19 citations · 22 across the 3 of their papers we have counts for
5 papers
Modeling Time-Dependent Systems using Dynamic Quantum Bayesian Networks
Sima E. Borujeni, Saideep Nannapaneni
Advances in data collection using inexpensive sensors have enabled monitoring the performance of dynamic systems, and to implement appropriate control actions to improve their perf…
Emergency Incident Detection from Crowdsourced Waze Data using Bayesian Information Fusion
Yasas Senarath, Saideep Nannapaneni, Hemant Purohit +1
The number of emergencies have increased over the years with the growth in urbanization. This pattern has overwhelmed the emergency services with limited resources and demands the…
A Quantum Annealing Approach for Dynamic Multi-Depot Capacitated Vehicle Routing Problem
Ramkumar Harikrishnakumar, Saideep Nannapaneni, Nam H. Nguyen +2
Quantum annealing (QA) is a quantum computing algorithm that works on the principle of Adiabatic Quantum Computation (AQC), and it has shown significant computational advantages in…
Experimental evaluation of quantum Bayesian networks on IBM QX hardware
Sima E. Borujeni, Nam H. Nguyen, Saideep Nannapaneni +2
Bayesian Networks (BN) are probabilistic graphical models that are widely used for uncertainty modeling, stochastic prediction and probabilistic inference. A Quantum Bayesian Netwo…
Quantum circuit representation of Bayesian networks
Sima E. Borujeni, Saideep Nannapaneni, Nam H. Nguyen +2
Probabilistic graphical models such as Bayesian networks are widely used to model stochastic systems to perform various types of analysis such as probabilistic prediction, risk ana…