Ingeniería de Sistemas
Recent Submissions
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Digital and Traditional Channels in the Internal Communication of a University in Peru
(Springer Science and Business Media Deutschland GmbH, 2024)Internal communication is a critical and strategic element in achieving success for any organization. This paper presents a longitudinal study and opinion analysis that utilizes the k-means algorithm to examine the level ... -
An Open Data Platform to Advance Gender Equality in STEM in Latin America
(Association for Computing Machinery, 2024)Women across Latin America are underrepresented in science, technology, engineering, and mathematics (STEM), and even more so in leadership positions. -
From cloud and fog computing to federated-fog computing: A comparative analysis of computational resources in real-time IoT applications based on semantic interoperability
(Elsevier B.V., 2024)In contemporary computing paradigms, the evolution from cloud computing to fog computing and the recent emergence of federated-fog computing have introduced new challenges pertaining to semantic interoperability, particularly ... -
Breast Cancer Classification Through Transfer Learning with Vision Transformer, PCA, and Machine Learning Models
(Science and Information Organization, 2024)Breast cancer is a leading cause of death among women worldwide, making early detection crucial for saving lives and preventing the spread of the disease. Deep Learning and Machine Learning techniques, coupled with the ... -
Una aproximación cualitativa a la trayectoria académica y desempeño profesional de las mujeres peruanas de TI
(Centro de Estudios e Investigaciones para el Desarrollo Docente A.C., 2022)Acceso abiertoLas investigaciones muestran que la participación de las mujeres en el campo de las tecnologías de la información (TI) ha continuado disminuyendo en los últimos 25 años. En Perú, menos de 1 % de las mujeres peruanas estaban ... -
Comparing Regression Models to Predict Property Crime in High-Risk Lima Districts
(Science and Information Organization, 2024)Acceso abiertoCrime 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 restringidoThe 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 ... -
Classification of Breast Cancer and Breast Neoplasm Scenarios Based on Machine Learning and Sequence Features from lncRNAs–miRNAs-Diseases Associations
(Springer, 2021)Acceso restringidoThe 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 ... -
Apoyo social en educación superior: evidencias de validez y confiabilidad en el contexto peruano
(Pontificia Universidad Javeriana, 2020)Acceso abiertoEl apoyo social es un concepto fundamental que describe cómo las relaciones humanas positivas y las redes sociales permiten a las personas superar eventos estresantes y encontrarse en un estado de relativo bienestar. Este ... -
Detection and Evaluation of Construction Cracks through Image Analysis Using Computer Vision
(Multidisciplinary Digital Publishing Institute (MDPI), 2023)Acceso abiertoThe introduction of artificial intelligence methods and techniques in the construction industry has fostered innovation and constant improvement in the automation of monitoring and control processes at construction sites, ... -
Knowledge management practices and green innovation in SMES: the role of environmental awareness towards environmental sustainability
(Emerald Publishing Limited, 2023)Acceso restringidoThe purpose of this study is to examine the impact of knowledge management dimensions (i.e. knowledge acquisition, knowledge dissemination and knowledge responsiveness) on green innovation. The study also seeks to determine ... -
Cursos online Abertos Massivos (MOOCs) como potencializadores do conhecimento em Instituições de Educação Superior
(Associacao Iberica de Sistemas e Tecnologias de Informacao, 2022)Acceso abiertoAs universidades desenvolvem permanentemente diversas ações de desenvolvimento que são disponibilizadas no formato de MOOC em várias plataformas. O objetivo deste estudo é propor um artefato com os cursos MOOCs disponibilizados ... -
Using UAVs and Photogrammetry in Bathymetric Surveys in Shallow Waters
(MDPI, 2023)Acceso abiertoThe use of UAV (unmanned aerial vehicle) platforms and photogrammetry in bathymetric surveys has been established as a technological advancement that allows these activities to be conducted safely, more affordably, and at ... -
Semiotic Alternations with the Yupana Inca Tawa Pukllay in the Gamified Learning of Numbers at a Rural Peruvian School
(International Forum of Educational Technology and Society, National Taiwan Normal University, 2023)Acceso restringidoYupana Inca Tawa Pukllay (YITP) is a ludic didactic resource based on semiotic alternation that, using the reading of numbers in the Inca numeral system, improves its equivalent Indo-Arabic reading. Twelve children from ... -
Quality Management, Knowledge Creation, and Innovation Performance: Insights from Ecuador
(Taylor & Francis Group, 2023)Acceso restringidoThis paper aims to analyze the relationship between quality management, knowledge management, and innovative performance, and their impact on organizational performance in an emerging country. A sample of 349 Ecuadorian ... -
Gamit! Icing on the Cake for Mathematics Gamification
(MDPI, 2023)Acceso abiertoGamification has permeated education as a strategy to improve the teaching-learning process. Research shows that gamified reward systems based on badges, leaderboards, and avatars modifies the learning environment and ... -
Profit scoring for credit unions using the multilayer perceptron, XGBoost and TabNet algorithms: Evidence from Peru
(Elsevier, 2023)Acceso restringidoCredit unions are growing microfinance institutions that base their lending decisions on the judgment of their credit analysts. Therefore, the purpose of this paper is to design 6 profit scoring models, capable of predicting ... -
Development, validation, and application of a machine learning model to estimate salt consumption in 54 countries
(eLife Sciences Publications Ltd, 2022)Acceso abiertoGlobal targets to reduce salt intake have been proposed, but their monitoring is challenged by the lack of population-based data on salt consumption. We developed a machine learning (ML) model to predict salt consumption ... -
Route Planning using Wireless Sensor Network for Garbage Collection in COVID-19 Pandemic
(Science and Information Organization, 2022)Acceso abiertoGarbage collection is a responsibility faced by all cities and, if not properly carried out, can generate greater costs or sanitary problems. Considering the sanitary situation due to the COVID-19 pandemic, it is necessary ... -
Design and Implementation of an Automatic Control System using Motors and Control Sensors to Stabilize a Horizontal Platform with a LiDAR Sensor
(Instituto Politecnico Nacional, 2022)Acceso abiertoLaser imaging detection and ranging (LiDAR) sensors can be used in numerous applications mainly due to their ability to measure distances or perform 3D surface mappings. However, to perform these functions efficiently in ...
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