Alvaro David Orjuela Cañón, PhD

Resultados de investigaciones

Resultados de investigaciones por año 2010 2019 2020 2021 2022 2022

• 20 Contribución a la conferencia
• 8 Artículo
• 5 Capítulo (revisado por pares)
• 3 Otra contribución
• 4 Más
  • 2 Artículo de la conferencia
  • 2 Editorial

Resultados de investigaciones por año

Resultados de investigaciones por año

Resultados de la búsqueda

• 2022

  Data Fusion Analysis for Determining Localization of Proteins Associated to Escherichia coli

  Orjuela-Canon, A. D., Rodriguez Burbano, D. C. & Perdomo, O., jul. 27 2022, 2022 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2022 - Proceedings. Orjuela-Canon, A. D. (ed.). Institute of Electrical and Electronics Engineers Inc., (2022 IEEE Colombian Conference on Applications of Computational Intelligence (ColCACI)).

  Resultado de la investigación: Capítulo en Libro/Reporte/Conferencia › Contribución a la conferencia

  • Data Fusion 100%
  • Escherichia Coli 90%
  • Escherichia coli 81%
  • Data fusion 68%
  • Protein 67%

• Multilabel and Multiclass Approaches Comparison for Respiratory Sounds Classification

  Gómez, A. F. R. & Orjuela-Cañón, A. D., 2022, Applications of Computational Intelligence . Orjuela-Cañón, A. D., Lopez, J. A., Arias-Londoño, J. D. & Figueroa-García, J. C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 53-62 10 p. (Communications in Computer and Information Science; vol. 1471 CCIS).

  Resultado de la investigación: Capítulo en Libro/Reporte/Conferencia › Contribución a la conferencia

  • Multi-class 100%
  • Multi-class Classification 90%
  • Pulmonary diseases 79%
  • Sound 73%
  • Acoustic waves 61%
• 2021

  Automated Machine Learning Strategies to Damage Identification of Neurofibromatosis Mutations

  Orjuela-Canon, A. D., Figueroa-Garcia, J. C. & Neruda, R., ene. 25 2021, Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021. Wani, M. A., Sethi, I. K., Shi, W., Qu, G., Raicu, D. S. & Jin, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1341-1344 4 p. (Proceedings - 20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021).

  Resultado de la investigación: Capítulo en Libro/Reporte/Conferencia › Contribución a la conferencia

  • Neurofibromatoses 100%
  • Machine Learning 88%
  • Machine learning 57%
  • Proteins 47%
  • Mutation 43%
  2 Citas (Scopus)

• Brain and heart physiological networks analysis employing neural networks granger causality

  Jaimes-Albarracin, A. D., Orjuela-Canon, A. D., Jutinico, A. L., Bazurto, M. A. & Duenas, E., may. 4 2021, 2021 10th International IEEE/EMBS Conference on Neural Engineering, NER 2021. IEEE Computer Society, p. 469-472 4 p. 9441375. (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2021-May).

  Resultado de la investigación: Capítulo en Libro/Reporte/Conferencia › Contribución a la conferencia

  • Electric network analysis 100%
  • Brain 81%
  • Neural networks 59%
  • Pediatrics 33%
  • Nonlinear analysis 27%
  1 Cita (Scopus)

• Characterization and Classification Algorithm for Mammography Images by means of the BIRADS Assessment Categories

  Marquez-Sosa, M. M., Orjuela-Canon, A. D., Lopez, J. M. L. & Cancino, S. L., nov. 2021, 2021 IEEE URUCON, URUCON 2021. 2021 ed. Institute of Electrical and Electronics Engineers Inc., p. 237-241 5 p. (2021 IEEE URUCON, URUCON 2021).

  Resultado de la investigación: Capítulo en Libro/Reporte/Conferencia › Contribución a la conferencia

  • Mammography 100%
  • Imaging techniques 59%
  • Multilayer neural networks 39%
  • Image segmentation 36%
  • Muscle 36%
  1 Cita (Scopus)

• Preliminary Text Analysis from Medical Records for TB Diagnosis Support

  Romero Gomez, A. F., Orjuela-Canon, A. D., Jutinico, A. L., Awad, C., Vergara, E. & Palencia, A., nov. 2021, 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2021. 2021 ed. Institute of Electrical and Electronics Engineers Inc., p. 2468-2471 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

  Resultado de la investigación: Capítulo en Libro/Reporte/Conferencia › Contribución a la conferencia

  • Artificial Intelligence 100%
  • Text processing 93%
  • Natural Language Processing 74%
  • Artificial intelligence 65%
  • Medical Records 62%

• Respiratory Sounds Classification employing a Multi-label Approach

  Romero Gómez, A. F. & Orjuela-Cañón, A. D., may. 26 2021, 2021 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2021 - Proceedings. Orjuela-Canon, A. D. (ed.). Institute of Electrical and Electronics Engineers Inc., 9469042. (2021 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2021 - Proceedings).

  Resultado de la investigación: Capítulo en Libro/Reporte/Conferencia › Contribución a la conferencia

  • Pulmonary diseases 100%
  • Labels 93%
  • Acoustic waves 86%
  • Artificial intelligence 64%
  • Learning algorithms 30%
  3 Citas (Scopus)
• 2020

  Granger Causality Analysis based on Neural Networks Architectures for bivariate cases

  Orjuela-Canon, A. D., Freund, J. A., Jutinico, A. & Cerquera, A., jul. 24 2020, 2020 International Joint Conference on Neural Networks, IJCNN 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9206977. (Proceedings of the International Joint Conference on Neural Networks).

  Resultado de la investigación: Capítulo en Libro/Reporte/Conferencia › Contribución a la conferencia

  • Network architecture 100%
  • Time series 92%
  • Neural networks 64%
  1 Cita (Scopus)

• Machine learning techniques for detecting motor imagery in upper limbs

  Archila, J. S. R. & Orjuela-Canon, A. D., ago. 7 2020, 2020 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2020 - Proceedings. Orjuela-Canon, A. D. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. 9247869. (2020 IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2020 - Proceedings).

  Resultado de la investigación: Capítulo en Libro/Reporte/Conferencia › Contribución a la conferencia

  • Feature Extraction 100%
  • Imagery 94%
  • Machine Learning 84%
  • Frequency Domain 54%
  • Feature extraction 49%

• Nadir Frequency Estimation in Low-Inertia Power Systems

  Chamorro, H. R., Orjuela-Canon, A. D., Ganger, D., Persson, M., Gonzalez-Longatt, F., Sood, V. K. & Martinez, W., jun. 19 2020, 2020 IEEE 29th International Symposium on Industrial Electronics, ISIE 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 918-922 5 p. 9152296. (IEEE International Symposium on Industrial Electronics; vol. 2020-June).

  Resultado de la investigación: Capítulo en Libro/Reporte/Conferencia › Contribución a la conferencia

  • Frequency estimation 100%
  • Predictive control systems 60%
  • Electric power systems 34%
  • Neural networks 24%
  13 Citas (Scopus)

• Neural Network Prediction and Decision Making System for Investment Assets

  Valencia N, C., Sanabria, A., González A, H., Arizmendi P, C. & Orjuela C, D., ago. 11 2020, AETA 2019 - Recent Advances in Electrical Engineering and Related Sciences: Theory and Application. Cortes Tobar, D. F., Hoang Duy, V. & Trong Dao, T. (eds.). 2020 ed. Springer, Vol. 685. p. 262-272 11 p. (Lecture Notes in Electrical Engineering; vol. 685 LNEE).

  Resultado de la investigación: Capítulo en Libro/Reporte/Conferencia › Contribución a la conferencia

  • Time series 100%
  • Decision making 83%
  • Neural networks 70%
  • Gold 62%
  • Statistical Models 52%

• Neural Networks Identification of Eleven Types of Faults in High Voltage Transmission Lines

  Bautista F, L., Valencia N, C., Portilla F, G., Sanabria, A., Pinto, C., González A, H., Arizmendi P, C. & Orjuela C, D., ago. 11 2020, AETA 2019 - Recent Advances in Electrical Engineering and Related Sciences: Theory and Application. Cortes Tobar, D. F., Hoang Duy, V. & Trong Dao, T. (eds.). Springer, Vol. 685. p. 175-184 10 p. (Lecture Notes in Electrical Engineering; vol. 685 LNEE).

  Resultado de la investigación: Capítulo en Libro/Reporte/Conferencia › Contribución a la conferencia

  • Power transmission 100%
  • Electric lines 86%
  • Neural networks 62%
  • Electric potential 53%
  • Multilayer neural networks 53%
• 2019

  A Biomechanical Analysis of Free Squat Exercise Employing Self-Organizing Maps

  Blanco Diaz, C. F., Katerine Quitian González, A., Isaza, S. J. & Orjuela-Cañón, A. D., jun. 2019, 2019 IEEE Colombian Conference on Applications in Computational Intelligence, ColCACI 2019 - Proceedings. Orjuela-Canon, A. D. (ed.). Institute of Electrical and Electronics Engineers Inc., 8781991. (2019 IEEE Colombian Conference on Applications in Computational Intelligence, ColCACI 2019 - Proceedings).

  Resultado de la investigación: Capítulo en Libro/Reporte/Conferencia › Contribución a la conferencia

  • Self organizing maps 100%
  • Visualization 68%
  • Cameras 31%
  1 Cita (Scopus)

• Bayesian Inference for Training of Long Short Term Memory Models in Chaotic Time Series Forecasting

  Rivero, C. R., Pucheta, J., Patiño, D., Puglisi, J. L., Otaño, P., Franco, L., Juarez, G., Gorrostieta, E. & Orjuela-Cañón, A. D., dic. 5 2019, Applications of Computational Intelligence - 2nd IEEE Colombian Conference, ColCACI 2019, Revised Selected Papers. Orjuela-Cañón, A. D., Figueroa-García, J. C. & Arias-Londoño, J. D. (eds.). Springer, p. 197-208 12 p. (Communications in Computer and Information Science; vol. 1096 CCIS).

  Resultado de la investigación: Capítulo en Libro/Reporte/Conferencia › Contribución a la conferencia

  • Time Series Forecasting 100%
  • Chaotic Time Series 95%
  • Memory Model 89%
  • Long short-term memory 73%
  • Bayesian inference 67%
  1 Cita (Scopus)

• On the boundaries of the centroid of a class of fuzzy numbers

  Figueroangarcia, J. C., Orjuelancanon, A. D. & Neruda, R., nov. 2019, 2019 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2019. Institute of Electrical and Electronics Engineers Inc., Vol. 258. p. 130 9037055. (2019 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2019).

  Resultado de la investigación: Capítulo en Libro/Reporte/Conferencia › Contribución a la conferencia
  2 Citas (Scopus)

• Time Series Forecasting using Recurrent Neural Networks modified by Bayesian Inference in the Learning Process

  Rivero, C. R., Pucheta, J., Otaño, P., Orjuela-Cañon, A. D., Patiño, D., Franco, L., Gorrostieta, E., Puglisi, J. L. & Juarez, G., jun. 2019, 2019 IEEE Colombian Conference on Applications in Computational Intelligence, ColCACI 2019 - Proceedings. Orjuela-Canon, A. D. (ed.). Barranquilla: Institute of Electrical and Electronics Engineers Inc., 8781984. (2019 IEEE Colombian Conference on Applications in Computational Intelligence, ColCACI 2019 - Proceedings).

  Resultado de la investigación: Capítulo en Libro/Reporte/Conferencia › Contribución a la conferencia

  • Recurrent neural networks 100%
  • Time series 83%
  • Uncertainty 30%
  • Data storage equipment 14%
  • Neural networks 14%
  3 Citas (Scopus)
• 2014

  Blind source separation from single channel audio recording using ICA algorithms

  Calderon-Piedras, J. S., Orjuela-Canon, A. D. & Sanabria-Quiroga, D. A., sep. 2014, 2014 XIX Symposium on Image, Signal Processing and Artificial Vision.

  Resultado de la investigación: Capítulo en Libro/Reporte/Conferencia › Contribución a la conferencia
  9 Citas (Scopus)
• 2013

  Fuzzy-ART neural networks for triage in pleural tuberculosis

  Orjuela-Canon, A. D. & Seixas, J. D., abr. 2013, 2013 Pan American Health Care Exchanges (PAHCE).

  Resultado de la investigación: Capítulo en Libro/Reporte/Conferencia › Contribución a la conferencia
  5 Citas (Scopus)
• 2012

  State of the art of electricity demand forecasting based on wavelet analisys and a nonlinear autoregressive model NAR

  Moreno-Chaparro, C., Rivas, E., Salcedo-Lagos, J. & Canon, A. O., may. 2012, 2012 Workshop on Engineering Applications.

  Resultado de la investigación: Capítulo en Libro/Reporte/Conferencia › Contribución a la conferencia
  4 Citas (Scopus)
• 2010

  Classification of voice aging using ANN and glottal signal parameters

  Mendoza, L. A. F., Cataldo, E., Vellasco, M., Silva, M. A., Canon, A. D. O. & Seixas, J. M. D., sep. 2010, 2010 IEEE ANDESCON.

  Resultado de la investigación: Capítulo en Libro/Reporte/Conferencia › Contribución a la conferencia
  7 Citas (Scopus)