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Comparing Regression Models to Predict Property Crime in High-Risk Lima Districts
(Science and Information Organization, 2024)
Acceso abierto
Crime continues to be an issue, in Metropolitan Lima, Peru affecting society. Our focus is on property crimes. We recognized the lack of studies on predicting these crimes. To tackle this problem, we used regression ...
Introductory Programming Course for Data Science in Non-STEM Disciplines
(ACM, 2023)
Acceso restringido
The study of Data Science (DS) concepts has gained significant attention across various fields and industries, including those outside the realm of Computer Science. For example, some programs offered at Carnegie Mellon ...
Prediction of binding miRNAs involved with immune genes to the SARS-CoV-2 by using sequence features extraction and One-class SVM
(Elsevier, 2022)
Acceso abierto
The prediction of host human miRNA binding to the SARS-COV-2-CoV-2 RNA sequence is of particular interest. This biological process could lead to virus repression, serve as biomarkers for diagnosis, or as potential treatments ...
Crack Detection in Oil Paintings Using Morphological Filters and K-SVD Algorithm
(Springer, 2022)
Acceso restringido
Cracks in oil paintings constitute an undesirable but unavoidable effect of time, deteriorating the painting quality. This work proposes a crack detection method that supports the physical restoration process of the artworks, ...
Model Comparison for the Classification of Comments Containing Suicidal Traits from Reddit via NLP and Supervised Learning
(Springer, 2022)
Acceso restringido
In recent years, suicide has become one of the most critical issues regarding public health between teenagers and adults. On the other hand, the growth and wide-spread of social networks and mobile devices have allowed us ...
Teaching of the Yupana with the Tawa Pukllay method for developing the Computational Thinking in children
(IEEE, 2022)
Acceso restringido
The present research aimed to assess if the teaching of the Yupana using the Tawa Pukllay method developed by Prem [16] enables to develop the computational thinking (CT) in children of 10 and 11 years old. For this purpose, ...
Comparison of Classifiers Models for Prediction of Intimate Partner Violence
(Springer, 2021)
Acceso restringido
Intimate partner violence (IPV) is a problem that has been studied by different researchers to determine the factors that influence its occurrence, as well as to predict it. In Peru, 68.2% of women have been victims of ...
Content-Based Learning Object Recommendation System Using a User Profile Ontology for High School Students
(Springer, 2021)
Acceso restringido
The lack of quality of education in Peruvian schools has caused young people to look for other ways to obtain information, of which the web stands out. However, this tool is made up of billions of web pages, which affects ...
Steganography Application Using Combination of Movements in a 2D Video Game Platform
(Springer, 2021)
Acceso restringido
Steganography represents the art of hiding information within a harmless medium such as digital images, video, audio, etc. Its purpose is to embed and transmit a message without raising suspicion to a third party or attacker ...
Comparison of Supervised Learning Models for the Prediction of Coronary Artery Disease
(Association for Computing Machinery, 2021)
Acceso abierto
Cardiovascular diseases and Coronary Artery Disease (CAD) are the leading causes of mortality among people of different ages and conditions. The use of different and not so invasive biomarkers to detect these types of ...