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Title: Methodology of Machine Learning for the classification and Prediction of users in Virtual Education Environments / Metodología de Aprendizaje Automático para la Clasificación y Predicción de Usuarios en Ambientes Virtuales de EducaciónAuthor: De La Hoz, E.J. / Fontalvo, T.J.Language: InglésRepository: 61Subject: Cluster / Education / KNN / Machine learning / VLE / Cluster analysis / Clustering algorithms / E-learning / Forecasting / Learning systems / Machine components / Motion compensation / Nearest neighbor search / Pattern recognition / Students / Fuzzy k-means / K nearest neighbor algorithm / K-nearest neighbors / Three categories / Transition zones / Virtual education / Learning algorithms
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Title: A machine learning model for emotion recognition from physiological signalsAuthor: Domínguez-Jiménez, J.A. / Campo-Landines, K.C. / Martínez-Santos, J.C. / Delahoz, E.J. / Contreras-Ortiz, S.H.Language: InglésRepository: 61Subject: Affective computing / Biosignal processing / Emotion recognition / Machine learning / Physiological signals / Decision trees / Electrophysiology / Feature extraction / Learning systems / Physiological models / Speech recognition / Statistical tests / Support vector machines / Time domain analysis / Bio-signal processing / Frequency and time domains / Machine learning models / Physiological response / Random forest-recursive feature eliminations / Biomedical signal processing / Adult / Article / Clinical article / Electrodermal response / Feature selection / Female / Heart rate / Human / Human experiment / Male / Photoelectric plethysmography / Random forest / Recursive feature elimination / Sadness / Support vector machine / Videorecording
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Title: Concept maps as a didactic strategy for learning of concepts of cell biology in students of health sciences / Los mapas conceptuales como estrategia didáctica para el aprendizaje de conceptos de biología celular en estudiantes de ciencias de la saludAuthor: Rúa D.L.A. / Goenaga I.A.Y. / Olite J.L.M. / Márquez J.S.H. / Molina R.E.F.Language: InglésRepository: 61Subject: Concept maps / Didactic strategy / Learning of concepts
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Title: ISeeU: Visually interpretable deep learning for mortality prediction inside the ICUAuthor: Caicedo-Torres W. / Gutierrez J.Language: InglésRepository: 61Subject: Deep learning / ICU / MIMIC-III / Shapley values / Forecasting / Game theory / Intensive care units / Clinical practices / Coalitional game theory / Medical information / Relevant features / Shapley value / Sub-optimal performance / Traditional techniques / Deep neural networks / Adoption / Article / Game / Human / Intensive care unit / Mortality / Prediction / Deep neural network
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Title: The use of infrared spectroscopy and machine learning tools for detection of Meloidogyne infestationsAuthor: San‐Blas, Ernesto / Paba, Gabriel / Cubillán, Néstor / Portillo, Edgar / Casassa‐Padrón, Ana M. / González‐González, César / Guerra, MayamarúLanguage: InglésRepository: 61
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Title: A multi-user remote academic laboratory systemAuthor: Barrios A. / Panche S. / Duque M. / Grisales V.H. / Prieto F. / Villa J.L. / Chevrel P. / Canu M.Language: InglésRepository: 61Subject: Control processes / E-learning / Learning management systems / Remote labs / Software architecture / Academic laboratory / Administration server / Control engineering / Control process / Data-base servers / Design and tests / Functional aspects / Internet connection / Java simulations / Learning management system / Modeling and control / Multi-user / Physical experiments / Pilot tests / Remote experiments / Remote manipulation / Remote systems / Algorithms / Automation / Computer simulation / Control / Education / Experiments / Graphical user interfaces / Laboratories / Management / Managers / Network architecture / Process control
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Title: Methodology of data envelopment analysis (DEA) - GLMNEt for assessment and forecasting of financial efficiency in a free trade zone - Colombia / Metodología de Análisis Envolvente de Datos (DEA) - GLMNET para la Evaluación y Pronóstico de Eficiencia Financiera en una Zona Franca Industrial - Colombia.Author: Fontalvo T.J. / De La Hoz E.J. / Olivos S.Language: InglésRepository: 61Subject: DEA / Efficiency / Free trade zone / GLMNET / Machine learning / Additives / Data envelopment analysis / Forecasting / Industrial research / International trade / Learning systems / Chamber of Commerce / Financial efficiency / Financial statements / Free trade zones / Group memberships / Rational analysis / Technical efficiency
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Title: Influence of Arduino on the Development of Advanced Microcontrollers CoursesLanguage: InglésRepository: 61Subject: Arduino / Education courses / Embedded systems / Engineering education / Microcontrollers / Project-based learning / Controllers / Education / Hardware / Hardware-software codesign / Students / Development environment / Digital design course / Education course / Hardware and software / Microcontroller-based / Project based learning / Undergraduate Courses / Curricula
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Title: Dataset of academic performance evolution for engineering studentsAuthor: Delahoz-Dominguez, EnriqueLanguage: InglésRepository: 61
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Title: Differential diagnosis of hemorrhagic fevers using ARTMAP and an Artificial Immune SystemAuthor: Caicedo Torres W. / Quintana M. / Pinzón H.Language: InglésRepository: 61Subject: ARTMAP / Dengue / Differential diagnosis / Hemorrhagic fever / Leptospirosis / Machine learning / Malaria / Neural networks
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