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Dirección de Estudios de Posgrado

López Nava Irvin Hussein

Departamento:Ciencias de la Computación
División:Física Aplicada
SNI:I
Graduado en:Instituto Nacional de Astrofísica, Optica y Electrónica
hussein@cicese.mx
23457
https://orcid.org/0000-0003-3979-9465
Publicaciones

Gortarez Pelayo, J. J., Morfín Chávez, R. F., & López Nava, I. H. (2023, Noviembre). DAKTILOS: An Interactive Platform for Teaching Mexican Sign Language (LSM). 15th International Conference on Ubiquitous Computing and Ambient Intelligence. Cancún, México (ID: 29651)
Lozano De la Parra, E. A., Sánches Torres, C. E., López Nava, I. H., & Favela Vara, J. (2023, Noviembre). An Open Framework for Nonverbal Communication in Human-Robot Interaction. 15th International Conference on Ubiquitous Computing and Ambient Intelligence. Cancún, México (ID: 29652)
Morfín Chávez, R. F., Gortarez Pelayo, J. J., & López Nava, I. H. (2023, Noviembre). Fingerspelling Recognition in Mexican Sign Language (LSM) Using Machine Learning. Mexican International Conference on Artificial Intelligence. Mérida, México (ID: 29650)
Ponce León, E., & López Nava, I. H. (2023, Septiembre). CICESE at DA-VINCIS 2023: Violent Events Detection in Twitter using Data Augmentation Techniques. Iberian Languages Evaluation Forum 2023. Jaén, España (ID: 29648)
Konios, A., Khan, Y. I., Garcia Constantino, M., & López Nava, I. H. (2023, Julio). A Modular Framework for Modelling and Verification of Activities in Ambient Intelligent Systems. International Conference on Human-Computer Interaction 2023. Copenhage, Dinamarca (ID: 29649)
Raygoza Romero, J. M., López Nava, I. H., & Ramírez Vélez, J. C. (2023, Junio). Estimation of Stokes Parameters Using Deep Neural Networks. 15th Mexican Conference on Pattern Recognition (MCPR2023). Tepic, México (ID: 28825)
López Nava, I. H., & Altamirano Flores, Y. V. (2022, Diciembre). Approach to a lower body gait generation model using a deep convolutional generative adversarial network. 14th International Conference on Ubiquitous Computing and Ambient Intelligence. Córdoba, España (ID: 28696)
López Nava, I. H., García Pérez, S., & Rodríguez Urrea, M. D. (2022, Diciembre). Towards recognition of driver drowsiness states by using ECG signals. 14th International Conference on Ubiquitous Computing and Ambient Intelligence. Córdoba, España (ID: 28695)
Vera Uribe, E., Rodríguez Urrea, M. D., Armenta, J., & López Nava, I. H. (2022, Noviembre). Validity of Using a Driving Game Simulator to Study the Visual Attention Differences in Young and Older Adults. 14th International Conference on Ubiquitous Computing and Ambient Intelligence. Córdoba, España (ID: 28698)
Altamirano Flores, Y. V., López Nava, I. H., González, I., Dobrescu, C., & Carneros Prado, D. (2022, Noviembre). Emotion recognition from human gait using machine learning algorithms. 14th International Conference on Ubiquitous Computing and Ambient Intelligence. Córdoba, España (ID: 28694)
Garcia Constantino, M., Konios, A., López Nava, I. H., Pouliet, P., Ekerete, I., Mustafa A., M., Nugent, C., & Morrison, G. (2022, Noviembre). Analysis of Accelerometer Data for Personalised Abnormal Behaviour Detection in Activities of Daily Living. 14th International Conference on Ubiquitous Computing and Ambient Intelligence. Córdoba, España (ID: 28697)
López Nava, I. H., Rodríguez, M., García Vázquez, J. P., Pérez San Pablo, A. I., Quiñones Urióstegui, I., Meneses Peñaloza, A., Castillo Topete, V., Cuaya Simbro, G., Armenta, J., Martínez Rebollar, A., Sanchez, W., Caro Corrales, K., Martínez García, A. I., & Favela Vara, J. (2022). Current state and trends of the research in exergames for the elderly and their impact on health outcomes: a scoping review. Journal of Ambient Intelligence and Humanized Computing, 2022, 1-33. doi: 10.1007/s12652-022-04364-0. (ID: 27997)
López Nava, I. H., & Sainos Vizuett, M. (2021, Junio). Satellite Imagery Classification Using Shallow and Deep Learning Approaches. 13th Mexican Conference on Pattern Recognition. Ciudad de México, México (ID: 28699)
Cruz Sandoval, D., Favela Vara, J., López Nava, I. H., & Morales Tellez, A. (2021). Adoption of Wearable Devices by Persons with Dementia: Lessons from a Non-pharmacological Intervention Enabled by a Social Robot. In Goncalo Marques, Akash Kumar Bhoi, Victor Hugo C. de Albuquerque, Hareesha K.S. (Eds.), IoT in Healthcare and Ambient Assisted Living (pp. 145-163). Springer. (ID: 26593)
López Nava, I. H., Valentín Coronado, L. M., Favela Vara, J., & Garcia Constantino, M. (2020). Gait Activity Classification on Unbalanced Data from Inertial Sensors Using Shallow and Deep Learning. Sensors, 20(17), 21. doi: 10.3390/s20174756. (ID: 26140)
Favela Vara, J., Cruz Sandoval, D., Morales Tellez, A., & López Nava, I. H. (2020). Monitoring behavioral symptoms of dementia using activity trackers. JOURNAL OF BIOMEDICAL INFORMATICS, 109, 103520. doi: 10.1016/j.jbi.2020.103520. (ID: 26139)
Hernández Cruz, N., Garcia Constantino, M., Beltrán Márquez, J., Hecker, P., Favela Vara, J., Rafferty, J., Cleland, I., López Nava, I. H., Arnrich, B., & McChesney, I. (2020). Prototypical System to Detect Anxiety Manifestations by Acoustic Patterns in Patients with Dementia. EAI Endorsed Transactions on Pervasive Health and Technology, 5(19), 11. doi: 10.4108/eai.10-2-2020.163097. (ID: 26141)
López Nava, I. H., & Muñoz Meléndez, A. (2019). Human action recognition based on low- and high-level data from wearable inertial sensors. International Journal of Distributed Sensor Networks. doi: 10.1177/1550147719894532. (ID: 25334)
López Nava, I. H., & Favela Vara, J. (2019, Diciembre). Recognition of Gait Activities Using Acceleration Data from A Smartphone and A Wearable Device. 13th International Conference on Ubiquitous Computing and Ambient Intelligence. Toledo, España (ID: 28700)
Cruz Sandoval, D., Beltrán Márquez, J., Garcia Constantino, M., González Jasso, L. A., Favela Vara, J., López Nava, I. H., Cleland, I., Ennis, A., Hernández Cruz, N., Rafferty, J., Synnott, J., & Nugent, C. (2019). Semi-Automated Data Labeling for Activity Recognition in Pervasive Healthcare. Sensors. doi: 10.3390/s19143035. (ID: 25002)
López Nava, I. H. (2016). Variability Analysis of Therapeutic Movements using Wearable Inertial Sensors. JOURNAL OF MEDICAL SYSTEMS, 41(7). (ID: 24857)
López Nava, I. H. (2016). Wearable Inertial Sensors for Human Motion Analysis: A Review. IEEE Sensors Journal, 16(22). (ID: 24856)
González, I., López Nava, I. H., Fontecha, J., Muñoz Meléndez, A., Pérez San Pablo, A. I., & Quiñones Urióstegui, I. (2016). Comparison between passive vision-based system and a wearable inertial-based system for estimating temporal gait parameters related to the GAITRite electronic walkway. JOURNAL OF BIOMEDICAL INFORMATICS, 62, 210-223. (ID: 24855)
López Nava, I. H. (2015). Estimation of temporal gait parameters using Bayesian models on acceleration signals. COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING, 19(4). (ID: 24854)
Velázquez Montalvo, A. R., Campos, W., García Vázquez, J. P., López Nava, I. H., Rodríguez, M., Pérez San Pablo, A. I., Martínez Rebollar, A., Estrada Esquivel, H., Martínez García, A. I., Muñoz Meléndez, A., & Favela Vara, J. (2014, Diciembre). Exergames as Tools Used on Interventions to Cope with the Effects of Ageing: A Systematic Review. 6th International Work-conference on Ambient Assisted Living (IWAAL 2014). Belfast, Reino Unido (ID: 18367)

Líneas de Investigación e Incidencia Social

Algoritmos y ciencia de datos

Sistemas Interactivos y Distribuidos

Proyectos

Sin información por el momento

Tesis Dirigidas
TítuloEstudianteFecha
Detección de comportamiento no verbal en interacción humano-robotErnesto Adrián Lozano De la Parra27-11-2023
Reconocimiento continuo de la Lengua de Señas MexicanaRicardo Fernando Morfín Chávez27-11-2023
Medición del campo magnético estelar con aprendizaje profundoJoan Manuel Raygoza Romero13-10-2023
Detección de eventos violentos en publicaciones de redes socialesEsteban Ponce León03-10-2023
Reconocimiento de emociones a partir de patrones en la marcha humana.Yulith Vanessa Altamirano Flores10-02-2023
Detección de somnolencia durante la conducción en un ambiente simuladoSarid García Pérez25-11-2022
Traducción de Lenguaje de Señas Mexicano a texto mediante aprendizaje profundo.Michelle Sainos Vizuett20-10-2022
Desarrollo de un sistema de apoyo a revisiones sistemáticas de literaturaRoy Azkary Pineda Ibarra25-08-2020
Laboratorios

No es responsable de un laboratorio