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Title: A machine learning model for occupancy rates and demand forecasting in the hospitality industryAuthor: Caicedo-Torres W. / Payares F.Language: InglésRepository: 61Subject: Forecasting / Hotel occupancy. Demand / Kernel Ridge Regression / Machine learning / Neural Networks / Ridge regression / Artificial intelligence / Costs / Decision making / Economics / Hotels / Learning systems / Neural networks / Regression analysis / Decision making process / Financial performance / Kernel ridge regressions / Machine learning models / Machine learning techniques / Mean absolute percentage error / Specialized software
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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: Kernel-based machine learning models for the prediction of dengue and chikungunya morbidity in ColombiaAuthor: Caicedo-Torres W. / Montes-Grajales D. / Miranda-Castro W. / Fennix-Agudelo M. / Agudelo-Herrera N.Language: InglésRepository: 61Subject: Chikungunya / Dengue / Forecasting / Gaussian processes / Kernel ridge regression / Machine learning / Artificial intelligence / Diseases / Gaussian distribution / Gaussian noise (electronic) / Health / Learning systems / Public health / Regression analysis / Kernel ridge regressions / Machine learning models / Mean absolute percentage error / Research and development / Time series forecasting / Learning algorithms
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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: 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: Using Data-Mining Techniques for the Prediction of the Severity of Road Crashes in Cartagena, ColombiaAuthor: Ospina-Mateus H. / Quintana Jiménez L.A. / López-Valdés F.J. / Morales-Londoño N. / Salas-Navarro K.Language: InglésRepository: 61Subject: Data mining / Prediction / Road crashes / Severity / Decision trees / Forecasting / Highway accidents / Motor transportation / Motorcycles / Roads and streets / Support vector machines / Area under the ROC curve / Classification algorithm / Knowledge analysis / Machine learning techniques / Multi layer perceptron / Road crash / Support vector machine (SVMs)
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