377 citations · 811 across the 28 of their papers we have counts for
29 papers
Beyond the IT Checklist: Engineering a Reasonable Standard of Care for Cyber Safety
Matthew E. Jablonski, Linton Wells, Kathryn B. Laskey +1
Current U.S. cyber policy, centered on security, often treats documentation of controls and incident reports as a proxy for safety in the built environment. This paper argues that…
Effects of Model Misspecification on Bayesian Bandits: Case Studies in UX Optimization
Mack Sweeney, Matthew van Adelsberg, Kathryn Laskey +1
Bayesian bandits using Thompson Sampling have seen increasing success in recent years. Yet existing value models (of rewards) are misspecified on many real-world problem. We demons…
Reference Model of Multi-Entity Bayesian Networks for Predictive Situation Awareness
Cheol Young Park, Kathryn Blackmond Laskey
During the past quarter-century, situation awareness (SAW) has become a critical research theme, because of its importance. Since the concept of SAW was first introduced during Wor…
MEBN-RM: A Mapping between Multi-Entity Bayesian Network and Relational Model
Cheol Young Park, Kathryn Blackmond Laskey
Multi-Entity Bayesian Network (MEBN) is a knowledge representation formalism combining Bayesian Networks (BN) with First-Order Logic (FOL). MEBN has sufficient expressive power for…
Human-aided Multi-Entity Bayesian Networks Learning from Relational Data
Cheol Young Park, Kathryn Blackmond Laskey
An Artificial Intelligence (AI) system is an autonomous system which emulates human mental and physical activities such as Observe, Orient, Decide, and Act, called the OODA process…
Gaussian Mixture Reduction for Time-Constrained Approximate Inference in Hybrid Bayesian Networks
Cheol Young Park, Kathryn Blackmond Laskey, Paulo C. G. Costa +1
Hybrid Bayesian Networks (HBNs), which contain both discrete and continuous variables, arise naturally in many application areas (e.g., image understanding, data fusion, medical di…