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Convolutional Neural Networks with Transfer Learning for Pneumonia Detection
(Science and Information Organization, 2022)
“Pneumonia is a type of acute respiratory infection
caused by microbes, and viruses that affect the lungs. Pneumonia
is the leading cause of infant mortality in the world, accounting
for 81% of deaths in children under ...
Acceso abierto
Text prediction recurrent neural networks using long shortterm memory-dropout
(Institute of Advanced Engineering and Science, 2022-10-29)
“Unit 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 ...
Acceso abierto
“Search and classify topics in a corpus of text using the latent dirichlet allocation model“
(Institute of Advanced Engineering and Science, 2022-11-18)
“This work aims at discovering topics in a text corpus and classifying the most
relevant terms for each of the discovered topics. The process was performed
in four steps: first, document extraction and data processing; ...
Acceso abierto
Location-based Mobile Application for Blood Donor Search
(Science and Information Organization, 2022)
Technological advances and the massive use of
mobile devices have led to the exponential evolution of mobile
applications in the health sector. Blood donation centers
frequently suffer blood shortages due to lack of ...
Acceso abierto
“The Public Health Contribution of Sentiment Analysis of Monkeypox Tweets to Detect Polarities Using the CNN-LSTM Model“
(MDPI, 2023-01-31)
“Monkeypox 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 ...
Acceso abierto
“Comparison of Predictive Machine Learning Models to Predict the Level of Adaptability of Students in Online Education“
(Science and Information Organization, 2023)
“With the onset of the COVID-19 pandemic, online
education has become one of the most important options
available to students around the world. Although online
education has been widely accepted in recent years, the ...
Acceso abierto
Analysis of the Impact of the Pandemic on the Growth, Use, and Development of E-Business: A Systematic Review of the Literature
(MDPI, 2023-04-18)
The COVID-19 pandemic has affected various sectors in multiple countries, among them the economic sector has been one of the most affected, so the search for tools or measures for the continuation of sales and processes ...
Acceso abierto
Disease Identification in Crop Plants based on Convolutional Neural Networks
(Science and Information Organization, 2023)
“The identification, classification and treatment of
crop plant diseases are essential for agricultural production.
Some of the most common diseases include root rot, powdery
mildew, mosaic, leaf spot and fruit rot. ...
Acceso abierto
Augmented reality for innovation: Education and analysis of the glacial retreat of the Peruvian Andean snow-capped mountains
(Elsevier B.V., 2023-09)
Mountain glaciers are considered great reservoirs of water, and their importance lies in the fact that many of our ecosystems and numerous communities depend on them; Peru has one of the largest extensions of Andean ...
Acceso abierto
Productivity of incident management with conversational bots-a review
(Institute of Advanced Engineering and Science, 2023-01-30)
The use of conversational agents (bots) in information systems managed by company’s increases productivity in the development of activities focused on processes such as customer service, healthcare, and presentation. The ...
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