Human-machine collaboration for smart decision making: current trends and future opportunities

B Geng, PK Varshney - 2022 IEEE 8th International …, 2022 - ieeexplore.ieee.org
Recently, modeling of decision making and control systems that include heterogeneous
smart sensing devices (machines) as well as human agents as participants is becoming an …

Collaborative human decision making with heterogeneous agents

B Geng, X Cheng, S Brahma, D Kellen… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
While there has been extensive work on modeling of human decision-making both for
individuals and groups from a cognitive psychology point of view, research on this topic from …

Human decision making with bounded rationality

B Geng, Q Li, PK Varshney - ICASSP 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
In critical environments that require a high accuracy of decisions, utilizing human cognitive
strengths and expertise in addition to machine observations is advantageous to improve …

Loss Attitude Aware Energy Management for Signal Detection

B Geng, C Quan, T Zhang, M Fardad… - 2022 56th Asilomar …, 2022 - ieeexplore.ieee.org
This work considers a Bayesian signal processing problem where increasing the power of
the probing signal may cause risks or undesired consequences. We employ a market based …

Sequential Processing of Observations in Human Decision-Making Systems

N Sriranga, B Geng… - 2023 26th International …, 2023 - ieeexplore.ieee.org
In this work, we consider a binary hypothesis testing problem involving human decision-
makers. Due to the nature of human behavior, human decision-makers observe the …

Human-machine Hierarchical Networks for Decision Making under Byzantine Attacks

C Quan, B Geng, YS Han… - 2023 57th Annual …, 2023 - ieeexplore.ieee.org
This paper proposes a belief-updating scheme in a human-machine collaborative decision-
making network to com-bat Byzantine attacks. A hierarchical framework is used to realize the …

On Energy-Efficient Wireless Sensor Networks in the Presence of Byzantines

C Quan - 2023 - search.proquest.com
Over the years, wireless communication systems have evolved into the most widely used
framework for communication devices and networks. These wireless networks form the …

Information integration from human and sensing data for cognitive radar

This chapter discusses mathematical aspects of human-machine networks under cognitive
biases. Since the human behavior in decision making is quite complex and uncertain, the …