Combining SVM Classifiers for Handwritten Digit Recognition. - Dejan Gorgevik; Dusan Cakmakov (ICPR (3), 2002)

An Efficient Three-Stage Classifier for Handwritten Digit Recognition. - Dejan Gorgevik; Dusan Cakmakov (ICPR (4), 2004)

Regression Trees from Data Streams with Drift Detection. - Elena Ikonomovska; João Gama 001; Raquel Sebastião; Dejan Gjorgjevikj (Discovery Science, 2009)

A Multi-class SVM Classifier Utilizing Binary Decision Tree. - Gjorgji Madzarov; Dejan Gjorgjevikj; Ivan Chorbev (Informatica (Slovenia), 2009)

Efficient Two Stage Voting Architecture for Pairwise Multi-label Classification. - Gjorgji Madjarov; Dejan Gjorgjevikj; Tomche Delev (Australasian Conference on Artificial Intelligence, 2010)

Evaluation of Distance Measures for Multi-class Classification in Binary SVM Decision Tree. - Gjorgji Madzarov; Dejan Gjorgjevikj (ICAISC (1), 2010)

ASGRT - Automated Report Generation System. - Dejan Gjorgjevikj; Gjorgji Madjarov; Ivan Chorbev; Martin Angelovski; Marjan Georgiev; Bojan Dikovski (ICT Innovations, 2010)

Dual Layer Voting Method for Efficient Multi-label Classification. - Gjorgji Madjarov; Dejan Gjorgjevikj; Saso Dzeroski (IbPRIA, 2011)

Parallelization of Dynamic Programming in Nussinov RNA Folding Algorithm on the CUDA GPU. - Marina Zaharieva-Stojanovski; Dejan Gjorgjevikj; Gjorgji Madjarov (ICT Innovations, 2011)

Two Stage Classifier Chain Architecture for efficient pair-wise multi-label learning. - Dejan Gjorgjevikj; Gjorgji Madjarov (MLSP, 2011)

Hybrid Decision Tree Architecture Utilizing Local SVMs for Multi-Label Classification. - Gjorgji Madjarov; Dejan Gjorgjevikj (HAIS (2), 2012)

Two stage architecture for multi-label learning. - Gjorgji Madjarov; Dejan Gjorgjevikj; Saso Dzeroski (Pattern Recognit., 2012)

An extensive experimental comparison of methods for multi-label learning. - Gjorgji Madjarov; Dragi Kocev; Dejan Gjorgjevikj; Saso Dzeroski (Pattern Recognit., 2012)

Hybrid Decision Tree Architecture Utilizing Local SVMs for Efficient Multi-Label Learning. - Dejan Gjorgjevikj; Gjorgji Madjarov; Saso Dzeroski (Int. J. Pattern Recognit. Artif. Intell., 2013)

Feature selection and allocation to diverse subsets for multi-label learning problems with large datasets. - Eftim Zdravevski; Petre Lameski; Andrea Kulakov; Dejan Gjorgjevikj (FedCSIS, 2014)

Robustness of Speech Recognition System of Isolated Speech in Macedonian. - Daniel Spasovski; Goran Peshanski; Gjorgji Madjarov; Dejan Gjorgjevikj (ICT Innovations, 2014)

Evaluation of different feature sets for gait recognition using skeletal data from Kinect. - Bojan Dikovski; Gjorgji Madjarov; Dejan Gjorgjevikj (MIPRO, 2014)

Evaluation of Different Data-Derived Label Hierarchies in Multi-label Classification. - Gjorgji Madjarov; Ivica Dimitrovski; Dejan Gjorgjevikj; Saso Dzeroski (NFMCP, 2014)

Robust histogram-based feature engineering of time series data. - Eftim Zdravevski; Petre Lameski; Riste Mingov; Andrea Kulakov; Dejan Gjorgjevikj (FedCSIS, 2015)

Generic Face Detection and Pose Estimation Algorithm Suitable for the Face De-identification Problem. - Aleksandar Milchevski; Dijana Petrovska-Delacrétaz; Dejan Gjorgjevikj (ICT Innovations, 2015)

Machine Learning Approach to Blocking Effect Reduction in Low Bitrate Video. - Ana Stojkovikj; Dejan Gjorgjevikj; Zoran A. Ivanovski (ICT Innovations, 2015)

The use of data-derived label hierarchies in multi-label classification. - Gjorgji Madjarov; Dejan Gjorgjevikj; Ivica Dimitrovski; Saso Dzeroski (J. Intell. Inf. Syst., 2016)

Static analysis of source code written by novice programmers. - Tomche Delev; Dejan Gjorgjevikj (EDUCON, 2017)

Addressing Item-Cold Start Problem in Recommendation Systems Using Model Based Approach and Deep Learning. - Ivica Obadic; Gjorgji Madjarov; Ivica Dimitrovski; Dejan Gjorgjevikj (ICT Innovations, 2017)

Erratum to: The use of data-derived label hierarchies in multi-label classification. - Gjorgji Madjarov; Dejan Gjorgjevikj; Ivica Dimitrovski; Saso Dzeroski (J. Intell. Inf. Syst., 2017)

Sarcasm and Irony Detection in English Tweets. - Jona Dimovska; Marina Angelovska; Dejan Gjorgjevikj; Gjorgji Madjarov (ICT Innovations, 2018)