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Red neuronal convolucional con extracción de características multi-columna para clasificación de imágenes 用于图像分类的多列特征提取卷积神经网络
Res. Comput. Sci. Pub Date : 2019-12-31 DOI: 10.13053/rcs-148-7-29
Fidel López-Saca, Andrés Ferreyra, Carlos Avilés-Cruz, Juan Villegas-Cortéz
{"title":"Red neuronal convolucional con extracción de características multi-columna para clasificación de imágenes","authors":"Fidel López-Saca, Andrés Ferreyra, Carlos Avilés-Cruz, Juan Villegas-Cortéz","doi":"10.13053/rcs-148-7-29","DOIUrl":"https://doi.org/10.13053/rcs-148-7-29","url":null,"abstract":"Due to the immense amount of information available on the Internet, it causes users to feel overwhelmed with so much information, making it difficult to search for products and/or services that suit the tastes and needs of each user. For this reason the development of intelligent tools has become indispensable as are the Recommendation Systems, where its main objective is to help users find information of products and/or services in a better way filtering all the available information thus achieving a better use of it. In the present research work a Hybrid Recommendation Algorithm is designed and developed to create a list of recommended items (restaurants) for users (consumers), merging the","PeriodicalId":220522,"journal":{"name":"Res. Comput. Sci.","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131886283","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Herramienta en realidad virtual para el aprendizaje del lenguaje de señas mexicano 学习墨西哥手语的虚拟现实工具
Res. Comput. Sci. Pub Date : 2019-12-31 DOI: 10.13053/rcs-148-8-4
Arturo Borja Araiza, D. Díaz, Laura Méndez Segundo
{"title":"Herramienta en realidad virtual para el aprendizaje del lenguaje de señas mexicano","authors":"Arturo Borja Araiza, D. Díaz, Laura Méndez Segundo","doi":"10.13053/rcs-148-8-4","DOIUrl":"https://doi.org/10.13053/rcs-148-8-4","url":null,"abstract":"This work provides a visual tool for learning multiple words that are part of Mexican Sign Language (LSM) through a fully manipulable and programmable anthropomorphic model, using resources provided by the technology of virtual reality using the language VRML (Virtual Reality Modeling Language) and using a database created from the movements and positions well established by LSM, representing different gestures and manual expressions, from different angles, depths at various speeds, as desired and required by the user , to optimize the learning of said language using a friendly graphical interface.","PeriodicalId":220522,"journal":{"name":"Res. Comput. Sci.","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130362299","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design of an Acquisition System for Monitoring the Current of a GEM Detector 一种监测GEM探测器电流的采集系统设计
Res. Comput. Sci. Pub Date : 2019-12-31 DOI: 10.13053/rcs-148-3-23
R. Soto-Camacho, D. Pinto, S. Vergara-Limón, M. Vargas-Treviño, G. Paic
{"title":"Design of an Acquisition System for Monitoring the Current of a GEM Detector","authors":"R. Soto-Camacho, D. Pinto, S. Vergara-Limón, M. Vargas-Treviño, G. Paic","doi":"10.13053/rcs-148-3-23","DOIUrl":"https://doi.org/10.13053/rcs-148-3-23","url":null,"abstract":". In the development of this work we describe the design proposal of a useful tool for the monitoring of the GEM detector panels in order to measure the current consumption and in this way to know the useful life of the detector, due to in theory the GEM doesn’t produce discharges but in real life there are some small discharges (nano and micro amperes) that deteriorate the detector. In this proposal it is also contemplated to design a software to analyze the interaction of electromagnetic fields within a waveguide that represents the pathways within a printed circuit board using the study of electromagnetic theory in the development of a simulator, which will allow to analyze the effects of these fields in the propagation of the signals that are obtained and to determine if the data obtained are adequate to allow their subsequent analysis.","PeriodicalId":220522,"journal":{"name":"Res. Comput. Sci.","volume":"78 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116546343","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Patterns of Motivational Orientation and its Relationship with Academic Performance in University Students 大学生动机取向模式及其与学业成绩的关系
Res. Comput. Sci. Pub Date : 2019-12-31 DOI: 10.13053/rcs-148-6-14
Mary Arely López Garrido, Erika Yunuen Morales Mateos, José Alberto Hernández Aguilar, Carlos A. Ochoa-Ortíz, C. Constantino, Oscar-Alberto González-González
{"title":"Patterns of Motivational Orientation and its Relationship with Academic Performance in University Students","authors":"Mary Arely López Garrido, Erika Yunuen Morales Mateos, José Alberto Hernández Aguilar, Carlos A. Ochoa-Ortíz, C. Constantino, Oscar-Alberto González-González","doi":"10.13053/rcs-148-6-14","DOIUrl":"https://doi.org/10.13053/rcs-148-6-14","url":null,"abstract":"This research aims to identify the learning strategies employed by university students; and represent them through graphic techniques of multivariate analysis. The sample consisted of 30 students from the Multidisciplinary Academic Division of the Rivers; of the degrees in Administration and Administrative Computing of the generational cohorts 2010, 2011 and 2012. The instrument used is the Inventory of Strategies of Learning and Motivational Orientation (EDAOM) this instrument consists of a self-assessment that the student makes on the learning strategies that employs. For the implementation of the visual techniques was used the Language R, with these techniques were represented individually to the students with their respective learning strategies. The results show the interaction of the students with the learning strategies and the academic performance, visualization that the students of the Degree in Administrative Computing obtain the lowest values in the strategies of performance and academic performance.","PeriodicalId":220522,"journal":{"name":"Res. Comput. Sci.","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125761799","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Diseño e implementación de un algoritmo genético para la predicción de una variable 预测一个变量的遗传算法的设计与实现
Res. Comput. Sci. Pub Date : 2019-12-31 DOI: 10.13053/rcs-148-8-14
Hilda Avelar Uribe, Ludivina Gutiérrez Torres, Ismael Zúñiga Félix, Z. Hernández
{"title":"Diseño e implementación de un algoritmo genético para la predicción de una variable","authors":"Hilda Avelar Uribe, Ludivina Gutiérrez Torres, Ismael Zúñiga Félix, Z. Hernández","doi":"10.13053/rcs-148-8-14","DOIUrl":"https://doi.org/10.13053/rcs-148-8-14","url":null,"abstract":"This article describes the application of a genetic algorithm to obtain a better forecast precision of any variable using historical data. In order to measure this precision, the exchange rate Mexican Peso – US Dollar in Mexico was used in comparison with the predictions calculated by the statistical method moving averages. The problem consisted of obtaining the values that minimize the average quadratic error between the real value and the forecast value to obtain a prediction with a minimum error margin. The genetic algorithm application was designed using the following real representation chromosomes: the crossing BLX-0.5 operator as well as the non-uniform mutation operator. These operators offer a better capacity on exploration and exploitation resulting in the genetic algorithm that provides a precision increase of 14% in comparison to the precision of the statistical moving average method.","PeriodicalId":220522,"journal":{"name":"Res. Comput. Sci.","volume":"148 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129937714","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Synaptix: A Web Platform based on Gamification Techniques for the Study of Clinical Cases Synaptix:一个基于游戏化技术的临床病例研究网络平台
Res. Comput. Sci. Pub Date : 2019-12-31 DOI: 10.13053/rcs-148-5-12
O. L. Chávez, I. Márquez, Luis-Felipe Rodríguez, J. León
{"title":"Synaptix: A Web Platform based on Gamification Techniques for the Study of Clinical Cases","authors":"O. L. Chávez, I. Márquez, Luis-Felipe Rodríguez, J. León","doi":"10.13053/rcs-148-5-12","DOIUrl":"https://doi.org/10.13053/rcs-148-5-12","url":null,"abstract":". In this paper we present a Web platform designed to allow medical students and practitioners to study clinical cases on their own. The main objective of this proposal is to address key problems inherent in the traditional study of clinical cases by providing a tool that implements techniques and elements of gamification, simulation, and serious games. The proposed platform offers an improved learning experience through a virtual environment that provides an alternative method for training and interpretation of clinical cases for medical examinations. Medical students and practitioners can play the role of a real doctor in a simulated office. In particular, the platform allows medical students and practitioners to learn through their mistakes without hurting human beings. In addition, this platform is designed to allow users to add new clinical cases and make them available for study. The platform was validated in a local hospital by 8 medical practitioners. The participants indicated that the platform design, the tutorials included, and the ease of use factors are satisfactory.","PeriodicalId":220522,"journal":{"name":"Res. Comput. Sci.","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134032808","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Comprehensive Model for Learning 综合学习模式
Res. Comput. Sci. Pub Date : 2019-12-31 DOI: 10.13053/RCS-148-5-6
Norma J. Ontiveros-Hernández, Miguel Pérez-Ramírez, Jesús Ángel Peña Ramirez, Sócrates Espinoza Salgado, Mario Humberto Tiburcio Zuñiga
{"title":"Comprehensive Model for Learning","authors":"Norma J. Ontiveros-Hernández, Miguel Pérez-Ramírez, Jesús Ángel Peña Ramirez, Sócrates Espinoza Salgado, Mario Humberto Tiburcio Zuñiga","doi":"10.13053/RCS-148-5-6","DOIUrl":"https://doi.org/10.13053/RCS-148-5-6","url":null,"abstract":"In this paper we discuss about learning contexts and analyze different aspects or factors which intervene in specific learning processes, so that the learning goals can be achieved effectively. The personalized context and flexibility are characteristics own by personalized learning. However, this can be expensive and inaccessible in practice, but it is argued that technology could provide some support to this personalization of learning. Thus, a comprehensive model to learning is delineated here and some examples of dimension are detailed.","PeriodicalId":220522,"journal":{"name":"Res. Comput. Sci.","volume":"72 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133296032","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Towards a Proposal of Personalized Medical Decision Support Systems: Analysis of Gene Expression Levels of Diabetes Mellitus, Inflammation and Oxidative Stress in Alzheimer's Disease 面向个性化医疗决策支持系统的建议:阿尔茨海默病中糖尿病、炎症和氧化应激基因表达水平的分析
Res. Comput. Sci. Pub Date : 2019-12-31 DOI: 10.13053/rcs-148-4-8
Sonia Lilia Mestizo Gutiérrez, N. Cruz-Ramírez, Gonzalo Emiliano, Aranda Abreu
{"title":"Towards a Proposal of Personalized Medical Decision Support Systems: Analysis of Gene Expression Levels of Diabetes Mellitus, Inflammation and Oxidative Stress in Alzheimer's Disease","authors":"Sonia Lilia Mestizo Gutiérrez, N. Cruz-Ramírez, Gonzalo Emiliano, Aranda Abreu","doi":"10.13053/rcs-148-4-8","DOIUrl":"https://doi.org/10.13053/rcs-148-4-8","url":null,"abstract":". The increased incidence of Alzheimer's disease (AD) and diabetes mellitus (DM) are emerging as major public health problems worldwide. Both sufferings share pathophysiological characteristics and have no cure. Inflammation of the central and peripheral nervous system has been shown to be the link between DM and AD. Oxidative stress is also associated with AD and DM. The increasing complexity of the problems and the continuous growth of information creates the need for the use of Decision Suport System (DSS) driven by the use of new technologies such as big data and machine learning. In this context, the objective of this work is to use decision trees and Bayesian networks as mechanisms of classification of AD gene expression levels, DM, inflammation and oxidative stress, MMSE (Mini-Mental State Examination) score and the number of neurofibrillary tangles to classify 31 individuals (9 healthy controls and 22 AD patients in three different stages of disease) that could be key in the development of AD. Our results allowed us to generate classification models of different states of AD severity, according to the MMSE and we found that the level of expression of the ADIPOQ gene could play an important role in the onset of AD. Our pre-dictive model can contribute knowledge that could be incorporated into a personalized medical DSS in the future.","PeriodicalId":220522,"journal":{"name":"Res. Comput. Sci.","volume":"08 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133332777","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
MoCa: Una aplicación móvil para registrar síntomas de pacientes con cáncer MoCa:一款记录癌症患者症状的移动应用
Res. Comput. Sci. Pub Date : 2019-12-31 DOI: 10.13053/rcs-148-7-37
Beatriz A. González-Beltrán, Lizbeth Gallardo-López, Roberto García-Madrid, Marco Ferruzca, J. A. Reyes-Ortíz
{"title":"MoCa: Una aplicación móvil para registrar síntomas de pacientes con cáncer","authors":"Beatriz A. González-Beltrán, Lizbeth Gallardo-López, Roberto García-Madrid, Marco Ferruzca, J. A. Reyes-Ortíz","doi":"10.13053/rcs-148-7-37","DOIUrl":"https://doi.org/10.13053/rcs-148-7-37","url":null,"abstract":"Latest statistics of the International Agency for Research on Cancer, the specialized cancer agency of the World Health Organization shows an increasing global incidence of cancer. In 2012, cancer cases rose to an estimated of 14 million per year. The burden of cancer will","PeriodicalId":220522,"journal":{"name":"Res. Comput. Sci.","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133594017","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Videojuego educativo para ayudar a comprender los principios básicos de la programación y desarrollar la habilidad lógica en niños de educación básica 教育视频游戏，帮助理解编程的基础知识和发展基础教育儿童的逻辑技能
Res. Comput. Sci. Pub Date : 2019-12-31 DOI: 10.13053/rcs-148-7-10
Ana Caren Ticante Hernández, Carlos Miguel Herrera Orduña, Pedro Arguijo, Roberto Ángel Meléndez Armenta, Antonio Hiram Vázquez López
{"title":"Videojuego educativo para ayudar a comprender los principios básicos de la programación y desarrollar la habilidad lógica en niños de educación básica","authors":"Ana Caren Ticante Hernández, Carlos Miguel Herrera Orduña, Pedro Arguijo, Roberto Ángel Meléndez Armenta, Antonio Hiram Vázquez López","doi":"10.13053/rcs-148-7-10","DOIUrl":"https://doi.org/10.13053/rcs-148-7-10","url":null,"abstract":"","PeriodicalId":220522,"journal":{"name":"Res. Comput. Sci.","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133729928","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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