M. Hadi Amini

According to our database, M. Hadi Amini authored at least 69 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

In-depth Analysis of Privacy Threats in Federated Learning for Medical Data.

Badhan Chandra Das, M. Hadi Amini, Yanzhao Wu

CoRR, 2024

CorBin-FL: A Differentially Private Federated Learning Mechanism using Common Randomness.

Hojat Allah Salehi, Md. Jueal Mia, S. Sandeep Pradhan, M. Hadi Amini, Farhad Shirani

CoRR, 2024

Security and Privacy Challenges of Large Language Models: A Survey.

Badhan Chandra Das, M. Hadi Amini, Yanzhao Wu

CoRR, 2024

2023

Scenic routing navigation using property valuation.

Naphtali Rishe, M. Hadi Amini, Malek Adjouadi

J. Big Data, December, 2023

A Novel Scalable Reconfiguration Model for the Postdisaster Network Connectivity of Resilient Power Distribution Systems.

Ahmed Imteaj, Vahid Akbari, M. Hadi Amini

Sensors, February, 2023

A Survey on Secure and Private Federated Learning Using Blockchain: Theory and Application in Resource-Constrained Computing.

Ervin Moore, Ahmed Imteaj, Shabnam Rezapour, M. Hadi Amini

IEEE Internet Things J., 2023

FLID: Intrusion Attack and Defense Mechanism for Federated Learning Empowered Connected Autonomous Vehicles (CAVs) Application.

Md. Zarif Hossain, Ahmed Imteaj, Saika Zaman, Abdur R. Shahid, Sajedul Talukder, M. Hadi Amini

Proceedings of the IEEE Conference on Dependable and Secure Computing, 2023

Privacy Risks Analysis and Mitigation in Federated Learning for Medical Images.

Badhan Chandra Das, M. Hadi Amini, Yanzhao Wu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Leveraging asynchronous federated learning to predict customers financial distress.

Ahmed Imteaj, M. Hadi Amini

Intell. Syst. Appl., 2022

A Survey on Federated Learning for Resource-Constrained IoT Devices.

Ahmed Imteaj, Urmish Thakker, Shiqiang Wang, Jian Li, M. Hadi Amini

IEEE Internet Things J., 2022

3D-model ShapeNet Core Classification using Meta-Semantic Learning.

Farid Ghareh Mohammadi, Cheng Chen, Farzan Shenavarmasouleh, M. Hadi Amini, Beshoy Morkos, Hamid R. Arabnia

CoRR, 2022

A Federated Learning Framework for Automated Decision Making with Microscopic Traffic Simulation.

Khandaker Mamun Ahmed, Samuel Muvdi, Jason Liu, M. Hadi Amini

Proceedings of the 31st International Conference on Computer Communications and Networks, 2022

2021

Foundations of Blockchain - Theory and Applications

Ahmed Imteaj, M. Hadi Amini, Panos M. Pardalos

Springer Briefs in Computer Science, Springer, ISBN: 978-3-030-75024-4, 2021

Data analytics to evaluate the impact of infectious disease on economy: Case study of COVID-19 pandemic.

Meleik Hyman, Calvin Mark, Ahmed Imteaj, Hamed Ghiaie, Shabnam Rezapour, Arif Mohaimin Sadri, M. Hadi Amini

Patterns, 2021

Topological Data Analysis for Network Resilience Quantification.

Luiz Manella Pereira, Luis Caicedo Torres, M. Hadi Amini

Oper. Res. Forum, 2021

Protection of large-scale smart grids against false data injection cyberattacks leading to blackouts.

Javad Khazaei, M. Hadi Amini

Int. J. Crit. Infrastructure Prot., 2021

Data Analytics for Smart cities: Challenges and Promises.

Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, M. Hadi Amini, Hamid R. Arabnia

CoRR, 2021

HyP-ABC: A Novel Automated Hyper-Parameter Tuning Algorithm Using Evolutionary Optimization.

Leila Zahedi, Farid Ghareh Mohammadi, M. Hadi Amini

CoRR, 2021

Embodied AI-Driven Operation of Smart Cities: A Concise Review.

Farzan Shenavarmasouleh, Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia

CoRR, 2021

DRDrV3: Complete Lesion Detection in Fundus Images Using Mask R-CNN, Transfer Learning, and LSTM.

Farzan Shenavarmasouleh, Farid Ghareh Mohammadi, M. Hadi Amini, Thiab R. Taha, Khaled Rasheed, Hamid R. Arabnia

CoRR, 2021

A Survey on Optimal Transport for Machine Learning: Theory and Applications.

Luis Caicedo Torres, Luiz Manella Pereira, M. Hadi Amini

CoRR, 2021

Search Algorithms for Automated Hyper-Parameter Tuning.

Leila Zahedi, Farid Ghareh Mohammadi, Shabnam Rezapour, Matthew W. Ohland, M. Hadi Amini

CoRR, 2021

Exploiting Federated Learning Technique to Recognize Human Activities in Resource-Constrained Environment.

Ahmed Imteaj, Raghad Alabagi, M. Hadi Amini

Proceedings of the Intelligent Human Computer Interaction, 2021

Evolutionary Algorithms and Efficient Data Analytics for Image Processing.

Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, M. Hadi Amini, Hamid R. Arabnia

Proceedings of the 15th International Conference on Ubiquitous Information Management and Communication, 2021

OptABC: an Optimal Hyperparameter Tuning Approach for Machine Learning Algorithms.

Leila Zahedi, Farid Ghareh Mohammadi, M. Hadi Amini

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Federated Deep Learning for Heterogeneous Edge Computing.

Khandaker Mamun Ahmed, Ahmed Imteaj, M. Hadi Amini

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

BIOCAD: Bio-Inspired Optimization for Classification and Anomaly Detection in Digital Healthcare Systems.

Nur Imtiazul Haque, Alvi Ataur Khalil, Mohammad Ashiqur Rahman, M. Hadi Amini, Sheikh Iqbal Ahamed

Proceedings of the IEEE International Conference on Digital Health, 2021

Reinforcement Learning - Based Control Systems For Networked Power Infrastructures.

Namrata Saha, Shabnam Rezapour, M. Hadi Amini

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021

On the Impact of the Embedding Process on Network Resilience Quantification.

Luiz Manella Pereira, S. Sitharama Iyengar, M. Hadi Amini

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021

The application of Evolutionary and Nature Inspired Algorithms in Data Science and Data Analytics.

Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, Khaled Rasheed, Thiab R. Taha, M. Hadi Amini, Hamid R. Arabnia

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021

Distributed Network Optimization for Secure Operation of Interdependent Complex Networks.

M. Hadi Amini, Laurent L. Njilla, Ahmed Imteaj, Calvin Mark

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021

DeepCOVIDNet: Deep Convolutional Neural Network for COVID-19 Detection from Chest Radiographic Images.

Khandaker Mamun Ahmed, Taban Eslami, Fahad Saeed, M. Hadi Amini

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

Distributed Outage Detection in Power Distribution Networks.

Ananth Narayan Samudrala, M. Hadi Amini, Soummya Kar, Rick S. Blum

IEEE Trans. Smart Grid, 2020

Sensor Placement for Outage Identifiability in Power Distribution Networks.

Ananth Narayan Samudrala, M. Hadi Amini, Soummya Kar, Rick S. Blum

IEEE Trans. Smart Grid, 2020

Interdependent Networks: A Data Science Perspective.

M. Hadi Amini, Ahmed Imteaj, Panos M. Pardalos

Patterns, 2020

DRDr II: Detecting the Severity Level of Diabetic Retinopathy Using Mask RCNN and Transfer Learning.

Farzan Shenavarmasouleh, Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia

CoRR, 2020

Data-driven Inferences of Agency-level Risk and Response Communication on COVID-19 through Social Media based Interactions.

Md Ashraf Ahmed, Arif Mohaimin Sadri, M. Hadi Amini

CoRR, 2020

On Parameter Tuning in Meta-learning for Computer Vision.

Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia

CoRR, 2020

Federated Learning for Resource-Constrained IoT Devices: Panoramas and State-of-the-art.

Ahmed Imteaj, Urmish Thakker, Shiqiang Wang, Jian Li, M. Hadi Amini

CoRR, 2020

Sensor Fusion Algorithm Implementation on Microchip PIC Microcontroller.

Sergio Salas Arriarán, Carlos Valdez, Kalun Lau, M. Hadi Amini, Marek Kropidlowski, Pawel Sniatala

Proceedings of the 27th International Conference on Mixed Design of Integrated Circuits and System, 2020

FedAR: Activity and Resource-Aware Federated Learning Model for Distributed Mobile Robots.

Ahmed Imteaj, M. Hadi Amini

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Malware detection using artificial bee colony algorithm.

Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, M. Hadi Amini, Hamid R. Arabnia

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

CPD 2020: the 3rd international workshop on combining physical and data-driven knowledge in ubiquitous computing.

Xinlei Chen, Shijia Pan, M. Hadi Amini

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

Cascaded Solid State Transformer Structure to Power Fast EV Charging Stations from Medium Voltage Transmission Lines.

Syed Rahman, Ahmed Imteaj, Irfan Khan, M. Hadi Amini

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Key pre-distribution scheme with join leave support for SCADA systems.

Pramod T. C, Kianoosh G. Boroojeni, M. Hadi Amini, N. R. Sunitha, S. S. Iyengar

Int. J. Crit. Infrastructure Prot., 2019

Leveraging Decentralized Artificial Intelligence to Enhance Resilience of Energy Networks.

Ahmed Imteaj, M. Hadi Amini, Javad Mohammadi

CoRR, 2019

An Introduction to Advanced Machine Learning : Meta Learning Algorithms, Applications and Promises.

Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia

CoRR, 2019

Applications of Nature-Inspired Algorithms for Dimension Reduction: Enabling Efficient Data Analytics.

Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia

CoRR, 2019

Evolutionary Computation, Optimization and Learning Algorithms for Data Science.

Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia

CoRR, 2019

Distributed Holistic Framework for Smart City Infrastructures: Tale of Interdependent Electrified Transportation Network and Power Grid.

M. Hadi Amini, Javad Mohammadi, Soummya Kar

IEEE Access, 2019

Promises of Meta-Learning for Device-Free Human Sensing: Learn to Sense.

Farid Ghareh Mohammadi, M. Hadi Amini

Proceedings of the 1st ACM International Workshop on Device-Free Human Sensing, 2019

Distributed Intelligent Algorithm for Interdependent Electrified Transportation and Power Networks.

M. Hadi Amini, Javad Mohammadi, Soummya Kar

Proceedings of the 9th ACM Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications, 2019

Optimal Attack Strategy for Multi-Transmission Line Congestion in Cyber-Physical Smart Grids.

Mohammed Alkaf, Javad Khazaei, M. Hadi Amini, Dariush Khezrimotlagh

Proceedings of the Tenth International Green and Sustainable Computing Conference, 2019

Optimal Sensor Placement for Topology Identification in Smart Power Grids.

Ananth Narayan Samudrala, M. Hadi Amini, Soummya Kar, Rick S. Blum

Proceedings of the 53rd Annual Conference on Information Sciences and Systems, 2019

2018

Hierarchical Electric Vehicle Charging Aggregator Strategy Using Dantzig-Wolfe Decomposition.

M. Hadi Amini, Paul McNamara, Paul Weng, Orkun Karabasoglu, Yinliang Xu

IEEE Des. Test, 2018

Fully Distributed Cooperative Charging for Plug-in Electric Vehicles in Constrained Power Networks.

M. Hadi Amini, Javad Mohammadi, Soummya Kar

CoRR, 2018

Toward a Consensus on the Definition and Taxonomy of Power System Resilience.

Amin Gholami, Tohid Shekari, Mohammad Hassan Amirioun, Farrokh Aminifar, M. Hadi Amini, Arman Sargolzaei

IEEE Access, 2018

2017

A Decentralized Trading Algorithm for an Electricity Market with Generation Uncertainty.

Shahab Bahrami, M. Hadi Amini

CoRR, 2017

A Decentralized Framework for Real-Time Energy Trading in Distribution Networks with Load and Generation Uncertainty.

Shahab Bahrami, M. Hadi Amini

CoRR, 2017

Optimal Operation of Interdependent Power Systems and Electrified Transportation Networks.

M. Hadi Amini, Orkun Karabasoglu

CoRR, 2017

A Novel Cloud-Based Platform for Implementation of Oblivious Power Routing for Clusters of Microgrids.

Kianoosh G. Boroojeni, M. Hadi Amini, Arash Nejadpak, Tomislav Dragicevic, S. Sitharama Iyengar, Frede Blaabjerg

IEEE Access, 2017

2016

An Oblivious Routing-Based Power Flow Calculation Method for Loss Minimization of Smart Power Networks: A Theoretical Perspective.

Kianoosh G. Boroojeni, M. Hadi Amini, S. S. Iyengar

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Best practices for online marketing in Twitter: An experimental study.

Gongxun Liu, M. Hadi Amini, Kianoosh G. Boroojeni, Arash Nejadpak, S. S. Iyengar

Proceedings of the 2016 IEEE International Conference on Electro Information Technology, 2016

A theoretical bilevel control scheme for power networks with large-scale penetration of distributed renewable resources.

Kianoosh G. Boroojeni, M. Hadi Amini, Arash Nejadpak, S. S. Iyengar, Bakhtyar Hoseinzadeh, Claus Leth Bak

Proceedings of the 2016 IEEE International Conference on Electro Information Technology, 2016

Sparsity-based error detection in DC power flow state estimation.

M. Hadi Amini, Mostafa Rahmani, Kianoosh G. Boroojeni, George K. Atia, S. Sitharama Iyengar, Orkun Karabasoglu

Proceedings of the 2016 IEEE International Conference on Electro Information Technology, 2016

Effect of electric vehicle parking lots' charging demand as dispatchable loads on power systems loss.

M. Hadi Amini, Kianoosh G. Boroojeni, Cheng Jian Wang, Arash Nejadpak, S. S. Iyengar, Orkun Karabasoglu

Proceedings of the 2016 IEEE International Conference on Electro Information Technology, 2016

2015

Optimal Two-Tier Forecasting Power Generation Model in Smart Grids.

Kianoosh G. Boroojeni, Shekoufeh Mokhtari, M. Hadi Amini, S. S. Iyengar

CoRR, 2015

Distributed security constrained economic dispatch.

M. Hadi Amini, Rupamathi Jaddivada, Sakshi Mishra, Orkun Karabasoglu

Proceedings of the 2015 IEEE Innovative Smart Grid Technologies, 2015

2014

Allocation of electric vehicles' parking lots in distribution network.

M. Hadi Amini, Arif Islam

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014