Bahareh J. Farahani

According to our database, Bahareh J. Farahani authored at least 39 papers between 2009 and 2024.

Collaborative distances:

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

2024

A Lightweight and Secure Deep Learning Model for Privacy-Preserving Federated Learning in Intelligent Enterprises.

Reza Fotohi, Fereidoon Shams Aliee, Bahareh J. Farahani

IEEE Internet Things J., October, 2024

Decentralized and robust privacy-preserving model using blockchain-enabled Federated Deep Learning in intelligent enterprises.

Reza Fotohi, Fereidoon Shams Aliee, Bahar J. Farahani

Appl. Soft Comput., 2024

Enabling Privacy-Preserving Edge AI: Federated Learning Enhanced with Forward-Forward Algorithm.

Mohammadnavid Ghader, Saeed Reza Kheradpisheh, Bahareh J. Farahani, Mahmood Fazlali

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2024

2023

Mitigating Cold Start Problem in Serverless Computing: A Reinforcement Learning Approach.

Parichehr Vahidinia, Bahareh J. Farahani, Fereidoon Shams Aliee

IEEE Internet Things J., March, 2023

Fusion of IoT, AI, Edge-Fog-Cloud, and Blockchain: Challenges, Solutions, and a Case Study in Healthcare and Medicine.

Farshad Firouzi, Shiyi Jiang, Krishnendu Chakrabarty, Bahareh J. Farahani, Mahmoud Daneshmand, Jaeseung Song, Kunal Mankodiya

IEEE Internet Things J., March, 2023

Toward a Personalized Clustered Federated Learning: A Speech Recognition Case Study.

Bahareh J. Farahani, Shima Tabibian, Hamid Ebrahimi

IEEE Internet Things J., 2023

Exploiting Federated Learning for EEG-based Brain-Computer Interface System.

Mohammadnavid Ghader, Bahar J. Farahani, Zahra Rezvani, Mahyar Shahsavari, Mahmood Fazlali

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023

Welcome Message from the Chairs.

Farshad Firouzi, Krishnendu Chakrabarty, Naghmeh Karimi, Bahareh J. Farahani, Diana Goehringer, Aurora Gil de Castro, Marc Reichenbach, Kun-Chih Chen

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023

Brain Age Estimation Using Structural MRI: A Clustered Federated Learning Approach.

Seyyed Saeid Cheshmi, Abtin Mahyar, Anita Soroush, Zahra Rezvani, Bahar J. Farahani

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023

2022

The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT).

Farshad Firouzi, Bahareh J. Farahani, Alexander Marinsek

Inf. Syst., 2022

Guest Editorial Special Issue on AI-Driven IoT Data Monetization: A Transition From Value Islands to Value Ecosystems.

Farshad Firouzi, Bahareh J. Farahani, Mahmoud Daneshmand, Cesare Pautasso

IEEE Internet Things J., 2022

AI-Driven Data Monetization: The Other Face of Data in IoT-Based Smart and Connected Health.

Farshad Firouzi, Bahareh J. Farahani, Mojtaba Barzegari, Mahmoud Daneshmand

IEEE Internet Things J., 2022

Auto-tuning HyperParameters of SGD Matrix Factorization-Based Recommender Systems Using Genetic Algorithm.

Habib Irani, Fatemeh Elahi, Mahmood Fazlali, Mahyar Shahsavari, Bahareh J. Farahani

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2022

2021

A hierarchical privacy-preserving IoT architecture for vision-based hand rehabilitation assessment.

Ali Nadian-Ghomsheh, Bahar J. Farahani, Mohammad Kavian

Multim. Tools Appl., 2021

The convergence of IoT and distributed ledger technologies (DLT): Opportunities, challenges, and solutions.

Bahar J. Farahani, Farshad Firouzi, Markus Lücking

J. Netw. Comput. Appl., 2021

Harnessing the Power of Smart and Connected Health to Tackle COVID-19: IoT, AI, Robotics, and Blockchain for a Better World.

Farshad Firouzi, Bahareh J. Farahani, Mahmoud Daneshmand, Kathy Grise, Jaeseung Song, Roberto Saracco, Lucy Lu Wang, Kyle Lo, Plamen Angelov, Eduardo A. Soares, Po-Shen Loh, Zeynab Talebpour, Reza Moradi, Mohsen Goodarzi, Haleh Ashraf, Mohammad Talebpour, Alireza Talebpour, Luca Romeo, Rupam Das, Hadi Heidari, Dana K. Pasquale, James Moody, Chris Woods, Erich S. Huang, Payam M. Barnaghi, Majid Sarrafzadeh, Ron C. Li, Kristen L. Beck, Olexandr Isayev, NakMyoung Sung, Alan Luo

IEEE Internet Things J., 2021

Task Offloading for Edge-Fog-Cloud Interplay in the Healthcare Internet of Things (IoT).

Farshad Firouzi, Bahar J. Farahani, Ehsan Panahi, Mojtaba Barzegari

Proceedings of the 2021 IEEE International Conference on Omni-Layer Intelligent Systems, 2021

2020

Towards collaborative intelligent IoT eHealth: From device to fog, and cloud.

Bahar J. Farahani, Mojtaba Barzegari, Fereidoon Shams Aliee, Khaja Ahmad Shaik

Microprocess. Microsystems, 2020

Cold Start in Serverless Computing: Current Trends and Mitigation Strategies.

Parichehr Vahidinia, Bahar J. Farahani, Fereidoon Shams Aliee

Proceedings of the 2020 International Conference on Omni-layer Intelligent Systems, 2020

Towards IoT-enabled Multimodal Mental Stress Monitoring.

Mohsen Mozafari, Farshad Firouzi, Bahar J. Farahani

Proceedings of the 2020 International Conference on Omni-layer Intelligent Systems, 2020

Social Internet of Things: Interoperability and Autonomous Computing Challenges.

Sarvin Memarian, Bahar J. Farahani, Eslam Nazemi

Proceedings of the 2020 International Conference on Omni-layer Intelligent Systems, 2020

Towards Safer Roads: A Deep Learning-Based Multimodal Fatigue Monitoring System.

Maryam Hashemi, Bahar J. Farahani, Farshad Firouzi

Proceedings of the 2020 International Conference on Omni-layer Intelligent Systems, 2020

Human Activity Recognition: From Sensors to Applications.

Faeghe Fereidoonian, Farshad Firouzi, Bahar J. Farahani

Proceedings of the 2020 International Conference on Omni-layer Intelligent Systems, 2020

Towards IoT-Driven Predictive Business Process Analytics.

Erfan Elhami, Abolfazl Ansari, Bahar J. Farahani, Fereidoon Shams Aliee

Proceedings of the 2020 International Conference on Omni-layer Intelligent Systems, 2020

2019

Towards Collaborative Machine Learning Driven Healthcare Internet of Things.

Bahar J. Farahani, Mojtaba Barzegari, Fereidoon Shams Aliee

Proceedings of the International Conference on Omni-Layer Intelligent Systems, 2019

The Evolving Enterprise Architecture: A Digital Transformation Perspective.

Fereidoon Shams Aliee, Hanieh Kashfi, Bahar J. Farahani

Proceedings of the International Conference on Omni-Layer Intelligent Systems, 2019

Cross-layer Enterprise Architecture Evaluation: An Approach to Improve the Evaluation of TO-BE Enterprise Architecture.

Hossein Ahmadi, Bahar J. Farahani, Fereidoon Shams Aliee, Masoud Azizi Motlagh

Proceedings of the International Conference on Omni-Layer Intelligent Systems, 2019

2018

Keynote Paper: From EDA to IoT eHealth: Promises, Challenges, and Solutions.

Farshad Firouzi, Bahar J. Farahani, Mohamed Ibrahim, Krishnendu Chakrabarty

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018

Internet-of-Things and big data for smarter healthcare: From device to architecture, applications and analytics.

Farshad Firouzi, Amir M. Rahmani, Kunal Mankodiya, Mustafa Badaroglu, Geoff V. Merrett, P. Wong, Bahar J. Farahani

Future Gener. Comput. Syst., 2018

Towards fog-driven IoT eHealth: Promises and challenges of IoT in medicine and healthcare.

Bahar J. Farahani, Farshad Firouzi, Victor I. Chang, Mustafa Badaroglu, Nicholas Constant, Kunal Mankodiya

Future Gener. Comput. Syst., 2018

2017

Guest Editorial: Alternative Computing and Machine Learning for Internet of Things.

Farshad Firouzi, Bahar J. Farahani, Andrew B. Kahng, Jan M. Rabaey, Natasha Balac

IEEE Trans. Very Large Scale Integr. Syst., 2017

2016

PVTA-aware approximate custom instruction extension technique: A cross-layer approach.

Bahareh J. Farahani, Saeed Safari, Nader Sehatbakhsh

Microelectron. Reliab., 2016

2015

Cross-layer custom instruction selection to address PVTA variations and soft error.

Bahareh J. Farahani, Saeed Safari

Microelectron. Reliab., 2015

A cross-layer SER analysis in the presence of PVTA variations.

Bahar J. Farahani, Seyedamin Habibi, Saeed Safari

Microelectron. Reliab., 2015

A cross-layer approach to online adaptive reliability prediction of transient faults.

Bahar J. Farahani, Saeed Safari

Proceedings of the 2015 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2015

2014

An instance-based SER analysis in the presence of PVTA variations.

Bahareh J. Farahani, Saeed Safari

Proceedings of the 2014 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2014

2013

Reliability-aware cross-layer custom instruction screening.

Bahareh J. Farahani, Ali Azarpeyvand, Saeed Safari, Seid Mehdi Fakhraie

Proceedings of the 16th IEEE International Symposium on Design and Diagnostics of Electronic Circuits & Systems, 2013

2010

Improved Dynamic K-Coverage Algorithms in Mobile Sensor Networks.

Roghayeh Soleimanzadeh, Bahareh J. Farahani, Mahmood Fathy

Wirel. Sens. Netw., 2010

2009

A New Approach for Improving Coverage in Mobile Sensor Networks.

Bahareh J. Farahani, Mahmood Fathy

Proceedings of the 2009 International Conference on Wireless Networks, 2009