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)

Maestra at LifeCLEF 2014 Plant Task: Plant Identification using Visual Data. - Ivica Dimitrovski; Gjorgji Madjarov; Dragi Kocev; Petre Lameski (CLEF (Working Notes), 2014)

Medical Image Retrieval Using Multimodal Data. - Ivan Kitanovski; Ivica Dimitrovski; Gjorgji Madjarov; Suzana Loskovska (Discovery Science, 2014)

The Influence the Training Set Size Has on the Performance of a Digit Speech Recognition System in Macedonian. - Daniel Spasovski; Goran Peshanski; Gjorgji Madjarov (ICT Innovations, 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)

Twitter Sentiment Analysis Using Deep Convolutional Neural Network. - Dario Stojanovski; Gjorgji Strezoski; Gjorgji Madjarov; Ivica Dimitrovski (HAIS, 2015)

Content Based Image Retrieval for Large Medical Image Corpus. - Gjorgji Strezoski; Dario Stojanovski; Ivica Dimitrovski; Gjorgji Madjarov (HAIS, 2015)

Web Genre Classification via Hierarchical Multi-label Classification. - Gjorgji Madjarov; Vedrana Vidulin; Ivica Dimitrovski; Dragi Kocev (IDEAL, 2015)

Hand Gesture Recognition Using Deep Convolutional Neural Networks. - Gjorgji Strezoski; Dario Stojanovski; Ivica Dimitrovski; Gjorgji Madjarov (ICT Innovations, 2016)

Finki at SemEval-2016 Task 4: Deep Learning Architecture for Twitter Sentiment Analysis. - Dario Stojanovski; Gjorgji Strezoski; Gjorgji Madjarov; Ivica Dimitrovski (SemEval@NAACL-HLT, 2016)

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

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)

Multimodal medical image retrieval system. - Ivan Kitanovski; Gjorgji Strezoski; Ivica Dimitrovski; Gjorgji Madjarov; Suzana Loskovska (Multim. Tools Appl., 2017)

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

Stories for Images-in-Sequence by Using Visual and Narrative Components. - Marko Smilevski; Ilija Lalkovski; Gjorgji Madjarov (ICT Innovations, 2018)

Deep neural network architecture for sentiment analysis and emotion identification of Twitter messages. - Dario Stojanovski; Gjorgji Strezoski; Gjorgji Madjarov; Ivica Dimitrovski; Ivan Chorbev (Multim. Tools Appl., 2018)

Web genre classification with methods for structured output prediction. - Gjorgji Madjarov; Vedrana Vidulin; Ivica Dimitrovski; Dragi Kocev (Inf. Sci., 2019)

Leveraging Log Instructions in Log-based Anomaly Detection. - Jasmin Bogatinovski; Gjorgji Madjarov; Sasho Nedelkoski; Jorge Cardoso 001; Odej Kao (SCC, 2022)

LogGC: Novel Approach for Graph-based Log Anomaly Detection. - Stefan Andonov; Gjorgji Madjarov (ICDM (Workshops), 2023)