The objective of this research is to reduce the dropout rate students in Faculty Systems Engineering and Informatics Universidad Nacional Mayor de San Marcos – FISI-UNMSM, through implementation an intelligent system with a data mining approach autonomous learning algorithm (decision trees) that predicts which are at risk dropping out. It was developed Python free software Weka, for purpose student collected from 2014 2020. This solution increases availability level satisfaction faculty;...

In 2020, there were more than 1.2 million new skin cancer diagnoses, and melanoma was the most recurrent type of cancer. On other hand, is least common but serious form affecting both men women. This work aims to assemble classification models detect a case with high accuracy based on Convolutional Neural Networks system. The methodology considers training 21 for image classification, best assembly performance EfficientNet VGG-19 architectures, data augmentation technique used images improve...

The timely diagnosis of brain tumors is currently a complicated task. objective was to build an image classification model detect the existence or not by adding header ResNet-50 architecture. CRISP-DM methodology used for data mining. A dataset 3847 MRI images used, 2770 training, 500 validation, and 577 testing. were resized 256 × scale then generator created that responsible dividing pixels 255. training performed evaluation process carried out, obtaining accuracy percentage 92% precision...

According to the World Health Organization, epilepsy affects more than 50 million people in world, and specifically, 80% of them live developing countries. Therefore, has become among major public issue for many governments deserves be engaged. Epilepsy is characterized by uncontrollable seizures subject due a sudden abnormal functionality brain. Recurrence attacks change people's lives interferes with their daily activities. Although no cure, it could mitigated an appropriated diagnosis...

The objective of this research is to implement an application that allows the Clinic Universidad Nacional Mayor de San Marcos (UNMSM) optimally manage information and services offered teachers, employees students. This improvement involves combination technologies with tools processes will allow transforming stored data from knowledge aligned strategies Admissions General Management areas part business intelligence proposed by UNMSM Clinic. methodology used in implementation was Hephaestus,...

Gastronomy in Peru is considered one of the most competitive sectors country and great importance for its economy. In order to improve management processes have greater visualization, many businesses adopted technological solutions, including use Papeat cloud platform. The problem that this platform lacks functionalities provide integrated information from various areas business with indicators allow comparative analysis proper decision making, therefore, objective work incorporate new...

The present work aims to develop a system in which it is proposed systematize the process of writing and generating medical records reduce time generation reduction physical resources, especially regarding use paper, health specialists write course consultation, this would also imply optimization management records.The consists application digital signature mechanism based on method asymmetric cryptography or called public key cryptography.This technology applied mainly through two tools...

This paper conducts a descriptive quantitative research on the impact of digital migration derived from COVID-19 pandemic frequency use ICT resources in teaching activity university professors Peru. The main objective is to identify differences aforementioned according area knowledge professors. A questionnaire designed by authors was used measure before and after responses were statistically analyzed. As result, it found that has led significant increase all dimensions activity, especially...

This paper proposes a technology adoption model called TAM 4, based on the considering trust and perceived risk factors to of in response governments' concern achieve competitiveness most important economic activities. The methodology used considers predictive method. sample was selected from 67 companies related foreign trade that carry out agro export tasks, with confidence level 90% an error percentage ± 10% 0.787 Cronbach's Alpha obtained for instrument's validation. In conclusion, 97%...

The COVID-19, in different businesses, has generated the need to migrate from face-to-face attention virtual attention, for DGEP (Dirección General de Estudios Posgrado la Universidad Nacional Mayor San Marcos) faceto-face those interested making consultations regarding postgraduate studies was simply impossible considering that, due sanitary measures taken during pandemic, university closed its doors. alternatives continue attending could have been implementation of telephone consultation...

Neurodegenerative disorders, notably Alzheimer’s, pose an escalating global health challenge. Marked by the degeneration of brain neurons, these conditions lead to a gradual decline in nerve cells. Worldwide, over 55 million people grapple with dementia, Alzheimer’s prominently impacting aging demographic. The primary hurdle early detection is widespread lack awareness. main goal design and implement artificial intelligence system using deep learning (DL) detect disease (AD) through medical...

The preference of people to access advertising content through digital applications is increasing while many businesses continue use traditional media.Achieving communication with the client without falling into spam or invasive messages a major challenge for companies.Therefore, we propose mobile application that obtains people's preferences and communicates relevant information at right place time.The cascade methodology used development since it still most approach in software...

The article examines the teacher/student perspective about E-learning modules that could be applied to courses of Administration career at Universidad Nacional Mayor de San Marcos based on 2 methodologies project a better vision teaching.To carry out these methodologies, it is necessary review results obtained in survey determine factors influence student learning through proposed modules.As result, 6 were validate whether are suitable for Flipped Classroom and B-learning Methodologies.It...

This paper presents a collaboration between the University of Puerto Rico-Mayaguez (UPRM) and community to establish Rico's first solar in southern part Island. community-university is leveraging on well-organized leadership their efforts towards self-reliance. Electrical engineering capstone design projects have been used as cornerstone for technological aspects collaboration. The had initially planned expand its center building provide more services residents. Their initial idea including...

Web development began in the 1990s. The versatility and flexibility of this technology has made it possible for its use application to enhance technological different fields around world. However, Latin American countries such as Peru, there is a lack culturally relevant web applications applied socio-political field. On other hand, since 2018 date, many social political movements have been making efforts obtain perspectives demands from citizens promote constituent process that date not...