Grupo de Investigación en Inteligencia Artificial y Reconocimiento Facial (GIIAR)

Producción científica

Producción científica por año 2015 2019 2020 2021 2022 2023

• 258 Citas
• 8 Índice h
• 23 Contribución de conferencia
• 17 Artículo
• 4 Documento
• 2 Capítulo
• 2 Más
  • 1 Artículo de la conferencia
  • 1 Crítica

Producción científica por año

Producción científica por año

Resultados de la búsqueda

• 2022

  A Framework for Modeling Critical Success Factors in the Selection of Machine Learning Algorithms for Breast Cancer Recognition

  Martinez, M. A. Q., Montenegro Marin, E. R., Landivar, G. E. V. & Vazquez, M. Y. L., 2022, Human Interaction, Emerging Technologies and Future Systems V - Proceedings of the 5th International Virtual Conference on Human Interaction and Emerging Technologies, IHIET 2021 and the 6th IHIET: Future Systems IHIET-FS 2021. Ahram, T. & Taiar, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 874-881 8 p. (Lecture Notes in Networks and Systems; vol. 319).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Learning algorithms 100%
  • Machine learning 88%
  • Software engineering 16%
  1 Cita (Scopus)

• A Machine Learning Model Comparison and Selection Framework for Software Defect Prediction Using VIKOR

  Martinez, M. Á. Q., Martínez Tayupanda, B. A., Camatón Paguay, S. S. & Briones Peñafiel, L. A., 2022, Human Interaction, Emerging Technologies and Future Systems V - Proceedings of the 5th International Virtual Conference on Human Interaction and Emerging Technologies, IHIET 2021 and the 6th IHIET: Future Systems IHIET-FS 2021. Ahram, T. & Taiar, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 890-898 9 p. (Lecture Notes in Networks and Systems; vol. 319).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Machine learning 100%
  • Defects 93%
  • Software engineering 82%
  • Software quality 39%
  • Quality assurance 36%

• Benchmarking Neural Networks Activation Functions for Cancer Detection

  Martinez, M. A. Q., Vernaza, J. R. B., Moran, D. H. P. & Vazquez, M. Y. L., 2022, Human Interaction, Emerging Technologies and Future Systems V - Proceedings of the 5th International Virtual Conference on Human Interaction and Emerging Technologies, IHIET 2021 and the 6th IHIET: Future Systems IHIET-FS 2021. Ahram, T. & Taiar, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 867-873 7 p. (Lecture Notes in Networks and Systems; vol. 319).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Benchmarking 100%
  • Chemical activation 85%
  • Neural networks 58%
  • Function evaluation 27%

• Machine Learning Algorithm Selection for a Clinical Decision Support System Based on a Multicriteria Method

  Landivar, G. E. V., Arambulo, J. A. E., Martinez, M. A. Q. & Vazquez, M. Y. L., 2022, Human Interaction, Emerging Technologies and Future Systems V - Proceedings of the 5th International Virtual Conference on Human Interaction and Emerging Technologies, IHIET 2021 and the 6th IHIET: Future Systems IHIET-FS 2021. Ahram, T. & Taiar, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 1002-1010 9 p. (Lecture Notes in Networks and Systems; vol. 319).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Decision support systems 100%
  • Learning algorithms 80%
  • Machine learning 71%
  • Support vector machines 52%
  • Medicine 32%

• Methodology for the Development of Computer Applications with Augmented Reality in the Tourism Sector

  Rios, M. D. G., Trujillo Villegas, J. J., Martinez, M. A. Q. & Vazquez, M. Y. L., 2022, Human Interaction, Emerging Technologies and Future Systems V - Proceedings of the 5th International Virtual Conference on Human Interaction and Emerging Technologies, IHIET 2021 and the 6th IHIET: Future Systems IHIET-FS 2021. Ahram, T. & Taiar, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 797-804 8 p. (Lecture Notes in Networks and Systems; vol. 319).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Computer applications 100%
  • Tourism 98%
  • Augmented reality 85%
  • Visibility 16%
  • Information management 15%
  1 Cita (Scopus)

• Modeling and Analysis of Critical Success Factors in the Implementation of Second Life in Virtual Classrooms for Teaching in Education Using Fuzzy Cognitive Maps

  Rios, M. D. G., Andrade Loor, K. D., Basantes Villacis, L. C. & Vazquez, M. Y. L., 2022, Human Interaction, Emerging Technologies and Future Systems V - Proceedings of the 5th International Virtual Conference on Human Interaction and Emerging Technologies, IHIET 2021 and the 6th IHIET: Future Systems IHIET-FS 2021. Ahram, T. & Taiar, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 805-813 9 p. (Lecture Notes in Networks and Systems; vol. 319).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Teaching 100%
  • Education 96%
  • Students 63%

• System for Troubleshooting Welded Printed Circuit Boards with Through Hole Technology Using Convolutional Neural Networks and Classic Computer Vision Techniques

  Ramirez-Farfan, A. S. & Quiroz-Martinez, M. A., 2022, Trends in Artificial Intelligence and Computer Engineering - Proceedings of ICAETT 2021. Botto-Tobar, M., S. Gómez, O., Rosero Miranda, R., Díaz Cadena, A., Montes León, S. & Luna-Encalada, W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 199-208 10 p. (Lecture Notes in Networks and Systems; vol. 407 LNNS).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Printed circuit boards 100%
  • Convolutional neural networks 91%
  • Computer vision 84%
  • Inspection 76%
  • Soldering 58%

• Wireless Sensor Network Applied to Precision Agriculture: A Technical Case Study at the Technical University of Manabí

  del Felipe, M. R. C., Vázquez, M. L. & Bermello, J. L. P., 2022, Communication, Smart Technologies and Innovation for Society - Proceedings of CITIS 2021. Rocha, Á., López-López, P. C. & Salgado-Guerrero, J. P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 525-534 10 p. (Smart Innovation, Systems and Technologies; vol. 252).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Precision Agriculture 100%
  • Wireless Sensor Networks 98%
  • Precision agriculture 87%
  • Sensor 72%
  • Crops 68%
  2 Citas (Scopus)
• 2021

  A framework for selecting classification models in the intruder detection system using topsis

  Martinez, M. A. Q., Leon Rugel, D. T., Espinoza Alcivar, C. J. & Vazquez, M. Y. L., 2021, Human Interaction, Emerging Technologies and Future Applications III - Proceedings of the 3rd International Conference on Human Interaction and Emerging Technologies: Future Applications, IHIET 2020. Ahram, T., Taiar, R., Langlois, K. & Choplin, A. (eds.). Springer, p. 173-179 7 p. (Advances in Intelligent Systems and Computing; vol. 1253 AISC).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Intrusion detection 100%
  • Classifiers 69%
  • Monitoring 55%
  9 Citas (Scopus)

• A Framework for Selecting Machine Learning Models Using TOPSIS

  Vazquezl, M. Y. L., Briones Peñafiel, L. A., Sanchez Muñoz, S. X. & Martinez, M. A. Q., 2021, Advances in Artificial Intelligence, Software and Systems Engineering - Proceedings of the AHFE 2020 Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing. Ahram, T. (ed.). Springer, p. 119-126 8 p. (Advances in Intelligent Systems and Computing; vol. 1213 AISC).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Machine learning 100%
  • Decision making 65%
  • Information analysis 58%
  • Scanning 34%
  • Set theory 29%
  10 Citas (Scopus)

• An Efficient Approach for Selecting QoS-Based Web Service Machine Learning Models Using Topsis

  Martinez, M. A. Q., Moncayo Redin, J. L., Castillo, E. D. A. & Peñafiel, L. A. B., 2021, Proceedings of the 27th International Conference on Systems Engineering, ICSEng 2020. Selvaraj, H., Chmaj, G. & Zydek, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 172-182 11 p. (Lecture Notes in Networks and Systems; vol. 182).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Web services 100%
  • Quality of service 85%
  • Machine learning 80%
  • Service oriented architecture (SOA) 23%
  • Consolidation 22%
  1 Cita (Scopus)

• Architectural Design for the Implementation of Learning Analytics: Case Study at Salesian Polytechnic University

  Castro Arias, S. T., Quiroz Martinez, M. A., Leyva Vazquez, M. Y. & Flores Ortiz, A. C., 2021, Advances in Human Factors in Training, Education, and Learning Sciences - Proceedings of the AHFE 2021. Nazir, S., Ahram, T. Z. & Karwowski, W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 260-268 9 p. (Lecture Notes in Networks and Systems; vol. 269).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Architectural design 100%
  • Students 64%
  • Maintainability 16%
  • Teaching 12%
  2 Citas (Scopus)

• Decision Model for QoS in Networking Based on Hierarchical Aggregation of Information

  Leyva Vazquez, M. Y., Quiroz Martinez, M. A., Diaz Sanchez, J. H. & Aguilera Balseca, J. L., 2021, Advances in Artificial Intelligence, Software and Systems Engineering - Proceedings of the AHFE 2020 Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing. Ahram, T. (ed.). Springer, p. 361-368 8 p. (Advances in Intelligent Systems and Computing; vol. 1213 AISC).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Linguistics 100%
  • Agglomeration 91%
  • Quality of service 82%
  • Computer networks 54%
  • Labels 44%
  1 Cita (Scopus)

• Design of an IoT Architecture in Livestock Environments for the Treatment of Information for the Benefit of Cattle

  Martinez, M. A. Q., Rodriguez Zapata, D. M., Rios, M. D. G. & Vazquez, M. Y. L., 2021, Advances in Neuroergonomics and Cognitive Engineering - Proceedings of the AHFE 2021 Virtual Conferences on Neuroergonomics and Cognitive Engineering, Industrial Cognitive Ergonomics and Engineering Psychology, and Cognitive Computing and Internet of Things, 2021. Ayaz, H., Asgher, U. & Paletta, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 442-450 9 p. (Lecture Notes in Networks and Systems; vol. 259).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Internet of things 100%
  • Animals 38%
  • Decision making 28%
  • Health 14%
  • Industry 8%
  2 Citas (Scopus)

• Knowledge Discovery About Cancer Based on Fuzzy Predicates

  Martinez, M. A. Q., Alava, C. R. V., Rios, M. D. G. & Vazquez, M. Y. L., 2021, Advances in Artificial Intelligence, Software and Systems Engineering - Proceedings of the AHFE 2021 Virtual Conferences on Human Factors in Software and Systems Engineering, Artificial Intelligence and Social Computing, and Energy, 2021. Ahram, T. Z., Karwowski, W. & Kalra, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 242-250 9 p. (Lecture Notes in Networks and Systems; vol. 271).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Data mining 100%
  • Principal component analysis 56%
  • Health 44%
  • Sampling 42%
  • Set theory 38%

• Selection of LPWAN Technology for the Adoption and Efficient Use of the IoT in the Rural Areas of the Province of Guayas Using AHP Method

  Martinez, M. A. Q., Loza González, G. A., Rios, M. D. G. & Leyva Vazquez, M. Y., 2021, Advances in Artificial Intelligence, Software and Systems Engineering - Proceedings of the AHFE 2020 Virtual Conferences on Software and Systems Engineering, and Artificial Intelligence and Social Computing. Ahram, T. (ed.). Springer, p. 497-503 7 p. (Advances in Intelligent Systems and Computing; vol. 1213 AISC).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Wide area networks 100%
  • Internet of things 71%
  • Developing countries 22%
  • Decision making 15%
  • Internet 14%
  3 Citas (Scopus)

• Teaching Brooks Law Based on Fuzzy Cognitive Maps and Chatbots

  Martinez, M. A. Q., Arteaga Ramírez, A. F., Arias, S. T. C. & Vazquez, M. Y. L., 2021, Advances in Artificial Intelligence, Software and Systems Engineering - Proceedings of the AHFE 2021 Virtual Conferences on Human Factors in Software and Systems Engineering, Artificial Intelligence and Social Computing, and Energy, 2021. Ahram, T. Z., Karwowski, W. & Kalra, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 251-258 8 p. (Lecture Notes in Networks and Systems; vol. 271).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Teaching 100%
  • Supervised learning 40%
  • Artificial intelligence 33%
  • Fusion reactions 30%
  • Economics 24%
  1 Cita (Scopus)

• Using augmented reality in programming learning: A systematic mapping study

  Rios, M. G. & Paredes-Velasco, M., 21 abr. 2021, Proceedings of the 2021 IEEE Global Engineering Education Conference, EDUCON 2021. Klinger, T., Kollmitzer, C. & Pester, A. (eds.). IEEE Computer Society, p. 1635-1641 7 p. 9454149. (IEEE Global Engineering Education Conference, EDUCON; vol. 2021-April).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Augmented reality 100%
  • Programming 93%
  • programming 74%
  • Students 53%
  • learning 32%
  2 Citas (Scopus)
• 2020

  AHP for a comparative study of tools used for programming learning

  Gómez Rios, M., Castillo Herrera, D. J., Narváez Lucio, K. S. & Leyva Vazquez, M. Y., 2020, Advances in Human Factors in Training, Education, and Learning Sciences - Proceedings of the AHFE 2020 Virtual Conference on Human Factors in Training, Education, and Learning Sciences. Nazir, S., Ahram, T. & Karwowski, W. (eds.). Springer, p. 356-362 7 p. (Advances in Intelligent Systems and Computing; vol. 1211 AISC).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Gamification 100%
  • Students 55%
  2 Citas (Scopus)
• 2019

  Analysis of Security Algorithms for a Distributed Database

  Toapanta Toapanta, S. M., Mendoza Qumi, F. G., Plua Moran, D. H., Tandazo Espinoza, M. G., Mafla Gallegos, L. E. & Maciel Arellano, M. D. R., oct. 2019, Proceedings - 2019 International Conference on Artificial Intelligence and Advanced Manufacturing, AIAM 2019. Institute of Electrical and Electronics Engineers Inc., p. 50-54 5 p. 8950804. (Proceedings - 2019 International Conference on Artificial Intelligence and Advanced Manufacturing, AIAM 2019).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Distributed Databases 100%
  • Encryption 37%
  • Flowchart 25%
  • Cryptography 23%
  • Data Base 17%
  1 Cita (Scopus)

• Augmented reality as a methodology to development of learning in programming

  Gómez Rios, M. D. & Paredes Velasco, M., 1 ene. 2019, Technology Trends - 4th International Conference, CITT 2018, Revised Selected Papers. Botto-Tobar, M., D’Armas, M., Zúñiga Sánchez, M., Zúñiga-Prieto, M. & Pizarro, G. (eds.). Springer Verlag, p. 327-340 14 p. (Communications in Computer and Information Science; vol. 895).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Augmented Reality 100%
  • Augmented reality 56%
  • Programming 50%
  • Learning 49%
  • Students 40%
  8 Citas (Scopus)
• 2018

  How intelligent is the SmartGrid in Ecuador?

  Landivar, G. E. V. & Veas, J. L. L., 17 dic. 2018, 2018 IEEE 3rd Ecuador Technical Chapters Meeting, ETCM 2018. Institute of Electrical and Electronics Engineers Inc., 8580316. (2018 IEEE 3rd Ecuador Technical Chapters Meeting, ETCM 2018).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Smart Grid 100%
  • Electricity 73%
  • Artificial Intelligence 31%
  • Energy 26%
  • High Availability 25%
  1 Cita (Scopus)
• 2017

  Edge detection based on kernel density estimation

  Pereira, O., Torres, E., Garcés, Y. & Rodríguez, R., 2017, Proceedings of the 2017 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2017. Arabnia, H. R., Deligiannidis, L. & Tinetti, F. G. (eds.). CSREA Press, p. 123-128 6 p. (Proceedings of the 2017 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2017).

  Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

  • Edge detection 100%
  • Probability density function 61%
  • Pattern recognition 27%
  • Computer vision 26%
  • Detectors 24%
  6 Citas (Scopus)