Maria Valero

Orcid: 0000-0001-8913-9604

According to our database1, Maria Valero authored at least 57 papers between 2015 and 2024.

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Bibliography

2024
A Decentralized Communication-Efficient Federated Analytics Framework for Connected Vehicles.
IEEE Trans. Veh. Technol., July, 2024

Empowering Diabetics: Advancements in Smartphone-Based Food Classification, Volume Measurement, and Nutritional Estimation.
Sensors, July, 2024

Advancements in Non-invasive AI-Powered Glucose Monitoring: Leveraging Multispectral Imaging Across Diverse Wavelengths.
Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024

2023
A Cost-Benefit Analysis Simulation for the Digitalisation of Cold Supply Chains.
Sensors, 2023

The Persisting Issue of Emergency Department (ED) Overcrowding: Enhancing the Application of Emergency Severity Index (ESI) through Data Analytics.
Proceedings of the 24th Annual Conference on Information Technology Education, 2023

RE Practices When Developing IoT for Healthcare: The Case of GlucoCheck.
Proceedings of the 31st IEEE International Requirements Engineering Conference, RE 2023, 2023

Mental Health Analysis During Pandemic: A Survey of Detection and Treatment.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Poster: AsyncFedKD: Asynchronous Federated Learning with Knowledge Distillation.
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2023

Competitive State Anxiety Inventory Assessment Using Remote Photoplethysmography and Deep Learning.
Proceedings of the IEEE International Conference on Software Services Engineering, 2023

2022
Communication-Efficient Semihierarchical Federated Analytics in IoT Networks.
IEEE Internet Things J., 2022

Reprint of: Vibration sensing-based human and infrastructure safety/health monitoring: A survey.
Digit. Signal Process., 2022

Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection.
CoRR, 2022

Development of Blockchain-based e-Voting System: Requirements, Design and Security Perspective.
Proceedings of the IEEE International Conference on Trust, 2022

Software Engineering Process and Methodology in Blockchain-Oriented Software Development: A Systematic Study.
Proceedings of the 20th IEEE/ACIS International Conference on Software Engineering Research, 2022

Comparative Study of Machine Learning Methods on Spectroscopy Images for Blood Glucose Estimation.
Proceedings of the Pervasive Computing Technologies for Healthcare, 2022

Investigating Novel Approaches to Defend Software Supply Chain Attacks.
Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2022

A Novel IoT-based Framework for Non-Invasive Human Hygiene Monitoring using Machine Learning Techniques.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Implementing Virtual Nursing in Health Care: An evaluation of effectiveness and sustainability.
Proceedings of the IEEE International Conference on Digital Health, 2022

Preliminary Data Collection for Collaborative Emergency Department Crowd Management using Wearable Devices.
Proceedings of the IEEE International Conference on Digital Health, 2022

Enabling Cyberanalytics using IoT Clusters and Containers.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Blockchain-based Medical Image Sharing and Automated Critical-results Notification: A Novel Framework.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Scalable Machine Learning Using PySpark.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Quantum Machine Learning for Software Supply Chain Attacks: How Far Can We Go?
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

A Novel Machine Learning Based Framework for Bridge Condition Analysis.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Health and sleep nursing assistant for real-time, contactless, and non-invasive monitoring.
Pervasive Mob. Comput., 2021

Machine learning research towards combating COVID-19: Virus detection, spread prevention, and medical assistance.
J. Biomed. Informatics, 2021

Hybrid Decentralized Data Analytics in Edge-Computing-Empowered IoT Networks.
IEEE Internet Things J., 2021

Vibration sensing-based human and infrastructure safety/health monitoring: A survey.
Digit. Signal Process., 2021

Emotional Analysis of Learning Cybersecurity with Games.
Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2021

Non-Invasive Monitoring of Human Hygiene using Vibration Sensor and Classifiers.
Proceedings of the IEEE International Conference on Digital Health, 2021

Framework for Collecting Data from specialized IoT devices - An application to enhance Healthcare Systems.
Proceedings of the IEEE International Conference on Digital Health, 2021

Towards Blockchain-Based Secure Data Management for Remote Patient Monitoring.
Proceedings of the IEEE International Conference on Digital Health, 2021

Data Analysis Methods for Health Monitoring Sensors: A survey.
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

Cybersecurity Risks and Mitigation Techniques During COVID-19.
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

An Investigation on Non-Invasive Brain-Computer Interfaces: Emotiv Epoc+ Neuroheadset and Its Effectiveness.
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Malware Detection and Prevention using Artificial Intelligence Techniques.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Distributed Sensor Networks Based Shallow Subsurface Imaging and Infrastructure Monitoring.
IEEE Trans. Signal Inf. Process. over Networks, 2020

Smart Seismic Sensing for Indoor Fall Detection, Location, and Notification.
IEEE J. Biomed. Health Informatics, 2020

Smart Home Monitoring System via Footstep-Induced Vibrations.
IEEE Syst. J., 2020

ASIS: Autonomous Seismic Imaging System With In Situ Data Analytics and Renewable Energy.
IEEE Syst. J., 2020

Internet of Things for Current COVID-19 and Future Pandemics: an Exploratory Study.
J. Heal. Informatics Res., 2020

R-Mon: An mhealth Tool for Real-time Respiratory Monitoring During Pandemics and Self-Isolation.
Proceedings of the 2020 IEEE World Congress on Services, 2020

Helena: Real-time Contact-free Monitoring of Sleep Activities and Events around the Bed.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications, 2020

2019
Real-Time Cooperative Analytics for Ambient Noise Tomography in Sensor Networks.
IEEE Trans. Signal Inf. Process. over Networks, 2019

High-Frequency Time-Lapse Seismic Spatial Autocorrelation Imaging Shallow Velocity Variations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Distributed and Communication-Efficient Spatial Auto-Correlation Subsurface Imaging in Sensor Networks.
Sensors, 2019

Toward Creating a Subsurface Camera.
Sensors, 2019

Smart seismic network for shallow subsurface imaging and infrastructure security.
Int. J. Sens. Networks, 2019

Tracking Underground Moving Targets with Wireless Seismic Networks.
Proceedings of the IEEE International Conference on Smart Computing, 2019

Indoor Person Identification and Fall Detection through Non-intrusive Floor Seismic Sensing.
Proceedings of the IEEE International Conference on Smart Computing, 2019

Demo: Contactless Device for Monitoring On-Bed Activities and Vital Signs.
Proceedings of the IEEE International Conference on Smart Computing, 2019

2018
Imaging Subsurface Civil Infrastructure with Smart Seismic Network.
Proceedings of the 37th IEEE International Performance Computing and Communications Conference, 2018

2017
Real-Time Ambient Noise Subsurface Imaging in Distributed Sensor Networks.
Proceedings of the 2017 IEEE International Conference on Smart Computing, 2017

Fog computing middleware for distributed cooperative data analytics.
Proceedings of the IEEE Fog World Congress, 2017

2016
Pushing Analytics to the Edge.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015
Domain specific information retrieval and text mining in medical document.
Proceedings of the 6th ACM Conference on Bioinformatics, 2015


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