M. Hadi Amini

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 71

Top Topics

Parameter Tuning

Financial Distress

Learning Algorithm

Top Venues

Publications

Badhan Chandra Das, M. Hadi Amini, Yanzhao Wu
Security and Privacy Challenges of Large Language Models: A Survey. CoRR (2024)
Badhan Chandra Das, M. Hadi Amini, Yanzhao Wu
Privacy Risks Analysis and Mitigation in Federated Learning for Medical Images. BIBM (2023)
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)
Naphtali Rishe, M. Hadi Amini, Malek Adjouadi
Scenic routing navigation using property valuation. J. Big Data 10 (1) (2023)
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) (2023)
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 (2023)
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) (2023)
Badhan Chandra Das, M. Hadi Amini, Yanzhao Wu
Privacy Risks Analysis and Mitigation in Federated Learning for Medical Images. CoRR (2023)
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) (2022)
Ahmed Imteaj, M. Hadi Amini
Leveraging asynchronous federated learning to predict customers financial distress. Intell. Syst. Appl. 14 (2022)
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 (2022)
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 (2022)
Khandaker Mamun Ahmed, Samuel Muvdi, Jason Liu, M. Hadi Amini
A Federated Learning Framework for Automated Decision Making with Microscopic Traffic Simulation. ICCCN (2022)
Luis Caicedo Torres, Luiz Manella Pereira, M. Hadi Amini
A Survey on Optimal Transport for Machine Learning: Theory and Applications. CoRR (2021)
Leila Zahedi, Farid Ghareh Mohammadi, M. Hadi Amini
OptABC: an Optimal Hyperparameter Tuning Approach for Machine Learning Algorithms. ICMLA (2021)
Leila Zahedi, Farid Ghareh Mohammadi, Shabnam Rezapour, Matthew W. Ohland, M. Hadi Amini
Search Algorithms for Automated Hyper-Parameter Tuning. CoRR (2021)
Leila Zahedi, Farid Ghareh Mohammadi, M. Hadi Amini
HyP-ABC: A Novel Automated Hyper-Parameter Tuning Algorithm Using Evolutionary Optimization. CoRR (2021)
Luiz Manella Pereira, Luis Caicedo Torres, M. Hadi Amini
Topological Data Analysis for Network Resilience Quantification. Oper. Res. Forum 2 (2) (2021)
Khandaker Mamun Ahmed, Ahmed Imteaj, M. Hadi Amini
Federated Deep Learning for Heterogeneous Edge Computing. ICMLA (2021)
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 (2021)
Ahmed Imteaj, Raghad Alabagi, M. Hadi Amini
Exploiting Federated Learning Technique to Recognize Human Activities in Resource-Constrained Environment. ICHI (2021)
Leila Zahedi, Farid Ghareh Mohammadi, M. Hadi Amini
OptABC: an Optimal Hyperparameter Tuning Approach for Machine Learning Algorithms. CoRR (2021)
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)
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)
Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, M. Hadi Amini, Hamid R. Arabnia
Data Analytics for Smart cities: Challenges and Promises. CoRR (2021)
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) (2021)
Ahmed Imteaj, M. Hadi Amini
FedAR: Activity and Resource-Aware Federated Learning Model for Distributed Mobile Robots. CoRR (2021)
Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, M. Hadi Amini, Hamid R. Arabnia
Evolutionary Algorithms and Efficient Data Analytics for Image Processing. IMCOM (2021)
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 (2021)
Farzan Shenavarmasouleh, Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia
Embodied AI-Driven Operation of Smart Cities: A Concise Review. CoRR (2021)
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 (2020)
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 (2020)
M. Hadi Amini, Ahmed Imteaj, Panos M. Pardalos
Interdependent Networks: A Data Science Perspective. Patterns 1 (1) (2020)
Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia
On Parameter Tuning in Meta-learning for Computer Vision. CoRR (2020)
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) (2020)
Ananth Narayan Samudrala, M. Hadi Amini, Soummya Kar, Rick S. Blum
Distributed Outage Detection in Power Distribution Networks. IEEE Trans. Smart Grid 11 (6) (2020)
Ahmed Imteaj, M. Hadi Amini
FedAR: Activity and Resource-Aware Federated Learning Model for Distributed Mobile Robots. ICMLA (2020)
Sergio Salas Arriarán, Carlos Valdez, Kalun Lau, M. Hadi Amini, Marek Kropidlowski, Pawel Sniatala
Sensor Fusion Algorithm Implementation on Microchip PIC Microcontroller. MIXDES (2020)
Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, M. Hadi Amini, Hamid R. Arabnia
Malware Detection using Artificial Bee Colony Algorithm. CoRR (2020)
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 (2020)
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)
Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, M. Hadi Amini, Hamid R. Arabnia
Malware detection using artificial bee colony algorithm. UbiComp/ISWC Adjunct (2020)
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)
Ananth Narayan Samudrala, M. Hadi Amini, Soummya Kar, Rick S. Blum
Sensor Placement for Outage Identifiability in Power Distribution Networks. CoRR (2019)
Mohammed Alkaf, Javad Khazaei, M. Hadi Amini, Dariush Khezrimotlagh
Optimal Attack Strategy for Multi-Transmission Line Congestion in Cyber-Physical Smart Grids. IGSC (2019)
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 (2019)
Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia
Evolutionary Computation, Optimization and Learning Algorithms for Data Science. CoRR (2019)
Ananth Narayan Samudrala, M. Hadi Amini, Soummya Kar, Rick S. Blum
Optimal Sensor Placement for Topology Identification in Smart Power Grids. CISS (2019)
Farid Ghareh Mohammadi, M. Hadi Amini
Promises of Meta-Learning for Device-Free Human Sensing: Learn to Sense. DFHS@BuildSys (2019)
Ananth Narayan Samudrala, M. Hadi Amini, Soummya Kar, Rick S. Blum
Optimal Sensor Placement for Topology Identification in Smart Power Grids. CoRR (2019)
Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia
An Introduction to Advanced Machine Learning : Meta Learning Algorithms, Applications and Promises. CoRR (2019)
M. Hadi Amini, Javad Mohammadi, Soummya Kar
Distributed Intelligent Algorithm for Interdependent Electrified Transportation and Power Networks. DIVANet (2019)
Ahmed Imteaj, M. Hadi Amini, Javad Mohammadi
Leveraging Decentralized Artificial Intelligence to Enhance Resilience of Energy Networks. CoRR (2019)
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 (2019)
Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia
Applications of Nature-Inspired Algorithms for Dimension Reduction: Enabling Efficient Data Analytics. CoRR (2019)
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 (2018)
M. Hadi Amini, Javad Mohammadi, Soummya Kar
Fully Distributed Cooperative Charging for Plug-in Electric Vehicles in Constrained Power Networks. CoRR (2018)
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) (2018)
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 (2017)
Shahab Bahrami, M. Hadi Amini
A Decentralized Framework for Real-Time Energy Trading in Distribution Networks with Load and Generation Uncertainty. CoRR (2017)
Shahab Bahrami, M. Hadi Amini
A Decentralized Trading Algorithm for an Electricity Market with Generation Uncertainty. CoRR (2017)
M. Hadi Amini, Orkun Karabasoglu
Optimal Operation of Interdependent Power Systems and Electrified Transportation Networks. CoRR (2017)
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 (2016)
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)
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)
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)
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)
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)
Kianoosh G. Boroojeni, Shekoufeh Mokhtari, M. Hadi Amini, S. S. Iyengar
Optimal Two-Tier Forecasting Power Generation Model in Smart Grids. CoRR (2015)
M. Hadi Amini, R. Jaddivada, S. Mishra, Orkun Karabasoglu
Distributed Security Constrained Economic Dispatch. CoRR (2015)
M. Hadi Amini, Rupamathi Jaddivada, Sakshi Mishra, Orkun Karabasoglu
Distributed security constrained economic dispatch. ISGT Asia (2015)
M. Hadi Amini, Arif Islam
Allocation of electric vehicles' parking lots in distribution network. ISGT (2014)