Andres
Hernandez-Matamoros

Transfer Learning from Clinical PSG to Real-World Wearables for Sleep Staging

Hernandez-Matamoros A., Doya K., Tomonaga S., Mizutani H.

19th BIOSTEC — HEALTHINF, pp. 548–555, ISBN 978-989-758-802-0

Opportunistic Teacher Forcing: Training RNNs on Wearable Signals with Inherent Missing Data

Tomonaga S., A. Hernandez-Matamoros, Mizutani H., Doya K.

19th BIOSTEC — BIOSIGNALS, pp. 446–453, ISBN 978-989-758-802-0

Machine Learning-Driven Prediction of Heat Transfer Coefficients for Pure Refrigerants in Diverse Heat Exchanger Types

Santiago Galicia E., A. Hernandez-Matamoros, Miyara A.

Journal of Experimental and Theoretical Analyses, 3(4), 32

Proceedings of the 24th International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques (SoMeT_25)

Fujita H., Hernandez-Matamoros A., Watanobe Y. (Eds.)

IOS Press 2025, Frontiers in AI and Applications 411

Differential Private Risk Factors Analysis of Polypharmacy

Kikuchi H., A. Hernandez-Matamoros

MDAI 2025, LNCS vol. 15957. Springer, Cham

Secure Aggregation of Smartwatch Health Data with LDP

A. Hernandez-Matamoros, Kikuchi H.

SocialSec 2024, LNCS vol. 15565. Springer, Singapore

Comparative Analysis of Local Differential Privacy Schemes in Healthcare Datasets

Andres Hernandez-Matamoros, Hiroaki Kikuchi

Applied Sciences 2024, 14, 2864

Advances and Trends in Artificial Intelligence. Theory and Applications

Fujita H., Cimler R., Hernandez-Matamoros A., Ali M. (Eds.)

Springer Singapore, 2024

New Trends in Intelligent Software Methodologies, Tools and Techniques

Fujita H., Pérez Meana H.M., Hernandez-Matamoros A. (Eds.)

IOS Press, 2024

Prediction of Heat Transfer Coefficient and Pressure Drop of Flow Boiling and Condensation Using Machine Learning

Galicia E.S., A. Hernandez-Matamoros, Miyara A.

Journal of Physics: Conference Series, 2024

Meaningful Performance Analysis on Healthcare Data under Local Differential Privacy

A. Hernandez-Matamoros, Hiroaki Kikuchi

SoMeT 2024: 398–411, ISBN 978-1-64368-538-0

Machine Learning-Based Approach to Correct Saturated Flow Boiling Heat Transfer Correlations

Galicia E.S., A. Hernandez-Matamoros, Miyara A.

SoMeT 2024: 235–248, ISBN 978-1-64368-538-0

Ozone Responses to Reduced Precursor Emissions

Vazquez Santiago J., Jaimes Palomera M., Resendiz Martinez C., A. Hernandez-Matamoros, et al.

Science of The Total Environment, 2023, 169180

New LDP Approach Using VAE

A. Hernandez-Matamoros, Kikuchi H.

NSS 2023, LNCS 13983. Springer

An Efficient Local Differential Privacy Scheme Using Bayesian Ridge Regression

A. Hernandez-Matamoros, Kikuchi H.

20th Annual Int. Conference on Privacy, Security & Trust (PST), Copenhagen, 2023

Webinar: Medical Big Data — Machine Learning

Invited Talk · March 31, 2023

International Congress of Geoeconomic Engineering — Synthetic Biomedical Signals with ANNs

Invited Talk · October 25, 2022

A Vulnerability in Video Anonymization — Privacy Disclosure from Face-Obfuscated Video

Kikuchi H., Miyoshi S., Mori T., A. Hernandez-Matamoros

19th Annual Int. Conference on Privacy, Security & Trust (PST), Fredericton, 2022

Less Complexity One-Class Classification Approach Using Construction Error

Hayashi T., Fujita H., A. Hernandez-Matamoros

Information Sciences, Vol. 560, pp. 217–234, 2021

A Novel Approach to Create Synthetic Biomedical Signals Using BiRNN

A. Hernandez-Matamoros, Fujita H., Perez-Meana H.

Information Sciences, Vol. 541, pp. 218–241, 2020

Recognition of ECG Signals Using Wavelet Based on Atomic Functions

A. Hernandez-Matamoros, Fujita H., Nakano-Miyatake M. et al.

Biocybernetics and Biomedical Engineering, Vol. 40, Issue 2, 2020

Forecasting of COVID-19 per Regions Using ARIMA Models and Polynomial Functions

A. Hernandez-Matamoros, Toshitaka H., Fujita H., Perez-Meana H.

Applied Soft Computing, Vol. 96, 2020

Heart Beat Recognition Using a Novel Preprocessing Scheme and Neural Networks

A. Hernandez-Matamoros, Fujita H., Perez-Meana H.

SoMeT 2020, Frontiers in AI and Applications, Vol. 327

Scheme Fuzzy Approach to Classify Skin Tonalities Through Geographic Distribution

Hernandez-Matamoros A., Fujita H., Nakano-Miyatake M. et al.

J. Ambient Intelligence and Humanized Computing, 11, pp. 2859–2870, 2019

A Scheme to Classify Skin Through Geographic Distribution of Tonalities Using Fuzzy Based Classification Approach

A. Hernandez-Matamoros, Fujita H., Nakano M., Perez-Meana H., Hernandez-Escamilla E.

SoMeT 2019, Frontiers in AI and Applications, Vol. 318

Facial Expression Recognition in Unconstrained Environment

A. Hernandez-Matamoros, Nagai T., Attamimi M., Perez-Meana H.

SoMeT 2017, Frontiers in AI and Applications, Vol. 297, pp. 525–538

Facial Expression Recognition with Automatic Segmentation of Face Regions Using a Fuzzy Based Classification Approach

Andres Hernandez-Matamoros, Andrea Bonarini, E. Escamilla-Hernandez, M. Nakano-Miyatake, H. Perez-Meana

Knowledge-Based Systems, 2016, ISSN 0950-7051

A Facial Expression Recognition with Automatic Segmentation of Face Regions

A. Hernandez-Matamoros, Bonarini A., Escamilla-Hernandez E., Nakano-Miyatake M., Perez-Meana H.

SoMet 2015, Naples, Italy, LNCS pp. 529–540

A Supervised Classifier Scheme Based on Clustering Algorithms

A. Hernandez-Matamoros, Escamilla-Hernandez E., Perez-Daniel K., Nakano-Miyatake M., Perez-Meana H.

CONCAPAN XXXIV, IEEE, Panama City, 2014

Learning an Object Through Images Obtained from the Internet Using Unsupervised Learning

A. Hernandez Gerardo, Perez Meana H.M., Escamilla Hernandez E.

9th Int. Congress Technological Trends in Computation, Research in Computer Science, Vol. 69