Browsing by Author Dimitrovski, Ivica
Showing results 1 to 63 of 63
| Preview | Title | Author(s) | Issue Date | Type |
|---|---|---|---|---|
| Addressing Item-Cold Start Problem in Recommendation Systems Using Model Based Approach and Deep Learning | Obadić, Ivica; Madjarov, Gjorgji; Dimitrovski, Ivica ; GJorgjevikj, Dejan | 2017 | ||
| AiTLAS: Artificial Intelligence Toolbox for Earth Observation | Kitanovski, Ivan ; Dimitrovski, Ivica ; Panov, Panche; Simidjievski, Nikola; Kocev, Dragi | 21-Jan-2022 | Journal Article | |
| AiTLAS: Artificial Intelligence Toolbox for Earth Observation | Kitanovski, Ivan ; Dimitrovski, Ivica ; Panov, Panche; Simidjievski, Nikola; Kocev, Dragi | 21-Jan-2022 | Journal Article | |
| Aitlas: Artificial intelligence toolbox for earth observation | Dimitrovski, Ivica ; Kitanovski, Ivan ; Panov, Panče; Kostovska, Ana; Simidjievski, Nikola; Kocev, Dragi | 28-Apr-2023 | Journal Article | |
| Assessment of predictive clustering trees on 2D-image-based Ear recognition | Emeršic, Žiga; Peer, Peter; Dimitrovski, Ivica | 2016 | Journal Article | |
| Combining Static and Dynamic Features to Improve Longitudinal Image Retrieval for Alzheimer's Disease | Trojachanec Dineva, Katarina; Kitanovski, Ivan ; Dimitrovski, Ivica ; Loshkovska, Suzana | 29-Sep-2022 | Proceedings | |
| Content based image retrieval for large medical image corpus | Strezoski, Gjorgji; Stojanovski, Dario; Dimitrovski, Ivica ; Madjarov, Gjorgji | 22-Jun-2015 | Proceedings | |
| 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 | |
| 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 | |
| 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 | Proceedings | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| 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 | |
| Deep learning and support vector machine for effective plant identification | Strezoski, Gjorgji; Stojanovski, Dario; Dimitrovski, Ivica ; Madjarov, Gjorgji | 2015 | Proceeding article | |
| Deep Multimodal Fusion for Semantic Segmentation of Remote Sensing Earth Observation Data | Dimitrovski, Ivica ; Spasev, Vlatko; Kitanovski, Ivan | 1-Oct-2024 | Preprint | |
| Deep neural network architecture for sentiment analysis and emotion identification of Twitter messages | Stojanovski, Dario; Strezoski, Gjorgji; Madjarov, Gjorgji; Dimitrovski, Ivica ; Chorbev, Ivan | 18-Jun-2018 | ||
| Detection of Visual Concepts and Annotation of Images Using Predictive Clustering Trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Dzeroski, Sasho | 2010 | Proceeding article | |
| Detection of Visual Concepts and Annotation of Images using Predictive Clustering Trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 2010 | Journal Article | |
| 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 | |
| Efficient Content-based Image Retrieval Using Weighted Feature Aggregation Scheme | Dimitrovski, Ivica ; Jankulovski, Blagojce; Loshkovska, Suzana | 2010 | Proceeding article | |
| Emotion identification in FIFA world cup tweets using convolutional neural network | Stojanovski, Dario; Strezoski, Gjorgji; Madjarov, Gjorgji; Dimitrovski, Ivica | 1-Nov-2015 | Proceedings | |
| Evaluation of Different Data-Derived Label Hierarchies in Multi-label Classification | Madjarov, Gjorgji ; Dimitrovski, Ivica ; GJorgjevikj, Dejan ; Džeroski, Sašo | 2015 | Book chapter | |
| 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 | |
| Fast and scalable image retrieval using predictive clustering trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Džeroski, Sasho | 6-Oct-2013 | Proceeding article | |
| FCSE at ImageCLEF 2012: Evaluating Techniques for Medical Image Retrieval | Kitanovski, Ivan ; Dimitrovski, Ivica ; Loshkovska, Suzana | 2012 | Proceeding article | |
| FCSE at Medical Tasks of ImageCLEF 2013 | Kitanovski, Ivan ; Dimitrovski, Ivica ; Loshkovska, Suzana | 23-Sep-2013 | Proceeding article | |
| FINKI at semeval-2016 task 4: Deep learning architecture for twitter sentiment analysis | Stojanovski, Dario; Strezoski, Gjorgji; Madjarov, Gjorgji; Dimitrovski, Ivica | Jun-2016 | Proceedings | |
| Hand gesture recognition using deep convolutional neural networks | Strezoski, Gjorgji; Stojanovski, Dario; Dimitrovski, Ivica ; Madjarov, Gjorgji | 5-Sep-2016 | Proceedings | |
| Hierarchical annotation of medical images | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 29-Mar-2011 | Journal Article | |
| Hierarchical classification of diatom images using ensembles of predictive clustering trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 10-Sep-2011 | Journal Article | |
| Hierarchical Classification of Diatom Images with Transfer Learning | Chaushevska, Marija; Dimitrovski, Ivica ; Dzeroski, Saso; Gjoreski, Hristijan | 24-Sep-2020 | Proceedings | |
| Image Representation, Annotation and Retrieval with Predictive Clustering Trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Džeroski, Sašo | 2017 | ||
| Image Retrieval for Alzheimer’s Disease Based on Brain Atrophy Pattern | Trojacanec, Katarina; null, null; Kalajdziski, Slobodan ; Kitanovski, Ivan ; Dimitrovski, Ivica ; Loshkovska, Suzana | 2017 | ||
| ImageCLEF 2009 medical image annotation task: PCTs for hierarchical multi-label classification | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 2010 | Journal Article | |
| 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 | |
| Improving bag-of-visual-words image retrieval with predictive clustering trees | Dimitrovski, Ivica ; Kocev, Dragi; Loshkovska, Suzana ; Djeroski, Sasho | 1-Feb-2016 | Journal Article | |
| Information visualization from the public utilities databases of local municipality for municipalities managers | Savoska, Snezana; Loshkovska, Suzana ; Dimitrovski, Ivica | 23-Jun-2008 | Proceedings | |
| Keeping Children Safe online with Limited Resources: Analyzing what is seen and heard | Jevremovic, Aleksandar; Veinovic, Mladen; Cabarkapa, Milan; Krstic, Marko; Chorbev, Ivan; Dimitrovski, Ivica ; Garcia, Nuno; Pombo, Nuno; Stojmenovic, Milos | 20-Sep-2021 | Journal Article | |
| Longitudinal Brain MRI Retrieval for Alzheimer’s Disease Using Different Temporal Information | Trojachanec, Katarina ; Kitanovski, Ivan ; Dimitrovski, Ivica ; Loshkovska, Suzana | 2018 | Article | |
| Maestra at LifeCLEF 2014 Plant Task: Plant Identification using Visual Data | Dimitrovski, Ivica ; Madjarov, Gjorgji; Kocev, Dragi; Lameski, Petre | 2014 | Proceeding article | |
| Mammography image classification using texture features | Kitanovski, Ivan ; Jankulovski, Blagojce; Trojacanec, Katarina; Dimitrovski, Ivica | 2012 | Proceeding article | |
| Mammography image classification using texture features | Trojachanec, Katarina ; Dimitrovski, Ivica ; Kitanovski, Ivan ; Jankulovski, Blagojche | 2012 | Proceedings | |
| Mammography image classification using texture features | Trojachanec, Katarina ; Dimitrovski, Ivica ; Kitanovski, Ivan ; Jankulovski, Blagojche | 2012 | Proceeding article | |
| Missing Data in Longitudinal Image Retrieval for Alzheimer’s Disease | Trojachanec Dineva, Katarina; Dimitrovski, Ivica ; Kitanovski, Ivan ; Loshkovska, Suzana | 2022 | Proceedings | |
| Missing Data in Longitudinal Image Retrieval for Alzheimer’s Disease | Trojachanec Dineva, Katarina; Dimitrovski, Ivica ; Kitanovski, Ivan ; Loshkovska, Suzana | 2022 | Proceedings | |
| A Multi-Modality Approach to Medical Case Retrieval for Alzheimer's Disease | Trojachanec Dineva, Katarina; Kitanovski, Ivan ; Dimitrovski, Ivica ; Loshkovska, Suzana | 2023 | Proceedings | |
| Multi-query Content Based Medical Image Retrieval | Trojachanec, Katarina ; Stojanova, Elena; Loshkovska, Suzana; Dimitrovski, Ivica | 2013 | Proceeding article | |
| Multi-query Content Based Medical Image Retrieval | Trojachanec, Katarina ; Stojanova, Elena; Loshkovska, Suzana ; Dimitrovski, Ivica | 2013 | Proceedings | |
| An Overview of GraphQL: Core Features and Architecture | Spasev, Vlatko; Dimitrovski, Ivica ; Kitanovski, Ivan | 24-Sep-2020 | Proceedings | |
| An Overview of GraphQL: Core Features and Architecture | Spasev, Vlatko ; Dimitrovski, Ivica ; Kitanovski, Ivan | Sep-2020 | Article | |
| Predicting Thermal Power Consumption of the Mars Express Satellite with Data Stream Mining | Stevanoski, Bozhidar; Kocev, Dragi; Osojnik, Aljaž; Dimitrovski, Ivica ; Džeroski, Sašo | 2019 | ||
| Semantic Segmentation of Unmanned Aerial Vehicle Remote Sensing Images using SegFormer | Spasev, Vlatko; Dimitrovski, Ivica ; Chorbev, Ivan; Kitanovski, Ivan | 1-Oct-2024 | Preprint | |
| Social networks VGI: Twitter sentiment analysis of social hotspots | Stojanovski, Dario; Chorbev, Ivan; Dimitrovski, Ivica ; Madjarov, Gjorgji | 25-Aug-2016 | Journal Article | |
| Tweetviz: Twitter data visualization | Stojanovski, Dario; Dimitrovski, Ivica ; Madjarov, Gjorgji | Oct-2014 | Proceeding article | |
| Twitter sentiment analysis using deep convolutional neural network | Stojanovski, Dario; Strezoski, Gjorgji; Madjarov, Gjorgji; Dimitrovski, Ivica | 22-Jun-2015 | Proceedings | |
| U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery | Dimitrovski, Ivica ; Spasev, Vlatko; Loshkovska, Suzana ; Kitanovski, Ivan | 8-Jun-2024 | Journal Article | |
| The use of data-derived label hierarchies in multi-label classification | Madjarov, Gjorgji ; GJorgjevikj, Dejan ; Dimitrovski, Ivica ; Džeroski, Sašo | 2016 | Journal Article | |
| Web genre classification via hierarchical multi-label classification | Madjarov, Gjorgji; Vidulin, Vedrana; Dimitrovski, Ivica ; Kocev, Dragi | 14-Oct-2015 | Proceedings | |
| Web genre classification with methods for structured output prediction | Madjarov, Gjorgji; Vidulin, Vedrana; Dimitrovski, Ivica ; Kocev, Dragi | Nov-2019 | ||
| Web-based medical image retrieval system | Dimitrovski, Ivica ; Gjorgjevikj, Dejan; Loshkovska, Suzana | 2007 | Proceedings | |
| Word-Space Approach To Case-Based Retrieval | Kitanovski, Ivan ; Loshkovska, Suzana ; Dimitrovski, Ivica ; Trojachanec, Katarina | 2013 | Proceeding article |