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M

Mahdi Imani

Northeastern University

23H-index
94Paper Count
1.5KCitation Count
Published Papers 21
Publication Date
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Posterior-conditioned multi-agent reinforcement learning for adaptive cyber defense
errArtificial Intelligence
IF4.6
err2026-09-01
err0
PREAI
errKazeminajafabadi, Armita; Ravari, Amirhossein; Bastian, Nathaniel D.; Lan, Tian; Imani, Mahdi
errShare
errSave
Decentralized Reinforcement Learning for Asymmetric Gene Network Interventions
errIEEE Transactions on Computational Biology and Bioinformatics
IF0
err2025-11-17
err0
PREAI
errSeyed Hamid Hosseini; Mahdi Imani
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errSave
Modeling Defensive Response of Cells to Therapies: Equilibrium Interventions for Regulatory Networks
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2024-09-01
err0
PREAI
errHosseini, Seyed Hamid; Imani, Mahdi
errShare
errSave
Bayesian Lookahead Perturbation Policy for Inference of Regulatory Networks
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2024-09-01
err1
PREAI
errAlali, Mohammad; Imani, Mahdi
errShare
errSave
Bayesian reinforcement learning for navigation planning in unknown environments
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2024-07-04
err0
errOAAI
errAlali, Mohammad; Imani, Mahdi
errShare
errSave
Deep reinforcement learning sensor scheduling for effective monitoring of dynamical systems
errSYSTEMS SCIENCE & CONTROL ENGINEERING
IF4.4
err2024-04-23
err5
errOAAI
errAlali, Mohammad; Kazeminajafabadi, Armita; Imani, Mahdi
errShare
errSave
Dynamic MAC Protocol for Wireless Spectrum Sharing via Hyperdimensional Self-Learning
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errNi, Yang; Abraham, Danny; Issa, Mariam; Hernandez-Cano, Alejandro; Imani, Mahdi; Mercati, Pietro; Imani, Mohsen
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errSave
Optimal monitoring and attack detection of networks modeled by Bayesian attack graphs
errCYBERSECURITY
IF3.7
err2023-09-01
err9
errOAAI
errKazeminajafabadi, Armita; Imani, Mahdi
errShare
errSave
Graph-Based Bayesian Optimization for Large-Scale Objective-Based Experimental Design
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-10-01
err18
errOAAI
errImani, Mahdi; Ghoreishi, Seyede Fatemeh
errShare
errSave
Two-Stage Bayesian Optimization for Scalable Inference in State-Space Models
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-10-01
err13
errOAAI
errImani, Mahdi; Ghoreishi, Seyede Fatemeh
errShare
errSave
Scalable Inverse Reinforcement Learning Through Multifidelity Bayesian Optimization
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-08-01
err51
errOAAI
errImani, Mahdi; Ghoreishi, Seyede Fatemeh
errShare
errSave
Bayesian Optimization for Expensive Smooth-Varying Functions
errIEEE INTELLIGENT SYSTEMS
IF6.1
err2022-07-01
err5
PREAI
errImani, Mahdi; Imani, Mohsen; Ghoreishi, Seyede Fatemeh
errShare
errSave
Optimal Finite-Horizon Perturbation Policy for Inference of Gene Regulatory Networks
errIEEE INTELLIGENT SYSTEMS
IF6.1
err2021-01-01
err20
errOAAI
errImani, Mahdi; Ghoreishi, Seyede Fatemeh
errShare
errSave
Adaptive Particle Filtering for Fault Detection in Partially-Observed Boolean Dynamical Systems
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2020-07-01
err22
errOAAI
errBahadorinejad, Arghavan; Imani, Mahdi; Braga-Neto, Ulisses M.
errShare
errSave
Boolean Kalman filter and smoother under model uncertainty
errAUTOMATICA
IF5.9
err2020-01-01
err37
PREAI
errImani, Mandi; Dougherty, Edward R.; Braga-Neto, Ulisses
errShare
errSave
Control of Gene Regulatory Networks Using Bayesian Inverse Reinforcement Learning
errIEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF3.4
err2019-07-01
err51
PREAI
errImani, Mahdi; Braga-Neto, Ulisses M.
errShare
errSave
Scalable optimal Bayesian classification of single-cell trajectories under regulatory model uncertainty
errBMC GENOMICS
IF3.7
err2019-06-13
err17
errOAAI
errHajiramezanali, Ehsan; Imani, Mahdi; Braga-Neto, Ulisses; Qian, Xiaoning; Dougherty, Edward R.
errShare
errSave
Point-Based Methodology to Monitor and Control Gene Regulatory Networks via Noisy Measurements
errIEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF3.9
err2019-05-01
err18
errOAAI
errImani, Mahdi; Braga-Neto, Ulisses M.
errShare
errSave
Finite-horizon LQR controller for partially-observed Boolean dynamical systems
errAUTOMATICA
IF5.9
err2018-09-01
err29
errOAAI
errImani, Mandi; Braga-Neto, Ulisses M.
errShare
errSave
Control of Gene Regulatory Networks With Noisy Measurements and Uncertain Inputs
errIEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS
IF5
err2018-06-01
err33
errOAAI
errImani, Mahdi; Braga-Neto, Ulisses M.
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
E
Edward R. Dougherty
H-index: 68 · Papers: 913
M
Mohsen Imani
H-index: 45 · Papers: 353
U
Ulisses Braga-Neto
H-index: 39 · Papers: 223
X
Xiaoning Qian
H-index: 34 · Papers: 357
T
Tian Lan
H-index: 32 · Papers: 233
View more