Ivica Dimitrovski

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 34

Top Topics

Image Retrieval

Sentiment Analysis

Genre Classification

Top Venues

ICT Innovations

Multim. Tools Appl.

Publications

Ivica Dimitrovski, Vlatko Spasev, Suzana Loshkovska, Ivan Kitanovski
U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery. Remote. Sens. 16 (12) (2024)
Ivica Dimitrovski, Ivan Kitanovski, Nikola Simidjievski, Dragi Kocev
In-Domain Self-Supervised Learning Improves Remote Sensing Image Scene Classification. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Vlatko Spasev, Ivica Dimitrovski, Ivan Kitanovski, Ivan Chorbev
Semantic Segmentation of Remote Sensing Images: Definition, Methods, Datasets and Applications. ICT Innovations (2023)
Ivica Dimitrovski, Ivan Kitanovski, Nikola Simidjievski, Dragi Kocev
In-Domain Self-Supervised Learning Can Lead to Improvements in Remote Sensing Image Classification. CoRR (2023)
Ivica Dimitrovski, Ivan Kitanovski, Pance Panov, Ana Kostovska, Nikola Simidjievski, Dragi Kocev
AiTLAS: Artificial Intelligence Toolbox for Earth Observation. Remote. Sens. 15 (9) (2023)
Katarina Trojachanec Dineva, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska, Alzheimer's Disease Neuroimaging Initiative
A Multi-Modality Approach to Medical Case Retrieval for Alzheimer's Disease. HEALTHINF (2023)
Elena Merdjanovska, Ivan Kitanovski, Ziga Kokalj, Ivica Dimitrovski, Dragi Kocev
Crop Type Prediction Across Countries and Years: Slovenia, Denmark and the Netherlands. IGARSS (2022)
Ivica Dimitrovski, Ivan Kitanovski, Dragi Kocev, Nikola Simidjievski
Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classification. CoRR (2022)
Dragi Kocev, Nikola Simidjievski, Ana Kostovska, Ivica Dimitrovski, Ziga Kokalj
Discover the Mysteries of the Maya: Selected Contributions from the Machine Learning Challenge & The Discovery Challenge Workshop at ECML PKDD 2021. CoRR (2022)
Ivica Dimitrovski, Ivan Kitanovski, Pance Panov, Nikola Simidjievski, Dragi Kocev
AiTLAS: Artificial Intelligence Toolbox for Earth Observation. CoRR (2022)
Katarina Trojachanec Dineva, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska
Combining Static and Dynamic Features to Improve Longitudinal Image Retrieval for Alzheimer's Disease. ICT Innovations (2022)
Aleksandar Jevremovic, Mladen D. Veinovic, Milan Cabarkapa, Marko Krstic, Ivan Chorbev, Ivica Dimitrovski, Nuno M. Garcia, Nuno Pombo, Milos Stojmenovic
Keeping Children Safe Online With Limited Resources: Analyzing What is Seen and Heard. IEEE Access 9 (2021)
Bozhidar Stevanoski, Dragi Kocev, Aljaz Osojnik, Ivica Dimitrovski, Saso Dzeroski
Predicting Thermal Power Consumption of the Mars Express Satellite with Data Stream Mining. DS (2019)
Gjorgji Madjarov, Vedrana Vidulin, Ivica Dimitrovski, Dragi Kocev
Web genre classification with methods for structured output prediction. Inf. Sci. 503 (2019)
Dario Stojanovski, Gjorgji Strezoski, Gjorgji Madjarov, Ivica Dimitrovski, Ivan Chorbev
Deep neural network architecture for sentiment analysis and emotion identification of Twitter messages. Multim. Tools Appl. 77 (24) (2018)
Katarina Trojachanec, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska
Longitudinal Brain MRI Retrieval for Alzheimer's Disease Using Different Temporal Information. IEEE Access 6 (2018)
Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski
Image Representation, Annotation and Retrieval with Predictive Clustering Trees. ECML/PKDD (3) (2017)
Ivica Obadic, Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj
Addressing Item-Cold Start Problem in Recommendation Systems using Model Based Approach and Deep Learning. CoRR (2017)
Ivan Kitanovski, Gjorgji Strezoski, Ivica Dimitrovski, Gjorgji Madjarov, Suzana Loskovska
Multimodal medical image retrieval system. Multim. Tools Appl. 76 (2) (2017)
Katarina Trojacanec, Slobodan Kalajdziski, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska
Image Retrieval for Alzheimer's Disease Based on Brain Atrophy Pattern. ICT Innovations (2017)
Ivica Obadic, Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj
Addressing Item-Cold Start Problem in Recommendation Systems Using Model Based Approach and Deep Learning. ICT Innovations (2017)
Gjorgji Madjarov, Dejan Gjorgjevikj, Ivica Dimitrovski, Saso Dzeroski
Erratum to: The use of data-derived label hierarchies in multi-label classification. J. Intell. Inf. Syst. 48 (2) (2017)
Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski
Improving bag-of-visual-words image retrieval with predictive clustering trees. Inf. Sci. 329 (2016)
Ivan Kitanovski, Katarina Trojacanec, Ivica Dimitrovski, Suzana Loshkovska
Improving Medical Cases Retrieval Using an Online Fact Database. ICT Innovations (2016)
Dario Stojanovski, Gjorgji Strezoski, Gjorgji Madjarov, Ivica Dimitrovski
Finki at SemEval-2016 Task 4: Deep Learning Architecture for Twitter Sentiment Analysis. SemEval@NAACL-HLT (2016)
Gjorgji Strezoski, Dario Stojanovski, Ivica Dimitrovski, Gjorgji Madjarov
Hand Gesture Recognition Using Deep Convolutional Neural Networks. ICT Innovations (2016)
Gjorgji Madjarov, Dejan Gjorgjevikj, Ivica Dimitrovski, Saso Dzeroski
The use of data-derived label hierarchies in multi-label classification. J. Intell. Inf. Syst. 47 (1) (2016)
Gjorgji Madjarov, Vedrana Vidulin, Ivica Dimitrovski, Dragi Kocev
Web Genre Classification via Hierarchical Multi-label Classification. IDEAL (2015)
Ivica Dimitrovski, Dragi Kocev, Ivan Kitanovski, Suzana Loskovska, Saso Dzeroski
Improved medical image modality classification using a combination of visual and textual features. Comput. Medical Imaging Graph. 39 (2015)
Katarina Trojacanec, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska
Content Based Retrieval of MRI Based on Brain Structure Changes in Alzheimer's Disease. BIOIMAGING (2015)
Katarina Trojacanec, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska
Medical Image Retrieval for Alzheimer's Disease Using Data from Multiple Time Points. ICT Innovations (2015)
Dario Stojanovski, Gjorgji Strezoski, Gjorgji Madjarov, Ivica Dimitrovski
Twitter Sentiment Analysis Using Deep Convolutional Neural Network. HAIS (2015)
Gjorgji Strezoski, Dario Stojanovski, Ivica Dimitrovski, Gjorgji Madjarov
Content Based Image Retrieval for Large Medical Image Corpus. HAIS (2015)
Katarina Trojacanec, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska
Medical Image Retrieval for Alzheimer's Disease Using Structural MRI Measures. BIOSTEC (Selected Papers) (2015)
Ivica Dimitrovski, Gjorgji Madjarov, Dragi Kocev, Petre Lameski
Maestra at LifeCLEF 2014 Plant Task: Plant Identification using Visual Data. CLEF (Working Notes) (2014)
Ivan Kitanovski, Ivica Dimitrovski, Gjorgji Madjarov, Suzana Loskovska
Medical Image Retrieval Using Multimodal Data. Discovery Science (2014)
Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski
Fast and efficient visual codebook construction for multi-label annotation using predictive clustering trees. Pattern Recognit. Lett. 38 (2014)
Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj, Saso Dzeroski
Evaluation of Different Data-Derived Label Hierarchies in Multi-label Classification. NFMCP (2014)
Katarina Trojacanec, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska
New Representation of Information Extracted from MRI Volumes Applied to Alzheimer's Disease. ICT Innovations (2014)
Ivan Kitanovski, Katarina Trojacanec, Ivica Dimitrovski, Suzana Loskovska
Merging words and concepts for medical articles retrieval. OAIR (2013)
Ivan Kitanovski, Ivica Dimitrovski, Suzana Loskovska
FCSE at Medical Tasks of ImageCLEF 2013. CLEF (Working Notes) (2013)
Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski
Fast and Scalable Image Retrieval Using Predictive Clustering Trees. Discovery Science (2013)
Ivan Kitanovski, Ivica Dimitrovski, Suzana Loskovska
FCSE at ImageCLEF 2012: Evaluating Techniques for Medical Image Retrieval. CLEF (Online Working Notes/Labs/Workshop) (2012)
Ivan Kitanovski, Katarina Trojacanec, Ivica Dimitrovski, Suzana Loskovska
Multimodal Medical Image Retrieval. ICT Innovations (2012)
Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski
Hierarchical classification of diatom images using ensembles of predictive clustering trees. Ecol. Informatics 7 (1) (2012)
Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski
Hierarchical annotation of medical images. Pattern Recognit. 44 (10-11) (2011)
Ivan Kitanovski, Katarina Trojacanec, Ivica Dimitrovski, Suzana Loskovska
Modality Classification Using Texture Features. ICT Innovations (2011)
Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski
Detection of Visual Concepts and Annotation of Images Using Predictive Clustering Trees. CLEF (Notebook Papers/LABs/Workshops) (2010)
Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski
Detection of Visual Concepts and Annotation of Images Using Ensembles of Trees for Hierarchical Multi-Label Classification. ICPR Contests (2010)
Ivica Dimitrovski, Suzana Loskovska, Ivan Chorbev
Efficient Content-based Image Retrieval using Support Vector Machines for Feature Aggregation. SCSS (2009)
Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski
ImageCLEF 2009 Medical Image Annotation Task: PCTs for Hierarchical Multi-Label Classification. CLEF (Working Notes) (2009)
Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski
ImageCLEF 2009 Medical Image Annotation Task: PCTs for Hierarchical Multi-Label Classification. CLEF (2) (2009)