Zobrazeno 1 - 10
of 1 126
pro vyhledávání: '"Kitanovski, A."'
Accurate semantic segmentation of remote sensing imagery is critical for various Earth observation applications, such as land cover mapping, urban planning, and environmental monitoring. However, individual data sources often present limitations for
Externí odkaz:
http://arxiv.org/abs/2410.00469
The escalating use of Unmanned Aerial Vehicles (UAVs) as remote sensing platforms has garnered considerable attention, proving invaluable for ground object recognition. While satellite remote sensing images face limitations in resolution and weather
Externí odkaz:
http://arxiv.org/abs/2410.01092
Maintaining a balance between returns and volatility is a common strategy for portfolio diversification, whether investing in traditional equities or digital assets like cryptocurrencies. One approach for diversification is the application of communi
Externí odkaz:
http://arxiv.org/abs/2408.11739
Publikováno v:
IEEE Geoscience and Remote Sensing Letters (2024)
We investigate the utility of in-domain self-supervised pre-training of vision models in the analysis of remote sensing imagery. Self-supervised learning (SSL) has emerged as a promising approach for remote sensing image classification due to its abi
Externí odkaz:
http://arxiv.org/abs/2307.01645
Autor:
Simo Kitanovski, Yingying Cao, Dimitris Ttoouli, Farnoush Farahpour, Jun Wang, Daniel Hoffmann
Publikováno v:
BMC Bioinformatics, Vol 25, Iss 1, Pp 1-17 (2024)
Abstract Background Visualization approaches transform high-dimensional data from single cell RNA sequencing (scRNA-seq) experiments into two-dimensional plots that are used for analysis of cell relationships, and as a means of reporting biological i
Externí odkaz:
https://doaj.org/article/685ce80f31a5476b80242a1eb9a592da
Autor:
Qian Li, Cheng Wang, Jizhou Gou, Simo Kitanovski, XiangYi Tang, Yixuan Cai, Chenxia Zhang, Xiling Zhang, Zhenfeng Zhang, Yuanwang Qiu, Fang Zhao, Mengji Lu, Yun He, Jun Wang, Hongzhou Lu
Publikováno v:
Emerging Microbes and Infections, Vol 13, Iss 1 (2024)
Tuberculosis (TB) remains a leading cause of mortality among individuals coinfected with HIV, characterized by progressive pulmonary inflammation. Despite TB’s hallmark being focal granulomatous lung lesions, our understanding of the histopathologi
Externí odkaz:
https://doaj.org/article/6151002bb07b43a19c0cb61c352f2ef5
Autor:
Toni Kitanovski, Dragi Dojcinovski, Vlatko Sheshov, Marta Stojmanovska, Julijana Bojadzieva, Kemal Edip, Dejan Ivanovski
Publikováno v:
Facta Universitatis. Series: Architecture and Civil Engineering, Vol 22, Iss 1, Pp 45-54 (2024)
For the purpose of building a new electric power facility a project to determine seismic potential and seismic parameters for design is produced. Multiple in-situ geophysical investigations have been performed and soil samples have been taken to the
Externí odkaz:
https://doaj.org/article/94542ca23d6141cd9f2ca6fb0fd962dd
We present AiTLAS: Benchmark Arena -- an open-source benchmark suite for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation (EO). To this end, we present a comprehensive comparative analysis of more tha
Externí odkaz:
http://arxiv.org/abs/2207.07189
Autor:
Jun Wang, Qian Li, Yuanwang Qiu, Simo Kitanovski, Chen Wang, Chenxia Zhang, Fahong Li, Xiaoguang Li, Zhenfeng Zhang, Lihua Huang, Jiming Zhang, Daniel Hoffmann, Mengji Lu, Hongzhou Lu
Publikováno v:
iMeta, Vol 3, Iss 4, Pp n/a-n/a (2024)
Abstract Functional cure for chronic hepatitis B (CHB) remains challenging due to the lack of direct intervention methods for hepatic inflammation. Multi‐omics research offers a promising approach to understand hepatic inflammation mechanisms in CH
Externí odkaz:
https://doaj.org/article/7d2ca95ea4884409bfbf98c7c7b7d46b
Publikováno v:
In iScience 20 December 2024 27(12)