Ivica Dimitrovski

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Suzana LoshkovskaSs. Cyril and Methodius University SkopjeVerified email at finki.ukim.mk
Ivan KitanovskiFaculty of Computer Science and Engineering, Ss. Cyril and Methodius University - SkopjeVerified email at finki.ukim.mk
Dragi KocevJožef Stefan InstituteVerified email at ijs.si
Gjorgji MadjarovProfessor at FCSE, Ss.Cyril and Methodius University in SkopjeVerified email at finki.ukim.mk
Saso DzeroskiJozef Stefan Institute, Dept. of Knowledge TechnologiesVerified email at ijs.si
Katarina Trojachanec DinevaAssistant Professor, Faculty of Computer Science and Engineering, Ss. Cyril and Methodius UniversityVerified email at finki.ukim.mk
Dario StojanovskiMicrosoftVerified email at microsoft.com
Gjorgji StrezoskiPhd researcher, University of AmsterdamVerified email at uva.nl
Ivan ChorbevSs. Cyril and Methodius University in Skopje, Faculty of Computer Science and Engineering, DeanVerified email at finki.ukim.mk
Nikola SimidjievskiUniversity of Cambridge, United KingdomVerified email at cam.ac.uk
Dejan GjorgjevikjSs. Cyril and Methodius University, Skopje, Faculty of Computer Science and EngineeringVerified email at finki.ukim.mk
Vedrana VidulinPink Data AnalyticsVerified email at pinkdataanalytics.com
Petre LameskiFaculty of Computer Sciecne and Engineering, Ss Cyril and Methodius UniversityVerified email at finki.ukim.mk
Milan ČabarkapaFaculty of Engineering, University of KragujevacVerified email at uni.kg.ac.rs
Aleksandar JevremovicSingidunum University, BelgradeVerified email at singidunum.ac.rs
Marko KrsticSchool of Electrical Engineering, BelgradeVerified email at ratel.rs
Milos StojmenovicProfessor of Computer Science, Singidunum UniversityVerified email at singidunum.ac.rs
Ivica ObadicPhd Candidate, Technical Univeristy of Munich (TUM)Verified email at tum.de
Vesna DimitrovaFaculty of Computer Science and Engineering, Ss. Cyril and Methodius UniversityVerified email at finki.ukim.mk

Ivica Dimitrovski

Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University in Skopje

Verified email at finki.ukim.mk

Computer Vision Machine Learning Deep Learning


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Hierarchical annotation of medical images I Dimitrovski, D Kocev, S Loskovska, S Dzeroski Pattern Recognition, 2011	214	2011
Hierarchical classification of diatom images using ensembles of predictive clustering trees I Dimitrovski, D Kocev, S Loskovska, S Džeroski Ecological Informatics, 2011	111	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	88	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	87	2015
Current trends in deep learning for Earth Observation: An open-source benchmark arena for image classification I Dimitrovski, I Kitanovski, D Kocev, N Simidjievski ISPRS Journal of Photogrammetry and Remote Sensing 197, 18-35, 2023	74	2023
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	55	2018
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
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	39	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	36	2016
Multimodal medical image retrieval system I Kitanovski, G Strezoski, I Dimitrovski, G Madjarov, S Loskovska Multimedia Tools and Applications 76, 2955-2978, 2017	31	2017
Web genre classification with methods for structured output prediction G Madjarov, V Vidulin, I Dimitrovski, D Kocev Information Sciences 503, 551-573, 2019	30	2019
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	30	2011
FCSE at medical tasks of ImageCLEF 2013 I Kitanovski, I Dimitrovski, S Loshkovska	27	2013
Tweetviz: Twitter data visualization D Stojanovski, I Dimitrovski, G Madjarov Proceedings of the data mining and data warehouses, 2014	24	2014
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	22	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	22	2009
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	21	2017
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	20	2015
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	20	2010
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

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