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Communications in Computer and Information Science(3)
Universidad del Azuay(3)
2020 7th International Conference on eDemocracy and eGovernment, ICEDEG 2020(1)
Advances in Intelligent Systems and Computing(1)
Proceedings - 3rd International Conference on Information Systems and Computer Science, INCISCOS 2018(1)
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Ciencias de la computación(6)
Métodos informáticos especiales(3)
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Clasificaci?n de s?labos acad?micos en base a redes neuronales de aprendizaje profundo
Bachelor ThesisAbstract: A fin de facilitar la homologaci?n de cr?ditos entre las universidades del pa?s, se requiere automatPalabras claves:?RBOL DE DECISI?N, Aprendizaje profundo, Naïve Bayes, PAR?METROSAutores:Juan Marcelo Alvarado Carrera, Marcos Patricio Orellana CorderoFuentes:rraaeAn?lisis del rendimiento de detectar, clasificar veh?culos y pedestres en tiempo continuo con smartphone Android y TensorFlow Lite
Bachelor ThesisAbstract: Generalmente, se utilizan personas para conteo manual de veh?culos y actores de la movilidad, lo cuaPalabras claves:android, Aprendizaje profundo, Redes Neuronales, TensorFlow, TENSORFLOW LITEAutores:Marcos Patricio Orellana Cordero, Wilson Andr?s Campoverde QuitoFuentes:rraaeA Methodology to Develop an Outdoor Activities Recommender Based on Air Pollution Variables
Conference ObjectAbstract: Nowadays, the world faces a high level of environmental pollution. This phenomenon has become a consPalabras claves:Air Pollutants, Air quality, Data Mining, meteorological variables, recommender systemsAutores:Jorge Luis Zambrano-Martinez, Juan Fernando Lima, Marcos Patricio Orellana Cordero, Pablo Arévalo, Priscila CedilloFuentes:scopusA methodology to pbkp_redict emergency call high-priority: Case study ECU-911
Conference ObjectAbstract: Accurate categorization of emergency calls is essential to determine the most appropriate action towPalabras claves:bag-of-words, classification, Emergency calls, TEXT MININGAutores:Andrea Trujillo, Marcos Patricio Orellana Cordero, Maria-Ines Acosta-UriguenFuentes:scopusA study on the impact of pre-processing techniques in Spanish and english text classification over short and large text documents
Conference ObjectAbstract: Nowadays, text mining is a long studied field in science, the vast amount of text resources availablPalabras claves:Reduction algorithms, Text classification, TEXT MINING, Text pre-processingAutores:Belén Arias, Gerardo Orellana, Marcos Patricio Orellana Cordero, NELSON PIEDRA, Víctor Saquicela, Xavier RiofrioFuentes:googlescopusNARX Neural Network for Imputation of Missing Data in Air Pollution Datasets
Conference ObjectAbstract: Air pollutant sensors capture large amounts of data; some of this information is lost due to variousPalabras claves:Data imputation, Data Mining, NARX neural network, Palabras clave: Neural networksAutores:Marcos Patricio Orellana Cordero, Miguel Calle, Patricia Ortega-ChasiFuentes:scopusHerramientas NER frente a algoritmos adaptados a la extracci?n de entidades para identificar etiquetas de localizaci?n en textos cortos en espa?ol
Bachelor ThesisAbstract: El reconocimiento de entidades nombradas (NER) es un ?rea importante en el campo de la extracci?n dePalabras claves:EXTRACCI?N DE INFORMACI?N, HERRAMIENTAS NER, LEVENSHTEIN, RECONOCIMIENTO DE ENTIDADES NOMBRADAS, TwitterAutores:Marcos Patricio Orellana Cordero, Ruth Catalina F?rez CrespoFuentes:rraaeImplementation of Clustering Techniques to Data Obtained from a Memory Match Game Oriented to the Cognitive Function of Attention
Conference ObjectAbstract: Serious games are software applications with an explicit educational objective that have been thorouPalabras claves:K-Means, Memory match game, Serious GamesAutores:Marcos Patricio Orellana Cordero, Maria-Ines Acosta-Uriguen, Reinerio Rodríguez GarcíaFuentes:scopusImproving Classification Models Using the Frequency of Terms and a Percentage Relation Approach Between Classes for Emergency Calls
Conference ObjectAbstract: The analysis of informal texts is essential in text mining applications, such as the classificationPalabras claves:bag-of-words, classification, Emergency calls, pruning, TEXT MININGAutores:Andrea Trujillo, Marcos Patricio Orellana Cordero, Maria-Ines Acosta-UriguenFuentes:scopus