Florida International University
Edit Your Profile
FIU Discovery
Toggle navigation
Browse
Home
People
Organizations
Scholarly & Creative Works
Research Facilities
Support
Edit Your Profile
Amini, Mohammadhadi
Graduate Faculty
Positions
Assistant Professor
,
Knight Foundation School of Computing and Information Sciences
,
College of Engineering and Computing
moamini@fiu.edu
Google Scholar
Sustainability, Optimization, and Learning for InterDependent Networks laboratory
Website
Share this page
Twitter
Email
Copy link
Share
Scholarly & Creative Works
Research
Contact
Identifiers
View All
Scholarly & Creative Works
selected scholarly works & creative activities
Article
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
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"
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
Web of Science:
001034442100006
2023
Scenic routing navigation using property valuation
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
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-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
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
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
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
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
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
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
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
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
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
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
Full Text via DOI:
10.3390/en13071706
Web of Science:
000537688400175
2019
Key pre-distribution scheme with join leave support for SCADA systems
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 & 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
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-OPTIMIZATION MODELING SIMULATION AND ECONOMIC ASPECTS
. 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
Full Text via DOI:
10.14355/ijes.2014.0402.02
Hierarchical Electric Vehicle Charging Aggregator Strategy Using Dantzig-Wolfe Decomposition
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
Full Text via DOI:
10.1007/978-3-319-98923-5
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
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
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.
Full Text via DOI:
10.1061/9780784484852.067
2023
Privacy Risks Analysis and Mitigation in Federated Learning for Medical Images
. 1870-1873.
Full Text via DOI:
10.1109/BIBM58861.2023.10385829
2022
A Federated Learning Framework for Automated Decision Making with Microscopic Traffic Simulation
Full Text via DOI:
10.1109/ICCCN54977.2022.9868930
Web of Science:
000859267100065
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:
10.1109/ICDH52753.2021.00017
Web of Science:
000852642500006
2021
DeepCOVIDNet: Deep Convolutional Neural Network for COVID-19 Detection from Chest Radiographic Images
. 1703-1710.
Full Text via DOI:
10.1109/BIBM52615.2021.9669767
2021
Distributed Network Optimization for Secure Operation of Interdependent Complex Networks
. 1777-1782.
Full Text via DOI:
10.1109/CSCI54926.2021.00058
Web of Science:
000832229300319
2021
Evolutionary Algorithms and Efficient Data Analytics for Image Processing
Full Text via DOI:
10.1109/IMCOM51814.2021.9377426
Web of Science:
000672556500080
2021
Federated Deep Learning for Heterogeneous Edge Computing
. 1146-1152.
Full Text via DOI:
10.1109/ICMLA52953.2021.00187
Web of Science:
000779208200179
2021
On the Impact of the Embedding Process on Network Resilience Quantification
. 836-839.
Full Text via DOI:
10.1109/CSCI54926.2021.00197
Web of Science:
000832229300146
2021
OptABC: an Optimal Hyperparameter Tuning Approach for Machine Learning Algorithms
. 1138-1145.
Full Text via DOI:
10.1109/ICMLA52953.2021.00186
Web of Science:
000779208200178
2021
Reinforcement Learning - Based Control Systems For Networked Power Infrastructures
. 1113-1116.
Full Text via DOI:
10.1109/CSCI54926.2021.00235
Web of Science:
000832229300195
2021
The application of Evolutionary and Nature Inspired Algorithms in Data Science and Data Analytics
. 255-261.
Full Text via DOI:
10.1109/CSCI54926.2021.00114
Web of Science:
000832229300045
2020
DRDr II: Detecting the Severity Level of Diabetic Retinopathy Using Mask RCNN and Transfer Learning
. 788-792.
Full Text via DOI:
10.1109/CSCI51800.2020.00148
2020
FedAR: Activity and Resource-Aware Federated Learning Model for Distributed Mobile Robots
. 1153-1160.
Full Text via DOI:
10.1109/ICMLA51294.2020.00185
2020
Impact of Weather Conditions on the COVID-19 Pandemic in the United States: A Big Data Analytics Approach
. 418-423.
Full Text via DOI:
10.1109/CSCI51800.2020.00078
2020
A review on impact analysis of electric vehicle charging on power distribution systems
. 420-425.
Full Text via DOI:
10.1109/SPIES48661.2020.9243118
2020
CPD 2020: The 3rd International Workshop on Combining Physical and Data-Driven Knowledge in Ubiquitous Computing
. 500-502.
Full Text via DOI:
10.1145/3410530.3414617
Web of Science:
000842375700105
2020
Cascaded Solid State Transformer Structure to Power Fast EV Charging Stations from Medium Voltage Transmission Lines
. 1359-1364.
Full Text via DOI:
10.1109/IEEECONF51394.2020.9443388
Web of Science:
000681731800261
2020
Distributed Machine Learning for Resilient Operation of Electric Systems
Full Text via DOI:
10.1109/sest48500.2020.9203368
Web of Science:
000722591200061
2020
Leveraging Decentralized Artificial Intelligence to Enhance Resilience of Energy Networks
.
2011 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING
.
Web of Science:
000679246601121
2020
Malware Detection using Artificial Bee Colony Algorithm
. 568-572.
Full Text via DOI:
10.1145/3410530.3414598
Web of Science:
000842375700114
2020
Sensor Fusion Algorithm Implementation on Microchip PIC Microcontroller
. 277-281.
Web of Science:
000621208900046
2019
Distributed Intelligent Algorithm for Interdependent Electrified Transportation and Power Networks
. 73-79.
Full Text via DOI:
10.1145/3345838.3355999
Web of Science:
000557916400010
2019
Distributed Sensing Using Smart End-user Devices: Pathway to Federated Learning for Autonomous IoT
. 1156-1161.
Full Text via DOI:
10.1109/CSCI49370.2019.00218
Web of Science:
000569996300211
2019
On Parameter Tuning in Meta-learning for Computer Vision
. 300-305.
Full Text via DOI:
10.1109/CSCI49370.2019.00060
Web of Science:
000569996300053
2019
Optimal Attack Strategy for Multi-Transmission Line Congestion in Cyber-Physical Smart Grids
Full Text via DOI:
10.1109/igsc48788.2019.8957212
Web of Science:
000533602500037
2019
Optimal Sensor Placement for Topology Identification in Smart Power Grids
Full Text via DOI:
10.1109/ciss.2019.8692792
Web of Science:
000493551600005
2019
Promises of Meta-Learning for Device-Free Human Sensing: Learn to Sense
. 44-47.
Full Text via DOI:
10.1145/3360773.3360884
Web of Science:
000525871200011
2018
High Impedance DC Fault Detection and Localization in HVDC Transmission Lines Using Harmonic Analysis
Web of Science:
000450163703044
2018
Hopf Bifurcation Control of Power System Nonlinear Dynamics via a Dynamic State Feedback Controller-Part I: Theory and Modeling
.
2011 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING
.
Web of Science:
000457893903127
2018
Hopf Bifurcation Control of Power Systems Nonlinear Dynamics Via a Dynamic State Feedback Controller - Part II: Performance Evaluation
.
2011 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING
.
Web of Science:
000457893903070
2018
RTDS Demonstration of Harmonic Amplification in Under Sea/Ground Cables of Offshore Wind Farms
Web of Science:
000450163701120
2017
A Comprehensive Cloud-based Real-time Simulation Framework for Oblivious Power Routing in Clusters of DC Microgrids
. 270-273.
Web of Science:
000426893200042
2017
Application of Cloud Computing in Power Routing for Clusters of Microgrids Using Oblivious Network Routing Algorithm
Web of Science:
000418374401009
2017
Centralized Load Shedding Based on Thermal Limit of Transmission Lines Against Cascading Events
.
2011 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING
.
Web of Science:
000426921802099
2016
An Oblivious Routing-Based Power Flow Calculation Method for Loss Minimization of Smart Power Networks: A Theoretical Perspective
. 641-645.
Full Text via DOI:
10.1109/icmla.2016.0113
2016
A Theoretical Bilevel Control Scheme For Power Networks With Large-Scale Penetration of Distributed Renewable Resources
. 510-515.
Web of Science:
000390300900073
2016
An Oblivious Routing-based Power Flow Calculation Method For Loss Minimization of Smart Power Networks: A Theoretical Perspective
. 641-645.
Full Text via DOI:
10.1109/ICMLA.2016.40
Web of Science:
000399100100104
2016
Best Practices for Online Marketing in Twitter: An Experimental Study
. 504-509.
Web of Science:
000390300900072
2016
Effect of Electric Vehicle Parking Lots' Charging Demand as Dispatchable Loads on Power Systems Loss
. 499-503.
Web of Science:
000390300900071
2016
Sparsity-Based Error Detection in DC Power Flow State Estimation
. 263-268.
Web of Science:
000390300900030
2015
ARIMA-based Demand Forecasting Method Considering Probabilistic Model of Electric Vehicles' Parking Lots
.
2011 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING
.
Web of Science:
000371397501182
2015
DC Power Flow Estimation Utilizing Bayesian-based LMMSE Estimator
.
2011 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING
.
Web of Science:
000371397501179
2015
Distributed Security Constrained Economic Dispatch
Web of Science:
000380445100208
2015
Smart Grid Reliability Assessment Utilizing Boolean Driven Markov Process and Variable Weather Conditions
Web of Science:
000377206200022
2015
Smart Residential Energy Scheduling Utilizing Two Stage Mixed Integer Linear Programming
Web of Science:
000377206200021
2014
Allocation of Electric Vehicles' Parking Lots in Distribution Network
Web of Science:
000355408800056
2014
Determination of the Minimum-Variance Unbiased Estimator for DC Power-Flow Estimation
. 114-118.
Web of Science:
000389471600010
2014
LVRT Capability Assessment of FSIG-based Wind Turbine Utilizing UPQC and SFCL
.
2011 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING
.
Web of Science:
000349551504084
2013
Forecasting the PEV Owner Reaction to the Electricity Price Based on the Customer Acceptance Index
. 264-267.
Web of Science:
000333252700045
2013
Load Management Using Multi-Agent Systems in Smart Distribution Network
.
2011 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING
.
Web of Science:
000331874300099
2013
Probabilistic Modelling of Electric Vehicles' Parking Lots Charging Demand
Web of Science:
000333194300197
2012
Evaluating the effect of demand response programs and fuel cost on PHEV owners behavior, a mathematical approach
Editorial Material
2021
Preface
. v-vi.
Preprint
2023
A Survey on Secure and Private Federated Learning Using Blockchain: Theory and Application in Resource-constrained Computing
Full Text via DOI:
10.48550/arxiv.2303.13727
2022
3D-model ShapeNet Core Classification using Meta-Semantic Learning
Full Text via DOI:
10.48550/arxiv.2205.15869
2022
The application of Evolutionary and Nature Inspired Algorithms in Data Science and Data Analytics
Full Text via DOI:
10.48550/arxiv.2202.03859
2021
OptABC: an Optimal Hyperparameter Tuning Approach for Machine Learning Algorithms
Full Text via DOI:
10.48550/arxiv.2112.08511
2021
Data Analytics for Smart cities: Challenges and Promises
Full Text via DOI:
10.48550/arxiv.2109.05581
2021
HyP-ABC: A Novel Automated Hyper-Parameter Tuning Algorithm Using Evolutionary Optimization
Full Text via DOI:
10.48550/arxiv.2109.05319
2021
Embodied AI-Driven Operation of Smart Cities: A Concise Review
Full Text via DOI:
10.36227/techrxiv.16370823.v1
2021
Embodied AI-Driven Operation of Smart Cities: A Concise Review
Full Text via DOI:
10.48550/arxiv.2108.09823
2021
DRDrV3: Complete Lesion Detection in Fundus Images Using Mask R-CNN, Transfer Learning, and LSTM
Full Text via DOI:
10.48550/arxiv.2108.08095
2021
HyP-ABC: A Novel Automated Hyper-Parameter Tuning Algorithm Using Evolutionary Optimization
Full Text via DOI:
10.36227/techrxiv.14714508.v2
2021
Search Algorithms for Automated Hyper-Parameter Tuning
Full Text via DOI:
10.48550/arxiv.2104.14677
2021
FedAR: Activity and Resource-Aware Federated Learning Model for Distributed Mobile Robots
Full Text via DOI:
10.48550/arxiv.2101.03705
2021
Towards Real-Time House Detection in Aerial Images Using Faster Region-Based Convolutional Neural Network
Full Text via DOI:
10.2139/ssrn.3994191
2020
Malware Detection using Artificial Bee Colony Algorithm
Full Text via DOI:
10.48550/arxiv.2012.00845
2020
DRDr II: Detecting the Severity Level of Diabetic Retinopathy Using Mask RCNN and Transfer Learning
Full Text via DOI:
10.48550/arxiv.2011.14733
2020
Data-driven Inferences of Agency-level Risk and Response Communication on COVID-19 through Social Media based Interactions
Full Text via DOI:
10.48550/arxiv.2008.03866
2020
Federated Learning for Resource-Constrained IoT Devices: Panoramas and State-of-the-art
Full Text via DOI:
10.48550/arxiv.2002.10610
2020
On Parameter Tuning in Meta-learning for Computer Vision
Full Text via DOI:
10.48550/arxiv.2003.00837
2019
Leveraging Decentralized Artificial Intelligence to Enhance Resilience of Energy Networks
Full Text via DOI:
10.48550/arxiv.1911.07690
2019
An Introduction to Advanced Machine Learning : Meta Learning Algorithms, Applications and Promises
Full Text via DOI:
10.48550/arxiv.1908.09788
2019
Applications of Nature-Inspired Algorithms for Dimension Reduction: Enabling Efficient Data Analytics
Full Text via DOI:
10.48550/arxiv.1908.08563
2019
Evolutionary Computation, Optimization and Learning Algorithms for Data Science
Full Text via DOI:
10.48550/arxiv.1908.08006
2019
Evolutionary Algorithms and Efficient Data Analytics for Image Processing
Full Text via DOI:
10.48550/arxiv.1907.12914
2019
Sensor Placement for Outage Identifiability in Power Distribution Networks
Full Text via DOI:
10.48550/arxiv.1902.06274
2018
Fully Distributed Cooperative Charging for Plug-in Electric Vehicles in Constrained Power Networks
Full Text via DOI:
10.48550/arxiv.1806.11190
2017
Optimal Operation of Interdependent Power Systems and Electrified Transportation Networks
Full Text via DOI:
10.48550/arxiv.1701.03487
2016
Centralized Load Shedding Based on Thermal Limit of Transmission Lines Against Cascading Events
Full Text via DOI:
10.48550/arxiv.1611.08891
2016
Sparsity-Based Error Detection in DC Power Flow State Estimation
2015
Distributed Security Constrained Economic Dispatch
Full Text via DOI:
10.48550/arxiv.1511.02548
2015
Optimal Two-Tier Forecasting Power Generation Model in Smart Grids
HyP-ABC: A Novel Automated Hyper-Parameter Tuning Algorithm Using Evolutionary Optimization
Full Text via DOI:
10.36227/techrxiv.14714508.v1
Review
2017
A market modeling review study on predicting Malaysian consumer behavior towards widespread adoption of PHEV/EV
.
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
. 17955-17975.
Full Text via DOI:
10.1007/s11356-017-9153-8
Web of Science:
000407577800001
editor of
Book
Sustainable Interdependent Networks: From Theory to Application
. Ed. 145.
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 - 2024
An AI-driven Threat Detection and Real-time Visualization System for Crowded Places
awarded by
U.S. Department of Homeland Security
2024
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 - 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
A Physics-Based Artificial Intelligence General Framework for Optimal Control of Sewer Systems to Minimize Sewer Overflows
awarded by
National Science Foundation
2022 - 2025
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
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
Identifiers
ORCID iD
https://orcid.org/0000-0002-2768-3601
(confirmed)
visualizations
Co-author Network
Co-investigator Network
Map of Science