Mahdi Imani
Orcid: 0000-0001-9570-9909
According to our database1,
Mahdi Imani
authored at least 48 papers
between 2015 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
IEEE Trans. Artif. Intell., August, 2024
Inf. Sci., 2024
CoRR, 2024
CoRR, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
2023
Optimal monitoring and attack detection of networks modeled by Bayesian attack graphs.
Cybersecur., December, 2023
IEEE Control. Syst. Lett., 2023
A Bayesian Optimization Framework for Finding Local Optima in Expensive Multimodal Functions.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
Proceedings of the American Control Conference, 2023
2022
Graph-Based Bayesian Optimization for Large-Scale Objective-Based Experimental Design.
IEEE Trans. Neural Networks Learn. Syst., 2022
IEEE Trans. Neural Networks Learn. Syst., 2022
IEEE Trans. Neural Networks Learn. Syst., 2022
IEEE Intell. Syst., 2022
A Bayesian Optimization Framework for Finding Local Optima in Expensive Multi-Modal Functions.
CoRR, 2022
BioHD: an efficient genome sequence search platform using HyperDimensional memorization.
Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022
Optimal Bayesian Biomarker Selection for Gene Regulatory Networks under Regulatory Model Uncertainty.
Proceedings of the American Control Conference, 2022
2021
Bayesian Surrogate Learning for Uncertainty Analysis of Coupled Multidisciplinary Systems.
J. Comput. Inf. Sci. Eng., 2021
Optimal Finite-Horizon Perturbation Policy for Inference of Gene Regulatory Networks.
IEEE Intell. Syst., 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the 2021 American Control Conference, 2021
2020
Adaptive Particle Filtering for Fault Detection in Partially-Observed Boolean Dynamical Systems.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020
Proceedings of the 2020 American Control Conference, 2020
Bayesian Optimization for Efficient Design of Uncertain Coupled Multidisciplinary Systems.
Proceedings of the 2020 American Control Conference, 2020
2019
Point-Based Methodology to Monitor and Control Gene Regulatory Networks via Noisy Measurements.
IEEE Trans. Control. Syst. Technol., 2019
IEEE ACM Trans. Comput. Biol. Bioinform., 2019
Offline Fault Detection in Gene Regulatory Networks using Next-Generation Sequencing Data.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
MFBO-SSM: Multi-Fidelity Bayesian Optimization for Fast Inference in State-Space Models.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
IEEE Trans. Control. Netw. Syst., 2018
EURASIP J. Adv. Signal Process., 2018
Sequential Experimental Design for Optimal Structural Intervention in Gene Regulatory Networks Based on the Mean Objective Cost of Uncertainty.
CoRR, 2018
Autom., 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Scalable Optimal Bayesian Classification of Single-Cell Trajectories under Regulatory Model Uncertainty.
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018
Proceedings of the 2018 Annual American Control Conference, 2018
2017
IEEE Trans. Signal Process., 2017
BoolFilter: an R package for estimation and identification of partially-observed Boolean dynamical systems.
BMC Bioinform., 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 American Control Conference, 2017
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
2016
Point-based value iteration for partially-observed Boolean dynamical systems with finite observation space.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
State-feedback control of Partially-Observed Boolean Dynamical Systems using RNA-seq time series data.
Proceedings of the 2016 American Control Conference, 2016
2015
Optimal state estimation for boolean dynamical systems using a boolean Kalman smoother.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
Optimal gene regulatory network inference using the Boolean Kalman filter and multiple model adaptive estimation.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015