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Benchmarking Neural Networks Activation Functions for Cancer Detection
Conference ObjectAbstract: The choice of the most suitable activation functions for artificial neural networks significantly afPalabras claves:Activation functions, Benchmarking, Cancer detection, Neural networksAutores:Daniel Humberto Plua Moran, Josue Ricardo Borja Vernaza, Maikel Yelandi Leyva Vazquez, Miguel Ángel Quiroz MartínezFuentes:googlescopusA Framework for Modeling Critical Success Factors in the Selection of Machine Learning Algorithms for Breast Cancer Recognition
Conference ObjectAbstract: Analysis of critical success factors allows software development organizations to focus on the factoPalabras claves:Bosom cancer recognition, Critical success factors, Fuzzy Mental Maps, Machine learningAutores:Eddy Raul Montenegro Marin, Galo Valverde Landivar, Maikel Yelandi Leyva Vazquez, Miguel Ángel Quiroz MartínezFuentes:scopusA Machine Learning Model Comparison and Selection Framework for Software Defect Pbkp_rediction Using VIKOR
Conference ObjectAbstract: In today’s time, software quality assurance is the most essential and costly set of activities durinPalabras claves:Machine learning, MCDM, NASA dataset, Software defect pbkp_rediction, VIKOR methodAutores:Byron Alcívar Martínez Tayupanda, Luis Andy Briones Peñafiel, Miguel Ángel Quiroz Martínez, Sulay Stephanie Camatón PaguayFuentes:googlescopusArchitectural Design for the Implementation of Learning Analytics: Case Study at Salesian Polytechnic University
Conference ObjectAbstract: Learning analytics consist of measuring, capturing, and analyzing student data. Currently, the use oPalabras claves:education data, Efficient data processing, Learning analytics infrastructure, LWPMAutores:Angela Cecilia Flores Ortiz, Maikel Yelandi Leyva Vazquez, Miguel Ángel Quiroz Martínez, Santiago Teodoro Castro AriasFuentes:googlescopusAn Efficient Approach for Selecting QoS-Based Web Service Machine Learning Models Using Topsis
Conference ObjectAbstract: With the advancement of Service Oriented Architecture (SOA), web services have gained great populariPalabras claves:Machine learning, qos, QWS dataset, TOPSIS, WEB SERVICESAutores:Erick David Alvarado Castillo, Josue Leonardo Moncayo Redin, Luis Andy Briones Peñafiel, Miguel Ángel Quiroz MartínezFuentes:googlescopusDesign of an IoT Architecture in Livestock Environments for the Treatment of Information for the Benefit of Cattle
Conference ObjectAbstract: Internet of things (IoT) is the interconnection of one or more technological devices with any otherPalabras claves:Architecture, Evolve, Interconnection, IOT, Livestock, network, Technological devicesAutores:David Manuel Rodriguez Zapata, Maikel Yelandi Leyva Vazquez, Miguel Ángel Quiroz Martínez, Mónica Daniela Gomez Rios, Monica Gómez RíosFuentes:googlescopusMachine Learning Algorithm Selection for a Clinical Decision Support System Based on a Multicriteria Method
Conference ObjectAbstract: On the current information in the medical area related to cancer analysis, the selection of an optimPalabras claves:Decision clinical, Machine learning, Medical data, multicriteria method, Support aystemAutores:Galo Valverde Landivar, Jonathan Andrés España Arambulo, Maikel Yelandi Leyva Vazquez, Miguel Ángel Quiroz MartínezFuentes:scopusMethodology for the Development of Computer Applications with Augmented Reality in the Tourism Sector
Conference ObjectAbstract: This study analyzes studies that have a methodological basis in the development of computer applicatPalabras claves:Augmented reality, Computer applications, Software development methodology, Software Engineering, Tourism sectorAutores:Juan Javier Trujillo Villegas, Maikel Yelandi Leyva Vazquez, Miguel Ángel Quiroz Martínez, Mónica Daniela Gomez RiosFuentes:scopusKnowledge Discovery About Cancer Based on Fuzzy Pbkp_redicates
Conference ObjectAbstract: Knowledge discovery information was analyzed in references regarding the health area. The problem isPalabras claves:Cancer diagnosis, Correlation between variables, Fuzzy pbkp_redicates, Knowledge Discovery, Knowledge ExtractionAutores:Christian Rene Vargas Alava, Maikel Yelandi Leyva Vazquez, Miguel Ángel Quiroz Martínez, Mónica Daniela Gomez Rios, Monica Gómez RíosFuentes:googlescopusSystem for Troubleshooting Welded Printed Circuit Boards with Through Hole Technology Using Convolutional Neural Networks and Classic Computer Vision Techniques
Conference ObjectAbstract: Manual inspection in printed circuit board manufacturing is highly susceptible to failure through huPalabras claves:Automated visual inspection, Classical computer vision, convolutional neural networks, OPENCV, ResNet50Autores:Miguel Ángel Quiroz Martínez, Ramirez AlbertoFuentes:googlescopus