Publications – Luis Fernando Castillo Ossa

Buitrago, F., Castillo Ossa, L. F., & Arango-López, J. (2023). Automatic detection surface defects based on convolutional neural networks and deflectometry. Expert Systems, e13323. https://doi.org/10.1111/exsy.13323
Robledo Castro, Carolina and Castillo-Ossa, Luis Fernando and Hederich-Martínez, Christian, Effects of a Computational Thinking Intervention Program on Executive Functions in Children Aged from 10 to 11. Available at SSRN: https://ssrn.com/abstract=4095691 or http://dx.doi.org/10.2139/ssrn.4095691
Castrillón, Omar D., Arango, Jaime A., & Ossa, Luis F. Castillo. (2023). Classification of mushrooms through machine learning. Información tecnológica, 34(1), 151-162. https://dx.doi.org/10.4067/S0718-07642023000100151
Guerrero, L.E., Castillo, L.F., Arango-López, J. et al. A systematic review of integrated information theory: a perspective from artificial intelligence and the cognitive sciences. Neural Comput & Applic (2023). https://doi.org/10.1007/s00521-023-08328-z
Robledo-Castro, C., Castillo-Ossa, L.F., Hederich-Martínez, C. (2023). Is It Possible to Improve the Development of Executive Functions in Children by Teaching Computational Thinking?. In: , et al. Methodologies and Intelligent Systems for Technology Enhanced Learning, 12th International Conference. MIS4TEL 2022. Lecture Notes in Networks and Systems, vol 580. Springer, Cham. https://doi.org/10.1007/978-3-031-20617-7_2

Robledo-Castro, C., Castillo-Ossa, L.F. & Corchado, J.M. Artificial Cognitive Systems Applied in Executive Function Stimulation and Rehabilitation Programs: A Systematic Review. Arab J Sci Eng (2022). https://doi.org/10.1007/s13369-022-07292-5
Robledo-Castro, C., Castillo-Ossa, L.F., Hederich-Martínez, C. (2023). Is It Possible to Improve the Development of Executive Functions in Children by Teaching Computational Thinking?. In: , et al. Methodologies and Intelligent Systems for Technology Enhanced Learning, 12th International Conference. MIS4TEL 2022. Lecture Notes in Networks and Systems, vol 580. Springer, Cham. https://doi.org/10.1007/978-3-031-20617-7_2
Gustavo Isaza, Fabián Muñoz, Luis Castillo, Felipe Buitrago, Classifying cybergrooming for child online protection using hybrid machine learning model, Neurocomputing, Volume 484, 2022, Pages 250-259, ISSN 0925-2312, https://doi.org/10.1016/j.neucom.2021.08.148.
Castrillón, Omar Danilo, Arango, Jaime Antero, & Castillo, Luis Fernando. (2022). Análisis de la fertilidad por medio de técnicas de minería datos. Información tecnológica, 33(3), 203-212. https://dx.doi.org/10.4067/S0718-07642022000300203
Castrillón, Omar D., Castillo, Luis F., & Castaño, Carlos E.. (2022). Minería de datos aplicada a la detección de cáncer gástrico. Información tecnológica, 33(4), 151-160. https://dx.doi.org/10.4067/S0718-07642022000400151

Castillo Ossa, L.F.; Chamoso, P.; Arango-López, J.; Pinto-Santos, F.; Isaza, G.A.; Santa-Cruz-González, C.; Ceballos-Marquez, A.; Hernández, G.; Corchado, J.M. A Hybrid Model for COVID-19 Monitoring and Prediction. Electronics 2021, 10, 799. https://doi.org/10.3390/electronics10070799
Osorio, C.A.C., Ossa, L.F.C., Echeverry, G.A.I. (2022). Computational Architecture of IoT Data Analytics for Connected Home Based on Deep Learning. In: Corchado, J.M., Trabelsi, S. (eds) Sustainable Smart Cities and Territories. SSCTIC 2021. Lecture Notes in Networks and Systems, vol 253. Springer, Cham. https://doi.org/10.1007/978-3-030-78901-5_14
Lopez, C.A.; Castillo, L.F.; Corchado, J.M. Discovering the Value Creation System in IoT Ecosystems. Sensors 2021, 21, 328.
Muñoz F., Isaza G., Castillo L. (2021) SMARTSEC4COP: Smart Cyber-Grooming Detection Using Natural Language Processing and Convolutional Neural Networks. In: Dong Y., Herrera-Viedma E., Matsui K., Omatsu S., González Briones A., Rodríguez González S. (eds) Distributed Computing and Artificial Intelligence, 17th International Conference. DCAI 2020. Advances in Intelligent Systems and Computing, vol 1237. Springer, Cham. https://doi.org/10.1007/978-3-030-53036-5_2
Vélez J.I., Castillo L.F., Bedia M.G. (2021) S-COGIT: A Natural Language Processing Tool for Linguistic Analysis of the Social Interaction Between Individuals with Attention-Deficit Disorder. In: Dong Y., Herrera-Viedma E., Matsui K., Omatsu S., González Briones A., Rodríguez González S. (eds) Distributed Computing and Artificial Intelligence, 17th International Conference. DCAI 2020. Advances in Intelligent Systems and Computing, vol 1237. Springer, Cham. https://doi.org/10.1007/978-3-030-53036-5_3
Osorio, C.A.C., Ossa, L.F.C., Echeverry, G.A.I. (2022). Computational Architecture of IoT Data Analytics for Connected Home Based on Deep Learning. In: Corchado, J.M., Trabelsi, S. (eds) Sustainable Smart Cities and Territories. SSCTIC 2021. Lecture Notes in Networks and Systems, vol 253. Springer, Cham. https://doi.org/10.1007/978-3-030-78901-5_14
Vélez-Bedoya, J. I., Castillo-Ossa, L. F., & González-Bedia, M. (2021). Aproximación desde la Inteligencia Artificial a los comportamientos poco predictivos derivados de modelos cognitivos artificiales. Tesis Psicológica, 16(2), 18-31. https://doi.org/10.37511/tesis.v16n2a1

Orozco-Arias, S.; Piña, J.S.; Tabares-Soto, R.; Castillo-Ossa, L.F.; Guyot, R.; Isaza, G. Measuring Performance Metrics of Machine Learning Algorithms for Detecting and Classifying Transposable Elements. Processes 2020, 8, 638.
Muñoz Castaño, Y. Y., Castillo Ossa, L. F., Castrillon Gomez, O. D., Buitrago Carmona, F., & Loaiza Giraldo, S. (2020). Development of an Application for the Prediction of Kitchen Ingredients and Recipes through TensorFlow and Support-Vector Machines. Revista Ingenierías Universidad De Medellín, 19(37), 195-215. https://doi.org/10.22395/rium.v19n37a10
2020 Lopez, C.A., Castillo, L.F. Value creation system in the connected home ecosystem. J Ambient Intelligent Human Comput (2020). https://doi.org/10.1007/s12652-020-01805-6

López, Carlos A., Ferrin, Carlos D., & Castillo, Luis F.. (2019). An Approach for Applying Computer Vision in Refrigerator Quality Control on Assembly Lines. Información tecnológica, 30(2), 143-156. https://dx.doi.org/10.4067/S0718-07642019000200143
Arango-López J., Collazos C.A., Gutiérrez Vela F.L., Castillo L.F. Habib M. F. (2019)Pervasive games in the rehabilitation process: a systematic literature review.REHAB ’19: Proceedings of the 5th Workshop on ICTs for improving Patients Rehabilitation Research TechniquesSeptember 2019 Pages 140–143https://doi.org/10.1145/3364138.3364167

CASTRILLON, Omar D.; CASTANO, Eduardoy CASTILLO, Luis F.. Sistema Predictivo Bayesiano para Detección del Cáncer de Mama. tecnol. [online]. 2018, vol.29, n.3, pp.257-270. ISSN 0718-0764. http://dx.doi.org/10.4067/S0718-07642018000300257.
Lopez-Castaño C., Ferrin-Bolaños C., Castillo-Ossa L. (2019) Computer Vision and the Internet of Things Ecosystem in the Connected Home. In: De La Prieta F., Omatu S., Fernández-Caballero A. (eds) Distributed Computing and Artificial Intelligence, 15th International Conference. DCAI 2018. Advances in Intelligent Systems and Computing, vol 800. Springer, Cham
ARROYAVE, Manuel A.; CASTILLO, Luis F.y ISAZA, Gustavo A.. Análisis de la Interacción Social en Patologías Mentales por Medios Computacionales: Caso de Estudio Asperger y Trastorno por Déficit de Atención. tecnol. [online]. 2018, vol.29, n.2, pp.63-72. ISSN 0718-0764. http://dx.doi.org/10.4067/S0718-07642018000200063.
Carlos A. Lopez C., Carlos D. Ferrin, Luis F. Castillo.Visión por Computador aplicada al control de calidad en procesos de manufactura: seguimiento en tiempo real de refrigeradores. Revista EIA, ISSN 1794-1237 / Año XV / Volumen 15 / Edicion N.30 / Julio-Diciembre 2018 / pp. 57-71.

Barceló-Coblijn L, Serna Salazar D, Isaza G, Castillo Ossa LF, Bedia MG (2017) Netlang: A software for the linguistic analysis of corpora by means of complex networks. PLoS ONE 12(8): e0181341. https://doi.org/10.1371/journal.pone.0181341.
Guillermo Calderón-Mantilla, Alvaro Gaitan-Bustamante and Luis Fernando Castillo-Ossa,A Pipeline Architecture for Inferring and Visualizing Gene Networks from cDNA Microarray Expression Data in Crop Plants,Current Bioinformatics, volume 12, issue , pages 1-7, year 2017, issn 1574-8936/2212-392X, doi 10.2174/1574893612666170727093842.
Arango-López J., Collazos C.A., Gutiérrez Vela F.L., Castillo L.F. (2017) A Systematic Review of Geolocated Pervasive Games: A Perspective from Game Development Methodologies,, Software Metrics and Linked Open Data. In: Marcus A., Wang W. (eds) Design, User Experience, and Usability: Designing Pleasurable Experiences. DUXU 2017. Lecture Notes in Computer Science, vol 10289. Springer, Cham

Lily Jhohana Gil Vásquez, Luis Fernando Castillo Ossa, Rubén Darío Flórez Hurtado. Reconocimiento de comandos de voz en español orientado al control de una silla de ruedas. Revista UIS Ingenierías. Vol 15, numero 2 . 2016.
Glez-Bedia Manuel, Castillo Luis F, Lopez Carolina, Seron Francisco, and Isaza Gustavo, Designing virtual bots for optimizing strategy-game groups. Neurocomputing. ELSEVIER. Impact Factor 2.00 , ISSN: 0925-2312

Gallego JA, Navarro LF, Castillo LF. Aplicación de técnicas de minería de datos en Atención Primaria en Salud (APS) para el análisis de riesgos en mujeres gestantes de la población manizaleña atendida por Assbasalud.Revista Biosalud 2015; 14(2): 71-78. DOI: 10.17151/biosa.2015.14.2.7
Lopez, Carolina; Lopez, Francisco; Gomez, Tomas; Bedia, Manuel G.; Castillo, Luis F.; Lopez, Jeferson Arango, ““Coupling technologies” for didactic proposals,”in Computing Colombian Conference (10CCC), 2015 10th , vol., no., pp.486-490, 21-25 Sept. 2015 doi: 10.1109/ColumbianCC.2015.7333465
Castillo Luis F, Glez-Bedia Manuel, Isaza Gustavo, Velez Jairo, Hacia las Arquitecturas cognitivas conscientes: aplicación en el dominio de los videojuegos. Revista Chilena de Ingeniería. SSN 0718-3291 versión impresa, ISSN 0718-3305 versión en línea. Volumen 23 N° 4, octubre – diciembre 2015.
Isaza Gustavo, Castillo Luis F, Lopez Germán, Arango Jefferson, Vanegas Sergio.GITIRBio: A Semantic and Distributed Service Oriented-Architecture for Bioinformatics Pipeline. Journal of Integrative Bioinformatics JIB (ISSN 1613-4516) is indexed/tracked/covered by PubMed(since 2008),
Castillo, L. F., Bedia, M. G., Lopez, C., Seron, F. J. (2015, June).Collective strategies for virtual environments: Modelling ways to deal with the uncertainty. In Distributed Computing and Artificial Intelligence, 12th International Conference Springer International Publishing. Distributed Computing and Artificial Intelligence, 12th International ConferenceVolume 373 of the series Advances in Intelligent Systems and Computing pp 183-191
Lopez, C., Lopez, F., Castillo, L. F., Bedia, M., Gomez, T., & Aguilera, M. (2015). New Experiments on the nature of the skillfull copying of a draftsman. In Methodologies and Intelligent Systems for Technology Enhanced Learning.Springer International Publishing. [Issue in Process]
Sergio Castaño Sergio, Valencia Daniel, Castillo Luis F, Isaza Gustavo, López Germán, Sánchez Mariana and Arango Jeferson. Ganoderma australe transcriptome analysis with hidden Markov model and Bayesian Inference approaches. 9th International Conference on Practical Applications of Computational Biology & Bioinformatics Advances in Intelligent Systems and Computing . PACBB 2015. ISSN 2194-5357. Publisher Springer International Publishing. [Issue in Process]

Castillo Luis F, Glez-Bedia Manuel, Isaza Gustavo, Velez Jairo, Seron F.J. Development of Believable Bots in Videogames Capable of Learning During Runtime.International Journal of Artificial Intelligence. ISSN 0974-0635- 2014 Spring (March), Volume 12, Number 1 [Issue in Process]
Castillo, L. F., Bedia, M. G., Lopez, C., Seron, F. J., & Isaza, G. (2014, January). Designing Strategies for Improving the Performance of Groups in Collective Environments. In Distributed Computing and Artificial Intelligence, 11th International Conference(pp. 243-250). Springer International Publishing.
Lopez, C., Lopez, F., Castillo, L. F., Bedia, M., Gomez, T., & Aguilera, M. (2014). Psychometric Tests in the Field of Drawing Based in Timing Measurements. In Methodologies and Intelligent Systems for Technology Enhanced Learning(pp. 101-108). Springer International Publishing.