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Profit scoring for credit unions using the multilayer perceptron, XGBoost and TabNet algorithms: Evidence from Peru
(Elsevier, 2023)
Acceso restringido
Credit 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 ...
PhyDaC - Stress Detection from Physiological Data in Cattle: Challenges in IoT
(CEUR-WS, 2022)
Acceso abierto
Stress in cattle is one of the main factors that generate economic losses in the livestock sector (e.g., reduction in the quality of milk or meat). In this field, heat stress has been considered as one of the main types ...
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 ...
Cursos online Abertos Massivos (MOOCs) como potencializadores do conhecimento em Instituições de Educação Superior
(Associacao Iberica de Sistemas e Tecnologias de Informacao, 2022)
Acceso abierto
The Higher Education Institutions (HEIs) in Brazilian, in particular universities permanently develop several actions that are provided in the MOOC format on different platforms. The purpose of this study is to propose an ...
Recent trends in movement ecology of animals and human mobility
(BioMed Central Ltd, 2022)
Acceso abierto
Movement is fundamental to life, shaping population dynamics, biodiversity patterns, and ecosystem structure. In 2008, the movement ecology framework (MEF Nathan et al. in PNAS 105(49):19052–19059, 2008) introduced an ...
Dataset of manually classified images obtained from a construction site
(Elsevier, 2022)
Acceso abierto
A manually classified dataset of images obtained by four static cameras located around a construction site is presented. Eight object classes, typically found in a construction environment, were considered. The dataset ...
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 abierto
Laser 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 ...
Route Planning using Wireless Sensor Network for Garbage Collection in COVID-19 Pandemic
(Science and Information Organization, 2022)
Acceso abierto
Garbage 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 ...
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 ...
Proposing a TAM-SDT-based model to examine the user acceptance of massively multiplayer online games
(MDPI, 2021)
Acceso abierto
This study is focused on the massively multiplayer online games’ acceptance. In general, while specialized literature reveals that the online gaming industry has grown strongly in recent years, little evidence is identified ...