138 citations · 153 across the 4 of their papers we have counts for
4 papers
Wireless Gas Leak Detection and Localization
Fabien Chraim, Yusuf Bugra Erol, Kris Pister
Thousands of industrial gas leaks occur every year, with many leading to injuries, deaths, equipment damage, and a disastrous environmental effect. There have been many attempts at…
Towards Practical Bayesian Parameter and State Estimation
Yusuf Bugra Erol, Yi Wu, Lei Li +1
Joint state and parameter estimation is a core problem for dynamic Bayesian networks. Although modern probabilistic inference toolkits make it relatively easy to specify large and…
Probabilistic Model-Based Approach for Heart Beat Detection
Hugh Chen, Yusuf Erol, Eric Shen +1
Nowadays, hospitals are ubiquitous and integral to modern society. Patients flow in and out of a veritable whirlwind of paperwork, consultations, and potential inpatient admissions…
The Extended Parameter Filter
Yusuf Erol, Lei Li, Bharath Ramsundar +1
The parameters of temporal models, such as dynamic Bayesian networks, may be modelled in a Bayesian context as static or atemporal variables that influence transition probabilities…