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pro vyhledávání: '"CAMPOS, DAVID"'
This paper examines the use of computer vision algorithms to estimate aspects of the psychosocial work environment using CCTV footage. We present a proof of concept for a methodology that detects and tracks people in video footage and estimates inter
Externí odkaz:
http://arxiv.org/abs/2411.03724
Using the theory of stochastic integration developed recently by the authors, in this article is proved an It\^{o} formula for Hilbert space-valued It\^{o} processes defined with respect to a cylindrical-martingale valued measure. This formula is app
Externí odkaz:
http://arxiv.org/abs/2407.16086
Publikováno v:
Proceedings of the VLDB Endowment, 17, 11 (2024), 2708-2721
We are witnessing an increasing availability of streaming data that may contain valuable information on the underlying processes. It is thus attractive to be able to deploy machine learning models on edge devices near sensors such that decisions can
Externí odkaz:
http://arxiv.org/abs/2404.13990
We develop a theory of Hilbert-space valued stochastic integration with respect to cylindrical martingale-valued measures. As part of our construction, we expand the concept of quadratic variation, introduced by Veraar and Yaroslavtsev (2016), to the
Externí odkaz:
http://arxiv.org/abs/2308.10374
A constructive definition of the supremum of a family of set functions is exploited in the context of Riesz spaces of signed measures and finitely additive functions (signed charges) on semi-rings. We explore applications, particularly to establish a
Externí odkaz:
http://arxiv.org/abs/2308.10914