Reza Shahbazian

According to our database, Reza Shahbazian authored at least 34 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Decentralized federated learning meets Physics-Informed Neural Networks.

Gianvincenzo Alfano, Sergio Greco, Domenico Mandaglio, Francesco Parisi, Reza Shahbazian, Irina Trubitsyna

Knowl. Based Syst., 2025

A comparative analysis on using GPT and BERT for automated vulnerability scoring.

Seyedeh Leili Mirtaheri, Andrea Pugliese, Narges Movahed, Reza Shahbazian

Intell. Syst. Appl., 2025

Knowledge-guided hybrid deep reinforcement learning for the dynamic multi-depot electric vehicle routing problem.

Reza Shahbazian, Alessia Ciacco, Giusy Macrina, Francesca Guerriero

Comput. Oper. Res., 2025

Explainable Decentralized Federated Learning for Energy-Efficient Base Station Sleep Control.

Narges Movahedkor, Reza Shahbazian, Seyed Ali Ghorashi

Proceedings of the 31st International Conference on Telecommunications, 2025

ResViT: A Hybrid Model for Robust Deepfake Video Detection.

Anahita Aria, Seyedeh Leili Mirtaheri, Seyyed Amir Asghari, Reza Shahbazian, Andrea Pugliese

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2025

Even-if Explanations: Formal Foundations, Priorities and Complexity.

Gianvincenzo Alfano, Sergio Greco, Domenico Mandaglio, Francesco Parisi, Reza Shahbazian, Irina Trubitsyna

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

A self-attention TCN-based model for suicidal ideation detection from social media posts.

Seyedeh Leili Mirtaheri, Sergio Greco, Reza Shahbazian

Expert Syst. Appl., 2024

Integrating Machine Learning Into Vehicle Routing Problem: Methods and Applications.

Reza Shahbazian, Luigi Di Puglia Pugliese, Francesca Guerriero, Giusy Macrina

IEEE Access, 2024

Fairness-Driven Explainable Learning in Multi-Agent Reinforcement Learning.

Tariq Mahmood, Reza Shahbazian, Irina Trubitsyna

Proceedings of the 1st Workshop on Adjustable Autonomy and Physical Embodied Intelligence (AAPEI 2024) co-located with the 27th European Conference on Artificial Intelligence (ECAI 2024), 2024

2023

Machine Learning Assists IoT Localization: A Review of Current Challenges and Future Trends.

Reza Shahbazian, Giusy Macrina, Edoardo Scalzo, Francesca Guerriero

Sensors, April, 2023

Popular image generation based on popularity measures by generative adversarial networks.

Narges Mohammadi Nezhad, Seyedeh Leili Mirtaheri, Reza Shahbazian

Multim. Tools Appl., 2023

Human Sensing by Using Radio Frequency Signals: A Survey on Occupancy and Activity Detection.

Reza Shahbazian, Irina Trubitsyna

IEEE Access, 2023

Generative Adversarial Networks Assist Missing Data Imputation: A Comprehensive Survey and Evaluation.

Reza Shahbazian, Sergio Greco

IEEE Access, 2023

DEGAIN as tool for Missing Data Imputation.

Reza Shahbazian, Irina Trubitsyna

Proceedings of the 31st Symposium of Advanced Database Systems, 2023

2022

JGPR: a computationally efficient multi-target Gaussian process regression algorithm.

Mohammad Nabati, Seyed Ali Ghorashi, Reza Shahbazian

Mach. Learn., 2022

DEGAIN: Generative-Adversarial-Network-Based Missing Data Imputation.

Reza Shahbazian, Irina Trubitsyna

Inf., 2022

Confidence interval estimation for fingerprint-based indoor localization.

Mohammad Nabati, Seyed Ali Ghorashi, Reza Shahbazian

Ad Hoc Networks, 2022

2021

A CSI-Based Human Activity Recognition Using Deep Learning.

Parisa Fard Moshiri, Reza Shahbazian, Mohammad Nabati, Seyed Ali Ghorashi

Sensors, 2021

Joint Coordinate Optimization in Fingerprint-Based Indoor Positioning.

Mohammad Nabati, Seyed Ali Ghorashi, Reza Shahbazian

IEEE Commun. Lett., 2021

Using Synthetic Data to Enhance the Accuracy of Fingerprint-Based Localization: A Deep Learning Approach.

Mohammad Nabati, Hojjat Navidan, Reza Shahbazian, Seyed Ali Ghorashi, David Windridge

CoRR, 2021

Generative Adversarial Networks (GANs) in networking: A comprehensive survey & evaluation.

Hojjat Navidan, Parisa Fard Moshiri, Mohammad Nabati, Reza Shahbazian, Seyed Ali Ghorashi, Vahid Shah-Mansouri, David Windridge

Comput. Networks, 2021

Distributed optimization over large-scale systems for big data analytics.

Reza Shahbazian

4OR, 2021

2020

Optimized distributed large-scale analytics over decentralized data sources with imperfect communication.

Reza Shahbazian, Francesca Guerriero

J. Supercomput., 2020

Using GAN to Enhance the Accuracy of Indoor Human Activity Recognition.

Parisa Fard Moshiri, Hojjat Navidan, Reza Shahbazian, Seyed Ali Ghorashi, David Windridge

CoRR, 2020

2019

Maximum Entropy-Based Semi-Definite Programming for Wireless Sensor Network Localization.

Pouya Mollaebrahim Ghari, Reza Shahbazian, Seyed Ali Ghorashi

IEEE Internet Things J., 2019

A novel smartphone application for indoor positioning of users based on machine learning.

Elaheh Homayounvala, Mohammad Nabati, Reza Shahbazian, Seyed Ali Ghorashi, Vahideh Moghtadaiee

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019

2018

Three dimensional power efficient distributed node localisation in wireless sensor networks.

Reza Shahbazian, Seyed Ali Ghorashi

Int. J. Sens. Networks, 2018

Learning-based resource allocation in D2D communications with QoS and fairness considerations.

Salma Kazemi Rashed, Reza Shahbazian, Seyed Ali Ghorashi

Trans. Emerg. Telecommun. Technol., 2018

A New Distributed and Decentralized Stochastic Optimization Algorithm with Applications in Big Data Analytics.

Reza Shahbazian, Lucio Grandinetti, Francesca Guerriero

Proceedings of the Machine Learning, Optimization, and Data Science, 2018

2017

Decentralized Consensus Based Target Localization in Wireless Sensor Networks.

Amirhosein Hajihoseini Gazestani, Reza Shahbazian, Seyed Ali Ghorashi

Wirel. Pers. Commun., 2017

Distributed cooperative target detection and localization in decentralized wireless sensor networks.

Reza Shahbazian, Seyed Ali Ghorashi

J. Supercomput., 2017

2016

Wireless Sensor Network Localization in Harsh Environments Using SDP Relaxation.

Pouya Mollaebrahim Ghari, Reza Shahbazian, Seyed Ali Ghorashi

IEEE Commun. Lett., 2016

2015

An iterative bit flipping based decoding algorithm for LDPC codes.

Sadjad Imani, Reza Shahbazian, Seyed Ali Ghorashi

Proceedings of the Iran Workshop on Communication and Information Theory, 2015

2014

Localization in Wireless Sensor Networks Using Quadratic Optimization.

Pouya Mollaebrahim Ghari, Reza Shahbazian, Seyed Ali Ghorashi

CoRR, 2014