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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 ...
Virtual Reality Application to Teach Dangerous Over Exposure to UV Radiation
(Springer, 2021)
Acceso restringido
The high levels of ultraviolet (UV) radiation in Peru constitute a risk for the population, that does not give it the importance that it should and does not take adequate measures to protect against it and to prevent skin ...
Classification of Breast Cancer and Breast Neoplasm Scenarios Based on Machine Learning and Sequence Features from lncRNAs–miRNAs-Diseases Associations
(Springer, 2021)
Acceso restringido
The influence of non-coding RNAs, such as lncRNAs (long non-coding RNAs) and miRNAs (microRNAs), is undeniable in several diseases, for example, in the formation of neoplasms and cancer scenarios. However, there are ...
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 ...
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 ...
Experiences in using a multiparadigm and multiprogramming approach to teach an information systems course on introduction to programming
(Information Systems and Computing Academic Professionals, 2020)
Acceso abierto
In the current literature, there is limited evidence of the effects of teaching programming languages using two different paradigms concurrently. In this paper, we present our experience in using a multiparadigm and ...
SCUT sampling and classification algorithms to identify levels of child malnutrition
(Springer, 2020)
Acceso restringido
Child malnutrition results in millions of deaths every year. This condition is a potential problem in Peruvian society, especially in the rural parts of the country. The consequences of malnutrition range from physical ...
Dimensionality reduction via an orthogonal autoencoder approach for hyperspectral image classification
(The International Society for Photogrammetry and Remote Sensing, 2020)
Acceso abierto
Nowadays, the increasing amount of information provided by hyperspectral sensors requires optimal solutions to ease the subsequent analysis of the produced data. A common issue in this matter relates to the hyperspectral ...
A Comparison of Authentication Methods via Keystroke Dynamics
(IEEE, 2020)
Acceso restringido
Authentication systems based on keystroke dynamics analyze the typical typing pattern of a user when interacting with an input device, such as the keyboard of a computer. In the literature, three major approaches on keystroke ...
Are information systems and computer science overlapping more and more?
(ACM Association for Computing Machinery, 2020)
Acceso abierto
In this research, we posit the importance of including Computer Science topics in undergraduate Information Systems courses. A review of the existing literature has mentioned the importance of learning some Computer Science ...