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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 ...
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 ...
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 ...
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 ...
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 ...
Heuristics Applied to Mutation Testing in an Impure Functional Programming Language
(Science and Information Organization, 2019)
Acceso abierto
The task of elaborating accurate test suites for program
testing can be an extensive computational work. Mutation
testing is not immune to the problem of being a computational and time-consuming task so that it has found ...