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pro vyhledávání: '"MANJUNATH, B."'
In this paper, we present ReeFRAME, a scalable Reeb graph-based framework designed to analyze vast volumes of GPS-enabled human trajectory data generated at 1Hz frequency. ReeFRAME models Patterns-of-life (PoL) at both the population and individual l
Externí odkaz:
http://arxiv.org/abs/2410.14913
Autor:
Zhang, Bowen, Shailja, S., Gudavalli, Chandrakanth, Levenson, Connor, Khan, Amil, Manjunath, B. S.
This paper introduces ReeSPOT, a novel Reeb graph-based method to model patterns of life in human trajectories (akin to a fingerprint). Human behavior typically follows a pattern of normalcy in day-to-day activities. This is marked by recurring activ
Externí odkaz:
http://arxiv.org/abs/2405.00808
In the following, we introduce new proportional hazard (PH) processes, which are derived by a marginal transformation applied to complementary power function distribution (CPFD) processes. Also, we introduce two new Pareto processes, which are derive
Externí odkaz:
http://arxiv.org/abs/2403.05813
Autor:
Gudavalli, Chandrakanth, Rosten, Erik, Nataraj, Lakshmanan, Chandrasekaran, Shivkumar, Manjunath, B. S.
Content creation and image editing can benefit from flexible user controls. A common intermediate representation for conditional image generation is a semantic map, that has information of objects present in the image. When compared to raw RGB pixels
Externí odkaz:
http://arxiv.org/abs/2401.13006
The increasing complexity of modern deep neural network models and the expanding sizes of datasets necessitate the development of optimized and scalable training methods. In this white paper, we addressed the challenge of efficiently training neural
Externí odkaz:
http://arxiv.org/abs/2310.10879
Autor:
Ganesha Poojary, Sampara Vasishta, R. Huban Thomas, Kapaettu Satyamoorthy, Ramachandran Padmakumar, Manjunath B. Joshi, Abraham Samuel Babu
Publikováno v:
Sports Medicine and Health Science, Vol 7, Iss 1, Pp 37-47 (2025)
Exercise training in pulmonary arterial hypertension (PAH) has been gaining popularity with guidelines now recommending it as an important adjunct to medical therapy. Despite improvements in function and quality of life, an understanding of metabolic
Externí odkaz:
https://doaj.org/article/df1d1ec529eb4de7afadd9fc89a0ec79
Bivariate count models having one marginal and the other conditionals being of the Poissons form are called pseudo-Poisson distributions. Such models have simple exible dependence structures, possess fast computation algorithms and generate a suffici
Externí odkaz:
http://arxiv.org/abs/2306.04168
It is known that all the proportional reversed hazard (PRH) processes can be de?rived by a marginal transformation applied to a power function distribution (PFD) process. Kundu [8] investigated PRH processes that can be viewed as being ob?tained by m
Externí odkaz:
http://arxiv.org/abs/2305.13020
Methane (CH$_4$) is the chief contributor to global climate change. Recent Airborne Visible-Infrared Imaging Spectrometer-Next Generation (AVIRIS-NG) has been very useful in quantitative mapping of methane emissions. Existing methods for analyzing th
Externí odkaz:
http://arxiv.org/abs/2304.02767
Autor:
Yuvarajgouda N. Patil, Manjunath B. Megalamani, Santosh Nandi, Sharanappa T. Nandibewoor, Vinayak Adimule, Shashanka Rajendrachari
Publikováno v:
ACS Omega, Vol 9, Iss 29, Pp 31657-31668 (2024)
Externí odkaz:
https://doaj.org/article/ad35caf3b99642bf87af28ca141ff61d