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Hernan Lira
Hernan Lira
AI Research Scientist, Inria Chile
Verified email at inria.cl - Homepage
Title
Cited by
Cited by
Year
Using Psychophysiological Sensors to Assess Mental Workload During Web Browsing
A Jimenez-Molina, C Retamal, H Lira
Sensors 18 (2), 458, 2018
1162018
Searching for changing-state AGNs in massive datasets--I: applying deep learning and anomaly detection techniques to find AGNs with anomalous variability behaviours
P Sánchez-Sáez, H Lira, L Martí, N Sanchez-Pi, J Arredondo, FE Bauer, ...
arXiv preprint arXiv:2106.07660, 2021
842021
Simultaneous feature selection and heterogeneity control for SVM classification: An application to mental workload assessment
S Maldonado, J López, A Jimenez-Molina, H Lira
Expert Systems with Applications 143, 112988, 2020
522020
A Graph Neural Network with Spatio-temporal Attention for Multi-sources Time Series Data: An application to Frost Forecast
H Lira, L Martí, N Sanchez-Pi
Sensors 22 (4), 1486, 2022
402022
Frost forecasting model using graph neural networks with spatio-temporal attention
H Lira, L Martí, N Sanchez-Pi
AI: Modeling Oceans and Climate Change Workshop at ICLR 2021, 2021
172021
Towards a continuous assessment of cognitive workload for smartphone multitasking users
A Jimenez-Molina, H Lira
The first international symposium on human mental workload. Dublin Institute …, 2017
72017
Mental Workload Assessment in Smartphone Multitasking Users: A Feature Selection Approach using Physiological and Simulated Data
H Lira, IY Ko, A Jimenez-Molina
2018 IEEE/WIC/ACM International Conference on Web Intelligence (WI), 639-642, 2018
42018
Medición de cargas cognitivas durante actividades de interacción humano computador en ambiente móvil usando sensores psico-fisiológicos
H Lira
Universidad de Chile, 2015
42015
Reinforcement-learning robotic sailboats: simulator and preliminary results
E Vasconcellos, R Sampaio, A Araújo, E Clua, P Preux, R Guerra, ...
6th Robot Learning Workshop NeurIPS 2023, 2023
32023
FairTrees: A Deep Learning Approach for Identifying Deforestation on Satellite Images
H Lira, T de Wolff, L Martí, N Sanchez-Pi
Ibero-American Conference on Artificial Intelligence, 173-184, 2024
22024
No Plankton Left Behind: Preliminary results on massive plankton image recognition
S Callejas, H Lira, A Berry, L Martí, N Sanchez-Pi
Latin American High Performance Computing Conference, 170-185, 2024
12024
Enhancing Writing Skills of Chilean Adolescents: Assisted Story Creation with LLMs
H Lira, L Martí, N Sanchez-Pi
Generative AI for education (GAIED) Workshop NeurIPS 2023, 2023
12023
A Human-centric and Environment-aware Testing Framework for Providing Safe and Reliable Cyber-Physical System Services
IY Ko, KD Baek, JH Kwon, H Lira, HC Moon
Journal of Web Engineering 19 (2), 139-165, 2020
12020
Environment-aware and human-centric software testing framework for cyber-physical systems
IY Ko, KD Baek, JH Kwon, H Lira, HC Moon
International Conference on Web Engineering, 104-115, 2019
12019
Spanish-Mapudungun Translation using Transfer Learning for Low-resource Languages
H Lira, L Martí, N Sanchez-Pi
2025 15th IEEE International Conference on Pattern Recognition Systems …, 2025
2025
Toward model-free stellar chemical abundances-Potential applications in the search for chemically peculiar stars in large spectroscopic surveys
T Signor, P Jofré, H Lira, S Vitali, L Martí, N Sánchez-Pi
Astronomy & Astrophysics 704, A279, 2025
2025
Toward model-free stellar chemical abundances
T Signor, P Jofré, H Lira, S Vitali, L Martí, N Sánchez-Pi
2025
A Hierarchical Multiview Symbolic Regression Method for Decoding Oceanic Metabolism
H Lira, L Martí, N Sanchez-Pi
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2025
2025
Capturing the Essence of Plankton: A Gradient-Weighted Class Activation Mapping Analysis
S Callejas, H Lira, A Berry, L Martí
Advances in Artificial Intelligence–IBERAMIA 2024: 18th Ibero-American …, 2025
2025
Software Testing Framework for Cyber-Physical Systems
IY Ko, KD Baek, JH Kwon, H Lira
Current Trends in Web Engineering: ICWE 2019 International Workshops, DSKG …, 2020
2020
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Articles 1–20