Dimitrovski, Ivica
Full Name
Dimitrovski, Ivica
Main Affiliation
Email
ivica.dimitrovski@finki.ukim.mk
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Subject
- 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
Date issued
Fulltext
Results 1-14 of 14 (Search time: 0.025 seconds).
| Preview | Title | Author(s) | Issue Date | Type | |
|---|---|---|---|---|---|
| 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 | 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 | |
| 5 | 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 | |
| 6 | 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 | |
| 7 | Detection of Visual Concepts and Annotation of Images using Predictive Clustering Trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 2010 | Journal Article | |
| 8 | 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 | |
| 9 | 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 | |
| 10 | Hierarchical annotation of medical images | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 29-Mar-2011 | Journal Article | |
| 11 | Hierarchical classification of diatom images using ensembles of predictive clustering trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 10-Sep-2011 | Journal Article | |
| 12 | ImageCLEF 2009 medical image annotation task: PCTs for hierarchical multi-label classification | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 2010 | Journal Article | |
| 13 | 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 | |
| 14 | Improving bag-of-visual-words image retrieval with predictive clustering trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 1-Feb-2016 | Journal Article |