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Benchmarking of Classification Algorithms for Psychological Diagnosis
Conference ObjectAbstract: Generating a clinical diagnosis of a mental disorder is a complex process due to the variety of biolPalabras claves:accuracy, Bayesian networks, K-NEAREST NEIGHBORS, logistic regression, performance, Precision, random forest, recall, ROC, Support Vector MachineAutores:Jhony Llano, Paulina Adriana Morillo Alcívar, Vanessa RamirezFuentes:googlescopusBenchmarking of Supervised Machine Learning Algorithms in the Early Failure Pbkp_rediction of a Water Pumping System
Conference ObjectAbstract: Preventing failures in water supply systems is of vital importance for the development of a populatiPalabras claves:artificial neural networks, Cross validation, Fault Detection, random forest, SUPPORT VECTOR MACHINESAutores:Gerardo Herrera, Paulina Adriana Morillo AlcívarFuentes:googlescopusA dataset of attributes from papers of a machine learning conference
OtherAbstract: In this work, we present a dataset which provides information on the scientific program of a set conPalabras claves:Machine learning, Scientific documentsAutores:Diego Vallejo-Huanga, Ferri C., Paulina Adriana Morillo AlcívarFuentes:googlescopusEmpirical Exploration of Machine Learning Techniques for Detection of Anomalies Based on NIDS
ArticleAbstract: Computer crimes and attacks on data networks have increased significantly, so it has become necessarPalabras claves:Machine learning, NIDSAutores:Ambuludi M., Diego Vallejo-Huanga, Paulina Adriana Morillo AlcívarFuentes:googlescopusImplementación de técnicas de Machine learning para el diagnóstico automático de trastornos mentales
Bachelor ThesisAbstract: Generar un diagnóstico clínico de un trastorno mental es un proceso complejo debido a la variedad dePalabras claves:CONTROL AUTOMÁTICO, DIÁGNOSTICO, INGENIERÍA DE SISTEMAS, Inteligencia Artificial, Programas para computador, Trastornos mentalesAutores:Jhony Cristian Llano Tumbaco, Paulina Adriana Morillo Alcívar, Vanessa Elizabeth Ramirez PluasFuentes:rraaeSemi-Supervised Clustering Algorithms for Grouping Scientific Articles
Conference ObjectAbstract: Creating sessions in scientific conferences consists in grouping papers with common topics taking inPalabras claves:Clustering with constraints, k-medoids, linear programming, Size constraintAutores:Diego Vallejo-Huanga, Ferri C., Paulina Adriana Morillo AlcívarFuentes:googlescopusSentiment Analysis Tool for Spanish Tweets in the Ecuadorian Context
Conference ObjectAbstract: The huge amount of textual information that exists on social networks added by users through commentPalabras claves:Azure Text Analytics, IBM Watson NLU, lexicon, R-Shiny, TwiterAutores:Diego Vallejo-Huanga, Ismael Utitiaj, Paulina Adriana Morillo AlcívarFuentes:googlescopusPrototipo móvil IoT para la pbkp_redicción de la calidad del aire a través de Machine Learning
Master ThesisAbstract: Existe preocupación sobre la condición del entorno para la sociedad, ya que las actividades cotidianPalabras claves:Calidad Del Aire, ELECTRÓNICA Y AUTOMATIZACIÓN, MONÓXIDO DE CARBONO, SERIES TEMPORALES)Autores:Andreina Nathaly Santana Andrade, Paulina Adriana Morillo AlcívarFuentes:rraaePsycho web: A machine learning platform for the diagnosis and classification of mental disorders
Conference ObjectAbstract: In this paper, we present the development of a platform to collect data from cases diagnosed with mePalabras claves:Diagnosis pbkp_rediction, ICD-10, k-NN, Machine learning, Mental Disorders, TF-IDFAutores:Diana Chauca, Diego Vallejo-Huanga, Holger Ortega, Julio Proaño, María Fernanda Cazares, Paulina Adriana Morillo AlcívarFuentes:scopus