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 CBIR, Alzheimer’s Disease, VOI, Segmentation, Feature Extraction, Feature Selection, MRI, ADNI
- 1 Classification
- 1 Content Based Image Retrieval (CBIR), Digital Imaging and Communications in Medicine (DICOM), archiving and communication systems (PACS), medical images
- 1 Content-based image retrieval, weighted feature aggregation, color features, texture features, shape features, MPEG-7
- 1 Cyber-bullying, cyber-grooming, online safety, pornography filter, real time agent
- 1 deep learning, SVM, support vector machines, plant images, plantCLEF, CNN
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Date issued
Type
Fulltext
Results 1-20 of 33 (Search time: 0.032 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 | Assessment of predictive clustering trees on 2D-image-based Ear recognition | Emeršic, Žiga; Peer, Peter; Dimitrovski, Ivica | 2016 | Journal Article | |
| 4 | Content based image retrieval in medical applications: an improvement of the two-level architecture | Trojachanec, Katarina ; Dimitrovski, Ivica ; Loshkovska, Suzana | 18-May-2009 | Proceeding article | |
| 5 | Content based retrieval of MRI based on brain structure changes in Alzheimer’s disease | Kitanovski, Ivan ; Dimitrovski, Ivica ; Loshkovska, Suzana; Trojachanec, Katarina | 12-Jan-2015 | Proceeding article | |
| 6 | 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 | |
| 7 | 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 | |
| 8 | 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 | |
| 9 | Deep learning and support vector machine for effective plant identification | Strezoski, Gjorgji; Stojanovski, Dario; Dimitrovski, Ivica ; Madjarov, Gjorgji | 2015 | Proceeding article | |
| 10 | Detection of Visual Concepts and Annotation of Images Using Predictive Clustering Trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Dzeroski, Sasho | 2010 | Proceeding article | |
| 11 | Detection of Visual Concepts and Annotation of Images using Predictive Clustering Trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 2010 | Journal Article | |
| 12 | 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 | |
| 13 | Efficient Content-based Image Retrieval Using Weighted Feature Aggregation Scheme | Dimitrovski, Ivica ; Jankulovski, Blagojce; Loshkovska, Suzana | 2010 | Proceeding article | |
| 14 | 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 | |
| 15 | Fast and scalable image retrieval using predictive clustering trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Džeroski, Sasho | 6-Oct-2013 | Proceeding article | |
| 16 | FCSE at ImageCLEF 2012: Evaluating Techniques for Medical Image Retrieval | Kitanovski, Ivan ; Dimitrovski, Ivica ; Loshkovska, Suzana | 2012 | Proceeding article | |
| 17 | FCSE at Medical Tasks of ImageCLEF 2013 | Kitanovski, Ivan ; Dimitrovski, Ivica ; Loshkovska, Suzana | 23-Sep-2013 | Proceeding article | |
| 18 | Hierarchical annotation of medical images | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 29-Mar-2011 | Journal Article | |
| 19 | Hierarchical classification of diatom images using ensembles of predictive clustering trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 10-Sep-2011 | Journal Article | |
| 20 | ImageCLEF 2009 medical image annotation task: PCTs for hierarchical multi-label classification | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 2010 | Journal Article |