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ORCIDCITI 2023: Guayaquil, Ecuador
- Rafael Valencia-García
, Martha Bucaram-Leverone, Javier del Cioppo-Morstadt, Néstor Vera-Lucio, Pablo Humberto Centanaro-Quiroz:
Technologies and Innovation - 9th International Conference, CITI 2023, Guayaquil, Ecuador, November 13-16, 2023, Proceedings. Communications in Computer and Information Science 1873, Springer 2023, ISBN 978-3-031-45681-7
Machine Learning
- Clifton Clunie, Henry Acosta, Hector Mendieta, Henry Lezcano-Pittí, Denis Cedeño-Moreno, Luis Mendoza-Pittí, Huriviades Calderón-Gómez, Aristides Villarreal-Bravo, Miguel Vargas-Lombardo, Boris Salvatierra-Gómez:
Towards a Model for the Detection of Firearms using Machine Learning Algorithms: A Case Study. 3-13 - Vanessa Vergara-Lozano, Katty Lagos-Ortiz, Jenny Chavez-Urbina, Christian Rochina García:
Logistic Regression Model to Predict the Risk of Contagion of COVID-19 in Patients with Associated Morbidity Using Supervised Machine Learning. 14-26 - Mitchell Vásquez-Bermúdez, Maritza Aguirre-Munizaga, Jorge Hidalgo-Larrea:
Analysis of CoI Presence Indicators in a Moodle Forum Using Unsupervised Learning Techniques. 27-38 - Juan Antonio Murillo Vargas, Eduardo de la Cruz-Gámez, Mario Hernández-Hernández, Francisco Javier Gutiérrez Mata, Antonio Alfonso Rodríguez Rosales, Miguel Herraiz-Sarachaga:
Development of an Intelligent Web System for the Analysis of Data in the F2 Layer of the Ionosphere Using Machine Learning Techniques and Its Implementation as Potential Earthquake Precursors. 39-53 - Charles M. Pérez-Espinoza, Darwin Pow Chon Long, Jorge Lopez, Genesis Rodriguez Chalén:
Recurrent Neural Networks (RNN) to Predict the Curve of COVID-19 in Ecuador During the El Niño Phenomenon. 54-66 - Daniel Nuñez-Agurto, Walter Fuertes, Luis Marrone, Eduardo Benavides-Astudillo, Mitchell Vásquez-Bermúdez:
Traffic Classification in Software-Defined Networking by Employing Deep Learning Techniques: A Systematic Literature Review. 67-80 - Clifton Clunie, Gloris Batista-Mendoza, Denis Cedeño-Moreno, Huriviades Calderón-Gómez, Luis Mendoza-Pittí, Cristian Moreno de la Cruz, Miguel Vargas-Lombardo:
Use of Data Mining Strategies in Environmental Parameters in Poultry Farms, a Case Study. 81-94
Natural Language Processing and Semantic Web
- Mariano Gibran Montero-Colio, María del Pilar Salas-Zárate, Mario Andrés Paredes-Valverde:
A First Approach to the Classification of Adverse Drug Effects on Twitter Through Machine Learning. 97-108 - José Antonio García-Díaz, Camilo Caparrós-Laiz, David Santiago García-Chicangana, Carlos Díaz-Morales, David Barbáchano, Mario Andrés Paredes-Valverde, Juan Miguel Gómez-Berbís, Rafael Valencia-García:
SafercITies. Intelligent System for the Analysis and Monitoring of Citizen Security. 109-122 - Denis Cedeño-Moreno, Miguel Vargas-Lombardo, Nila Navarro:
Automatic Classification of Tweets Identifying Mental Health Conditions in Central American Population in a Pandemic. 123-137 - Mohammad Ali Hussiny, Mohammad Arif Payenda, Abdul Razaq Vahidi:
SentiDariPers: Sentiment Analysis of Dari-Persian Tweets Based on People's Views and Opinion. 138-156 - Julia Rogushina, Anatoly Y. Gladun, Rafael Valencia-García:
Reuse of Ontological Knowledge in Open Science: Models, Sources, Repositories. 157-172 - Ronghao Pan, José Antonio García-Díaz, Diego Roldán, Rafael Valencia-García:
Knowledge Graph for Retail Commerce. 173-185 - Arturo Orlando Hernandez Barrera, José Antonio Montero-Valverde, José Luis Hernández-Hernández, Miriam Martinez-Arroyo, Eduardo de la Cruz-Gámez:
Automated Creation of a Repository for Learning Words in the Area of Computer Science by Keyword Extraction Methods and Text Classification. 186-203
Computer Vision
- Juan Carlos Dorantes Jiménez, José Antonio Montero-Valverde, Miriam Martinez-Arroyo, Juan Miguel Hernández-Bravo, José Luis Hernández-Hernández:
Automatic Identification of Hermaphrodite Papaya Applying Computer Vision and Machine Learning. 207-219 - José Antonio Montero-Valverde, Verónica Denisse Organista-Vázquez, Miriam Martinez-Arroyo, Eduardo de la Cruz-Gámez, José Luis Hernández-Hernández, Juan Miguel Hernández-Bravo, Mario Hernández-Hernández:
Automatic Detection of Melanoma in Human Skin Lesions. 220-234 - Mario Cardenas-Rodriguez, Oscar Bermeo-Almeida, Enrique Ferruzola-Gómez, Verónica Guevara-Arias, William Bazán-Vera:
Information Systems Based on Computer Vision for the Control of Sigatoka Black Disease in Bananas. 235-247
Knowledge-Based Systems
- César-A. Guerrero-Velástegui, Ruth Infante-Paredes, Carlos Mejía-Vayas, Pamela Silva-Arcos:
Bibliometric Analysis Based on Scientific Mapping in the Use of Digital Marketing Strategies. 251-264 - Carina Arroba, Eulalia Becerra, John Espinoza, Jorge Buele:
Innovating Chemistry Education: Integrating Cultural Knowledge through a Practical Guide and Augmented Reality. 265-276 - Gary Reyes, Laura Lanzarini, César Estrebou, Aurelio Fernández Bariviera, Víctor Maquilón:
Evaluation of a Grid for the Identification of Traffic Congestion Patterns. 277-290
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