Human-centric multimodal machine learning: Recent advances and testbed on AI-based recruitment
The presence of decision-making algorithms in society is rapidly increasing nowadays,
while concerns about their transparency and the possibility of these algorithms becoming …
while concerns about their transparency and the possibility of these algorithms becoming …
Introduction to presentation attack detection in face biometrics and recent advances
The main scope of this chapter is to serve as an introduction to face presentation attack
detection, including key resources and advances in the field in the last few years. The next …
detection, including key resources and advances in the field in the last few years. The next …
TypeNet: Deep learning keystroke biometrics
We study the performance of Long Short-Term Memory networks for keystroke biometric
authentication at large scale in free-text scenarios. For this we explore the performance of …
authentication at large scale in free-text scenarios. For this we explore the performance of …
mEBAL: A multimodal database for eye blink detection and attention level estimation
This work presents mEBAL, a multimodal database for eye blink detection and attention
level estimation. The eye blink frequency is related to the cognitive activity and automatic …
level estimation. The eye blink frequency is related to the cognitive activity and automatic …
Keystroke verification challenge (KVC): biometric and fairness benchmark evaluation
Analyzing keystroke dynamics (KD) for biometric verification has several advantages: it is
among the most discriminative behavioral traits; keyboards are among the most common …
among the most discriminative behavioral traits; keyboards are among the most common …
Identification of the factors that influence university learning with low-code/no-code artificial intelligence techniques
W Villegas-Ch, J García-Ortiz, S Sánchez-Viteri - Electronics, 2021 - mdpi.com
Education is one of the sectors that improves the future of societies; unfortunately, the
pandemic generated by coronavirus disease 2019 has caused a variety of problems that …
pandemic generated by coronavirus disease 2019 has caused a variety of problems that …
TypeNet: Scaling up keystroke biometrics
We study the suitability of keystroke dynamics to authenticate 100 K users ty** free-text.
For this, we first analyze to what extent our method based on a Siamese Recurrent Neural …
For this, we first analyze to what extent our method based on a Siamese Recurrent Neural …
BeCAPTCHA-Mouse: Synthetic mouse trajectories and improved bot detection
We first study the suitability of behavioral biometrics to distinguish between computers and
humans, commonly named as bot detection. We then present BeCAPTCHA-Mouse, a bot …
humans, commonly named as bot detection. We then present BeCAPTCHA-Mouse, a bot …
[HTML][HTML] mEBAL2 database and benchmark: Image-based multispectral eyeblink detection
This work introduces a new multispectral database and framework to train and evaluate
eyeblink detection in RGB and Near-Infrared (NIR). Our contributed dataset (mEBAL2 …
eyeblink detection in RGB and Near-Infrared (NIR). Our contributed dataset (mEBAL2 …
edBB-Demo: biometrics and behavior analysis for online educational platforms
We present edBB-Demo, a demonstrator of an AI-powered research platform for student
monitoring in remote education. The edBB platform aims to study the challenges associated …
monitoring in remote education. The edBB platform aims to study the challenges associated …