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 Diatoms Automatic image annotation Hierarchical classification Predictive clustering trees Feature extraction from images
- 1 Image modality classification Visual image descriptors Feature fusion
- 1 Image retrieval Feature extraction Visual codebook Predictive clustering
- 1 image retrieval, visual vocabulary construction, predictive clustering
Date issued
Type
Fulltext
Results 1-16 of 16 (Search time: 0.033 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 | 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 | |
| 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 | 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 | |
| 6 | Detection of Visual Concepts and Annotation of Images Using Predictive Clustering Trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Dzeroski, Sasho | 2010 | Proceeding 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 | Fast and scalable image retrieval using predictive clustering trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Džeroski, Sasho | 6-Oct-2013 | Proceeding article | |
| 11 | Hierarchical annotation of medical images | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 29-Mar-2011 | Journal Article | |
| 12 | Hierarchical classification of diatom images using ensembles of predictive clustering trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 10-Sep-2011 | Journal Article | |
| 13 | ImageCLEF 2009 medical image annotation task: PCTs for hierarchical multi-label classification | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 2010 | Journal Article | |
| 14 | 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 | |
| 15 | Improving bag-of-visual-words image retrieval with predictive clustering trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 1-Feb-2016 | Journal Article | |
| 16 | Maestra at LifeCLEF 2014 Plant Task: Plant Identification using Visual Data | Dimitrovski, Ivica ; Madjarov, Gjorgji; Kocev, Dragi; Lameski, Petre | 2014 | Proceeding article |