Pance Panov

According to our database1, Pance Panov authored at least 30 papers between 2006 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Incremental predictive clustering trees for online semi-supervised multi-target regression.
Mach. Learn., 2020

Semantic Annotation of Predictive Modelling Experiments.
Proceedings of the Discovery Science - 23rd International Conference, 2020

Semantic Description of Data Mining Datasets: An Ontology-Based Annotation Schema.
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.
Proceedings of the 42nd International Convention on Information and Communication Technology, 2019

Multi-criteria Modelling Approach for Ambient Assisted Coaching of Senior Adults.
Proceedings of the 11th International Joint Conference on Knowledge Discovery, 2019

Utilizing Hierarchies in Tree-Based Online Structured Output Prediction.
Proceedings of the Discovery Science - 22nd International Conference, 2019

Neurodegenerative Disease Data Ontology.
Proceedings of the Discovery Science - 22nd International Conference, 2019

2018
Tree-based methods for online multi-target regression.
J. Intell. Inf. Syst., 2018

ML-Schema: Exposing the Semantics of Machine Learning with Schemas and Ontologies.
CoRR, 2018

2017
Multi-label classification via multi-target regression on data streams.
Mach. Learn., 2017

2016
Special issue on discovery science.
Mach. Learn., 2016

Generic ontology of datatypes.
Inf. Sci., 2016

Modeling dynamical systems with data stream mining.
Comput. Sci. Inf. Syst., 2016

An Algorithm, Implementation and Execution Ontology Design Pattern.
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.
Proceedings of the Discovery Science - 19th International Conference, 2016

2015
Comparison of Tree-Based Methods for Multi-target Regression on Data Streams.
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.
Proceedings of the Ontology Engineering, 2015

Representing bioinformatics datatypes using the OntoDT ontology.
Proceedings of the International Conference on Biomedical Ontology, 2015

2014
Ontology of core data mining entities.
Data Min. Knowl. Discov., 2014

2013
Phyletic Profiling with Cliques of Orthologs Is Enhanced by Signatures of Paralogy Relationships.
PLoS Comput. Biol., 2013

OntoDM-KDD: Ontology for Representing the Knowledge Discovery Process.
Proceedings of the Discovery Science - 16th International Conference, 2013

2010
Estimating vegetation height and canopy cover from remotely sensed data with machine learning.
Ecol. Informatics, 2010

Representing Entities in the OntoDM Data Mining Ontology.
Proceedings of the Inductive Databases and Constraint-Based Data Mining., 2010

2009
Machine Learning, Ensemble Methods in.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Towards an Ontology of Data Mining Investigations.
Proceedings of the Discovery Science, 12th International Conference, 2009

2008
OntoDM: An Ontology of Data Mining.
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.
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.
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.
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.
Proceedings of the Discovery Science, 9th International Conference, 2006


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