Pance Panov

According to our database, Pance Panov authored at least 42 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Anomaly Detection in Time-series Employee Absence Data: A Case Study.

Peter Zupancic, Pance Panov

Proceedings of the 47th MIPRO ICT and Electronics Convention, 2024

2023

OPTION: OPTImization Algorithm Benchmarking ONtology.

Ana Kostovska, Diederick Vermetten, Carola Doerr, Saso Dzeroski, Pance Panov, Tome Eftimov

IEEE Trans. Evol. Comput., December, 2023

AiTLAS: Artificial Intelligence Toolbox for Earth Observation.

Ivica Dimitrovski, Ivan Kitanovski, Pance Panov, Ana Kostovska, Nikola Simidjievski, Dragi Kocev

Remote. Sens., May, 2023

Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms.

Ana Kostovska, Diederick Vermetten, Saso Dzeroski, Pance Panov, Tome Eftimov, Carola Doerr

Proceedings of the Applications of Evolutionary Computation - 26th European Conference, 2023

iSOUP-SymRF: Symbolic Feature Ranking with Random Forests in Online Multi-target Regression.

Aljaz Osojnik, Pance Panov, Saso Dzeroski

Proceedings of the Discovery Science - 26th International Conference, 2023

2022

FAIRification of MLC data.

Ana Kostovska, Jasmin Bogatinovski, Andrej Treven, Saso Dzeroski, Dragi Kocev, Pance Panov

CoRR, 2022

AiTLAS: Artificial Intelligence Toolbox for Earth Observation.

Ivica Dimitrovski, Ivan Kitanovski, Pance Panov, Nikola Simidjievski, Dragi Kocev

CoRR, 2022

Explainable Model-specific Algorithm Selection for Multi-Label Classification.

Ana Kostovska, Carola Doerr, Saso Dzeroski, Dragi Kocev, Pance Panov, Tome Eftimov

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

2021

Discovering outliers in the Mars Express thermal power consumption patterns.

Matej Petkovic, Luke Lucas, Tomaz Stepisnik, Pance Panov, Nikola Simidjievski, Dragi Kocev

CoRR, 2021

GalaxAI: Machine learning toolbox for interpretable analysis of spacecraft telemetry data.

Ana Kostovska, Matej Petkovic, Tomaz Stepisnik, Luke Lucas, Timothy Finn, José Antonio Martínez Heras, Pance Panov, Saso Dzeroski, Alessandro Donati, Nikola Simidjievski, Dragi Kocev

CoRR, 2021

The Influence of Window Size on the Prediction Power in the Case of Absenteeism Prediction from Timesheet Data.

Peter Zupancic, Pance Panov

Proceedings of the 44th International Convention on Information, 2021

Semantic Representation of Machine Learning and Data Mining Algorithms.

Lidija Jovanovska, Pance Panov

Proceedings of the 44th International Convention on Information, 2021

2020

Incremental predictive clustering trees for online semi-supervised multi-target regression.

Aljaz Osojnik, Pance Panov, Saso Dzeroski

Mach. Learn., 2020

Semantic Annotation of Predictive Modelling Experiments.

Ilin Tolovski, Saso Dzeroski, Pance Panov

Proceedings of the Discovery Science - 23rd International Conference, 2020

Semantic Description of Data Mining Datasets: An Ontology-Based Annotation Schema.

Ana Kostovska, Saso Dzeroski, Pance Panov

Proceedings of the Discovery Science - 23rd International Conference, 2020

2019

Towards reusable process-based models of dynamical systems: A case study in the domain of aquatic ecosystems.

Ilin Tolovski, Ana Kostovska, Nikola Simidjievski, Ljupco Todorovski, Saso Dzeroski, Pance Panov

Proceedings of the 42nd International Convention on Information and Communication Technology, 2019

Multi-criteria Modelling Approach for Ambient Assisted Coaching of Senior Adults.

Martin Znidarsic, Bernard Zenko, Aljaz Osojnik, Marko Bohanec, Pance Panov, Helena Burger, Zlatko Matjacic, Mojca Debeljak

Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

Utilizing Hierarchies in Tree-Based Online Structured Output Prediction.

Aljaz Osojnik, Pance Panov, Saso Dzeroski

Proceedings of the Discovery Science - 22nd International Conference, 2019

Neurodegenerative Disease Data Ontology.

Ana Kostovska, Ilin Tolovski, Fatima S. Maikore, Larisa N. Soldatova, Pance Panov

Proceedings of the Discovery Science - 22nd International Conference, 2019

2018

Tree-based methods for online multi-target regression.

Aljaz Osojnik, Pance Panov, Saso Dzeroski

J. Intell. Inf. Syst., 2018

ML-Schema: Exposing the Semantics of Machine Learning with Schemas and Ontologies.

Gustavo Correa Publio, Diego Esteves, Agnieszka Lawrynowicz, Pance Panov, Larisa N. Soldatova, Tommaso Soru, Joaquin Vanschoren, Hamid Zafar

CoRR, 2018

2017

Multi-label classification via multi-target regression on data streams.

Aljaz Osojnik, Pance Panov, Saso Dzeroski

Mach. Learn., 2017

2016

Special issue on discovery science.

Saso Dzeroski, Dragi Kocev, Pance Panov

Mach. Learn., 2016

Generic ontology of datatypes.

Pance Panov, Larisa N. Soldatova, Saso Dzeroski

Inf. Sci., 2016

Modeling dynamical systems with data stream mining.

Aljaz Osojnik, Pance Panov, Saso Dzeroski

Comput. Sci. Inf. Syst., 2016

An Algorithm, Implementation and Execution Ontology Design Pattern.

Agnieszka Lawrynowicz, Diego Esteves, Pance Panov, Tommaso Soru, Saso Dzeroski, Joaquin Vanschoren

Proceedings of the Advances in Ontology Design and Patterns [revised and extended versions of the papers presented at the 7th edition of the Workshop on Ontology and Semantic Web Patterns, 2016

A Comparison of Different Data Transformation Approaches in the Feature Ranking Context.

Matej Petkovic, Pance Panov, Saso Dzeroski

Proceedings of the Discovery Science - 19th International Conference, 2016

2015

Comparison of Tree-Based Methods for Multi-target Regression on Data Streams.

Aljaz Osojnik, Pance Panov, Saso Dzeroski

Proceedings of the New Frontiers in Mining Complex Patterns - 4th International Workshop, 2015

Ontology Engineering: From an Art to a Craft - The Case of the Data Mining Ontologies.

Larisa N. Soldatova, Pance Panov, Saso Dzeroski

Proceedings of the Ontology Engineering, 2015

Representing bioinformatics datatypes using the OntoDT ontology.

Pance Panov, Larisa N. Soldatova, Saso Dzeroski

Proceedings of the International Conference on Biomedical Ontology, 2015

2014

Ontology of core data mining entities.

Pance Panov, Larisa N. Soldatova, Saso Dzeroski

Data Min. Knowl. Discov., 2014

2013

Phyletic Profiling with Cliques of Orthologs Is Enhanced by Signatures of Paralogy Relationships.

Nives Skunca, Matko Bosnjak, Anita Krisko, Pance Panov, Saso Dzeroski, Tomislav Smuc, Fran Supek

PLoS Comput. Biol., 2013

OntoDM-KDD: Ontology for Representing the Knowledge Discovery Process.

Pance Panov, Larisa N. Soldatova, Saso Dzeroski

Proceedings of the Discovery Science - 16th International Conference, 2013

2010

Estimating vegetation height and canopy cover from remotely sensed data with machine learning.

Daniela Stojanova, Pance Panov, Valentin Gjorgjioski, Andrej Kobler, Saso Dzeroski

Ecol. Informatics, 2010

Representing Entities in the OntoDM Data Mining Ontology.

Pance Panov, Saso Dzeroski, Larisa N. Soldatova

Proceedings of the Inductive Databases and Constraint-Based Data Mining., 2010

2009

Machine Learning, Ensemble Methods in.

Saso Dzeroski, Pance Panov, Bernard Zenko

Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Towards an Ontology of Data Mining Investigations.

Pance Panov, Larisa N. Soldatova, Saso Dzeroski

Proceedings of the Discovery Science, 12th International Conference, 2009

2008

OntoDM: An Ontology of Data Mining.

Pance Panov, Saso Dzeroski, Larisa N. Soldatova

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007

Combining Bagging and Random Subspaces to Create Better Ensembles.

Pance Panov, Saso Dzeroski

Proceedings of the Advances in Intelligent Data Analysis VII, 2007

2006

Using Simulation Models and Data Mining to Study Co-Existence of GM/Non-GM Crops at Regional Level.

Aneta Ivanovska, Pance Panov, Nathalie Colbach, Marko Debeljak, Saso Dzeroski, Antoine Messéan

Proceedings of the Managing Environmental Knowledge: Proceedings of the 20th International Conference for Environmental Protection, 2006

Using Decision Trees to Predict Forest Stand Height and Canopy Cover from LANDSAT and LIDAR Data.

Saso Dzeroski, Andrej Kobler, Valentin Gjorgjioski, Pance Panov

Proceedings of the Managing Environmental Knowledge: Proceedings of the 20th International Conference for Environmental Protection, 2006

Itemset Support Queries Using Frequent Itemsets and Their Condensed Representations.

Taneli Mielikäinen, Pance Panov, Saso Dzeroski

Proceedings of the Discovery Science, 9th International Conference, 2006