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Comparing Regression Models to Predict Property Crime in High-Risk Lima Districts
(Science and Information Organization, 2024)
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 ...
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, ...
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, ...
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 ...
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 ...
One-class models for validation of miRNAs and ERBB2 gene interactions based on sequence features for breast cancer scenarios
(Korean Institute of Communication Sciences, 2021)
Acceso abierto
One challenge in miRNA–genes–diseases interaction studies is that it is challenging to find labeled data that indicate a positive or negative relationship between miRNA and genes. The use of one-class classification methods ...
Source to source compiler for the automatic parallelization of JavaScript code
(IEEE, 2021)
Acceso restringido
This work focuses on the development of a source-to-source compiler for the automatic parallelization of JavaScript code. The proposed compiler transforms the input code to an AST (Abstract syntax tree). Afterward, we ...
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 ...
Matching System for Animal-Assisted Therapy Based on the Levenshtein and Gale-Shapley Algorithms
(Springer, 2021)
Acceso restringido
This current research is based on the implementation of an algorithm that assigns pets, cats, or dogs to persons with depressive disorders such as low self-esteem. We found that even though different institutions have made ...