An extensive experimental comparison of methods for multi-label learning

Gjorgji Madjarov, Dragi Kocev, Dejan Gjorgjevikj, +1

Pattern Recognition

Semi-supervised LearningMultiple Instance LearningEngineeringMachine LearningData Science +7

Tree ensembles for predicting structured outputs

Dragi Kocev, Celine Vens, Jan Struyf, +1

Pattern Recognition

Natural Language ProcessingEngineeringMachine LearningData ScienceData Mining +6

Using single- and multi-target regression trees and ensembles to model a compound index of vegetation condition

Dragi Kocev, Sašo Džeroski, Matt White, +2

Ecological Modelling

Multi-target Regression TreesCompound IndexEngineeringForest BiometricsBiogeography +9

Predicting gene function using hierarchical multi-label decision tree ensembles

Leander Schietgat, Celine Vens, Jan Struyf, +3

BMC Bioinformatics

COVID-19 pandemic changes the food consumption patterns

Tome Eftimov, Gorjan Popovski, Matej Petković, +2

Trends in Food Science & Technology

NutritionFood Consumption PatternsFood SecurityCovid-19 PandemicFood Systems +5

Hierarchical annotation of medical images

Ivica Dimitrovski, Dragi Kocev, Suzana Loškovska, +1

Pattern Recognition

Data AnnotationAutomatic AnnotationImage AnalysisEngineeringMedical Imaging +8

Current trends in deep learning for Earth Observation: An open-source benchmark arena for image classification

Ivica Dimitrovski, Ivan Kitanovski, Dragi Kocev, +1

ISPRS Journal of Photogrammetry and Remote Sensing

Hierarchical classification of diatom images using ensembles of predictive clustering trees

Ivica Dimitrovski, Dragi Kocev, Suzana Loškovska, +1

Ecological Informatics

Data ClassificationImage ClassificationImage AnalysisMachine LearningData Science +10

Improved medical image modality classification using a combination of visual and textual features

Ivica Dimitrovski, Dragi Kocev, Ivan Kitanovski, +2

Computerized Medical Imaging and Graphics

Image ClassificationImage AnalysisMachine LearningMedical ImagingEngineering +10

Feature ranking for multi-target regression

Matej Petković, Dragi Kocev, Sašo Džeroski

Machine Learning

Ranking AlgorithmEngineeringMachine LearningData SciencePattern Recognition +5