Zobrazeno 1 - 10
of 1 218
pro vyhledávání: '"Pejović P"'
Progressing beyond centralized AI is of paramount importance, yet, distributed AI solutions, in particular various federated learning (FL) algorithms, are often not comprehensively assessed, which prevents the research community from identifying the
Externí odkaz:
http://arxiv.org/abs/2407.14154
Publikováno v:
Scientific Technical Review, Vol 68, Iss 3, Pp 50-55 (2018)
This paper considers the problem of estimating the position of a target based on the time of arrival (TOA) measurements from a set of receivers whose positions are known. The weighted least square (WLS) technique is applied as an efficient existing a
Externí odkaz:
https://doaj.org/article/995a1e60fbe1408dbd5c346294f72dc8
Publikováno v:
Serbian Journal of Electrical Engineering, Vol 14, Iss 1, Pp 161-176 (2017)
Determining an optimal emitting source location based on the time of arrival (TOA) measurements is one of the important problems in Wireless Sensor Networks (WSNs). The nonlinear least-squares (NLS) estimation technique is employed to obtain the l
Externí odkaz:
https://doaj.org/article/b812e7e6817e47e78a7c018ba81a42f4
Autor:
Radovič, Boris, Pejović, Veljko
Clustering clients into groups that exhibit relatively homogeneous data distributions represents one of the major means of improving the performance of federated learning (FL) in non-independent and identically distributed (non-IID) data settings. Ye
Externí odkaz:
http://arxiv.org/abs/2309.14088
Autor:
Fabjančič, Matevž, Machidon, Octavian, Sharif, Hashim, Zhao, Yifan, Misailović, Saša, Pejović, Veljko
Runtime-tunable context-dependent network compression would make mobile deep learning (DL) adaptable to often varying resource availability, input "difficulty", or user needs. The existing compression techniques significantly reduce the memory, proce
Externí odkaz:
http://arxiv.org/abs/2303.11291
Autor:
Vučijak Nada M., Pejović Predrag V.
Publikováno v:
Tehnika, Vol 69, Iss 3, Pp 549-554 (2014)
Phase difference measurement between two sinusoidal electric voltages using three voltmeter method is presented. Uncertainty of phase difference measurement is evaluated in two methods: according to Guide for expression of uncertainty in measurement
Externí odkaz:
https://doaj.org/article/c6e7ff93c1b14e3490a31efbd56563af
Autor:
Simić Mirjana I., Pejović Predrag V.
Publikováno v:
Tehnika, Vol 69, Iss 5, Pp 810-817 (2014)
This paper analyzes deterministic methods for user positioning in radio systems. Radio signal parameters that can be used for positioning are considered, as well as the methods of their processing in order to obtain the unknown location. Paper contai
Externí odkaz:
https://doaj.org/article/c36d46054e7c4dc3ae11480b4a1301ce
Publikováno v:
Data in Brief, Vol 55, Iss , Pp 110697- (2024)
Identifying humans based on their behavioural patterns represents an attractive basis for access control as such patterns appear naturally, do not require a focused effort from the user side, and do not impose the additional burden of memorising pass
Externí odkaz:
https://doaj.org/article/0830739b3f234e2499afa29974be2fee
Publikováno v:
Ekonomika Poljoprivrede (1979), Vol 71, Iss 2 (2024)
Whether investment in environmental protection is conditioned by the solvency of agricultural companies, due to the growing importance of environmental sustainability, is the topic of this paper. The goal of the research is to determine, on a sample
Externí odkaz:
https://doaj.org/article/4bee29138162411db50c3205a5b2edb6
Publikováno v:
Radiation, Vol 4, Iss 1, Pp 50-68 (2024)
(1) Background: Some cancer patients do not experience tumour shrinkage but are still at risk of experiencing unwanted treatment side effects. Radiomics refers to mining biomedical images to quantify textural characterization. When radiomics features
Externí odkaz:
https://doaj.org/article/7bd17c9777c74771ae85fb68d9ac7611