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ORCIDAdriana Arza Valdés
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- affiliation: Swiss Federal Institute of Technology in Lausanne, Switzerland
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2020 – today
- 2022
[j10]Renato Zanetti
, Adriana Arza, Amir Aminifar, David Atienza:
Real-Time EEG-Based Cognitive Workload Monitoring on Wearable Devices. IEEE Trans. Biomed. Eng. 69(1): 265-277 (2022)- [j9]Niloofar Momeni, Adriana Arza Valdés, João Rodrigues, Carmen Sandi, David Atienza:
CAFS: Cost-Aware Features Selection Method for Multimodal Stress Monitoring on Wearable Devices. IEEE Trans. Biomed. Eng. 69(3): 1072-1084 (2022) - [j8]Fabio Dell'Agnola, Ping-Keng Jao, Adriana Arza, Ricardo Chavarriaga, José del R. Millán, Dario Floreano, David Atienza:
Machine-Learning Based Monitoring of Cognitive Workload in Rescue Missions With Drones. IEEE J. Biomed. Health Informatics 26(9): 4751-4762 (2022) - 2021
- [j7]Giulio Masinelli, Fabio Dell'Agnola, Adriana Arza Valdés, David Atienza:
SPARE: A Spectral Peak Recovery Algorithm for PPG Signals Pulsewave Reconstruction in Multimodal Wearable Devices. Sensors 21(8): 2725 (2021) - [j6]Fabio Dell'Agnola, Una Pale, Rodrigo Marino, Adriana Arza, David Atienza:
MBioTracker: Multimodal Self-Aware Bio-Monitoring Wearable System for Online Workload Detection. IEEE Trans. Biomed. Circuits Syst. 15(5): 994-1007 (2021) - [j5]Elisabetta De Giovanni, Adriana Arza Valdés, Miguel Peón Quirós, Amir Aminifar, David Atienza:
Real-Time Personalized Atrial Fibrillation Prediction on Multi-Core Wearable Sensors. IEEE Trans. Emerg. Top. Comput. 9(4): 1654-1666 (2021) - [j4]Ping-Keng Jao, Ricardo Chavarriaga, Fabio Dell'Agnola, Adriana Arza, David Atienza, José del R. Millán:
EEG Correlates of Difficulty Levels in Dynamical Transitions of Simulated Flying and Mapping Tasks. IEEE Trans. Hum. Mach. Syst. 51(2): 99-108 (2021) - [c11]Lara Orlandic, Adriana Arza Valdés, David Atienza:
Wearable and Continuous Prediction of Passage of Time Perception for Monitoring Mental Health. CBMS 2021: 444-449 - [c10]Arman Iranfar, Adriana Arza, David Atienza:
ReLearn: A Robust Machine Learning Framework in Presence of Missing Data for Multimodal Stress Detection from Physiological Signals*. EMBC 2021: 535-541 - [c9]Una Pale, Nathan Müller, Adriana Arza, David Atienza:
ReBeatICG: Real-time Low-Complexity Beat-to-beat Impedance Cardiogram Delineation Algorithm. EMBC 2021: 5618-5624 - [d2]Giulio Masinelli, Fabio Dell'Agnola, Adriana Arza Valdés, David Atienza:
Synthetic realistic noise-corrupted PPG database and noise generator for the evaluation of PPG denoising and delineation algorithms. Zenodo, 2021
- [d1]Una Pale, David Meier, Olivier Müller, Adriana Arza Valdés, David Atienza Alonso:
ReBeatICG database. Zenodo, 2021 - [i2]Arman Iranfar, Adriana Arza, David Atienza:
ReLearn: A Robust Machine Learning Framework in Presence of Missing Data for Multimodal Stress Detection from Physiological Signals. CoRR abs/2104.14278 (2021) - [i1]Lara Orlandic, Adriana Arza Valdés, David Atienza:
Wearable and Continuous Prediction of Passage of Time Perception for Monitoring Mental Health. CoRR abs/2105.02808 (2021) - 2020
- [j3]Giulio Masinelli, Farnaz Forooghifar, Adriana Arza, David Atienza, Amir Aminifar:
Self-Aware Machine Learning for Multimodal Workload Monitoring during Manual Labor on Edge Wearable Sensors. IEEE Des. Test 37(5): 58-66 (2020) - [c8]Fabio Dell'Agnola, Niloofar Momeni, Adriana Arza, David Atienza:
Cognitive Workload Monitoring in Virtual Reality Based Rescue Missions with Drones. HCI (10) 2020: 397-409
2010 – 2019
- 2019
- [j2]Adriana Arza Valdés, Jorge Mario Garzón Rey, Jesús Lázaro, Eduardo Gil, Raul Lopez-Anton, Conchita de la Camara, Pablo Laguna, Raquel Bailón, Jordi Aguiló:
Measuring acute stress response through physiological signals: towards a quantitative assessment of stress. Medical Biol. Eng. Comput. 57(1): 271-287 (2019) - [c7]Victoriano Montesinos, Fabio Dell'Agnola, Adriana Arza, Amir Aminifar, David Atienza:
Multi-Modal Acute Stress Recognition Using Off-the-Shelf Wearable Devices. EMBC 2019: 2196-2201 - [c6]Lara Orlandic, Elisabetta De Giovanni, Adriana Arza, Sasan Yazdani, Jean-Marc Vesin, David Atienza:
REWARD: Design, Optimization, and Evaluation of a Real-Time Relative-Energy Wearable R-Peak Detection Algorithm. EMBC 2019: 3341-3347 - [c5]Niloofar Momeni, Fabio Dell'Agnola, Adriana Arza, David Atienza:
Real-Time Cognitive Workload Monitoring Based on Machine Learning Using Physiological Signals in Rescue Missions. EMBC 2019: 3779-3785 - 2016
- [j1]Alberto Hernando, Jesús Lázaro, Eduardo Gil, Adriana Arza Valdés, Jorge Mario Garzón Rey, Raul Lopez-Anton, Concepción de la Cámara, Pablo Laguna, Jordi Aguiló, Raquel Bailón:
Inclusion of Respiratory Frequency Information in Heart Rate Variability Analysis for Stress Assessment. IEEE J. Biomed. Health Informatics 20(4): 1016-1025 (2016) - [c4]Spyridon Kontaxis, Jesús Lázaro, Alberto Hernando, Adriana Arza Valdés, Jorge Mario Garzón Rey, Eduardo Gil, Pablo Laguna, Jordi Aguiló, Raquel Bailón:
Mental Stress Detection Using Cardiorespiratory Wavelet Cross-Bispectrum. CinC 2016 - 2015
- [c3]Alberto Hernando, Jesús Lázaro, Adriana Arza Valdés, Jorge Mario Garzón Rey, Eduardo Gil, Pablo Laguna, Jordi Aguiló, Raquel Bailón:
Changes in Respiration During Emotional Stress. CinC 2015: 1005-1008 - [c2]Adriana Arza Valdés, Jorge Mario Garzón Rey, Alberto Hernando, Jordi Aguiló, Raquel Bailón:
Towards an objective measurement of emotional stress: Preliminary analysis based on heart rate variability. EMBC 2015: 3331-3334 - 2013
- [c1]Adriana Arza Valdés, Jesús Lázaro, Eduardo Gil, Pablo Laguna, Jordi Aguiló, Raquel Bailón:
Pulse Transit Time and Pulse Width as Potential Measure for Estimating Beat-to-Beat Systolic and Diastolic Blood Pressure. CinC 2013: 887-890
Coauthor Index
aka: David Atienza Alonso
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