Publications – IDEA-FAST

September 21–26, 2021

Data Contribution Summaries for Patient Engagement in Multi-Device Health Monitoring Research

Author(s):
Jay Rainey, David Verweij, Colin Dodds, Johanna Graeber, Farzaneh Farhadi, Ridita Ali, Viana Zhang, Christopher N Bull, Jan David Smeddinck

Publication medium:
Adjunct Proceedings of the 2021 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2021 ACM International Symposium on Wearable Computers (UbiComp ’21)

Type:
Workshop Contribution

DOI:
10.1145/3460418.3479371

September 21–26, 2021

WildKey: A Privacy-Aware Keyboard Toolkit for Data Collection In-The-Wild

Author(s):
André Rodrigues, André R.B. Santos, Kyle Montague, Hugo Nicolau, Tiago Guerreiro

Type:
Workshop Contribution

DOI:
10.1145/3460418.3482872

September 21–26, 2021

Wild by Design: Workshop on Designing Ubiquitous Health Monitoring Technologies for Challenging Environments

Author(s):
Diogo Branco, Patrick Carrington, Silvia Del Din, Afsaneh Doryab, Hristijan Gjoreski, Tiago Guerreiro, Roisin McNaney, Kyle Montague, Alisha Pradhan, André Rodrigues, Julio Vega

Type:
Workshop Contribution

DOI:
10.1145/3460418.3479271

May 1-5, 2022

Investigating the Tradeoffs of Everyday Text-Entry Collection Methods

Author(s):
André Rodrigues, Hugo Nicolau, André Santos, Diogo Branco, Jay Rainey, David Verweij, Jan David Smeddinck, Kyle Montague, Tiago Guerreiro

Publication medium:
CHI Conference on Human Factors in Computing Systems (CHI)

Type:
Paper, Conference

DOI:
10.1145/3491102.3501908

Volume 110, November 2021, 102402

Privacy preservation in federated learning: An insightful survey from the GDPR perspective

Author(s):
Nguyen Truong, Kai Sun, Siyao Wang, Florian Guitton, YiKe Guo

Publication medium:
Computers & Security

Type:
Paper

DOI:
10.1016/j.cose.2021.102402

Volume 124, November 2021, Pages 68-79

A blockchain-based trust system for decentralised applications: When trustless needs trust

Author(s):
Nguyen Truong, Gyu Myoung Lee, Kai Sun, Florian Guitton, YiKe Guo

Publication medium:
Future Generation Computer Systems

Type:
Paper

DOI:
10.1016/j.future.2021.05.025

October 2020

mEBAL: A Multimodal Database for Eye Blink Detection and Attention Level Estimation

Author(s):
Roberto Daza, Aythami Morales, Julian Fierrez, and Ruben Tolosana

Publication medium:
In Companion Publication of the 2020 International Conference on Multimodal Interaction (ICMI ’20 Companion).

Type:
ICMI ’20 Companion Publication

DOI:
10.1145/3395035.3425257

January 05-09, 2021

Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Fair and Explainable Automatic Recruitment

Author(s):
A. Ortega, J. Fierrez, A. Morales, Z. Wang and T. Ribeiro

Publication medium:
2021 IEEE Winter Conference on Applications of Computer Vision Workshops

Type:
Workshop Contribution

DOI:
10.1109/WACVW52041.2021.00013

2021, 10(11), 154

Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Explaining Biases in Machine Learning

Author(s):
Ortega A, Fierrez J, Morales A, Wang Z, de la Cruz M, Alonso CL, Ribeiro T.

Publication medium:
Computers

Type:
Paper

DOI:
10.3390/computers10110154

July 2020

Smartphone Sensors For Modeling Human-Computer Interaction: General Outlook And Research Datasets For User Authentication

Author(s):
Acien, A., Morales, A., Vera-Rodriguez, R., & Fierrez, J.

Publication medium:
2020 IEEE 44th Annual Computers, Software, and Applications Conference

Type:
Paper, Conference

DOI:
10.1109/COMPSAC48688.2020.00-81

2020, 12(5), 940-953

Handwriting Biometrics: Applications and Future Trends in e-Security and e-Health

Author(s):
Faundez-Zanuy, M., Fierrez, J., Ferrer, M. A., Diaz, M., Tolosana, R., & Plamondon, R.

Publication medium:
Cognitive Computation

Type:
Paper

DOI:
10.1007/s12559-020-09755-z

2021, pp. 1562-1570

Improving Parkinson Detection using Dynamic Features from Evoked Expressions in Video

Author(s):
L. F. Gomez, A. Morales, J. R. Orozco-Arroyave, R. Daza and J. Fierrez

Publication medium:
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Type:
Workshop Contribution

DOI:
10.1109/CVPRW53098.2021.00172

2022, 4(1), 57-70

TypeNet: Deep Learning Keystroke Biometrics

Author(s):
A. Acien, A. Morales, J. V. Monaco, R. Vera-Rodriguez and J. Fierrez

Publication medium:
IEEE Transactions on Biometrics, Behavior, and Identity Science

Type:
Paper

DOI:
10.1109/TBIOM.2021.3112540

14 November 2022

Assessing fatigue and sleep in chronic diseases using physiological signals from wearables: A pilot study

Author(s):
Emmi Antikainen 1, Haneen Njoum 2, Jennifer Kudelka 3, Diogo Branco 4, Rana Zia Ur Rehman 5, Victoria Macrae 6, Kristen Davies 5, Hanna Hildesheim 3, Kirsten Emmert 3, Ralf Reilmann 7 8 9, C Janneke van der Woude 10, Walter Maetzler 3, Wan-Fai Ng 5 6, Patricio O’Donnell 11, Geert Van Gassen 12, Frédéric Baribaud 13, Ioannis Pandis 14, Nikolay V Manyakov 15, Mark van Gils 16, Teemu Ahmaniemi 1, Meenakshi Chatterjee 17

Publication medium:
Frontiers in Physiology

DOI:
10.3389/fphys.2022.968185

July 2022

Fatigue and Sleep Assessment using Digital Sleep Trackers: Insights from a Multi-Device Pilot Study

Author(s):
Luan Chen, Xujun Ma, Meenakshi Chatterjee, Juha M Kortelainen, Teemu Ahmaniemi, Walter Maetzler, Pei Wang, Daqing Zhang

Publication medium:
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

DOI:
10.1109/EMBC48229.2022.9870923