mining. ICDM Workshops Pance Panov, Saso Dzeroski, Larisa N. Soldatova
2007	B	`conf`	Combining Bagging and Random Subspaces to Create Better Ensembles. IDA Pance Panov, Saso Dzeroski
2006	B	`conf`	Itemset Support Queries Using Frequent Itemsets and Their Condensed Representations. Discovery Science Taneli Mielikäinen, Pance Panov, Saso Dzeroski
2006	—	`conf`	Using Decision Trees to Predict Forest Stand Height and Canopy Cover from LANDSAT and LIDAR Data. EnviroInfo Saso Dzeroski, Andrej Kobler, Valentin Gjorgjioski, Pance Panov
2006	—	`conf`	Using Simulation Models and Data Mining to Study Co-Existence of GM/Non-GM Crops at Regional Level. EnviroInfo Aneta Ivanovska, Pance Panov, Nathalie Colbach, Marko Debeljak, Saso Dzeroski, Antoine Messéan