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Amini, Mohammadhadi
Graduate Faculty
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Associate Professor
,
Knight Foundation School of Computing and Information Sciences
,
College of Engineering and Computing
moamini@fiu.edu
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Sustainability, Optimization, and Learning for InterDependent Networks laboratory
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Publications
Research
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View All
Publications
Patents issued
Anomalous Activity Recognition in Videos
Patent
selected scholarly works & creative activities
Article
2026
Cybersecurity for next-generation road transportation: A review
.
ACM Journal on Autonomous Transportation Systems
. 3:1-42.
Full Text via DOI:
10.1145/3744352
2025
A Survey on Optimal Transport for Machine Learning: Theory and Applications
.
IEEE Access
. 13:26506-26526.
Full Text via DOI:
10.1109/ACCESS.2025.3539926
Web of Science:
001422050900037
2025
BART-FL: A Backdoor Attack-Resilient Federated Aggregation Technique for Cross-Silo Applications
.
IEEE TRANSACTIONS ON MACHINE LEARNING IN COMMUNICATIONS AND NETWORKING
. 3:1311-1325.
Full Text via DOI:
10.1109/TMLCN.2025.3611398
Web of Science:
001631846000001
2025
Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing
.
IEEE Transactions on Artificial Intelligence
. 6:2110-2118.
Full Text via DOI:
10.1109/TAI.2025.3539258
2025
QuanCrypt-FL: Quantized Homomorphic Encryption with Pruning for Secure Federated Learning
.
IEEE Transactions on Artificial Intelligence
.
Full Text via DOI:
10.1109/TAI.2025.3612906
2024
Coordinated restoration of interdependent critical infrastructures: A novel distributed decision-making mechanism integrating optimization and reinforcement learning
.
Sustainable Cities and Society
. 114.
Full Text via DOI:
10.1016/j.scs.2024.105761
Web of Science:
001316816700001
2024
A Secure Object Detection Technique for Intelligent Transportation Systems
.
IEEE OPEN JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS
. 5:495-508.
Full Text via DOI:
10.1109/OJITS.2024.3440876
Web of Science:
001300979900002
2024
Fast high-fidelity flood inundation map generation by super-resolution techniques
.
Journal of Hydroinformatics
. 26:319-336.
Full Text via DOI:
10.2166/hydro.2024.228
Web of Science:
001134849300001
2024
Forecasting and optimization for minimizing combined sewer overflows using Machine learning frameworks and its inversion techniques
.
Journal of Hydrology
. 628.
Full Text via DOI:
10.1016/j.jhydrol.2023.130515
Web of Science:
001125667600001
2023
A Survey on Secure and Private Federated Learning Using Blockchain: Theory and Application in Resource-Constrained Computing
.
IEEE Internet of Things Journal
. 10:21942-21958.
Full Text via DOI:
10.1109/JIOT.2023.3313055
Web of Science:
001163472700083
2023
Subset Sensor Selection Optimization: A Genetic Algorithm Approach With Innovative Set Encoding Methods
.
IEEE Sensors Journal
. 23:28462-28473.
Full Text via DOI:
10.1109/JSEN.2023.3322596
Web of Science:
001136437500149
2023
"Towards Real-time House Detection in Aerial Imagery Using Faster Region-based Convolutional Neural Network"
.
IPSI BGD TRANSACTIONS ON INTERNET RESEARCH
. 19:46-54.
Full Text via DOI:
10.58245/ipsi.tir.2302.06
2023
Towards Real-time House Detection in Aerial Imagery Using Faster Region-based Convolutional Neural Network
.
IPSI BGD TRANSACTIONS ON INTERNET RESEARCH
. 19:46-54.
Web of Science:
001034442100006
2023
Scenic routing navigation using property valuation
.
Journal of Big Data
. 10.
Full Text via DOI:
10.1186/s40537-023-00736-1
Web of Science:
000980542100001
2023
A Novel Scalable Reconfiguration Model for the Postdisaster Network Connectivity of Resilient Power Distribution Systems
.
Sensors
. 23.
Full Text via DOI:
10.3390/s23031200
Web of Science:
000930378000001
2023
An integrative framework for coordination of damage assessment, road restoration, and relief distribution in disasters
.
Omega. The International Journal of Management Science
. 115.
Full Text via DOI:
10.1016/j.omega.2022.102748
Web of Science:
000857240300002
2022
Leveraging asynchronous fe derate d learning to predict customers financial distress
.
Intelligent Systems with Applications
. 14.
Full Text via DOI:
10.1016/j.iswa.2022.200064
Web of Science:
001306819800007
2022
A2BCF: An Automated ABC-Based Feature Selection Algorithm for Classification Models in an Education Application
.
Applied Sciences (Switzerland)
. 12.
Full Text via DOI:
10.3390/app12073553
Web of Science:
000780566700001
2022
A Survey on Federated Learning for Resource-Constrained IoT Devices
.
IEEE Internet of Things Journal
. 9:1-24.
Full Text via DOI:
10.1109/JIOT.2021.3095077
Web of Science:
000733323800003
2021
Protection of large-scale smart grids against false data injection cyberattacks leading to blackouts
.
International Journal of Critical Infrastructure Protection
. 35.
Full Text via DOI:
10.1016/j.ijcip.2021.100457
Web of Science:
000701920100005
2021
Preclinical Western Blot in the Era of Digital Transformation and Reproducible Research, an Eastern Perspective
.
Interdisciplinary Sciences - Computational Life Sciences
. 13:490-499.
Full Text via DOI:
10.1007/s12539-021-00442-7
Web of Science:
000657224500002
2021
Data analytics to evaluate the impact of infectious disease on economy: Case study of COVID-19 pandemic
.
Patterns
. 2.
Full Text via DOI:
10.1016/j.patter.2021.100315
Web of Science:
000685349500008
2021
FedResilience: A Federated Learning Application to Improve Resilience of Resource-Constrained Critical Infrastructures
.
Electronics (Switzerland)
. 10.
Full Text via DOI:
10.3390/electronics10161917
Web of Science:
000688857800001
2021
Optimal sizing of battery energy storage in a microgrid considering capacity degradation and replacement year
.
Electric Power Systems Research
. 195.
Full Text via DOI:
10.1016/j.epsr.2021.107170
2021
Topological Data Analysis for Network Resilience Quantification
.
Operations Research Forum
. 2.
Full Text via DOI:
10.1007/s43069-021-00070-3
2021
FedPARL: Client Activity and Resource-Oriented Lightweight Federated Learning Model for Resource-Constrained Heterogeneous IoT Environment
.
FRONTIERS IN COMMUNICATIONS AND NETWORKS
. 2.
Full Text via DOI:
10.3389/frcmn.2021.657653
Web of Science:
001024409100001
2021
Data-driven inferences of agency-level risk and response communication on COVID-19 through social media-based interactions
.
Journal of Emergency Management
. 19:59-82.
Full Text via DOI:
10.5055/jem.0589
2021
The Impacts of a Decision Making Framework on Distribution Network Reconfiguration
.
IEEE Transactions on Sustainable Energy
. 12:634-645.
Full Text via DOI:
10.1109/TSTE.2020.3014518
Web of Science:
000599507600058
2020
Distributed Outage Detection in Power Distribution Networks
.
IEEE Transactions on Smart Grid
. 11:5124-5137.
Full Text via DOI:
10.1109/TSG.2020.2999921
Web of Science:
000583560800047
2020
Optimal allocation ofEVcharging spots along with capacitors in smart distribution network for congestion management
.
International Transactions on Electrical Energy Systems
. 30.
Full Text via DOI:
10.1002/2050-7038.12507
Web of Science:
000541966700001
2020
Sensor Placement for Outage Identifiability in Power Distribution Networks
.
IEEE Transactions on Smart Grid
. 11:1996-2013.
Full Text via DOI:
10.1109/TSG.2019.2945938
Web of Science:
000530243600015
2020
Interdependent Networks: A Data Science Perspective
.
Patterns
. 1.
Full Text via DOI:
10.1016/j.patter.2020.100003
Web of Science:
000653819700003
2020
A Bi-Layer Multi-Objective Techno-Economical Optimization Model for Optimal Integration of Distributed Energy Resources into Smart/Micro Grids
.
Energies
. 13.
Full Text via DOI:
10.3390/en13071706
Web of Science:
000537688400175
2019
Key pre-distribution scheme with join leave support for SCADA systems
.
International Journal of Critical Infrastructure Protection
. 24:111-125.
Full Text via DOI:
10.1016/j.ijcip.2018.10.011
Web of Science:
000459143700010
2019
Distributed Holistic Framework for Smart City Infrastructures: Tale of Interdependent Electrified Transportation Network and Power Grid
.
IEEE Access
. 7:157535-157554.
Full Text via DOI:
10.1109/ACCESS.2019.2950372
Web of Science:
000498835900002
2018
A Decentralized Renewable Generation Management and Demand Response in Power Distribution Networks
.
IEEE Transactions on Sustainable Energy
. 9:1783-1797.
Full Text via DOI:
10.1109/TSTE.2018.2815502
Web of Science:
000445275900028
2018
Probabilistic-possibilistic model for a parking lot in the smart distribution network expansion planning
.
IET Generation, Transmission and Distribution
. 12:3363-3374.
Full Text via DOI:
10.1049/iet-gtd.2018.0366
Web of Science:
000438920400031
2018
A Decentralized Electricity Market Scheme Enabling Demand Response Deployment
.
IEEE Transactions on Power Systems
. 33:4218-4227.
Full Text via DOI:
10.1109/TPWRS.2017.2771279
Web of Science:
000436009500065
2018
What make consumer sign up to PHEVs? Predicting Malaysian consumer behavior in adoption of PHEVs
.
Transportation Research Part A: Policy and Practice
. 113:259-278.
Full Text via DOI:
10.1016/j.tra.2018.04.007
Web of Science:
000438180900018
2018
A decentralized trading algorithm for an electricity market with generation uncertainty
.
Applied Energy
. 218:520-532.
Full Text via DOI:
10.1016/j.apenergy.2018.02.157
Web of Science:
000430994500043
2018
Innovative appraisement of smart grid operation considering large-scale integration of electric vehicles enabling V2G and G2V systems
.
Electric Power Systems Research
. 154:245-256.
Full Text via DOI:
10.1016/j.epsr.2017.08.024
Web of Science:
000416494800024
2018
Optimal Operation of Interdependent Power Systems and Electrified Transportation Networks
.
Energies
. 11.
Full Text via DOI:
10.3390/en11010196
Web of Science:
000424397600196
2018
Toward a Consensus on the Definition and Taxonomy of Power System n Resilience
.
IEEE Access
. 6:32035-32053.
Full Text via DOI:
10.1109/ACCESS.2018.2845378
Web of Science:
000437856600001
2017
An economic dispatch algorithm for congestion management of smart power networks An oblivious routing approachO
.
Energy Systems
. 8:643-667.
Full Text via DOI:
10.1007/s12667-016-0224-6
Web of Science:
000405823500010
2017
A simultaneous approach for optimal allocation of renewable energy sources and electric vehicle charging stations in smart grids based on improved GAPSO algorithm
.
Sustainable Cities and Society
. 32:627-637.
Full Text via DOI:
10.1016/j.scs.2017.05.007
Web of Science:
000406308800051
2017
Hopf Bifurcation Control of Power System Nonlinear Dynamics via a Dynamic State Feedback Controller-Part I: Theory and Modeling
.
IEEE Transactions on Power Systems
. 32:3217-3228.
Full Text via DOI:
10.1109/TPWRS.2016.2633389
Web of Science:
000404046600069
2017
Hopf Bifurcation Control of Power Systems Nonlinear Dynamics Via a Dynamic State Feedback Controller-Part II: Performance Evaluation
.
IEEE Transactions on Power Systems
. 32:3229-3236.
Full Text via DOI:
10.1109/TPWRS.2017.2679131
Web of Science:
000404046600070
2017
A Novel Cloud-Based Platform for Implementation of Oblivious Power Routing for Clusters of Microgrids
.
IEEE Access
. 5:607-619.
Full Text via DOI:
10.1109/ACCESS.2016.2646418
Web of Science:
000396132600036
2017
A novel multi-time-scale modeling for electric power demand forecasting: From short-term to medium-term horizon
.
Electric Power Systems Research
. 142:58-73.
Full Text via DOI:
10.1016/j.epsr.2016.08.031
Web of Science:
000388156200008
2017
Simultaneous allocation of electric vehicles' parking lots and distributed renewable resources in smart power distribution networks
.
Sustainable Cities and Society
. 28:332-342.
Full Text via DOI:
10.1016/j.scs.2016.10.006
Web of Science:
000389322700031
2016
ARIMA-based decoupled time series forecasting of electric vehicle charging demand for stochastic power system operation
.
Electric Power Systems Research
. 140:378-390.
Full Text via DOI:
10.1016/j.epsr.2016.06.003
Web of Science:
000383527300041
2016
Demand Response Program in Smart Grid Using Supply Function Bidding Mechanism
.
IEEE Transactions on Smart Grid
. 7:1277-1284.
Full Text via DOI:
10.1109/TSG.2015.2430364
Web of Science:
000374971000010
2016
Weather-based interruption prediction in the smart grid utilizing chronological data
.
Journal of Modern Power Systems and Clean Energy
. 4:308-315.
Full Text via DOI:
10.1007/s40565-015-0120-4
Web of Science:
000374333000017
2015
PLUG-IN ELECTRIC VEHICLE OWNER BEHAVIOUR STUDY USING FUZZY SYSTEMS
.
International Journal of Power and Energy Systems
. 35:58-63.
Full Text via DOI:
10.2316/Journal.203.2015.2.203-6119
Web of Science:
000367997300003
2014
Optimal Reliability-based Placement of Plug-In Electric Vehicles in Smart Distribution Network
.
International Journal of Energy Science
. 4:43.
Full Text via DOI:
10.14355/ijes.2014.0402.02
Hierarchical Electric Vehicle Charging Aggregator Strategy Using Dantzig-Wolfe Decomposition
.
IEEE Design and Test
. 35:25-36.
Full Text via DOI:
10.1109/MDAT.2017.2759505
Web of Science:
000452183600005
Book
2024
Distributed Machine Learning and Computing
Full Text via DOI:
10.1007/978-3-031-57567-9
2021
Cyberphysical smart cities infrastructures: Optimal operation and intelligent decision making
Full Text via DOI:
10.1002/9781119748342
2021
Flexible resources for smart cities
Full Text via DOI:
10.1007/978-3-030-82796-0
2021
Preface
Full Text via DOI:
10.1515/9783110468007-001
2020
Fundamentals of brooks-iyengar distributed sensing algorithm: Trends, advances, and future prospects
Full Text via DOI:
10.1007/978-3-030-33132-0
2020
Optimization, Learning, and Control for Interdependent Complex Networks
Full Text via DOI:
10.1007/978-3-030-34094-0
2020
Preface
. Ed. 1123.
2019
Sustainable Interdependent Networks II
. Ed. 186.
Full Text via DOI:
10.1007/978-3-319-98923-5
Web of Science:
000847380400016
2019
Sustainable Interdependent Networks II From Smart Power Grids to Intelligent Transportation Networks Preface
. Ed. 186.
Web of Science:
000847380400001
2018
Preface
. Ed. 186.
2018
Sustainable Interdependent Networks: From Theory to Application
. Ed. 145. Ed. Amini, Mohammadhadi.
Full Text via DOI:
10.1007/978-3-319-74412-4
Web of Science:
000444687400016
2016
Smart grids: Security and privacy issues
Full Text via DOI:
10.1007/978-3-319-45050-6
2014
Special Section: In vivo imaging of parasite infection Preface
. Ed. 63.
Full Text via DOI:
10.1016/j.parint.2013.11.003
Web of Science:
000328915400023
Book Chapter
2025
Federated Learning for Cooperative Heterogeneous Agents
. 1-17.
Full Text via DOI:
10.1007/978-1-4614-6624-6_91-1
2024
A Comprehensive Review of Artificial Intelligence and Machine Learning Methods for Modern Healthcare Systems
. 71-110.
Full Text via DOI:
10.1007/978-3-031-57567-9_4
2024
Distributed Machine Learning and Computing: An Overview
. 1-4.
Full Text via DOI:
10.1007/978-3-031-57567-9_1
2024
Vertical Federated Learning: Principles, Applications, and Future Frontiers
. 111-127.
Full Text via DOI:
10.1007/978-3-031-57567-9_5
2023
Federated Learning for Resource-Constrained IoT Devices: Panoramas and State of the Art
. 7-27.
Full Text via DOI:
10.1007/978-3-031-11748-0_2
2022
Exploiting Federated Learning Technique to Recognize Human Activities in Resource-Constrained Environment
. 659-672.
Full Text via DOI:
10.1007/978-3-030-98404-5_60
Web of Science:
000784640700060
2021
Artificial Intelligence and Cybersecurity: Tale of Healthcare Applications
. 1-11.
Full Text via DOI:
10.1002/9781119748342.ch1
2021
Data Analytics for Smart Cities: Challenges and Promises
. 13-27.
Full Text via DOI:
10.1002/9781119748342.ch2
2021
Embodied AI-Driven Operation of Smart Cities: A Concise Review
. 29-45.
Full Text via DOI:
10.1002/9781119748342.ch3
2021
Blockchain Applicability in Internet-of-Things (IoT) Environment
. 41-50.
Full Text via DOI:
10.1007/978-3-030-75025-1_4
2021
Blockchain Interoperability from the Perspective of Interdependent Networks
. 29-38.
Full Text via DOI:
10.1007/978-3-030-75025-1_3
2021
Coupling Blockchain with Emerging Real-Life Applications
. 59-69.
Full Text via DOI:
10.1007/978-3-030-75025-1_6
2021
Human Motion Recognition Using Zero-Shot Learning
. 171-181.
Full Text via DOI:
10.1007/978-3-030-70296-0_14
Web of Science:
000846871000014
2021
Introduction to Blockchain Technology
. 3-13.
Full Text via DOI:
10.1007/978-3-030-75025-1_1
2021
Leveraging Blockchain Technology for Artificial Intelligence
. 51-58.
Full Text via DOI:
10.1007/978-3-030-75025-1_5
2021
Toward Smart Contract and Consensus Mechanisms of Blockchain
. 15-28.
Full Text via DOI:
10.1007/978-3-030-75025-1_2
2020
Theoretical Analysis of Brooks–Iyengar Algorithm: Accuracy and Precision Bound
. 79-107.
Full Text via DOI:
10.1007/978-3-030-33132-0_4
2020
A Novel Fault Tolerant Random Forest Model Using Brooks–Iyengar Fusion
. 159-165.
Full Text via DOI:
10.1007/978-3-030-33132-0_8
2020
An introduction to advanced machine learning: meta-learning algorithms, applications, and promises
. 129-144.
Full Text via DOI:
10.1007/978-3-030-34094-0_6
2020
Applications of nature-inspired algorithms for dimension reduction: Enabling efficient data analytics
. 67-84.
Full Text via DOI:
10.1007/978-3-030-34094-0_4
2020
Bi-level adversary-operator cyberattack framework and algorithms for transmission networks in smart grids
. 183-202.
Full Text via DOI:
10.1007/978-3-030-34094-0_8
2020
Decentralization of Data-source Using Blockchain-Based Brooks–Iyengar Fusion
. 137-157.
Full Text via DOI:
10.1007/978-3-030-33132-0_7
2020
Decentralized operation of interdependent power and energy networks: Blockchain and security
. 61-73.
Full Text via DOI:
10.1016/B978-0-12-817862-1.00004-X
2020
Designing a Deep-Learning Neural Network Chip to Detect Hardware Errors Using Brooks–Iyengar Algorithm
. 167-174.
Full Text via DOI:
10.1007/978-3-030-33132-0_9
2020
Evolutionary computation, optimization, and learning algorithms for data science
. 37-65.
Full Text via DOI:
10.1007/978-3-030-34094-0_3
2020
Fault Tolerant Distributed Sensor Networks
. 43-76.
Full Text via DOI:
10.1007/978-3-030-33132-0_3
2020
Introduction to Algorithms for Wireless Sensor Networks
. 19-41.
Full Text via DOI:
10.1007/978-3-030-33132-0_2
2020
Introduction to Sensor Networks
. 3-17.
Full Text via DOI:
10.1007/978-3-030-33132-0_1
2020
Panorama of optimization, control, and learning algorithms for interdependent SWEET (societal, water, energy, economic, and transportation) networks
. 1-11.
Full Text via DOI:
10.1007/978-3-030-34094-0_1
2020
Promises of fully distributed optimization for iot-based smart city infrastructures
. 15-35.
Full Text via DOI:
10.1007/978-3-030-34094-0_2
2020
Robust Fault Tolerant Rail Door State Monitoring Systems
. 127-133.
Full Text via DOI:
10.1007/978-3-030-33132-0_6
2020
The Profound Impact of the Brooks–Iyengar Algorithm
. 109-124.
Full Text via DOI:
10.1007/978-3-030-33132-0_5
2020
Ubiquitous Brooks–Iyengar’s Robust Distributed Real-Time Sensing Algorithm: Past, Present, and Future
. 175-184.
Full Text via DOI:
10.1007/978-3-030-33132-0_10
2019
A Hierarchical Approach Based on the Frank-Wolfe Algorithm and Dantzig-Wolfe Decomposition for Solving Large Economic Dispatch Problems in Smart Grids
. 41-56.
Full Text via DOI:
10.1007/978-3-030-02656-1_4
2019
A Multi-layer Physic-based Model for Electric Vehicle Energy Demand Estimation in Interdependent Transportation Networks and Power Systems
. 243-253.
Full Text via DOI:
10.1007/978-3-030-28565-4_21
2019
A Panorama of Interdependent Power Systems and Electrified Transportation Networks
. 23-41.
Full Text via DOI:
10.1007/978-3-319-98923-5_2
Web of Science:
000847380400003
2019
A Survey of Recent Developments and Requirements for Modern Power System Control
. 289-316.
Full Text via DOI:
10.1016/B978-0-08-102592-5.00010-7
Web of Science:
000573433700011
2019
Demand Response in Future Power Networks: Panorama and State-of-the-art
. 167-191.
Full Text via DOI:
10.1007/978-3-319-98923-5_10
Web of Science:
000847380400011
2019
Sustainable Smart Cities Through the Lens of Complex Interdependent Infrastructures: Panorama and State-of-the-art
. 45-68.
Full Text via DOI:
10.1007/978-3-319-98923-5_3
Web of Science:
000847380400004
2018
Decomposition methods for distributed optimal power flow: Panorama and case studies of the DC model
. 137-155.
Full Text via DOI:
10.1016/B978-0-12-812441-3.00006-9
2018
A Panorama of Future Interdependent Networks: From Intelligent Infrastructures to Smart Cities
. 1-10.
Full Text via DOI:
10.1007/978-3-319-74412-4_1
Web of Science:
000444687400002
2018
Chapter 6 Decomposition Methods for Distributed Optimal Power Flow: Panorama and Case Studies of the DC Model
. 137-155.
Full Text via DOI:
10.1016/b978-0-12-812441-3.00006-9
2018
Optimal SVC Allocation in Power Systems for Loss Minimization and Voltage Deviation Reduction
. 221-232.
Full Text via DOI:
10.1007/978-3-319-74412-4_12
Web of Science:
000444687400013
2018
Sustainable Interdependent Networks From Theory to Application Preface
. IX-X.
Web of Science:
000444687400001
2017
Bad Data Detection
. 53-68.
Full Text via DOI:
10.1007/978-3-319-45050-6_4
2017
Cloud Network Data Security
. 71-82.
Full Text via DOI:
10.1007/978-3-319-45050-6_5
2017
End-User Data Privacy
. 85-92.
Full Text via DOI:
10.1007/978-3-319-45050-6_6
2017
Error Detection of DC Power Flow Using State Estimation
. 31-51.
Full Text via DOI:
10.1007/978-3-319-45050-6_3
2017
Mobile User Data Privacy
. 93-110.
Full Text via DOI:
10.1007/978-3-319-45050-6_7
2017
Overview of the Security and Privacy Issues in Smart Grids
. 1-16.
Full Text via DOI:
10.1007/978-3-319-45050-6_1
2017
Reliability in Smart Grids
. 19-29.
Full Text via DOI:
10.1007/978-3-319-45050-6_2
Conference
2025
AI-Driven Heterogeneous Robot Teams for Critical Infrastructure Resilience
. 1-8.
Full Text via DOI:
10.23919/oceans59106.2025.11244994
2025
Optimal Transport-Based Domain Alignment as a Preprocessing Step for Federated Learning
. 1049-1054.
Full Text via DOI:
10.1109/icip55913.2025.11084685
2025
Optimal Control of Combined Sewer Overflow (CSO) Using Gradient-Based Neural Network Inversion with Projected Precipitation Inputs
. 725-735.
Web of Science:
001587166000068
2023
FLID: Intrusion Attack and Defense Mechanism for Federated Learning Empowered Connected Autonomous Vehicles (CAVs) Application
Full Text via DOI:
10.1109/DSC61021.2023.10354149
2023
Optimal Control of Combined Sewer Systems to Minimize Sewer Overflows by Using Reinforcement Learning
. 711-722.
Web of Science:
001594525800067
2022
A Machine Learning Framework for Overflow Prediction in Combined Sewer Systems
. 194-205.
Full Text via DOI:
10.1061/9780784484258.019
2021
BIOCAD: Bio-Inspired Optimization for Classification and Anomaly Detection in Digital Healthcare Systems
. 48-58.
Full Text via DOI:
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Preface
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pMixFed: Efficient Personalized Federated Learning through Adaptive Layer-Wise Mixup
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Quantum Encryption for Secure Federated Learning Against Generative Adversarial Network Attacks
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Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing
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Hyper-parameter Optimization for Federated Learning with Step-wise Adaptive Mechanism
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A Survey on Secure and Private Federated Learning Using Blockchain: Theory and Application in Resource-constrained Computing
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3D-model ShapeNet Core Classification using Meta-Semantic Learning
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DRDrV3: Complete Lesion Detection in Fundus Images Using Mask R-CNN, Transfer Learning, and LSTM
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HyP-ABC: A Novel Automated Hyper-Parameter Tuning Algorithm Using Evolutionary Optimization
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FedAR: Activity and Resource-Aware Federated Learning Model for Distributed Mobile Robots
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Malware Detection using Artificial Bee Colony Algorithm
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Data-driven Inferences of Agency-level Risk and Response Communication on COVID-19 through Social Media based Interactions
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Evolutionary Computation, Optimization and Learning Algorithms for Data Science
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Evolutionary Algorithms and Efficient Data Analytics for Image Processing
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Fully Distributed Cooperative Charging for Plug-in Electric Vehicles in Constrained Power Networks
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Optimal Operation of Interdependent Power Systems and Electrified Transportation Networks
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Centralized Load Shedding Based on Thermal Limit of Transmission Lines Against Cascading Events
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Sparsity-Based Error Detection in DC Power Flow State Estimation
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Distributed Security Constrained Economic Dispatch
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Optimal Two-Tier Forecasting Power Generation Model in Smart Grids
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editor of
Book
Sustainable Interdependent Networks: From Theory to Application
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2018
Research
principal investigator on
ADvanced education and research for Machine learning-driven critical Infrastructure REsilience (ADMIRE) Center
awarded by
U.S. Department of Homeland Security
2023 - 2028
National University Transportation Center for Transportation Cyber Security and Resiliency (TraCR)
awarded by
U.S. Department of Transportation
2023 - 2025
SENTRY - Soft Target Engineering to Neutralize the Threat Reality - Year 4
awarded by
U.S. Department of Homeland Security
2024 - 2025
Education and Workforce Training Modules for Artificial Intelligence in Criminal Activity Recognition: Computing and Criminology Perspectives
awarded by
U.S. Department of Homeland Security
2023 - 2025
An AI-driven Threat Detection and Real-time Visualization System for Crowded Places
awarded by
U.S. Department of Homeland Security
2024
Agent-based Learning to Utilize Local Data for Activity Recognition
awarded by
U.S. Department of Homeland Security
2021 - 2024
co-principal investigator on
Grant
IBT/ABC-UTC: Innovative Bridge Technologies/Accelerated Bridge Construction University Transportation Center
awarded by
U.S. Department of Transportation
2023 - 2029
A Physics-Based Artificial Intelligence General Framework for Optimal Control of Sewer Systems to Minimize Sewer Overflows
awarded by
National Science Foundation
2022 - 2026
FIU Thrive
awarded by
Florida Department of Health
2022 - 2023
RAPID: #COVID-19: Understanding Community Response in the Emergence and Spread of Novel Coronavirus through Health Risk Communications in Socio-Technical Systems
awarded by
National Science Foundation
2020 - 2022
subproject principal investigator on
IUCRC Phase II+ Florida International University: Center for Advanced Research in Forensic Science (CARFS)
awarded by
National Science Foundation
2023 - 2028
investigator on
RET in Engineering and Computer Science SITE: Research Experience for Teachers on Cyber-Enabled Technologies
awarded by
National Science Foundation
2021 - 2025
Contact
full name
Mohammadhadi
Amini
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