Search Results - "Escobar Grisales, Daniel"

Author Profiling in Informal and Formal Language Scenarios Via Transfer Learning by Orrozco Arroyave, Juan R, Vásquez Correa, Juan C, Escobar Grisales, Daniel

“…The interest in author profiling tasks has increased in the research community because computer applications have shown success in different sectors such as…”
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Identity Verification in Virtual Education Using Biometric Analysis Based on Keystroke Dynamics by Escobar Grisales, Daniel, Vásquez-Correa, Juan. C., Vargas-Bonilla, Jesús F., Orozco-Arroyave, Juan Rafael

“…Virtual education has become one of the tools most widely used by students at all educational levels, not just because of its convenience and flexibility, but…”
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Deep Learning and Artificial Intelligence Applied to Model Speech and Language in Parkinson's Disease by Escobar-Grisales, Daniel, Ríos-Urrego, Cristian David, Orozco-Arroyave, Juan Rafael

“…Parkinson's disease (PD) is the second most prevalent neurodegenerative disorder in the world, and it is characterized by the production of different motor and…”
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Detecting Parkinson’s disease and its cognitive phenotypes via automated semantic analyses of action stories by García, Adolfo M., Escobar-Grisales, Daniel, Vásquez Correa, Juan Camilo, Bocanegra, Yamile, Moreno, Leonardo, Carmona, Jairo, Orozco-Arroyave, Juan Rafael

“…Action-concept outcomes are useful targets to identify Parkinson’s disease (PD) patients and differentiate between those with and without mild cognitive…”
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Evaluation of effectiveness in conversations between humans and chatbots using parallel convolutional neural networks with multiple temporal resolutions by Escobar-Grisales, Daniel, Vásquez-Correa, Juan Camilo, Orozco-Arroyave, Juan Rafael

“…Chatbots enable the automation of several components in customer service and allow the support of multiple users. Despite their multiple advantages, due to the…”
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Classification of Poverty Condition Using Natural Language Processing by Muñetón-Santa, Guberney, Escobar-Grisales, Daniel, López-Pabón, Felipe Orlando, Pérez-Toro, Paula Andrea, Orozco-Arroyave, Juan Rafael

“…This work introduces a methodology to classify between poor and extremely poor people through Natural Language Processing. The approach serves as a baseline to…”
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Perfilamiento de autor en escenarios lingüísticos informales y formales mediante aprendizaje por transferencia by Escobar-Grisales, Daniel, Juan Camilo Vásquez-Correa, Orozco-Arroyave, Juan Rafael

“…El interés en tareas de perfilamiento de autor ha aumentado en la comunidad científica porque las aplicaciones han mostrado éxito en diferentes sectores como…”
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Verificación de identidad en la educación virtual mediante análisis biométrico basado en la dinámica del tecleo by Escobar-Grisales, Daniel, Vásquez-Correa, Juan C, Vargas-Bonilla, Jesús F, Orozco-Arroyave, Juan Rafael

“…La educación virtual se ha convertido en una de las herramientas más utilizadas por los estudiantes en todos los niveles educativos, no solo por la comodidad y…”
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Apkinson : the Smartphone Application for Telemonitoring Parkinson’s Patients Through speech, Gait and Hands Movement by Orozco-Arroyave, Juan Rafael, Vásquez-Correa, Juan Camilo, Klumpp, Philipp, Pérez-Toro, Paula Andrea, Escobar-Grisales, Daniel, Roth, Nils, Ríos-Urrego, Cristian David, Strauss, Martin, Carvajal-Castaño, Helber Andrés, Bayerl, Sebastian, Castrillón-Osorio, Luis Reinel, Arias-Vergara, Tomas, Künderle, Arne, López-Pabón, Felipe Orlando, Parra-Gallego, Luis Felipe, Eskofier, Björn, Gómez-Gómez, Luis Felipe, Schuster, Maria, Nöth, Elmar

“…Aim: This paper introduces Apkinson, a mobile application for motor evaluation and monitoring of Parkinson’s disease patients. Materials & methods: The App is…”
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Gender Recognition in Informal and Formal Language Scenarios via Transfer Learning by Escobar-Grisales, Daniel, Vasquez-Correa, Juan Camilo, Orozco-Arroyave, Juan Rafael

“…The interest in demographic information retrieval based on text data has increased in the research community because applications have shown success in…”
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