Ivica Dimitrovski

59 papers B 3C 2Misc 2Journal 23Unranked 28

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Few-Shot Remote Sensing Image Scene Classification with CLIP and Prompt Learning. CoRR Ivica Dimitrovski, Vlatko Spasev, Ivan Kitanovski
2024	—	`conf`	Deep Multimodal Fusion for Semantic Segmentation of Remote Sensing Earth Observation Data. ICT Innovations Ivica Dimitrovski, Vlatko Spasev, Ivan Kitanovski
2024	J	`jnl`	Deep Multimodal Fusion for Semantic Segmentation of Remote Sensing Earth Observation Data. CoRR Ivica Dimitrovski, Vlatko Spasev, Ivan Kitanovski
2024	J	`jnl`	In-Domain Self-Supervised Learning Improves Remote Sensing Image Scene Classification. IEEE Geosci. Remote. Sens. Lett. Ivica Dimitrovski, Ivan Kitanovski, Nikola Simidjievski, Dragi Kocev
2024	—	`conf`	Semantic Segmentation of Unmanned Aerial Vehicle Remote Sensing Images Using SegFormer. ISPR (3) Vlatko Spasev, Ivica Dimitrovski, Ivan Chorbev, Ivan Kitanovski
2024	J	`jnl`	Semantic Segmentation of Unmanned Aerial Vehicle Remote Sensing Images using SegFormer. CoRR Vlatko Spasev, Ivica Dimitrovski, Ivan Chorbev, Ivan Kitanovski
2024	—	`conf`	Transfer Learning with Yolo for Object Detection in Remote Sensing. ICT Innovations Ema Pandilova, Marko Petrov, Vlatko Spasev, Ivica Dimitrovski, Ivan Kitanovski
2024	J	`jnl`	U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery. Remote. Sens. Ivica Dimitrovski, Vlatko Spasev, Suzana Loshkovska, Ivan Kitanovski
2023	—	`conf`	A Multi-Modality Approach to Medical Case Retrieval for Alzheimer's Disease. HEALTHINF Katarina Trojachanec Dineva, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska, Alzheimer's Disease Neuroimaging Initiative
2023	J	`jnl`	AiTLAS: Artificial Intelligence Toolbox for Earth Observation. Remote. Sens. Ivica Dimitrovski, Ivan Kitanovski, Pance Panov, Ana Kostovska, Nikola Simidjievski, Dragi Kocev
2023	J	`jnl`	In-Domain Self-Supervised Learning Can Lead to Improvements in Remote Sensing Image Classification. CoRR Ivica Dimitrovski, Ivan Kitanovski, Nikola Simidjievski, Dragi Kocev
2023	—	`conf`	Semantic Segmentation of Remote Sensing Images: Definition, Methods, Datasets and Applications. ICT Innovations Vlatko Spasev, Ivica Dimitrovski, Ivan Kitanovski, Ivan Chorbev
2022	J	`jnl`	AiTLAS: Artificial Intelligence Toolbox for Earth Observation. CoRR Ivica Dimitrovski, Ivan Kitanovski, Pance Panov, Nikola Simidjievski, Dragi Kocev
2022	—	`conf`	Combining Static and Dynamic Features to Improve Longitudinal Image Retrieval for Alzheimer's Disease. ICT Innovations Katarina Trojachanec Dineva, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska
2022	C	`conf`	Crop Type Prediction Across Countries and Years: Slovenia, Denmark and the Netherlands. IGARSS Elena Merdjanovska, Ivan Kitanovski, Ziga Kokalj, Ivica Dimitrovski, Dragi Kocev
2022	J	`jnl`	Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classification. CoRR Ivica Dimitrovski, Ivan Kitanovski, Dragi Kocev, Nikola Simidjievski
2022	J	`jnl`	Discover the Mysteries of the Maya: Selected Contributions from the Machine Learning Challenge & The Discovery Challenge Workshop at ECML PKDD 2021. CoRR Dragi Kocev, Nikola Simidjievski, Ana Kostovska, Ivica Dimitrovski, Ziga Kokalj
2021	J	`jnl`	Keeping Children Safe Online With Limited Resources: Analyzing What is Seen and Heard. IEEE Access Aleksandar Jevremovic, Mladen D. Veinovic, Milan Cabarkapa, Marko Krstic, Ivan Chorbev, Ivica Dimitrovski, Nuno M. Garcia, Nuno Pombo, Milos Stojmenovic
2020	—	`ed.`	ICT Innovations 2020. Machine Learning and Applications - 12th International Conference, ICT Innovations 2020, Skopje, North Macedonia, September 24-26, 2020, Proceedings ICT Innovations Vesna Dimitrova, Ivica Dimitrovski
2019	B	`conf`	Predicting Thermal Power Consumption of the Mars Express Satellite with Data Stream Mining. DS Bozhidar Stevanoski, Dragi Kocev, Aljaz Osojnik, Ivica Dimitrovski, Saso Dzeroski
2019	J	`jnl`	Web genre classification with methods for structured output prediction. Inf. Sci. Gjorgji Madjarov, Vedrana Vidulin, Ivica Dimitrovski, Dragi Kocev
2018	J	`jnl`	Deep neural network architecture for sentiment analysis and emotion identification of Twitter messages. Multim. Tools Appl. Dario Stojanovski, Gjorgji Strezoski, Gjorgji Madjarov, Ivica Dimitrovski, Ivan Chorbev
2018	J	`jnl`	Longitudinal Brain MRI Retrieval for Alzheimer's Disease Using Different Temporal Information. IEEE Access Katarina Trojachanec, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska
2017	—	`conf`	Addressing Item-Cold Start Problem in Recommendation Systems Using Model Based Approach and Deep Learning. ICT Innovations Ivica Obadic, Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj
2017	J	`jnl`	Addressing Item-Cold Start Problem in Recommendation Systems using Model Based Approach and Deep Learning. CoRR Ivica Obadic, Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj
2017	J	`jnl`	Erratum to: The use of data-derived label hierarchies in multi-label classification. J. Intell. Inf. Syst. Gjorgji Madjarov, Dejan Gjorgjevikj, Ivica Dimitrovski, Saso Dzeroski
2017	—	`conf`	Image Representation, Annotation and Retrieval with Predictive Clustering Trees. ECML/PKDD (3) Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski
2017	—	`conf`	Image Retrieval for Alzheimer's Disease Based on Brain Atrophy Pattern. ICT Innovations Katarina Trojacanec, Slobodan Kalajdziski, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska
2017	J	`jnl`	Multimodal medical image retrieval system. Multim. Tools Appl. Ivan Kitanovski, Gjorgji Strezoski, Ivica Dimitrovski, Gjorgji Madjarov, Suzana Loskovska
2016	—	`conf`	Finki at SemEval-2016 Task 4: Deep Learning Architecture for Twitter Sentiment Analysis. SemEval@NAACL-HLT Dario Stojanovski, Gjorgji Strezoski, Gjorgji Madjarov, Ivica Dimitrovski
2016	—	`conf`	Hand Gesture Recognition Using Deep Convolutional Neural Networks. ICT Innovations Gjorgji Strezoski, Dario Stojanovski, Ivica Dimitrovski, Gjorgji Madjarov
2016	—	`conf`	Improving Medical Cases Retrieval Using an Online Fact Database. ICT Innovations Ivan Kitanovski, Katarina Trojacanec, Ivica Dimitrovski, Suzana Loshkovska
2016	J	`jnl`	Improving bag-of-visual-words image retrieval with predictive clustering trees. Inf. Sci. Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski
2016	J	`jnl`	The use of data-derived label hierarchies in multi-label classification. J. Intell. Inf. Syst. Gjorgji Madjarov, Dejan Gjorgjevikj, Ivica Dimitrovski, Saso Dzeroski
2015	Misc	`conf`	Content Based Image Retrieval for Large Medical Image Corpus. HAIS Gjorgji Strezoski, Dario Stojanovski, Ivica Dimitrovski, Gjorgji Madjarov
2015	—	`conf`	Content Based Retrieval of MRI Based on Brain Structure Changes in Alzheimer's Disease. BIOIMAGING Katarina Trojacanec, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska
2015	J	`jnl`	Improved medical image modality classification using a combination of visual and textual features. Comput. Medical Imaging Graph. Ivica Dimitrovski, Dragi Kocev, Ivan Kitanovski, Suzana Loskovska, Saso Dzeroski
2015	—	`conf`	Medical Image Retrieval for Alzheimer's Disease Using Data from Multiple Time Points. ICT Innovations Katarina Trojacanec, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska
2015	—	`conf`	Medical Image Retrieval for Alzheimer's Disease Using Structural MRI Measures. BIOSTEC (Selected Papers) Katarina Trojacanec, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska
2015	Misc	`conf`	Twitter Sentiment Analysis Using Deep Convolutional Neural Network. HAIS Dario Stojanovski, Gjorgji Strezoski, Gjorgji Madjarov, Ivica Dimitrovski
2015	C	`conf`	Web Genre Classification via Hierarchical Multi-label Classification. IDEAL Gjorgji Madjarov, Vedrana Vidulin, Ivica Dimitrovski, Dragi Kocev
2014	—	`conf`	Evaluation of Different Data-Derived Label Hierarchies in Multi-label Classification. NFMCP Gjorgji Madjarov, Ivica Dimitrovski, Dejan Gjorgjevikj, Saso Dzeroski
2014	J	`jnl`	Fast and efficient visual codebook construction for multi-label annotation using predictive clustering trees. Pattern Recognit. Lett. Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski
2014	—	`conf`	Maestra at LifeCLEF 2014 Plant Task: Plant Identification using Visual Data. CLEF (Working Notes) Ivica Dimitrovski, Gjorgji Madjarov, Dragi Kocev, Petre Lameski
2014	B	`conf`	Medical Image Retrieval Using Multimodal Data. Discovery Science Ivan Kitanovski, Ivica Dimitrovski, Gjorgji Madjarov, Suzana Loskovska
2014	—	`conf`	New Representation of Information Extracted from MRI Volumes Applied to Alzheimer's Disease. ICT Innovations Katarina Trojacanec, Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska
2013	—	`conf`	FCSE at Medical Tasks of ImageCLEF 2013. CLEF (Working Notes) Ivan Kitanovski, Ivica Dimitrovski, Suzana Loskovska
2013	B	`conf`	Fast and Scalable Image Retrieval Using Predictive Clustering Trees. Discovery Science Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski
2013	—	`conf`	Merging words and concepts for medical articles retrieval. OAIR Ivan Kitanovski, Katarina Trojacanec, Ivica Dimitrovski, Suzana Loskovska
2012	—	`conf`	FCSE at ImageCLEF 2012: Evaluating Techniques for Medical Image Retrieval. CLEF (Online Working Notes/Labs/Workshop) Ivan Kitanovski, Ivica Dimitrovski, Suzana Loskovska
2012	J	`jnl`	Hierarchical classification of diatom images using ensembles of predictive clustering trees. Ecol. Informatics Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski
2012	—	`conf`	Multimodal Medical Image Retrieval. ICT Innovations Ivan Kitanovski, Katarina Trojacanec, Ivica Dimitrovski, Suzana Loskovska
2011	J	`jnl`	Hierarchical annotation of medical images. Pattern Recognit. Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski
2011	—	`conf`	Modality Classification Using Texture Features. ICT Innovations Ivan Kitanovski, Katarina Trojacanec, Ivica Dimitrovski, Suzana Loskovska
2010	—	`conf`	Detection of Visual Concepts and Annotation of Images Using Ensembles of Trees for Hierarchical Multi-Label Classification. ICPR Contests Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski
2010	—	`conf`	Detection of Visual Concepts and Annotation of Images Using Predictive Clustering Trees. CLEF (Notebook Papers/LABs/Workshops) Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski
2009	—	`conf`	Efficient Content-based Image Retrieval using Support Vector Machines for Feature Aggregation. SCSS Ivica Dimitrovski, Suzana Loskovska, Ivan Chorbev
2009	—	`conf`	ImageCLEF 2009 Medical Image Annotation Task: PCTs for Hierarchical Multi-Label Classification. CLEF (2) Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski
2009	—	`conf`	ImageCLEF 2009 Medical Image Annotation Task: PCTs for Hierarchical Multi-Label Classification. CLEF (Working Notes) Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski