4 results for "Corey K. Fallon"

Opportunities for human factors in machine learning

Jessica A. Baweja; Corey K. Fallon; Brett A. Jefferson

Frontiers in Artificial Intelligence, Vol. 6 · 2023 · English · DOAJ Scopus

IntroductionThe field of machine learning and its subfield of deep learning have grown rapidly in recent years. With the speed of advancement, it is nearly impossible for data scientists to maintain expert knowledge of cutting-edge techniques. This study applies human factors methods to the field…

Corrigendum: Opportunities for human factors in machine learning

Jessica A. Baweja; Corey K. Fallon; Brett A. Jefferson

Frontiers in Artificial Intelligence, Vol. 6 · 2023 · English · DOAJ Scopus

Adaptive Cognitive Mechanisms to Maintain Calibrated Trust and Reliance in Automation

Christian Lebiere; Leslie M. Blaha; Corey K. Fallon et al.

Frontiers in Robotics and AI, Vol. 8 · 2021 · English · DOAJ Scopus

Trust calibration for a human–machine team is the process by which a human adjusts their expectations of the automation’s reliability and trustworthiness; adaptive support for trust calibration is needed to engender appropriate reliance on automation. Herein, we leverage an instance-based learning…

Human-Centric Contingency Analysis Metrics for Evaluating Operator Performance and Trust

Alexander A. Anderson; Brett A. Jefferson; Slaven Kincic et al.

IEEE Access, Vol. 11 · 2023 · English · DOAJ Scopus

A novel set of system-state and control-action penalty functions are introduced as an alternative to traditional performance index contingency ranking. The novel system state penalty metrics are formulated based on piecewise linear functions of the system voltage and branch flow, guided by Weber’s…