| Hierarchical annotation of medical images I Dimitrovski, D Kocev, S Loskovska, S Dzeroski Pattern Recognition, 2011 | 130 | 2011 |
| Improved medical image modality classification using a combination of visual and textual features I Dimitrovski, D Kocev, I Kitanovski, S Loskovska, S Džeroski Computerized Medical Imaging and Graphics 39, 14-26, 2015 | 69 | 2015 |
| Hierarchical classification of diatom images using ensembles of predictive clustering trees I Dimitrovski, D Kocev, S Loskovska, S Džeroski Ecological Informatics, 2011 | 66 | 2011 |
| 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 |
| Improving bag-of-visual-words image retrieval with predictive clustering trees I Dimitrovski, D Kocev, S Loskovska, S Džeroski Information Sciences 329, 851-865, 2016 | 34 | 2016 |
| 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 |
| FCSE at Medical Tasks of ImageCLEF 2013. I Kitanovski, I Dimitrovski, S Loskovska CLEF (Working Notes), 2013 | 24 | 2013 |
| 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 |
| 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 |
| Comparison of feature extraction algorithms for mammography images I Kitanovski, B Jankulovski, I Dimitrovski, S Loskovska 2011 4th International Congress on Image and Signal Processing 2, 888-892, 2011 | 20 | 2011 |
| Content based image retrieval in medical applications: an improvement of the two-level architecture K Trojacanec, I Dimitrovski, S Loskovska IEEE EUROCON 2009, 118-121, 2009 | 20 | 2009 |
| Implementation of web-based medical image retrieval system in oracle I Dimitrovski, P Guguljanov, S Loskovska 2009 2nd International Conference on Adaptive Science & Technology (ICAST …, 2009 | 20 | 2009 |
| 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 |
| Detection of visual concepts and annotation of images using ensembles of trees for hierarchical multi-label classification I Dimitrovski, D Kocev, S Loskovska, S Džeroski Recognizing Patterns in Signals, Speech, Images and Videos, 152-161, 2010 | 15 | 2010 |
| 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 |
| ImageCLEF 2009 medical image annotation task: PCTs for hierarchical multi-label classification I Dimitrovski, D Kocev, S Loskovska, S Džeroski Multilingual Information Access Evaluation II. Multimedia Experiments, 231-238, 2010 | 13 | 2010 |
| 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 |
