Dimitrovski, Ivica
Full Name
Dimitrovski, Ivica
Main Affiliation
Email
ivica.dimitrovski@finki.ukim.mk
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Subject
- 2 Crop Type Prediction , Deep Learning , Time series classification , Benchmarking of performance
- 1 Automatic image annotation Visual codebook construction Predictive clustering trees Multi-label classification
- 1 Automatic Image Annotation, Hierarchical Multi-Label Classification, Predictive Clustering Trees, Feature Extraction from Images
- 1 Automatic Image Annotation, Scale Invariant Feature Transform, Edge Histogram Descriptor, Hierarchical Multi-Label Classification, Predictive Clustering Trees, Random Forests
- 1 Data streams,Multi-target regression,Online ensembles,Spacecraft operations,Thermal power consumption
- 1 Deep learning (DL)Earth observation (EO)Image classificationBenchmark study
- 1 Diatoms Automatic image annotation Hierarchical classification Predictive clustering trees Feature extraction from images
- 1 Earth observation; remote sensing; deep learning; semantic segmentation; object detection; land use and land cover classification
- 1 Image modality classification Visual image descriptors Feature fusion
- 1 Image retrieval Feature extraction Visual codebook Predictive clustering
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Date issued
Type
Fulltext
Results 1-19 of 19 (Search time: 0.019 seconds).
Preview | Title | Author(s) | Issue Date | Type | |
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1 | AiTLAS: Artificial Intelligence Toolbox for Earth Observation | Kitanovski, Ivan ; Dimitrovski, Ivica ; Panov, Panche; Simidjievski, Nikola; Kocev, Dragi | 21-Jan-2022 | Journal Article | |
2 | AiTLAS: Artificial Intelligence Toolbox for Earth Observation | Kitanovski, Ivan ; Dimitrovski, Ivica ; Panov, Panche; Simidjievski, Nikola; Kocev, Dragi | 21-Jan-2022 | Journal Article | |
3 | Aitlas: Artificial intelligence toolbox for earth observation | Dimitrovski, Ivica ; Kitanovski, Ivan ; Panov, Panče; Kostovska, Ana; Simidjievski, Nikola; Kocev, Dragi | 28-Apr-2023 | Journal Article | |
4 | Crop Type Prediction Across Countries and Years: Slovenia, Denmark and the Netherlands | Merdjanovska, Elena; Kitanovski, Ivan ; Kokalj, Žiga; Dimitrovski, Ivica ; Kocev, Dragi | 17-Jul-2022 | Proceeding article | |
5 | Crop Type Prediction Across Countries and Years: Slovenia, Denmark and the Netherlands | Merdjanovska, Elena; Kitanovski, Ivan ; Kokalj, Žiga; Dimitrovski, Ivica ; Kocev, Dragi | 17-Jul-2022 | Proceeding article | |
6 | Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classification | Dimitrovski, Ivica ; Kitanovski, Ivan ; Kocev, Dragi; Simidjievski, Nikola | 14-Jul-2022 | Journal Article | |
7 | Current trends in deep learning for Earth Observation: An open-source benchmark arena for image classification | Dimitrovski, Ivica ; Kitanovski, Ivan ; Kocev, Dragi; Simidjievski, Nikola | 1-Mar-2023 | Journal Article | |
8 | Data stream mining for predicting the thermal power consumption of the Mars Express spacecraft | Stevanoski, Bozhidar; Kocev, Dragi; Osojnik, Aljaž; Dimitrovski, Ivica ; Džeroski, Sasho | 1-Sep-2023 | Journal Article | |
9 | Detection of Visual Concepts and Annotation of Images Using Predictive Clustering Trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Dzeroski, Sasho | 2010 | Proceeding article | |
10 | Detection of Visual Concepts and Annotation of Images using Predictive Clustering Trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 2010 | Journal Article | |
11 | Discover the Mysteries of the Maya: Selected Contributions from the Machine Learning Challenge & The Discovery Challenge Workshop at ECML PKDD 2021 | Kocev, Dragi; Simidjievski, Nikola; Kostovska, Ana; Dimitrovski, Ivica ; Kokalj, Žiga | 5-Aug-2022 | Journal Article | |
12 | Fast and efficient visual codebook construction for multi-label annotation using predictive clustering trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 1-Mar-2014 | Journal Article | |
13 | Fast and scalable image retrieval using predictive clustering trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Džeroski, Sasho | 6-Oct-2013 | Proceeding article | |
14 | Hierarchical annotation of medical images | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 29-Mar-2011 | Journal Article | |
15 | Hierarchical classification of diatom images using ensembles of predictive clustering trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 10-Sep-2011 | Journal Article | |
16 | ImageCLEF 2009 medical image annotation task: PCTs for hierarchical multi-label classification | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 2010 | Journal Article | |
17 | Improved medical image modality classification using a combination of visual and textual features | Dimitrovski, Ivica ; Kocev, Dragi ; Kitanovski, Ivan ; Loshkovska, Suzana ; Džeroski, Sasho | 1-Jan-2015 | Journal Article | |
18 | Improving bag-of-visual-words image retrieval with predictive clustering trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 1-Feb-2016 | Journal Article | |
19 | Maestra at LifeCLEF 2014 Plant Task: Plant Identification using Visual Data | Dimitrovski, Ivica ; Madjarov, Gjorgji; Kocev, Dragi; Lameski, Petre | 2014 | Proceeding article |