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Gjorgji Madjarov
Gjorgji Madjarov
Associate Professor at Faculty of Computer Science and Engineering
Geverifieerd e-mailadres voor finki.ukim.mk
Titel
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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
7872012
A multi-class SVM classifier utilizing binary decision tree
G Madzarov, D Gjorgjevikj, I Chorbev
Informatica, 2009
2752009
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
712014
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
642015
Multi-class classification using support vector machines in decision tree architecture
G Madzarov, D Gjorgjevikj
IEEE EUROCON 2009, 288-295, 2009
502009
Two stage architecture for multi-label learning
G Madjarov, D Gjorgjevikj, S Džeroski
Pattern Recognition 45 (3), 1019-1034, 2012
402012
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
392018
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
362016
Hand gesture recognition using deep convolutional neural networks
G Strezoski, D Stojanovski, I Dimitrovski, G Madjarov
International conference on ICT innovations, 49-58, 2016
302016
Multimodal medical image retrieval system
I Kitanovski, G Strezoski, I Dimitrovski, G Madjarov, S Loskovska
Multimedia Tools and Applications 76 (2), 2955-2978, 2017
232017
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
222010
Stories for images-in-sequence by using visual and narrative components
M Smilevski, I Lalkovski, G Madjarov
International Conference on Telecommunications, 148-159, 2018
192018
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
192010
Maestra at lifeclef 2014 plant task: Plant identification using visual data
I Dimitrovski, G Madjarov, D Kocev, P Lameski
CLEF (Working Notes), 2014
182014
Web genre classification with methods for structured output prediction
G Madjarov, V Vidulin, I Dimitrovski, D Kocev
Information Sciences 503, 551-573, 2019
162019
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
152016
Tweetviz: Twitter data visualization
D Stojanovski, I Dimitrovski, G Madjarov
Proceedings of the data mining and data warehouses 1 (2), 2014
152014
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
142015
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
142012
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
132014
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Artikelen 1–20