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20202026
most citedAssessing Risks of Biases in Cognitive Decision Support Systems

18 citations · 40 across the 11 of their papers we have counts for

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6 papers · 1 filter

cs.CV2020

Reliability of Decision Support in Cross-spectral Biometric-enabled Systems

Kenneth Lai, Svetlana N. Yanushkevich, Vlad Shmerko

This paper addresses the evaluation of the performance of the decision support system that utilizes face and facial expression biometrics. The evaluation criteria include risk of e…

cs.CY2020★ 18 cited

Risk, Trust, and Bias: Causal Regulators of Biometric-Enabled Decision Support

Kenneth Lai, Helder C. R. Oliveira, Ming Hou +2

Biometrics and biometric-enabled decision support systems (DSS) have become a mandatory part of complex dynamic systems such as security checkpoints, personal health monitoring sys…

cs.AI2020★ 1 cited

On the Gap between Epidemiological Surveillance and Preparedness

Svetlana Yanushkevich, Vlad Shmerko

Contemporary Epidemiological Surveillance (ES) relies heavily on data analytics. These analytics are critical input for pandemics preparedness networks; however, this input is not…

cs.CV2020★ 18 cited

Assessing Risks of Biases in Cognitive Decision Support Systems

Kenneth Lai, Helder C. R. Oliveira, Ming Hou +2

Recognizing, assessing, countering, and mitigating the biases of different nature from heterogeneous sources is a critical problem in designing a cognitive Decision Support System…

cs.CV2020

Risk Assessment in the Face-based Watchlist Screening in e-Border

Kenneth Lai, Svetlana N. Yanushkevich, Vlad Shmerko

This paper concerns with facial-based watchlist technology as a component of automated border control machines deployed in e-borders. The key task of the watchlist technology is to…

cs.CV2020

Emerging Biometrics: Deep Inference and Other Computational Intelligence

Svetlana Yanushkevich, Shawn Eastwood, Kenneth Lai +1

This paper aims at identifying emerging computational intelligence trends for the design and modeling of complex biometric-enabled infrastructure and systems. Biometric-enabled sys…