Amini, Mohammadhadi
- Assistant Professor, School of Computing and Information Sciences , College of Engineering and Computing

Overview
overview
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Hadi Amini is an Assistant Professor at the Knight Foundation School of Computing and Information Sciences at Florida International University. He is the director of Sustainability, Optimization, and Learning for InterDependent networks laboratory (www.solidlab.network). He received his Ph.D. in Electrical and Computer Engineering from Carnegie Mellon University in 2019, where he received his M.Sc. degree in 2015. He also holds a doctoral degree in Computer Science and Technology. Prior to that, he received M.Sc. degree from Tarbiat Modares University in 2013, and the B.Sc. degree from Sharif University of Technology in 2011. His research interests include machine learning and optimization algorithms, distributed computing and intelligence, sensor networks, interdependent networks, and cyber-physical resilience. Application domains include robotics, smart cities, energy systems, intelligent transportation networks, and healthcare.
He is a life member of IEEE-Eta Kappa Nu (IEEE-HKN), the honor society of IEEE. He served as President of Carnegie Mellon University Energy Science and Innovation Club; as technical program committee of several IEEE and ACM conferences; and as the lead editor for a book series on ‘‘Sustainable Interdependent Networks’’ since 2017. He also serves as Associate Editor of SN Operations Research Forum and International Transactions on Electrical Energy Systems. He has published more than 90 refereed journal and conference papers, and book chapters. He edited/authored six books. He is the recipient of the best paper award from “2019 IEEE Conference on Computational Science & Computational Intelligence”, best reviewer award from four IEEE Transactions, the best journal paper award in “Journal of Modern Power Systems and Clean Energy”, and the dean’s honorary award from the President of Sharif University of Technology. (Homepage: www.hadiamini.com)
research interests
- Machine learning and optimization algorithms, distributed algorithms, federated learning, sensor networks, critical infrastructure resilience; cyberphysical security; interdependent networks resilience;
Scholarly & Creative Works
selected publications
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Article
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2022A2BCF: An Automated ABC-Based Feature Selection Algorithm for Classification Models in an Education ApplicationFull Text via DOI: 10.3390/app12073553 Web of Science: 000780566700001
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2022A Survey on Federated Learning for Resource-Constrained IoT DevicesFull Text via DOI: 10.1109/JIOT.2021.3095077 Web of Science: 000733323800003
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2021Data analytics to evaluate the impact of infectious disease on economy: Case study of COVID-19 pandemicFull Text via DOI: 10.1016/j.patter.2021.100315 Web of Science: 000685349500008
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2021FedResilience: A Federated Learning Application to Improve Resilience of Resource-Constrained Critical InfrastructuresFull Text via DOI: 10.3390/electronics10161917 Web of Science: 000688857800001
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2021Protection of large-scale smart grids against false data injection cyberattacks leading to blackoutsFull Text via DOI: 10.1016/j.ijcip.2021.100457 Web of Science: 000701920100005
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2021Preclinical Western Blot in the Era of Digital Transformation and Reproducible Research, an Eastern PerspectiveFull Text via DOI: 10.1007/s12539-021-00442-7 Web of Science: 000657224500002
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2021Topological Data Analysis for Network Resilience QuantificationFull Text via DOI: 10.1007/s43069-021-00070-3
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2021The Impacts of a Decision Making Framework on Distribution Network ReconfigurationFull Text via DOI: 10.1109/TSTE.2020.3014518 Web of Science: 000599507600058
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2020Distributed Outage Detection in Power Distribution NetworksFull Text via DOI: 10.1109/TSG.2020.2999921 Web of Science: 000583560800047
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2020Sensor Placement for Outage Identifiability in Power Distribution NetworksFull Text via DOI: 10.1109/TSG.2019.2945938 Web of Science: 000530243600015
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2020Interdependent Networks: A Data Science PerspectiveFull Text via DOI: 10.1016/j.patter.2020.100003 Web of Science: 000653819700003
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2019Key pre-distribution scheme with join leave support for SCADA systemsFull Text via DOI: 10.1016/j.ijcip.2018.10.011 Web of Science: 000459143700010
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2018A Decentralized Renewable Generation Management and Demand Response in Power Distribution NetworksFull Text via DOI: 10.1109/TSTE.2018.2815502 Web of Science: 000445275900028
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2018Probabilistic-possibilistic model for a parking lot in the smart distribution network expansion planningFull Text via DOI: 10.1049/iet-gtd.2018.0366 Web of Science: 000438920400031
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2018A Decentralized Electricity Market Scheme Enabling Demand Response DeploymentFull Text via DOI: 10.1109/TPWRS.2017.2771279 Web of Science: 000436009500065
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2018What make consumer sign up to PHEVs? Predicting Malaysian consumer behavior in adoption of PHEVsFull Text via DOI: 10.1016/j.tra.2018.04.007 Web of Science: 000438180900018
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2018A decentralized trading algorithm for an electricity market with generation uncertaintyFull Text via DOI: 10.1016/j.apenergy.2018.02.157 Web of Science: 000430994500043
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2018Optimal Operation of Interdependent Power Systems and Electrified Transportation NetworksFull Text via DOI: 10.3390/en11010196 Web of Science: 000424397600196
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2018Toward a Consensus on the Definition and Taxonomy of Power System n ResilienceFull Text via DOI: 10.1109/ACCESS.2018.2845378 Web of Science: 000437856600001
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2017An economic dispatch algorithm for congestion management of smart power networks An oblivious routing approachOFull Text via DOI: 10.1007/s12667-016-0224-6 Web of Science: 000405823500010
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2017Hopf Bifurcation Control of Power System Nonlinear Dynamics via a Dynamic State Feedback Controller-Part I: Theory and ModelingFull Text via DOI: 10.1109/TPWRS.2016.2633389 Web of Science: 000404046600069
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2017A Novel Cloud-Based Platform for Implementation of Oblivious Power Routing for Clusters of MicrogridsFull Text via DOI: 10.1109/ACCESS.2016.2646418 Web of Science: 000396132600036
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2017A novel multi-time-scale modeling for electric power demand forecasting: From short-term to medium-term horizonFull Text via DOI: 10.1016/j.epsr.2016.08.031 Web of Science: 000388156200008
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2016ARIMA-based decoupled time series forecasting of electric vehicle charging demand for stochastic power system operationFull Text via DOI: 10.1016/j.epsr.2016.06.003 Web of Science: 000383527300041
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2016Demand Response Program in Smart Grid Using Supply Function Bidding MechanismFull Text via DOI: 10.1109/TSG.2015.2430364 Web of Science: 000374971000010
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2016Weather-based interruption prediction in the smart grid utilizing chronological dataFull Text via DOI: 10.1007/s40565-015-0120-4 Web of Science: 000374333000017
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2015PLUG-IN ELECTRIC VEHICLE OWNER BEHAVIOUR STUDY USING FUZZY SYSTEMSFull Text via DOI: 10.2316/Journal.203.2015.2.203-6119 Web of Science: 000367997300003
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Book
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2020Preface. Ed. 1123.
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2018Preface. Ed. 186.
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2018Sustainable 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
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Book Chapter
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2022Exploiting 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
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2021Artificial Intelligence and Cybersecurity: Tale of Healthcare Applications. 1-11.Full Text via DOI: 10.1002/9781119748342.ch1
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2021Data Analytics for Smart Cities: Challenges and Promises. 13-27.Full Text via DOI: 10.1002/9781119748342.ch2
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2021Embodied AI‐Driven Operation of Smart Cities: A Concise Review. 29-45.Full Text via DOI: 10.1002/9781119748342.ch3
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2021Human Motion Recognition Using Zero-Shot Learning. 171-181.Full Text via DOI: 10.1007/978-3-030-70296-0_14
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2021Blockchain Applicability in Internet-of-Things (IoT) Environment. 41-50.Full Text via DOI: 10.1007/978-3-030-75025-1_4
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2021Blockchain Interoperability from the Perspective of Interdependent Networks. 29-38.Full Text via DOI: 10.1007/978-3-030-75025-1_3
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2021Coupling Blockchain with Emerging Real-Life Applications. 59-69.Full Text via DOI: 10.1007/978-3-030-75025-1_6
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2021Leveraging Blockchain Technology for Artificial Intelligence. 51-58.Full Text via DOI: 10.1007/978-3-030-75025-1_5
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2021Toward Smart Contract and Consensus Mechanisms of Blockchain. 15-28.Full Text via DOI: 10.1007/978-3-030-75025-1_2
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2020A Novel Fault Tolerant Random Forest Model Using Brooks–Iyengar Fusion. 159-165.Full Text via DOI: 10.1007/978-3-030-33132-0_8
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2020Decentralization of Data-source Using Blockchain-Based Brooks–Iyengar Fusion. 137-157.Full Text via DOI: 10.1007/978-3-030-33132-0_7
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2020Designing 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
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2020Fault Tolerant Distributed Sensor Networks. 43-76.Full Text via DOI: 10.1007/978-3-030-33132-0_3
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2020Introduction to Algorithms for Wireless Sensor Networks. 19-41.Full Text via DOI: 10.1007/978-3-030-33132-0_2
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2020Robust Fault Tolerant Rail Door State Monitoring Systems. 127-133.Full Text via DOI: 10.1007/978-3-030-33132-0_6
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2020The Profound Impact of the Brooks–Iyengar Algorithm. 109-124.Full Text via DOI: 10.1007/978-3-030-33132-0_5
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2020Theoretical Analysis of Brooks–Iyengar Algorithm: Accuracy and Precision Bound. 79-107.Full Text via DOI: 10.1007/978-3-030-33132-0_4
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2020Ubiquitous 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
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2020An 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
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2020Applications 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
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2020Bi-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
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2020Evolutionary computation, optimization, and learning algorithms for data science. 37-65.Full Text via DOI: 10.1007/978-3-030-34094-0_3
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2020Promises of fully distributed optimization for iot-based smart city infrastructures. 15-35.Full Text via DOI: 10.1007/978-3-030-34094-0_2
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2019A 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
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2019A panorama of interdependent power systems and electrified transportation networks. 23-41.Full Text via DOI: 10.1007/978-3-319-98923-5_2
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2019Demand 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
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2018Decomposition 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
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2018A 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
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2018Optimal 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
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2018Sustainable Interdependent Networks From Theory to Application Preface. IX-X.Web of Science: 000444687400001
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Conference
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2022A Machine Learning Framework for Overflow Prediction in Combined Sewer Systems. 194-205.Full Text via DOI: 10.1061/9780784484258.019
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2021Federated Deep Learning for Heterogeneous Edge Computing. 1146-1152.Full Text via DOI: 10.1109/ICMLA52953.2021.00187 Web of Science: 000779208200179
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2021OptABC: an Optimal Hyperparameter Tuning Approach for Machine Learning Algorithms. 1138-1145.Full Text via DOI: 10.1109/ICMLA52953.2021.00186 Web of Science: 000779208200178
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2021BIOCAD: Bio-Inspired Optimization for Classification and Anomaly Detection in Digital Healthcare Systems. 48-58.Full Text via DOI: 10.1109/ICDH52753.2021.00017
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2021Evolutionary Algorithms and Efficient Data Analytics for Image ProcessingFull Text via DOI: 10.1109/IMCOM51814.2021.9377426 Web of Science: 000672556500080
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2021DeepCOVIDNet: Deep Convolutional Neural Network for COVID-19 Detection from Chest Radiographic Images. 1703-1710.Full Text via DOI: 10.1109/BIBM52615.2021.9669767
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2021Distributed Network Optimization for Secure Operation of Interdependent Complex Networks. 1777-1782.Full Text via DOI: 10.1109/CSCI54926.2021.00058
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2021On the Impact of the Embedding Process on Network Resilience Quantification. 836-839.Full Text via DOI: 10.1109/CSCI54926.2021.00197
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2021Reinforcement Learning - Based Control Systems For Networked Power Infrastructures. 1113-1116.Full Text via DOI: 10.1109/CSCI54926.2021.00235
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2021The application of Evolutionary and Nature Inspired Algorithms in Data Science and Data Analytics. 255-261.Full Text via DOI: 10.1109/CSCI54926.2021.00114
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2020DRDr 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
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2020FedAR: Activity and Resource-Aware Federated Learning Model for Distributed Mobile Robots. 1153-1160.Full Text via DOI: 10.1109/ICMLA51294.2020.00185
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2020Impact 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
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2020Cascaded 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
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2020A review on impact analysis of electric vehicle charging on power distribution systems. 420-425.Full Text via DOI: 10.1109/SPIES48661.2020.9243118
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2020CPD 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
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2020Malware detection using artificial bee colony algorithm. 568-572.Full Text via DOI: 10.1145/3410530.3414598
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2020
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2020Sensor Fusion Algorithm Implementation on Microchip PIC Microcontroller. 277-281.Web of Science: 000621208900046
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2019Distributed 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
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2019On Parameter Tuning in Meta-learning for Computer Vision. 300-305.Full Text via DOI: 10.1109/CSCI49370.2019.00060 Web of Science: 000569996300053
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2019Distributed Intelligent Algorithm for Interdependent Electrified Transportation and Power Networks. 73-79.Full Text via DOI: 10.1145/3345838.3355999 Web of Science: 000557916400010
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2019Promises 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
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2019Optimal Sensor Placement for Topology Identification in Smart Power GridsFull Text via DOI: 10.1109/CISS.2019.8692792
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2016An 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
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2016Best Practices for Online Marketing in Twitter: An Experimental Study. 504-509.Web of Science: 000390300900072
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2016
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2016Sparsity-Based Error Detection in DC Power Flow State Estimation. 263-268.Web of Science: 000390300900030
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2015Distributed Security Constrained Economic DispatchWeb of Science: 000380445100208
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2015
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2014Determination of the Minimum-Variance Unbiased Estimator for DC Power-Flow Estimation. 114-118.Web of Science: 000389471600010
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2014
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2013
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2013
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Preprint
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Review
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2017A market modeling review study on predicting Malaysian consumer behavior towards widespread adoption of PHEV/EV. 17955-17975.Full Text via DOI: 10.1007/s11356-017-9153-8 Web of Science: 000407577800001
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editor of
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Book
Research
principal investigator on
co-principal investigator on
investigator on
Contact
full name
- Mohammadhadi Amini
Identifiers
ORCID iD
- https://orcid.org/0000-0002-2768-3601 (confirmed)