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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(3)
Advances in Intelligent Systems and Computing(2)
RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao(2)
Communications in Computer and Information Science(1)
Proceedings - 2017 International Conference on Information Systems and Computer Science, INCISCOS 2017(1)
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Aprendizaje automático(5)
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Enfermedad cardiovascular(1)
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scopus(10)
Developments on Support Vector Machines for Multiple-Expert Learning
Conference ObjectAbstract: In supervised learning scenarios, some applications require solve a classification problem wherein lPalabras claves:Multiple expert learning, Supervised learning, SUPPORT VECTOR MACHINESAutores:Aalaila Y., Ana C. Umaquinga-Criollo, Diego Hernán Peluffo-Ordóñez, Moreno-García M.N., Tamayo-Quintero J.D.Fuentes:googlescopusAnalytic study on the performance of multi-classification approaches in case-based reasoning systems: Medical data exploration
ArticleAbstract: This paper compares the main combinations of classifiers (Sequential, Parallel and Stacking) over twPalabras claves:Case based reasoning, Classifiers fusion, Dermatology disease, Heart diseaseAutores:Ana C. Umaquinga-Criollo, Bastidas D., Diego Hernán Peluffo-Ordóñez, Miguel A. Becerra, Piñeros C., Sierra-Martínez L.M.Fuentes:googlescopusAdvances in Homotopy Applied to Object Deformation
Conference ObjectAbstract: This work explores novel alternatives to conventional linear homotopy to enhance the quality of resuPalabras claves:Homotopy, Object deformation, Smooth transitions, Transcendental functionsAutores:Alpala-Alpala L.O., Ana C. Umaquinga-Criollo, Castellanos-Dominguez G., Cruz-Cruz L.D., Diego Hernán Peluffo-Ordóñez, González-Castaño C., Miguel A. Becerra, Salazar-Castro J.A.Fuentes:googlescopusAir quality monitoring intelligent system using machine learning techniques
Conference ObjectAbstract: Environment monitoring is so important because it is based on the first right of people, life and hePalabras claves:Air quality, Intelligent system, Monitoring systemAutores:Ana C. Umaquinga-Criollo, Beltran L.A., Diego Hernán Peluffo-Ordóñez, Edgar D.V. Jaramillo, Edgar Jaramillo, JAIME ROBERTO MICHILENA CALDERÓN, Jorge A. Caraguay-Procel, Mario M. Mediavilla-Valverde, Paul D. Rosero-Montalvo, Ruiz M.A.Fuentes:googlescopusInnovation in Biodegradable Textile Fibers for the Creation of Ecological Textiles
Conference ObjectAbstract: This research carries out a systematic, descriptive, documentary study in the textile area focus onPalabras claves:Biodegradable, Ecology, environment, Fiber, Pollution, textileAutores:Ana C. Umaquinga-Criollo, Cristina E. Molina-Martínez, Edgar D. Jaramillo-Vinueza, Tatyana K. Saltos-Echeverría, Wendy M. Guerrero-LoyolaFuentes:googlescopusIntelligent System of Squat Analysis Exercise to Prevent Back Injuries
Conference ObjectAbstract: The sports ergonomics study allows a bio-mechanical analysis in order to evaluate the impact producePalabras claves:Back injuries, Embedded Systems, Intelligent Systems, Squat analysisAutores:Ana C. Umaquinga-Criollo, Anderson Dibujes, Carlos Vásquez-Ayala, Daniel Jaramillo, JAIME ROBERTO MICHILENA CALDERÓN, Luis Suárez-Zambrano, Paul D. Rosero-Montalvo, Stefany C. Flores, STEFANY CRISTINA FLORES ARMASFuentes:googlescopusThermo-transferable Vinyl as High Embossment Textile Finish for the Visually Impaired Pattern Recognition by Haptics Perception - Case Study
Conference ObjectAbstract: This research performs a quantitative, descriptive and documental study analyzing the following factPalabras claves:Inclusive fashion, Thermo-transferable, TOUCHAutores:Ana C. Umaquinga-Criollo, Marco Naranjo-Toro, Omar Godoy-CollaguazoFuentes:googlescopusStochastic-and neuro-fuzzy-analysis-based characterization and classification of 4-channel phonocardiograms for cardiac murmur detection
ArticleAbstract: Cardiac murmurs (CMs) are the most common heart’s diseases that are typically diagnosed from phonocaPalabras claves:ANFIS, Cardiac murmur, empirical mode decomposition, Hidden markov models, PhonocardiogramAutores:Ana C. Umaquinga-Criollo, Cristian Mejía-Arboleda, Delgadotrejos E., Diego Hernán Peluffo-Ordóñez, Miguel A. BecerraFuentes:googlescopusMulti-expert Methods Evaluation on Financial and Economic Data: Introducing Bag of Experts
Conference ObjectAbstract: The use of machine learning into economics scenarios results appealing since it allows for automaticPalabras claves:Bag of experts, Crowd-sourcing, Feed-forward neural network, Finance, Investment banking, Multi-expertAutores:Ana C. Umaquinga-Criollo, Diego Hernán Peluffo-Ordóñez, Moreno-García M.N., Riascos-Salas J.A., Tamayo-Quintero J.D.Fuentes:googlescopusNeighborhood criterion analysis for prototype selection applied in WSN data
Conference ObjectAbstract: The present work presents an analysis of the neighborhood criterion for the prototype selection (PS)Palabras claves:cnn, Knn, nn, prototype selectionAutores:A. Guzman, Ana C. Umaquinga-Criollo, D. Lugo, D. Nejer, K. L. Ponce-Guevara, K. Moncayo, Luis Suárez-Zambrano, Paul D. Rosero-Montalvo, Pijal J., Stefany C. Flores, STEFANY CRISTINA FLORES ARMASFuentes:googlescopus