GiBiome

Research output

Research output per year 1997 2020 2021 2023

• 479 Citations
• 10 h-index
• 45 Article
• 29 Conference contribution
• 11 Chapter (peer-reviewed)
• 10 Chapter
• 33 More
  • 6 Paper
  • 5 Book
  • 5 Conference article
  • 4 Working paper
  • 3 Poster
  • 3 Review article
  • 3 Other contribution
  • 1 Other report
  • 1 Abstract
  • 1 Editorial
  • 1 Industrial Design

Research output per year

Research output per year

Search results

• 2023

  Editorial

  Orjuela-Cañón, A. D., Arias-Londoño, J. D., Lopez, J. A. & Figueroa-García, J. C., 2023, Applications of Computational Intelligence. 2023 ed. Vol. 1746. p. vi (Communications in Computer and Information Science).

  Research output: Chapter in Book/Report › Chapter

• Escherichia coli: Analysis of Features for Protein Localization Classification Employing Fusion Data: Analysis of Features for Protein Localization Classification Employing Fusion Data

  Orjuela-Cañon, A. D., Rodriguez, D. C. & Perdomo, O., Jan 1 2023, Applications of Computational Intelligence - 5th IEEE Colombian Conference, ColCACI 2022, Revised Selected Papers. Orjuela-Cañón, A. D., Lopez, J., Arias-Londoño, J. D. & Figueroa-García, J. C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 31-43 13 p. (Communications in Computer and Information Science; vol. 1746 CCIS).

  Research output: Chapter in Book/Report › Chapter

  • Data Fusion 100%
  • Escherichia Coli 90%
  • Escherichia coli 81%
  • Fusion 69%
  • Data fusion 68%
• 2022

  A hands-on activity to teach the osmosis phenomenon

  Rodriguez Duenas, W. R., Bernal Muñoz, H. A. & Rodriguez Burbano, D. C., Jun 1 2022, In: American Journal of Physiology - Advances in Physiology Education. 46, 2, p. 251-258 8 p., 46.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Osmosis 100%
  • Equipment and Supplies 38%
  • Students 33%
  • Biomedical Engineering 22%
  • functionality 20%
  2 Scopus citations

• Bioactivity Predictors for the Inhibition of Staphylococcus Aureus Quinolone Resistance Protein

  Campos, M. S. R., López, D. A. G., Rivera, J. A. C., Rodriguez, D. C., Perdomo, O. J. & Orjuela-Cañon, A. D., 2022, Applied Computer Sciences in Engineering - 9th Workshop on Engineering Applications, WEA 2022, Proceedings. Figueroa-García, J. C., Franco, C., Díaz-Gutierrez, Y. & Hernández-Pérez, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 31-40 10 p. (Communications in Computer and Information Science; vol. 1685 CCIS).

  Research output: Chapter in Book/Report › Conference contribution

  • Staphylococcus aureus 100%
  • Antibiotics 91%
  • Bioactivity 84%
  • Resistance 66%
  • Protein 65%
  1 Scopus citations

• Decoding EEG rhythms offline and online during motor imagery for standing and sitting based on a brain-computer interface

  Triana-Guzman, N., Orjuela-Cañon, A. D., Jutinico, A. L., Mendoza-Montoya, O. & Antelis, J. M., Sep 2 2022, In: Frontiers in Neuroinformatics. 16, p. 961089 961089.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Brain-Computer Interfaces 100%
  • Brain computer interface 84%
  • Sitting Position 77%
  • Electroencephalography 70%
  • Decoding 62%
  4 Scopus citations

• Desarrollo de un sistema de localización en tiempo real enfocado a la seguridad de pacientes bajo un entorno hospitalario.

  Sarmiento Rojas, J. S., Aya Parra, P. A., Martinez Rodriguez, A., Vallejo Silva, A. & Irreño, J., Oct 27 2022.

  Research output: Contribution to conference › Poster › peer-review

• Etiology of Macular Edema Defined by Deep Learning in Optical Coherence Tomography Scans

  Padilla-Pantoja, F. D., Sanchez, Y. D., Quijano-Nieto, B. A., Perdomo, O. J. & Gonzalez, F. A., Sep 28 2022, In: Translational vision science & technology. 11, 9, p. 29 1 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Deep Learning 100%
  • Optical tomography 99%
  • Macular Edema 83%
  • Optical Coherence Tomography 72%
  • Biomarkers 67%
  2 Scopus citations

• Model for Determination of Musculoskeletal Disorder Cost/Benefit: Base for Strategy for Implementation of a Preventive DME Program for a Company

  Castillo-Martínez, J. A. & Andres, F. G. S., Jan 1 2022, Ergonomics and Business Policies for the Promotion of Well-Being in the Workplace. Hershey PA, USA 17033: IGI Global Publishing, Vol. 1. p. 173 -192 20 p. (Advances in Human Resources Management and Organizational Development).

  Research output: Chapter in Book/Report › Chapter

  • Industry 100%
  • Economics 97%
  • Costs 87%
  • Productivity 60%

• Multilabel and Multiclass Approaches Comparison for Respiratory Sounds Classification

  Gómez, A. F. R. & Orjuela-Cañón, A. D., Jan 1 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).

  Research output: Chapter in Book/Report › Chapter

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

• Multi-task deep learning for glaucoma detection from color fundus images

  Pascal, L., Perdomo, O. J., Bost, X., Huet, B., Otálora, S. & Zuluaga, M. A., Jul 20 2022, In: Scientific Reports. 12, 1, p. 12361 12361.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Deep Learning 100%
  • Glaucoma 68%
  • Color 60%
  • Psychological Generalization 23%
  • Eye 22%
  8 Scopus citations

• Preface

  Orjuela-Cañón, A. D., Arias-Londoño, J. D., Lopez, J. A. & Figueroa-García, J. C., 2022, Communications in Computer and Information Science, 1471, p. v-vi.

  Research output: Contribution to specialist publication › Editorial

• Proposal of Design and Innovation in the Creation of the Internet of Medical Things Based on the CDIO Model through the Methodology of Problem-Based Learning

  Sarmiento-Rojas, J., Aya-Parra, P. A. & Perdomo, O. J., Nov 20 2022, In: Sensors. 22, 22, 8979.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Internet of Things 100%
  • Problem-Based Learning 73%
  • learning 60%
  • education 54%
  • proposals 52%
  1 Scopus citations
• 2021

  A data-driven approach to physical fatigue management using wearable sensors to classify four diagnostic fatigue states

  Pinto-Bernal, M. J., Cifuentes, C. A., Perdomo, O., Rincón-Roncancio, M. & Múnera, M., Sep 25 2021, In: Sensors. 21, 19, 6401.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Classifier 100%
  • Wearable sensors 90%
  • physical exercise 86%
  • machine learning 61%
  • Fatigue 61%
  8 Scopus citations

• A deep learning model for classification of diabetic retinopathy in eye fundus images based on retinal lesion detection

  DelaPava, M., Ríos, H., Rodríguez, F. J., Perdomo, O. J. & González, F. A., 2021.

  Research output: Contribution to conference › Paper › peer-review

  • Ocular 100%
  • Retinal 89%
  • learning 84%
  • lesions 84%
  • Learning 70%
  1 Scopus citations

• Automated Machine Learning Strategies to Damage Identification of Neurofibromatosis Mutations

  Orjuela-Canon, A. D., Figueroa-Garcia, J. C. & Neruda, R., Jan 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).

  Research output: Chapter in Book/Report › Conference contribution

  • Neurofibromatoses 100%
  • Machine Learning 88%
  • Machine learning 57%
  • Proteins 47%
  • Mutation 43%
  2 Scopus citations

• 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).

  Research output: Chapter in Book/Report › Conference contribution

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

• 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).

  Research output: Chapter in Book/Report › Conference contribution

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

• Clasificación de la posición angular en flexoextensión de la muñeca a partir de señales EMG

  Translated title of the contribution: Classification of the angular position during wrist flexion extension based on emg signalsFajardo-Perdomo, M. A., Guardo-Gómez, V., Orjuela-Cañon, A. D. & Ruiz-Olaya, A. F., May 27 2021, In: Ingenieria y Universidad. 25

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Pattern recognition 100%
  • Multilayer neural networks 38%
  • Patient rehabilitation 35%
  • Wavelet transforms 34%
  • Neural networks 22%
  1 Scopus citations

• Clustering Proposal Support for the COVID-19 Making Decision Process in a Data Demanding Scenario

  Orjuela-Cañón, A. D. & Perdomo Charry, O. J., Jun 10 2021, IEEE Latin America Transactions, 19, 6, p. 1041 - 1049 8 p.

  Research output: Contribution to specialist publication › Article
  2 Scopus citations

• Comparing the biomechanical and perceived exertion imposed on workers when using manual mechanical and powered cargo management systems during ladder loading and unloading tasks

  Miguel Cruz, A., Murphy, J., Kaur Chohan, A., Quiroga Torres, D. A., Izquierdo Martinez, L. C., Rincon Martinez, D. C., Liu, L. & Rios Rincon, A. M., Nov 2021, In: International Journal of Industrial Ergonomics. p. 1 13 p., 103199.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  2 Scopus citations

• Data-driven trajectory prediction of grid power frequency based on neural models

  Chamorro, H. R., Orjuela-Cañón, A. D., Ganger, D., Persson, M., Gonzalez-Longatt, F., Alvarado-Barrios, L., Sood, V. K. & Martinez, W., Jan 12 2021, In: Electronics (Switzerland). 10, 2, p. 1-21 21 p., 151.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Phasor measurement units 100%
  • Electric power systems 69%
  • Trajectories 57%
  • Long short-term memory 47%
  • Frequency response 37%
  9 Scopus citations

• Design and Implementation of an Internet of Things (IoT) Architecture for the Acquisition of Relevant Variables in the Study of Failures in Medical Equipment: A Case Study

  Sarmiento Rojas, J. S., Aya Parra, P. A., Quiroga Torres, D. A. & Miguel Cruz, A., Nov 26 2021, (E-pub ahead of print) Internet of Things and Its Applications. Springer, p. 81 99 p. (EAI/Springer Innovations in Communication and Computing).

  Research output: Chapter in Book/Report › Chapter (peer-reviewed) › peer-review

• Encapsulación de puntos de carbono en un hidrogel basado en alginato: Prueba de concepto de liberación controlada de fármacos

  Rodriguez Burbano, D. C., Rojas Suarez, K. L. & Munera Ramírez, M. C., 2021, 84 p.

  Research output: Work of Creation › Other contribution

  Open Access

• Information and Communication Technologies for Managing Frailty: A Systematic Literature Review

  Miguel Cruz, A., Monsalve, L., Ladurner, A-M., Jaime, L. F., Wang, D. & Quiroga Torres, D. A., May 23 2021, In: Aging and Disease. 12, 3, p. 914-933 20 p.

  Research output: Contribution to journal › Review article › peer-review
  7 Scopus citations

  17 Downloads (Pure)

• Intensive Care Unit Occupancy Time Series Forecasting for COVID-19 Pandemic

  Orjuela-Canon, A. D., Perdomo, O., Mendoza, L. & Valencia, C. H., 2021.

  Research output: Contribution to conference › Paper › peer-review

  • Intensive care units 100%
  • Pandemics 80%
  • Time series 64%
  • Intensive Care Units 62%
  • Error 56%

• Machine learning approach for fatigue estimation in sit-to-stand exercise

  Aguirre, A., Pinto, M. J., Cifuentes, C. A., Perdomo, O., Díaz, C. A. R. & Múnera, M., Jul 23 2021, In: Sensors. 21, 15, 5006.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Kinematics 100%
  • machine learning 90%
  • physical exercise 84%
  • Machine Learning 81%
  • Fatigue 60%
  10 Scopus citations

• Machine Learning Techniques to Determine Mutation Impact in Proteins Associated to Neurofibromatosis

  Pinto, H. R., Tellez Silva, T. & Orjuela-Canon, A. D., May 11 2021, In: 2021 IEEE Latin American Conference on Computational Intelligence (LA-CCI). 2021, p. 1-4 4 p.

  Research output: Contribution to journal › Conference article › peer-review

• Modelación de series de tiempo para la predicción del uso de camas de unidades de cuidado intensivo asociado a la COVID-19

  Perdomo Charry, O. J. & Orjuela-Cañón, A. D., Nov 2021, p. 146-323.

  Research output: Contribution to conference › Abstract

• Monitoring and Evaluation of People in Indoors and Outdoors Using Deep Learning

  Cruz, B. S., Aguía, K. & Perdomo, O. J., Dec 10 2021.

  Research output: Contribution to conference › Paper › peer-review

  • learning 100%
  • health 97%
  • Monitoring 93%
  • Learning 83%
  • Deep learning 82%

• 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).

  Research output: Chapter in Book/Report › Conference contribution

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

• Robust kalman filter for tuberculosis incidence time series forecasting

  Jutinico, A. L., Vergara, E., Garciá, C. E. A., Palencia, M. A. & Orjuela-Cañon, A. D., 2021, In: IFAC-PapersOnLine. 54, 15, p. 424-429 6 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Kalman filters 100%
  • Time series 93%
  • Health 26%
  3 Scopus citations

• Síntesis de una nanoplataforma basada en puntos de carbono funcionalizados con curcumina

  Rodriguez Burbano, D. C., Vargas Buitrago, L. C. & Ramírez-Clavijo, S., 2021, 45 p.

  Research output: Work of Creation › Other contribution

  Open Access

• Síntesis y caracterización de un hidrogel electroresponsivo para un sistema de liberación controlada de fármacos

  Rodriguez Burbano, D. C., Munera Ramírez, M. C. & Téllez Roncancio, L. C., 2021, 53 p.

  Research output: Work of Creation › Other contribution

  Open Access

• SOCIAL SKILLS ASSISTIVE TECHNOLOGY

  Martinez Rodriguez, A., Rodriguez Duenas, W. R. & Vallejo Silva, A., Oct 18 2021.

  Research output: Contribution to conference › Poster › peer-review

• The effects of kinesthetic and visual motor imagery on interjoint coordination in the hemiplegic index finger: an experimental study using the index of temporal coordination

  O'Brien, J., Bracewell, R. M. & Castillo, J. A., May 7 2021, In: Brazilian Journal of Occupational Therapy. 29, 2021, p. 1-21 22 p., e2170.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Fingers 100%
  • Upper Extremity 99%
  • stroke 50%
  • Paresis 46%
  • Stroke 29%
  1 Scopus citations

• Time and Frequency Domain Features Extraction Comparison for Motor Imagery Detection

  Orjuela-Cañón, A. D. & Archila, J. S. R., Feb 26 2021, Applications of Computational Intelligence . Orjuela-Cañón, A. D., Lopez, J., Arias-Londoño, J. D. & Figueroa-García, J. C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 77-87 11 p. (Communications in Computer and Information Science; vol. 1346).

  Research output: Chapter in Book/Report › Chapter (peer-reviewed) › peer-review

  • Feature Extraction 100%
  • Imagery 98%
  • Frequency Domain 70%
  • Time Domain 69%
  • Feature extraction 51%

• What You Need to Know About Artificial Intelligence: Technical Introduction

  Perdomo Charry, O. J., Toledo-Cortés, S., Orjuela-Cañón, A. D. & González-Osorio, F. A., Apr 23 2021, Artificial Intelligence and Ophthalmology. Springer, p. 13-25 13 p. 2. ( Current Practices in Ophthalmology).

  Research output: Chapter in Book/Report › Chapter

  • Artificial intelligence 100%
  • Deep learning 50%
  • Machine learning 41%
  • Decision making 41%
  10 Downloads (Pure)
• 2020

  A Conditional Generative Adversarial Network-Based Method for Eye Fundus Image Quality Enhancement

  Pérez, A. D., Perdomo, O., Rios, H., Rodríguez, F. & González, F. A., Nov 20 2020, Ophthalmic Medical Image Analysis - 7th International Workshop, OMIA 2020, Held in Conjunction with MICCAI 2020, Proceedings. Fu, H., Garvin, M. K., MacGillivray, T., Xu, Y. & Zheng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 12069. p. 185-194 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12069 LNCS).

  Research output: Chapter in Book/Report › Chapter (peer-reviewed) › peer-review

  • Image Quality 100%
  • Enhancement 72%
  • Image quality 57%
  • Brightness 15%
  • Annotation 14%
  8 Scopus citations

• A lightweight deep learning model for mobile eye fundus image quality assessment

  Pérez, A. D., Perdomo Charry, O. J. & González, F. A., Jan 3 2020, 15th International Symposium on Medical Information Processing and Analysis. Romero, E., Lepore, N. & Brieva, J. (eds.). SPIE, 113300K. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11330).

  Research output: Chapter in Book/Report › Chapter (peer-reviewed) › peer-review

  • Image Quality Assessment 100%
  • Image Quality 77%
  • Ocular 62%
  • Image Acquisition 57%
  • learning 52%
  10 Scopus citations

• Automatic estimation of pose and falls in videos using computer vision model

  Calvache Briceño, D. A., Bernal, H. A., Guarín, J. F., Aguía, K., Orjuela-Cañón, A. D. & Perdomo, O. J., Nov 3 2020, 16th International Symposium on Medical Information Processing and Analysis. Romero, E., Lepore, N., Brieva, J. & Linguraru, M. (eds.). SPIE, 115830W. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11583).

  Research output: Chapter in Book/Report › Chapter (peer-reviewed) › peer-review

  • computer vision 100%
  • Computer Vision 91%
  • Pose Estimation 86%
  • markers 84%
  • Person 79%
  3 Scopus citations

• Device Validation to Monitor Speed in High Performance Roller Skaters Through the Internet of Things (IoT)

  Wilches-Castellanos, P. A., Quiroga-Torres, D. A., Aya-Parra, P. A. & Sarmiento-Rojas, J., Jan 1 2020, 8th Latin American Conference on Biomedical Engineering and 42nd National Conference on Biomedical Engineering - Proceedings of CLAIB-CNIB 2019. González Díaz, C. A., Chapa González, C., Laciar Leber, E., Vélez, H. A., Puente, N. P., Flores, D-L., Andrade, A. O., Galván, H. A., Martínez, F., García, R., Trujillo, C. J. & Mejía, A. R. (eds.). Springer, p. 1320-1325 6 p. (IFMBE Proceedings; vol. 75).

  Research output: Chapter in Book/Report › Conference contribution

  • Hall Effect 100%
  • Instrumentation 67%
  • Internet of things 58%
  • Velocity 58%
  • Error 52%
  2 Scopus citations

• 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).

  Research output: Chapter in Book/Report › Conference contribution

  • Network architecture 100%
  • Time series 92%
  • Neural networks 64%
  1 Scopus citations

• How can technology assist occupational voice users?

  Rodriguez Duenas, W. R., Sarmiento-Rojas, J. S., Gómez Medina, M. F. & Espitia Rojas, G. V., Dec 11 2020, In: Disability and Rehabilitation: Assistive Technology. 10 p., https://doi.org/10.1080/17483107.2020.1855264.

  Research output: Contribution to journal › Article › peer-review

• How to Improve Learning in Biomedical Engineering Students from an Integrated and Formative Evaluation

  Rodríguez Dueñas, W. R., 2020, 8th Latin American Conference on Biomedical Engineering and 42nd National Conference on Biomedical Engineering - Proceedings of CLAIB-CNIB 2019. González Díaz, C. A., Chapa González, C., Laciar Leber, E., Vélez, H. A., Puente, N. P., Flores, D-L., Andrade, A. O., Galván, H. A., Martínez, F., García, R., Trujillo, C. J. & Mejía, A. R. (eds.). Springer, p. 1472-1477 6 p. (IFMBE Proceedings; vol. 75).

  Research output: Chapter in Book/Report › Conference contribution

  • Biomedical engineering 100%
  • Students 56%
  • Biophysics 40%
  • Engineering education 29%
  • Feedback 15%

• Hybrid Deep Learning Gaussian Process for Diabetic Retinopathy Diagnosis and Uncertainty Quantification

  Toledo-Cortés, S., de la Pava, M., Perdomo Charry, O. J. & González, F. A., Nov 20 2020, Ophthalmic Medical Image Analysis - 7th International Workshop, OMIA 2020, Held in Conjunction with MICCAI 2020, Proceedings. Fu, H., Garvin, M. K., MacGillivray, T., Xu, Y. & Zheng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 206-215 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12069 LNCS).

  Research output: Chapter in Book/Report › Chapter (peer-reviewed) › peer-review

  • Hybrid Learning 100%
  • Learning Process 66%
  • Uncertainty Quantification 64%
  • Gaussian Process 47%
  • Deep learning 43%
  10 Scopus citations

• Machine learning techniques for detecting motor imagery in upper limbs

  Archila, J. S. R. & Orjuela-Canon, A. D., Aug 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).

  Research output: Chapter in Book/Report › Conference contribution

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

• Monitoring of Critical Variables in the Imaging Service from the Internet of Things (IoT)

  Cadena, O. P., Preciado, C. G., Cruz, A. N., Hernández, N. P. C., Beltran, A., Sarmiento-Rojas, J., Quiroga-Torres, D. A., Perdomo Charry, O. J. & Aya-Parra, P. A., Jan 1 2020, 8th Latin American Conference on Biomedical Engineering and 42nd National Conference on Biomedical Engineering - Proceedings of CLAIB-CNIB 2019. González Díaz, C. A., Chapa González, C., Laciar Leber, E., Vélez, H. A., Puente, N. P., Flores, D-L., Andrade, A. O., Galván, H. A., Martínez, F., García, R., Trujillo, C. J. & Mejía, A. R. (eds.). Springer, p. 1326-1332 7 p. (IFMBE Proceedings; vol. 75).

  Research output: Chapter in Book/Report › Conference contribution

  • Tomography 100%
  • Communication 94%
  • Internet of things 87%
  • Imaging techniques 79%
  • Biomedical equipment 75%
  1 Scopus citations

• 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).

  Research output: Chapter in Book/Report › Conference contribution

  • Frequency estimation 100%
  • Predictive control systems 60%
  • Electric power systems 34%
  • Neural networks 24%
  15 Scopus citations

• Neural Network Prediction and Decision Making System for Investment Assets

  Valencia N, C., Sanabria, A., González A, H., Arizmendi P, C. & Orjuela C, D., Aug 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).

  Research output: Chapter in Book/Report › Conference contribution

  • 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., Aug 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).

  Research output: Chapter in Book/Report › Conference contribution

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