Browsing Ingeniería de Sistemas by Title
Now showing items 211-230 of 247
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Text prediction recurrent neural networks using long shortterm memory-dropout
(Indonesian Journal of Electrical Engineering and Computer Science, 2023)Acceso abiertoUnit short-term memory (LSTM) is a type of recurrent neural network (RNN) whose sequence-based models are being used in text generation and/or prediction tasks, question answering, and classification systems due to their ... -
The Approach of Machine Learning to Optimize the Bank-Customer Interaction at Pandemic Epochs
(IEEE, 2022)Acceso restringidoAlong the pandemic created by the Corona virus 2019 (Covid-19 in shorthand), the global economy was observed to experience various turbulent months that were reflected by the increasing of unemployment and the apparition ... -
The Bayesian Approach to Derive Wireless Fields in Mobile Stations
(IEEE, 2023)Acceso restringidoThe fact that a mobile user moves far away from a fixed antenna base station, can be rise to a stochastic scenarios that are entirely governed by a Bayesian theory. This paper introduces a derivation of the electric field ... -
The Conjunction of Deterministic and Probabilistic Events in Realistic Scenarios of Outdoor Infections
(Springer, 2021-09)Acceso restringidoThe aim of this paper is the derivation of an robust formalism that calculates the so-called social distancing as already determined in the ongoing Corona Virus Disease 2019 (Covid-19 in short) being established in various ... -
The Criteria of Mitchell to Interpret Classical Radiation as Compton Scattering
(IEEE, 2022)Acceso restringidoThe principles of Machine Learning through the criteria of Mitchell are used to validate a concrete quantum-mechanics interpretation from a classical radiation scheme inside the framework of linear and nonlinear Compton ... -
The Feynman Propagator to Model Molecular Communications Between an Engineered Nanodevice and Beta Cells
(Institute of Electrical and Electronics Engineers, 2020-09-01)Acceso restringidoIn a prospective scenario of nanomedicine, an engineered cargo of nanoparticles would be crucial to alleviate diseases that might to require of a precise doses of biochemical compounds in situ. In this paper, the technique ... -
The Input-Output Approach in Semiclassical Electrodynamics of Keller-Segel Equation
(Institute of Electrical and Electronics Engineers, 2020-11-11)Acceso restringidoWhen the Keller-Segel equation is treated in a semiclassical scenario of electrodynamics involving Quantum Mechanics measurements, it is possible to implement the formalism of input-output in a nature manner without ... -
The Internet of Brain Things: Theoretical Basis for the Usage of Neuralink Chip
(IEEE, 2023)Acceso restringidoIf the chip called Neuralink is realized and marketable then a wide spectrum of biomedical opportunities shall be available. One of them is the potential usage of chip as an implanted antenna. In fact, once the chip begins ... -
The Internet of Tall Buildings
(Universidad Autónoma del Perú, 2021-12)Acceso restringidoAs seen in the event at Surfside, Miami FL, the permanent surveillance of tall buildings might to require the conjunction of the telecommunications technologies that in a side are offering accuracy in various levels of ... -
The Internet of Tall Buildings Surveillance as an Portable System of Hardware-Software Interface
(IEEE, 2023)Acceso restringidoBecause the apparition of seismic events, extreme climate conditions (hurricane, tornado, etc) and aging of materials, it is expected a latent risk as to the fall of tall buildings. Thus, it is demanded novel technologies ... -
The Interrelation Poverty-Unemployment from the Theory of Entropy in Modern Societies
(Institute of Electrical and Electronics Engineers, 2021-08-19)Acceso restringidoIn this paper, a mathematical model based on uncertainties to describe the potential interrelation between unemployment and poverty by using the Shannon’s entropy is presented. Essentially, when social systems that are ... -
The Machine Learning Principles Based at the Quantum Mechanics Postulates
(Springer Link, 2022)Acceso restringidoQuantum mechanics is governed by well-defined postulates by the which one can go through either theory or experimental studies in order to perform measurements of microscopic dynamics of elementary particles, atoms and ... -
The Public Health Contribution of Sentiment Analysis of Monkeypox Tweets to Detect Polarities Using the CNN-LSTM Model
(MDPI, 2023)Acceso abiertoMonkeypox is a rare disease caused by the monkeypox virus. This disease was considered eradicated in 1980 and was believed to affect rodents and not humans. However, recent years have seen a massive outbreak of monkeypox ... -
The Quantum Mechanics Propagator as the Machine Learning Performance in Space-Time Displacements
(Institute of Electrical and Electronics Engineers, 2021-12)Acceso restringidoThe role of evolution operator is to provide the time displacement of wave function through the Hamiltonian of the system. The usage of coordinates representation gives the well-known propagator that is the Green’s function. ... -
The Stroke Event as a Shannon Entropy
(IEEE, 2023)Acceso restringidoThe event of stroke is seen as a confluence of various anomalies, particularly in diabetic patients. Thus, the random confluence can also be perceived as a disorder of system that might be dictated by the Shannon entropy. ... -
The Tsallis Entropy as a Social Entropy
(Institute of Electrical and Electronics Engineers, 2019-11-21)Acceso restringidoWe analyze social disorder using the Tsallis entropy that is characterized by having the pseudo-additivity property and being this used to feature certain dynamical systems in nature. By taking advantage of this property, ... -
Theoretical Artificial Intelligence Based on Shannon Entropy to Identify Strains in Covid-19 Pandemic
(Universidad Autónoma del Perú, 2021-10-18)Acceso restringidoBased in the fact that ongoing pandemic is caused by a kind of disorder, this paper employs the concept of Shannon entropy to model data of infections by Covid-19. The usage of this represents a proposal as a type of ... -
Theoretical Proposal of an Internet of Pandemic Things Network Based at the Sensing of Proteins and Emission of Radiation in Outdoor Spaces
(IEEE, 2022)Acceso restringidoCommonly in pandemic times, curfew and social restrictions are applied in order to minimize the infections. As seen recently at the beginning of Covid-19 it was required that people avoid public spaces because the risk of ... -
Theory and Parameterization of Infections and Waves by Covid-19: A 6-Countries Data Analysis
(Institute of Electrical and Electronics Engineers, 2021-12-15)Acceso abiertoFrom data of USA, Japan, Germany, UK, Italy and Russian, it is claimed that the Global pandemic dictated by the dynamics of Corona virus exhibits distributions that would correspond to a morphology of Bessel-like type. ... -
Theory and Simulation of Multipurpose Antenna for Detection and Degrading of Viruses in Times of Pandemic
(IEEE, 2022)Acceso restringidoThis paper present a theoretical model that aims to minimize the capabilities of viruses in public places through engineered electromagnetic fields. Thus, the modeling of antenna based at the infinitesimal dipole is used. ...