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ORCIDM. Hadi Amini
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- affiliation: Carnegie Mellon University, Pittsburgh, PA, USA
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2020 – today
- 2025
[i37]Yasaman Saadati, Mohammad Rostami, M. Hadi Amini:
pMixFed: Efficient Personalized Federated Learning through Adaptive Layer-Wise Mixup. CoRR abs/2501.11002 (2025)- 2024
- [i36]Badhan Chandra Das, M. Hadi Amini, Yanzhao Wu:
Security and Privacy Challenges of Large Language Models: A Survey. CoRR abs/2402.00888 (2024) - [i35]Hojat Allah Salehi, Md. Jueal Mia, S. Sandeep Pradhan, M. Hadi Amini, Farhad Shirani:
CorBin-FL: A Differentially Private Federated Learning Mechanism using Common Randomness. CoRR abs/2409.13133 (2024) - [i34]Badhan Chandra Das, M. Hadi Amini, Yanzhao Wu:
In-depth Analysis of Privacy Threats in Federated Learning for Medical Data. CoRR abs/2409.18907 (2024) - [i33]Md. Jueal Mia, M. Hadi Amini:
QuanCrypt-FL: Quantized Homomorphic Encryption with Pruning for Secure Federated Learning. CoRR abs/2411.05260 (2024) - [i32]Yasaman Saadati, M. Hadi Amini:
Hyper-parameter Optimization for Federated Learning with Step-wise Adaptive Mechanism. CoRR abs/2411.12244 (2024) - [i31]Ervin Moore, Ahmed Imteaj, Md. Zarif Hossain, Shabnam Rezapour, M. Hadi Amini:
Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing. CoRR abs/2412.20674 (2024) - 2023
- [j16]Ervin Moore, Ahmed Imteaj
, Shabnam Rezapour, M. Hadi Amini:
A Survey on Secure and Private Federated Learning Using Blockchain: Theory and Application in Resource-Constrained Computing. IEEE Internet Things J. 10(24): 21942-21958 (2023) - [j15]Naphtali Rishe, M. Hadi Amini, Malek Adjouadi:
Scenic routing navigation using property valuation. J. Big Data 10(1): 57 (2023) - [j14]Ahmed Imteaj, Vahid Akbari, M. Hadi Amini:
A Novel Scalable Reconfiguration Model for the Postdisaster Network Connectivity of Resilient Power Distribution Systems. Sensors 23(3): 1200 (2023) - [c29]Badhan Chandra Das, M. Hadi Amini, Yanzhao Wu:
Privacy Risks Analysis and Mitigation in Federated Learning for Medical Images. BIBM 2023: 1870-1873 - [c28]Md. Zarif Hossain, Ahmed Imteaj, Saika Zaman, Abdur R. Shahid, Sajedul Talukder, M. Hadi Amini:
FLID: Intrusion Attack and Defense Mechanism for Federated Learning Empowered Connected Autonomous Vehicles (CAVs) Application. DSC 2023: 1-8 - [i30]Ervin Moore, Ahmed Imteaj, Shabnam Rezapour, M. Hadi Amini:
A Survey on Secure and Private Federated Learning Using Blockchain: Theory and Application in Resource-constrained Computing. CoRR abs/2303.13727 (2023) - [i29]Badhan Chandra Das, M. Hadi Amini, Yanzhao Wu:
Privacy Risks Analysis and Mitigation in Federated Learning for Medical Images. CoRR abs/2311.06643 (2023) - 2022
- [j13]Ahmed Imteaj, Urmish Thakker, Shiqiang Wang, Jian Li, M. Hadi Amini:
A Survey on Federated Learning for Resource-Constrained IoT Devices. IEEE Internet Things J. 9(1): 1-24 (2022) - [j12]Ahmed Imteaj, M. Hadi Amini:
Leveraging asynchronous federated learning to predict customers financial distress. Intell. Syst. Appl. 14: 200064 (2022) - [c27]Khandaker Mamun Ahmed, Samuel Muvdi, Jason Liu, M. Hadi Amini:
A Federated Learning Framework for Automated Decision Making with Microscopic Traffic Simulation. ICCCN 2022: 1-9 - [i28]Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, Khaled Rasheed, Thiab R. Taha, M. Hadi Amini, Hamid R. Arabnia:
The application of Evolutionary and Nature Inspired Algorithms in Data Science and Data Analytics. CoRR abs/2202.03859 (2022) - [i27]Farid Ghareh Mohammadi, Cheng Chen, Farzan Shenavarmasouleh, M. Hadi Amini, Beshoy Morkos, Hamid R. Arabnia:
3D-model ShapeNet Core Classification using Meta-Semantic Learning. CoRR abs/2205.15869 (2022) - 2021
- [b1]Ahmed Imteaj, M. Hadi Amini, Panos M. Pardalos:
Foundations of Blockchain - Theory and Applications. Springer Briefs in Computer Science, Springer 2021, ISBN 978-3-030-75024-4, pp. 3-69 - [j11]Javad Khazaei, M. Hadi Amini:
Protection of large-scale smart grids against false data injection cyberattacks leading to blackouts. Int. J. Crit. Infrastructure Prot. 35: 100457 (2021) - [j10]Luiz Manella Pereira, Luis Caicedo Torres, M. Hadi Amini:
Topological Data Analysis for Network Resilience Quantification. Oper. Res. Forum 2(2) (2021) - [j9]Meleik Hyman, Calvin Mark, Ahmed Imteaj, Hamed Ghiaie, Shabnam Rezapour, Arif Mohaimin Sadri, M. Hadi Amini:
Data analytics to evaluate the impact of infectious disease on economy: Case study of COVID-19 pandemic. Patterns 2(8): 100315 (2021) - [c26]Khandaker Mamun Ahmed, Taban Eslami, Fahad Saeed, M. Hadi Amini:
DeepCOVIDNet: Deep Convolutional Neural Network for COVID-19 Detection from Chest Radiographic Images. BIBM 2021: 1703-1710 - [c25]Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, Khaled Rasheed, Thiab R. Taha, M. Hadi Amini, Hamid R. Arabnia:
The application of Evolutionary and Nature Inspired Algorithms in Data Science and Data Analytics. CSCI 2021: 255-261 - [c24]Luiz Manella Pereira, S. Sitharama Iyengar, M. Hadi Amini:
On the Impact of the Embedding Process on Network Resilience Quantification. CSCI 2021: 836-839 - [c23]Namrata Saha, Shabnam Rezapour, M. Hadi Amini:
Reinforcement Learning - Based Control Systems For Networked Power Infrastructures. CSCI 2021: 1113-1116 - [c22]M. Hadi Amini, Laurent L. Njilla, Ahmed Imteaj, Calvin Mark:
Distributed Network Optimization for Secure Operation of Interdependent Complex Networks. CSCI 2021: 1777-1782 - [c21]Nur Imtiazul Haque, Alvi Ataur Khalil, Mohammad Ashiqur Rahman, M. Hadi Amini, Sheikh Iqbal Ahamed:
BIOCAD: Bio-Inspired Optimization for Classification and Anomaly Detection in Digital Healthcare Systems. ICDH 2021: 48-58 - [c20]Leila Zahedi, Farid Ghareh Mohammadi, M. Hadi Amini:
OptABC: an Optimal Hyperparameter Tuning Approach for Machine Learning Algorithms. ICMLA 2021: 1138-1145 - [c19]Khandaker Mamun Ahmed, Ahmed Imteaj, M. Hadi Amini:
Federated Deep Learning for Heterogeneous Edge Computing. ICMLA 2021: 1146-1152 - [c18]Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, M. Hadi Amini, Hamid R. Arabnia:
Evolutionary Algorithms and Efficient Data Analytics for Image Processing. IMCOM 2021: 1-8 - [c17]Ahmed Imteaj, Raghad Alabagi, M. Hadi Amini:
Exploiting Federated Learning Technique to Recognize Human Activities in Resource-Constrained Environment. ICHI 2021: 659-672 - [i26]Ahmed Imteaj, M. Hadi Amini:
FedAR: Activity and Resource-Aware Federated Learning Model for Distributed Mobile Robots. CoRR abs/2101.03705 (2021) - [i25]Leila Zahedi, Farid Ghareh Mohammadi, Shabnam Rezapour, Matthew W. Ohland, M. Hadi Amini:
Search Algorithms for Automated Hyper-Parameter Tuning. CoRR abs/2104.14677 (2021) - [i24]Luis Caicedo Torres, Luiz Manella Pereira, M. Hadi Amini:
A Survey on Optimal Transport for Machine Learning: Theory and Applications. CoRR abs/2106.01963 (2021) - [i23]Farzan Shenavarmasouleh, Farid Ghareh Mohammadi, M. Hadi Amini, Thiab R. Taha, Khaled Rasheed, Hamid R. Arabnia:
DRDrV3: Complete Lesion Detection in Fundus Images Using Mask R-CNN, Transfer Learning, and LSTM. CoRR abs/2108.08095 (2021) - [i22]Farzan Shenavarmasouleh, Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia:
Embodied AI-Driven Operation of Smart Cities: A Concise Review. CoRR abs/2108.09823 (2021) - [i21]Leila Zahedi, Farid Ghareh Mohammadi, M. Hadi Amini:
HyP-ABC: A Novel Automated Hyper-Parameter Tuning Algorithm Using Evolutionary Optimization. CoRR abs/2109.05319 (2021) - [i20]Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, M. Hadi Amini, Hamid R. Arabnia:
Data Analytics for Smart cities: Challenges and Promises. CoRR abs/2109.05581 (2021) - [i19]Leila Zahedi, Farid Ghareh Mohammadi, M. Hadi Amini:
OptABC: an Optimal Hyperparameter Tuning Approach for Machine Learning Algorithms. CoRR abs/2112.08511 (2021) - 2020
- [j8]M. Hadi Amini, Ahmed Imteaj, Panos M. Pardalos:
Interdependent Networks: A Data Science Perspective. Patterns 1(1): 100003 (2020) - [j7]Ananth Narayan Samudrala, M. Hadi Amini, Soummya Kar, Rick S. Blum:
Sensor Placement for Outage Identifiability in Power Distribution Networks. IEEE Trans. Smart Grid 11(3): 1996-2013 (2020) - [j6]Ananth Narayan Samudrala, M. Hadi Amini, Soummya Kar, Rick S. Blum:
Distributed Outage Detection in Power Distribution Networks. IEEE Trans. Smart Grid 11(6): 5124-5137 (2020) - [c16]Syed Rahman, Ahmed Imteaj, Irfan Khan, M. Hadi Amini:
Cascaded Solid State Transformer Structure to Power Fast EV Charging Stations from Medium Voltage Transmission Lines. ACSSC 2020: 1359-1364 - [c15]Xinlei Chen, Shijia Pan, M. Hadi Amini:
CPD 2020: the 3rd international workshop on combining physical and data-driven knowledge in ubiquitous computing. UbiComp/ISWC Adjunct 2020: 500-502 - [c14]Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, M. Hadi Amini, Hamid R. Arabnia:
Malware detection using artificial bee colony algorithm. UbiComp/ISWC Adjunct 2020: 568-572 - [c13]Ahmed Imteaj, M. Hadi Amini:
FedAR: Activity and Resource-Aware Federated Learning Model for Distributed Mobile Robots. ICMLA 2020: 1153-1160 - [c12]Sergio Salas Arriarán, Carlos Valdez, Kalun Lau, M. Hadi Amini, Marek Kropidlowski, Pawel Sniatala:
Sensor Fusion Algorithm Implementation on Microchip PIC Microcontroller. MIXDES 2020: 277-281 - [i18]Ahmed Imteaj, Urmish Thakker, Shiqiang Wang, Jian Li, M. Hadi Amini:
Federated Learning for Resource-Constrained IoT Devices: Panoramas and State-of-the-art. CoRR abs/2002.10610 (2020) - [i17]Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia:
On Parameter Tuning in Meta-learning for Computer Vision. CoRR abs/2003.00837 (2020) - [i16]Md Ashraf Ahmed, Arif Mohaimin Sadri, M. Hadi Amini:
Data-driven Inferences of Agency-level Risk and Response Communication on COVID-19 through Social Media based Interactions. CoRR abs/2008.03866 (2020) - [i15]Farzan Shenavarmasouleh, Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia:
DRDr II: Detecting the Severity Level of Diabetic Retinopathy Using Mask RCNN and Transfer Learning. CoRR abs/2011.14733 (2020) - [i14]Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, M. Hadi Amini, Hamid R. Arabnia:
Malware Detection using Artificial Bee Colony Algorithm. CoRR abs/2012.00845 (2020)
2010 – 2019
- 2019
- [j5]M. Hadi Amini, Javad Mohammadi, Soummya Kar:
Distributed Holistic Framework for Smart City Infrastructures: Tale of Interdependent Electrified Transportation Network and Power Grid. IEEE Access 7: 157535-157554 (2019) - [j4]Pramod T. C, Kianoosh G. Boroojeni, M. Hadi Amini, N. R. Sunitha, S. S. Iyengar:
Key pre-distribution scheme with join leave support for SCADA systems. Int. J. Crit. Infrastructure Prot. 24: 111-125 (2019) - [c11]Ananth Narayan Samudrala, M. Hadi Amini, Soummya Kar, Rick S. Blum:
Optimal Sensor Placement for Topology Identification in Smart Power Grids. CISS 2019: 1-6 - [c10]Mohammed Alkaf, Javad Khazaei, M. Hadi Amini, Dariush Khezrimotlagh:
Optimal Attack Strategy for Multi-Transmission Line Congestion in Cyber-Physical Smart Grids. IGSC 2019: 1-6 - [c9]M. Hadi Amini, Javad Mohammadi, Soummya Kar:
Distributed Intelligent Algorithm for Interdependent Electrified Transportation and Power Networks. DIVANet 2019: 73-79 - [c8]Farid Ghareh Mohammadi, M. Hadi Amini:
Promises of Meta-Learning for Device-Free Human Sensing: Learn to Sense. DFHS@BuildSys 2019: 44-47 - [i13]Ananth Narayan Samudrala, M. Hadi Amini, Soummya Kar, Rick S. Blum:
Optimal Sensor Placement for Topology Identification in Smart Power Grids. CoRR abs/1901.11104 (2019) - [i12]Ananth Narayan Samudrala, M. Hadi Amini, Soummya Kar, Rick S. Blum:
Sensor Placement for Outage Identifiability in Power Distribution Networks. CoRR abs/1902.06274 (2019) - [i11]Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia:
Evolutionary Computation, Optimization and Learning Algorithms for Data Science. CoRR abs/1908.08006 (2019) - [i10]Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia:
Applications of Nature-Inspired Algorithms for Dimension Reduction: Enabling Efficient Data Analytics. CoRR abs/1908.08563 (2019) - [i9]Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia:
An Introduction to Advanced Machine Learning : Meta Learning Algorithms, Applications and Promises. CoRR abs/1908.09788 (2019) - [i8]Ahmed Imteaj, M. Hadi Amini, Javad Mohammadi:
Leveraging Decentralized Artificial Intelligence to Enhance Resilience of Energy Networks. CoRR abs/1911.07690 (2019) - 2018
- [j3]Amin Gholami, Tohid Shekari, Mohammad Hassan Amirioun, Farrokh Aminifar, M. Hadi Amini, Arman Sargolzaei:
Toward a Consensus on the Definition and Taxonomy of Power System Resilience. IEEE Access 6: 32035-32053 (2018) - [j2]M. Hadi Amini, Paul McNamara, Paul Weng, Orkun Karabasoglu, Yinliang Xu:
Hierarchical Electric Vehicle Charging Aggregator Strategy Using Dantzig-Wolfe Decomposition. IEEE Des. Test 35(6): 25-36 (2018) - [i7]M. Hadi Amini, Javad Mohammadi, Soummya Kar:
Fully Distributed Cooperative Charging for Plug-in Electric Vehicles in Constrained Power Networks. CoRR abs/1806.11190 (2018) - 2017
- [j1]Kianoosh G. Boroojeni, M. Hadi Amini, Arash Nejadpak, Tomislav Dragicevic, S. Sitharama Iyengar, Frede Blaabjerg:
A Novel Cloud-Based Platform for Implementation of Oblivious Power Routing for Clusters of Microgrids. IEEE Access 5: 607-619 (2017) - [i6]M. Hadi Amini, Orkun Karabasoglu:
Optimal Operation of Interdependent Power Systems and Electrified Transportation Networks. CoRR abs/1701.03487 (2017) - [i5]Shahab Bahrami, M. Hadi Amini:
A Decentralized Framework for Real-Time Energy Trading in Distribution Networks with Load and Generation Uncertainty. CoRR abs/1705.02575 (2017) - [i4]Shahab Bahrami, M. Hadi Amini:
A Decentralized Trading Algorithm for an Electricity Market with Generation Uncertainty. CoRR abs/1705.02577 (2017) - 2016
- [c7]M. Hadi Amini, Mostafa Rahmani, Kianoosh G. Boroojeni, George K. Atia, S. Sitharama Iyengar, Orkun Karabasoglu:
Sparsity-based error detection in DC power flow state estimation. EIT 2016: 263-268 - [c6]M. Hadi Amini, Kianoosh G. Boroojeni, Cheng Jian Wang, Arash Nejadpak, S. S. Iyengar, Orkun Karabasoglu:
Effect of electric vehicle parking lots' charging demand as dispatchable loads on power systems loss. EIT 2016: 499-503 - [c5]Gongxun Liu, M. Hadi Amini, Kianoosh G. Boroojeni, Arash Nejadpak, S. S. Iyengar:
Best practices for online marketing in Twitter: An experimental study. EIT 2016: 504-509 - [c4]Kianoosh G. Boroojeni, M. Hadi Amini, Arash Nejadpak, S. S. Iyengar, Bakhtyar Hoseinzadeh, Claus Leth Bak:
A theoretical bilevel control scheme for power networks with large-scale penetration of distributed renewable resources. EIT 2016: 510-515 - [c3]Kianoosh G. Boroojeni, M. Hadi Amini, S. S. Iyengar:
An Oblivious Routing-Based Power Flow Calculation Method for Loss Minimization of Smart Power Networks: A Theoretical Perspective. ICMLA 2016: 641-645 - [i3]M. Hadi Amini, Mostafa Rahmani, Kianoosh G. Boroojeni, George K. Atia, S. S. Iyengar, Orkun Karabasoglu:
Sparsity-Based Error Detection in DC Power Flow State Estimation. CoRR abs/1605.04380 (2016) - 2015
- [c2]M. Hadi Amini, Rupamathi Jaddivada, Sakshi Mishra, Orkun Karabasoglu:
Distributed security constrained economic dispatch. ISGT Asia 2015: 1-6 - [i2]Kianoosh G. Boroojeni, Shekoufeh Mokhtari, M. Hadi Amini, S. S. Iyengar:
Optimal Two-Tier Forecasting Power Generation Model in Smart Grids. CoRR abs/1502.00530 (2015) - [i1]M. Hadi Amini, Rupamathi Jaddivada, Sakshi Mishra, Orkun Karabasoglu:
Distributed Security Constrained Economic Dispatch. CoRR abs/1511.02548 (2015) - 2014
- [c1]M. Hadi Amini, Arif Islam:
Allocation of electric vehicles' parking lots in distribution network. ISGT 2014: 1-5
Coauthor Index
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