Concepedia

Mahdi Imani

MI

41

Publications

1.3K

Citations

23

H-Index

2012

Active since

Affiliations

Texas A&M University(Current)

Northeastern University

George Washington University

University of Maryland, College Park

Mahdi Imani is an author at Texas A&M University specializing in engineering, systems engineering, and uncertainty quantification.

Top concepts

EngineeringSystems EngineeringUncertainty QuantificationSystems BiologyMachine LearningProcess ControlData ScienceComputational BiologyComputer ScienceBiostatistics

Publications per year

2012–2024

41

Publications

41

Maximum-Likelihood Adaptive Filter for Partially Observed Boolean Dynamical Systems

Mahdi Imani, Ulisses Braga-Neto · IEEE Transactions on Signal Processing · 2016 · 113 citations · Full text

Particle filters for partially-observed Boolean dynamical systems

Mahdi Imani, Ulisses Braga-Neto · Automatica · 2017 · 70 citations

Particle Filters, Filtering Technique, Digital Filter +2

Control of Gene Regulatory Networks Using Bayesian Inverse Reinforcement Learning

Mahdi Imani, Ulisses Braga-Neto · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2018 · 68 citations

Artificial Intelligence, Engineering, Machine Learning +17

MFBO-SSM: Multi-Fidelity Bayesian Optimization for Fast Inference in State-Space Models

Mahdi Imani, Seyede Fatemeh Ghoreishi, Douglas Allaire et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 66 citations · Full text

Engineering, Machine Learning, Multi-fidelity Bayesian Optimization +18

Bayesian Control of Large MDPs with Unknown Dynamics in Data-Poor Environments

Mahdi Imani, Seyede Fatemeh Ghoreishi, Ulisses Braga-Neto · Neural Information Processing Systems · 2018 · 62 citations

Artificial Intelligence, Bayesian Decision Theory, Unknown Dynamics +21

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