72 citations · 75 across the 5 of their papers we have counts for
5 papers
Pulse Focus: Validation of the Focus Performance Score as a Behavioral Signal for Human Attentional State Modeling Toward Attention-Aware AI
Yisak Debele, Israel Goytom, Anwar Misbah
Artificial intelligence systems that model and support human cognition require reliable measures of cognitive state. We present the Focus Performance Score (FPS) from the Pulse Foc…
Synheart Capacity: A Theory-Driven Physiological Representation of Cognitive Capacity Dynamics from Wearable Signals
Yisak Debele, Henok Ademtew, Israel Goytom
Human cognitive performance is constrained by limited mental resources, yet continuous computational estimation of cognitive capacity dynamics remains an open challenge. We propose…
Synheart Emotion: Privacy-Preserving On-Device Emotion Recognition from Biosignals
Henok Ademtew, Israel Goytom
Human-computer interaction increasingly demands systems that recognize not only explicit user inputs but also implicit emotional states. While substantial progress has been made in…
Machine Learning Models Evaluation and Feature Importance Analysis on NPL Dataset
Rufael Fekadu, Anteneh Getachew, Yishak Tadele +2
Predicting the probability of non-performing loans for individuals has a vital and beneficial role for banks to decrease credit risk and make the right decisions before giving the…
HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite Imagery
Michel Deudon, Alfredo Kalaitzis, Israel Goytom +7
Generative deep learning has sparked a new wave of Super-Resolution (SR) algorithms that enhance single images with impressive aesthetic results, albeit with imaginary details. Mul…