| Hierarchical annotation of medical images I Dimitrovski, D Kocev, S Loskovska, S Dzeroski Pattern Recognition, 2011 | 173 | 2011 |
| Hierarchical classification of diatom images using ensembles of predictive clustering trees I Dimitrovski, D Kocev, S Loskovska, S Džeroski Ecological Informatics, 2011 | 90 | 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 | 80 | 2015 |
| Twitter sentiment analysis using deep convolutional neural network D Stojanovski, G Strezoski, G Madjarov, I Dimitrovski Hybrid Artificial Intelligent Systems: 10th International Conference, HAIS …, 2015 | 71 | 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 | 48 | 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, 32213-32242, 2018 | 44 | 2018 |
| 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 | 38 | 2016 |
| Hand gesture recognition using deep convolutional neural networks G Strezoski, D Stojanovski, I Dimitrovski, G Madjarov ICT Innovations 2016: Cognitive Functions and Next Generation ICT Systems, 49-58, 2018 | 35 | 2018 |
| FCSE at medical tasks of ImageCLEF 2013 I Kitanovski, I Dimitrovski, S Loshkovska | 26 | 2013 |
| Multimodal medical image retrieval system I Kitanovski, G Strezoski, I Dimitrovski, G Madjarov, S Loskovska Multimedia Tools and Applications 76, 2955-2978, 2017 | 25 | 2017 |
| 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 | 23 | 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 | 21 | 2009 |
| Web genre classification with methods for structured output prediction G Madjarov, V Vidulin, I Dimitrovski, D Kocev Information Sciences 503, 551-573, 2019 | 20 | 2019 |
| 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 |
| Maestra at lifeclef 2014 plant task: Plant identification using visual data I Dimitrovski, G Madjarov, D Kocev, P Lameski CLEF (Working Notes), 2014 | 18 | 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 | 18 | 2010 |
| Tweetviz: Twitter data visualization D Stojanovski, I Dimitrovski, G Madjarov Proceedings of the data mining and data warehouses, 2014 | 16 | 2014 |
| Longitudinal brain MRI retrieval for Alzheimer’s disease using different temporal information K Trojachanec, I Kitanovski, I Dimitrovski, S Loshkovska IEEE Access 6, 9703-9712, 2017 | 15 | 2017 |
| 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, 57-90, 2016 | 14 | 2016 |
| 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 | 14 | 2015 |
