An extensive experimental comparison of methods for multi-label learning G Madjarov, D Kocev, D Gjorgjevikj, S Džeroski Pattern recognition 45 (9), 3084-3104, 2012 | 639 | 2012 |
A multi-class SVM classifier utilizing binary decision tree G Madzarov, D Gjorgjevikj, I Chorbev Informatica 33 (2), 2009 | 244 | 2009 |
Evaluation of different feature sets for gait recognition using skeletal data from Kinect B Dikovski, G Madjarov, D Gjorgjevikj 2014 37th International Convention on Information and communication …, 2014 | 54 | 2014 |
Twitter sentiment analysis using deep convolutional neural network D Stojanovski, G Strezoski, G Madjarov, I Dimitrovski International Conference on Hybrid Artificial Intelligence Systems, 726-737, 2015 | 45 | 2015 |
Multi-class classification using support vector machines in decision tree architecture G Madzarov, D Gjorgjevikj IEEE EUROCON 2009, 288-295, 2009 | 45 | 2009 |
Two stage architecture for multi-label learning G Madjarov, D Gjorgjevikj, S Džeroski Pattern Recognition 45 (3), 1019-1034, 2012 | 34 | 2012 |
Finki at semeval-2016 task 4: Deep learning architecture for twitter sentiment analysis D Stojanovski, G Strezoski, G Madjarov, I Dimitrovski Proceedings of the 10th International workshop on semantic evaluation …, 2016 | 29 | 2016 |
Hand gesture recognition using deep convolutional neural networks G Strezoski, D Stojanovski, I Dimitrovski, G Madjarov International conference on ICT innovations, 49-58, 2016 | 21 | 2016 |
Evaluation of distance measures for multi-class classification in binary svm decision tree G Madzarov, D Gjorgjevikj International Conference on Artificial Intelligence and Soft Computing, 437-444, 2010 | 21 | 2010 |
Deep neural network architecture for sentiment analysis and emotion identification of Twitter messages D Stojanovski, G Strezoski, G Madjarov, I Dimitrovski, I Chorbev Multimedia Tools and Applications 77 (24), 32213-32242, 2018 | 20 | 2018 |
Multimodal medical image retrieval system I Kitanovski, G Strezoski, I Dimitrovski, G Madjarov, S Loskovska Multimedia Tools and Applications 76 (2), 2955-2978, 2017 | 16 | 2017 |
Maestra at LifeCLEF 2014 Plant Task: Plant Identification using Visual Data. I Dimitrovski, G Madjarov, D Kocev, P Lameski CLEF (Working Notes) 2014, 705-714, 2014 | 16 | 2014 |
Efficient two stage voting architecture for pairwise multi-label classification G Madjarov, D Gjorgjevikj, T Delev Australasian Joint Conference on Artificial Intelligence, 164-173, 2010 | 15 | 2010 |
Hybrid decision tree architecture utilizing local SVMs for multi-label classification G Madjarov, D Gjorgjevikj International Conference on Hybrid Artificial Intelligence Systems, 1-12, 2012 | 14 | 2012 |
Stories for images-in-sequence by using visual and narrative components M Smilevski, I Lalkovski, G Madjarov International Conference on Telecommunications, 148-159, 2018 | 13 | 2018 |
Emotion identification in FIFA world cup tweets using convolutional neural network D Stojanovski, G Strezoski, G Madjarov, I Dimitrovski 2015 11th International Conference on Innovations in Information Technology …, 2015 | 13 | 2015 |
Tweetviz: Twitter data visualization D Stojanovski, I Dimitrovski, G Madjarov Proceedings of the data mining and data warehouses 1 (2), 2014 | 13 | 2014 |
Evaluation of different data-derived label hierarchies in multi-label classification G Madjarov, I Dimitrovski, D Gjorgjevikj, S Džeroski International Workshop on New Frontiers in Mining Complex Patterns, 19-37, 2014 | 12 | 2014 |
The use of data-derived label hierarchies in multi-label classification G Madjarov, D Gjorgjevikj, I Dimitrovski, S Džeroski Journal of Intelligent Information Systems 47 (1), 57-90, 2016 | 11 | 2016 |
Hybrid decision tree architecture utilizing local svms for efficient multi-label learning D Gjorgjevikj, G Madjarov, S DŽEROSKI International Journal of Pattern Recognition and Artificial Intelligence 27 …, 2013 | 9 | 2013 |