Browsing by Subject "Pandemics"
Now showing items 1-20 of 29
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Analysis of the use of Machine Learning in the detection and prediction of hypertension in COVID 19 patients. A review of the scientific literature
(Institute of Electrical and Electronics Engineers, 2021-12-22)Acceso restringidoThe world is currently experiencing a major pandemic with the SARS-CoV-2 virus in which many patients who suffer and have suffered from this disease are more likely to suffer from hypertension. For this purpose, we have ... -
Direct Usage of Mitchell Criteria to Identify and Predict the Arrival of Next Global Pandemic
(IEEE, 2023)Acceso restringidoAs was seen at the previous Covid-19 pandemic, the intercontinental flights and aerosols, have been the main causes for a massive infection. In this paper, the technology of Machine Learning based at the criteria of Mitchell ... -
Evidence of Shannon Entropy Diffusion Along Central Europe at the Covid-19 Pandemic
(IEEE, 2022)Acceso restringidoAt the end of 2021, a 4th wave of Corona Virus 2019 (Covid-19 in short) pandemic has emerged at Germany against the expectations after a vaccination program that could have reached a 3/4 of German population (to date). It ... -
Exact Calculation of Social Distancing at Ongoing COVID-19 Pandemic by Using Simple Kinematics of Aerosols
(Universidad Autónoma del Perú, 2021-12)Acceso restringidoIn the ongoing Covid-19 panemic the social distance is needed to guarantee healthy oral Communications even with the wearing of a mask. In this paper the so-called social distancing is calculated with the usage of simple ... -
Exploring Geographical Topologies and Diffusion of Monkeypox Infections at the Beginning Pandemic
(IEEE, 2022)Acceso restringidoAlthough a bit more of 2 months from the outbreak of Monkeypox pandemic, global data of number of infections are exhibiting an exponential behavior due to a fast propagation. In this paper it is analyzed the reported data ... -
Fundamentals of an Internet of Anti-Viral Things Based at Electromagnetism of a Dual-Role Antenna
(IEEE, 2023)Acceso restringidoThe arrival of a global pandemic might to detain basic human activities that to some extent would grave the social dynamics that must response as an effective manner the epidemiological crisis. In this paper a proposal of ... -
Geometrical Schemes as Probabilistic and Entropic Tools to Estimate Duration and Peaks of Pandemic Waves
(Institute of Electrical and Electronics Engineers, 2021-11)Acceso restringidoAt the end of first quarter of 2020 it was seen in most countries statistics the beginning of an imminent second wave of pandemic. On January of 2021 it was seen in the data a rapid growth of new infections. In this paper, ... -
Identifying Second Wave and New Variants of Covid-19 from Shannon Entropy in Global Pandemic Data
(Institute of Electrical and Electronics Engineers, 2021-08-19)Acceso restringidoIn most countries that have been affected by the arrival of Corona Virus Disease 2019 (or Covid-19 in short), the surveillance of daily state of management of pandemic is reflected on the histogram of number of confirmed ... -
Innovation and Digital Competence: A Bibliometric Analysis
(IEEE, 2022)Acceso restringidoTo integrate ICT into the classroom critically, creatively, and safely, teachers require more than operational technology proficiency. They need the development of digital competence as a dynamic element of innovation in ... -
Is Omicron Belonging to the Corona Virus Family? A Physics-based Note
(IEEE, 2022)Acceso restringidoCommonly in High Energy Physics (HEP) it is applied a set of cuts to discriminate the background events from the searched signal. In order to claim any discovery the signal should be big enough in comparison to noise. In ... -
Machine Learning and Bayes Probability For Detecting Camouflaged Mini Pandemic at the Waves of Covid-19
(IEEE, 2022)Acceso restringidoThis paper present a methodology based at Machine Learning and a theory backed by the Bayes probability to identify rare strains that might not be in coherence with the corona virus. By using the criteria of Tom Mitchell ... -
Machine Learning and Covid-19 Data Predict Next Intercontinental Pandemic
(IEEE, 2023)Acceso restringidoExperiences from past Covid-19 pandemic have led to explore the actions that were taken previous time to the implementation of policies in a fast and optimal manner. Because of this actions the arrival of virus to a country ... -
Model of Early Intervention Using Machine Learning: Predicting Monkeypox Pandemic
(IEEE, 2022)Acceso restringidoThis paper presents a model of intervention at the first phases of global pandemic using the criteria of Mitchell that simplifies to some extent the philosophy of Machine Learning. These criteria are projected onto the ... -
Pandemic of Covid-19 as Global Entropy: When Shannon Theory fits To-Date Data of New Infections
(Universidad Autónoma del Perú, 2021-12)Acceso restringidoIt is well-known that Coronavirus has been propagated due to human activities mainly based at intercontinental flights. Thus, in the first months of 2020, most new countries have already presented peaks in the number of ... -
Predictive Theory of Covid-19 Infections at European Countries Through Bessel Functions: Past and Present
(Universidad Autónoma del Perú, 2021-10-18)Acceso restringidoThe data of infections by Covid-19 is modeled through the integer-order Bessel functions that have been parametrized in according to the morphology of data. In particular, the modeling is focused on official data belonging ... -
Principles of a Prospective Internet of Public Viral Surveillance
(IEEE, 2023)Acceso restringidoIn this paper, the fundamentals of a prospective Internet that aims to collect electric charge of virions at streets is presented. The purpose of this paper is twofold: (i) In one hand to demonstrate the capability of ... -
Quadratic Spreading of Monkeypox Infections Dictated by the Diffusion Equation: The Case of Central Europe
(IEEE, 2022)Acceso restringidoIn contrast to Covid-pandemic, the ongoing Monkeypox might not exhibit peaked distributions nor Gaussian-like waves. On the contrary it is demonstrated that along the first weeks of Monkeypox pandemic, the number of ... -
Small Probability of Fatality from Theorem of Bayes at the Monkeypox Pandemic
(IEEE, 2022)Acceso restringidoWhy the number of fatalities is very low at the ongoing Monkeypox pandemic, this question can be answered through the theory of Bayes that would anticipate a posterior probability of fatality that applies to the cases of ... -
Software Engineering For Estimation of Social Distancing in Pandemic Times
(Institute of Electrical and Electronics Engineers, 2021-11)Acceso restringidoThis paper present a model of software engineering to estimate the social distancing with realistic inputs. This might be incorporated in a smart-phone application in order to get an exact estimate of the values of social ... -
Spreading of Corona Virus in Central Europe: The Cases of Italy and Spain and the Very Beginning of Pandemic
(Institute of Electrical and Electronics Engineers, 2021-11)Acceso restringidoIn this paper a mathematical model that focuses at the very beginning of pandemic at Europe is presented. In essence it is assumed that once the virus arrived to Italy then the geographical propagation was done through ...
