Ivica Dimitrovski

Orcid: 0000-0002-2877-3430

Affiliations:
  • Ss. Cyril and Methodius University in Skopje, Macedonia


According to our database1, Ivica Dimitrovski authored at least 52 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery.
Remote. Sens., June, 2024

In-Domain Self-Supervised Learning Improves Remote Sensing Image Scene Classification.
IEEE Geosci. Remote. Sens. Lett., 2024

Semantic Segmentation of Unmanned Aerial Vehicle Remote Sensing Images using SegFormer.
CoRR, 2024

Deep Multimodal Fusion for Semantic Segmentation of Remote Sensing Earth Observation Data.
CoRR, 2024

2023
AiTLAS: Artificial Intelligence Toolbox for Earth Observation.
Remote. Sens., May, 2023

In-Domain Self-Supervised Learning Can Lead to Improvements in Remote Sensing Image Classification.
CoRR, 2023

Semantic Segmentation of Remote Sensing Images: Definition, Methods, Datasets and Applications.
Proceedings of the ICT Innovations 2023. Learning: Humans, Theory, Machines, and Data, 2023

A Multi-Modality Approach to Medical Case Retrieval for Alzheimer's Disease.
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022
Discover the Mysteries of the Maya: Selected Contributions from the Machine Learning Challenge & The Discovery Challenge Workshop at ECML PKDD 2021.
CoRR, 2022

Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classification.
CoRR, 2022

AiTLAS: Artificial Intelligence Toolbox for Earth Observation.
CoRR, 2022

Crop Type Prediction Across Countries and Years: Slovenia, Denmark and the Netherlands.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Combining Static and Dynamic Features to Improve Longitudinal Image Retrieval for Alzheimer's Disease.
Proceedings of the ICT Innovations 2022. Reshaping the Future Towards a New Normal, 2022

2021
Keeping Children Safe Online With Limited Resources: Analyzing What is Seen and Heard.
IEEE Access, 2021

2019
Web genre classification with methods for structured output prediction.
Inf. Sci., 2019

Predicting Thermal Power Consumption of the Mars Express Satellite with Data Stream Mining.
Proceedings of the Discovery Science - 22nd International Conference, 2019

2018
Deep neural network architecture for sentiment analysis and emotion identification of Twitter messages.
Multim. Tools Appl., 2018

Longitudinal Brain MRI Retrieval for Alzheimer's Disease Using Different Temporal Information.
IEEE Access, 2018

2017
Multimodal medical image retrieval system.
Multim. Tools Appl., 2017

Erratum to: The use of data-derived label hierarchies in multi-label classification.
J. Intell. Inf. Syst., 2017

Image Representation, Annotation and Retrieval with Predictive Clustering Trees.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Image Retrieval for Alzheimer's Disease Based on Brain Atrophy Pattern.
Proceedings of the ICT Innovations 2017, 2017

Addressing Item-Cold Start Problem in Recommendation Systems Using Model Based Approach and Deep Learning.
Proceedings of the ICT Innovations 2017, 2017

2016
The use of data-derived label hierarchies in multi-label classification.
J. Intell. Inf. Syst., 2016

Improving bag-of-visual-words image retrieval with predictive clustering trees.
Inf. Sci., 2016

Finki at SemEval-2016 Task 4: Deep Learning Architecture for Twitter Sentiment Analysis.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Hand Gesture Recognition Using Deep Convolutional Neural Networks.
Proceedings of the ICT Innovations 2016, 2016

Improving Medical Cases Retrieval Using an Online Fact Database.
Proceedings of the ICT Innovations 2016, 2016

2015
Improved medical image modality classification using a combination of visual and textual features.
Comput. Medical Imaging Graph., 2015

Web Genre Classification via Hierarchical Multi-label Classification.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2015, 2015

Medical Image Retrieval for Alzheimer's Disease Using Data from Multiple Time Points.
Proceedings of the ICT Innovations 2015, 2015

Content Based Image Retrieval for Large Medical Image Corpus.
Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

Twitter Sentiment Analysis Using Deep Convolutional Neural Network.
Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

Medical Image Retrieval for Alzheimer's Disease Using Structural MRI Measures.
Proceedings of the Biomedical Engineering Systems and Technologies, 2015

Content Based Retrieval of MRI Based on Brain Structure Changes in Alzheimer's Disease.
Proceedings of the BIOIMAGING 2015, 2015

2014
Fast and efficient visual codebook construction for multi-label annotation using predictive clustering trees.
Pattern Recognit. Lett., 2014

Evaluation of Different Data-Derived Label Hierarchies in Multi-label Classification.
Proceedings of the New Frontiers in Mining Complex Patterns - Third International Workshop, 2014

New Representation of Information Extracted from MRI Volumes Applied to Alzheimer's Disease.
Proceedings of the ICT Innovations 2014, 2014

Medical Image Retrieval Using Multimodal Data.
Proceedings of the Discovery Science - 17th International Conference, 2014

Maestra at LifeCLEF 2014 Plant Task: Plant Identification using Visual Data.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014

2013
Merging words and concepts for medical articles retrieval.
Proceedings of the Open research Areas in Information Retrieval, 2013

Fast and Scalable Image Retrieval Using Predictive Clustering Trees.
Proceedings of the Discovery Science - 16th International Conference, 2013

FCSE at Medical Tasks of ImageCLEF 2013.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012
Hierarchical classification of diatom images using ensembles of predictive clustering trees.
Ecol. Informatics, 2012

Multimodal Medical Image Retrieval.
Proceedings of the ICT Innovations 2012, 2012

FCSE at ImageCLEF 2012: Evaluating Techniques for Medical Image Retrieval.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011
Hierarchical annotation of medical images.
Pattern Recognit., 2011

Modality Classification Using Texture Features.
Proceedings of the ICT Innovations 2011, Skopje, Macedonia, 14-16 September, 2011, 2011

2010
Detection of Visual Concepts and Annotation of Images Using Ensembles of Trees for Hierarchical Multi-Label Classification.
Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

Detection of Visual Concepts and Annotation of Images Using Predictive Clustering Trees.
Proceedings of the CLEF 2010 LABs and Workshops, 2010

2009
ImageCLEF 2009 Medical Image Annotation Task: PCTs for Hierarchical Multi-Label Classification.
Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009

Efficient Content-based Image Retrieval using Support Vector Machines for Feature Aggregation.
Proceedings of the Innovations in Computing Sciences and Software Engineering, 2009


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