Reza Shahbazian

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 27

Top Topics

Machine Learning

Human Activity Recognition

Stochastic Optimization Algorithm

Missing Data Imputation

Top Venues

IEEE Commun. Lett.

Publications

Seyedeh Leili Mirtaheri, Sergio Greco, Reza Shahbazian
A self-attention TCN-based model for suicidal ideation detection from social media posts. Expert Syst. Appl. 255 (2024)
Reza Shahbazian, Luigi Di Puglia Pugliese, Francesca Guerriero, Giusy Macrina
Integrating Machine Learning Into Vehicle Routing Problem: Methods and Applications. IEEE Access 12 (2024)
Gianvincenzo Alfano, Sergio Greco, Domenico Mandaglio, Francesco Parisi, Reza Shahbazian, Irina Trubitsyna
Even-if Explanations: Formal Foundations, Priorities and Complexity. CoRR (2024)
Reza Shahbazian, Sergio Greco
Generative Adversarial Networks Assist Missing Data Imputation: A Comprehensive Survey and Evaluation. IEEE Access 11 (2023)
Reza Shahbazian, Giusy Macrina, Edoardo Scalzo, Francesca Guerriero
Machine Learning Assists IoT Localization: A Review of Current Challenges and Future Trends. Sensors 23 (7) (2023)
Narges Mohammadi Nezhad, Seyedeh Leili Mirtaheri, Reza Shahbazian
Popular image generation based on popularity measures by generative adversarial networks. Multim. Tools Appl. 82 (14) (2023)
Reza Shahbazian, Irina Trubitsyna
Human Sensing by Using Radio Frequency Signals: A Survey on Occupancy and Activity Detection. IEEE Access 11 (2023)
Reza Shahbazian, Irina Trubitsyna
DEGAIN as tool for Missing Data Imputation. SEBD (2023)
Mohammad Nabati, Seyed Ali Ghorashi, Reza Shahbazian
Confidence interval estimation for fingerprint-based indoor localization. Ad Hoc Networks 134 (2022)
Reza Shahbazian, Irina Trubitsyna
DEGAIN: Generative-Adversarial-Network-Based Missing Data Imputation. Inf. 13 (12) (2022)
Mohammad Nabati, Seyed Ali Ghorashi, Reza Shahbazian
JGPR: a computationally efficient multi-target Gaussian process regression algorithm. Mach. Learn. 111 (6) (2022)
Parisa Fard Moshiri, Reza Shahbazian, Mohammad Nabati, Seyed Ali Ghorashi
A CSI-Based Human Activity Recognition Using Deep Learning. Sensors 21 (21) (2021)
Reza Shahbazian
Distributed optimization over large-scale systems for big data analytics. 4OR 19 (2) (2021)
Hojjat Navidan, Parisa Fard Moshiri, Mohammad Nabati, Reza Shahbazian, Seyed Ali Ghorashi, Vahid Shah-Mansouri, David Windridge
Generative Adversarial Networks (GANs) in Networking: A Comprehensive Survey & Evaluation. CoRR (2021)
Mohammad Nabati, Hojjat Navidan, Reza Shahbazian, Seyed Ali Ghorashi, David Windridge
Using Synthetic Data to Enhance the Accuracy of Fingerprint-Based Localization: A Deep Learning Approach. CoRR (2021)
Hojjat Navidan, Parisa Fard Moshiri, Mohammad Nabati, Reza Shahbazian, Seyed Ali Ghorashi, Vahid Shah-Mansouri, David Windridge
Generative Adversarial Networks (GANs) in networking: A comprehensive survey & evaluation. Comput. Networks 194 (2021)
Mohammad Nabati, Seyed Ali Ghorashi, Reza Shahbazian
Joint Coordinate Optimization in Fingerprint-Based Indoor Positioning. IEEE Commun. Lett. 25 (4) (2021)
Reza Shahbazian, Francesca Guerriero
Optimized distributed large-scale analytics over decentralized data sources with imperfect communication. J. Supercomput. 76 (11) (2020)
Parisa Fard Moshiri, Hojjat Navidan, Reza Shahbazian, Seyed Ali Ghorashi, David Windridge
Using GAN to Enhance the Accuracy of Indoor Human Activity Recognition. CoRR (2020)
Pouya Mollaebrahim Ghari, Reza Shahbazian, Seyed Ali Ghorashi
Maximum Entropy-Based Semi-Definite Programming for Wireless Sensor Network Localization. IEEE Internet Things J. 6 (2) (2019)
Elaheh Homayounvala, Mohammad Nabati, Reza Shahbazian, Seyed Ali Ghorashi, Vahideh Moghtadaiee
A novel smartphone application for indoor positioning of users based on machine learning. UbiComp/ISWC Adjunct (2019)
Reza Shahbazian, Lucio Grandinetti, Francesca Guerriero
A New Distributed and Decentralized Stochastic Optimization Algorithm with Applications in Big Data Analytics. LOD (2018)
Reza Shahbazian, Seyed Ali Ghorashi
Three dimensional power efficient distributed node localisation in wireless sensor networks. Int. J. Sens. Networks 28 (2) (2018)
Salma Kazemi Rashed, Reza Shahbazian, Seyed Ali Ghorashi
Learning-based resource allocation in D2D communications with QoS and fairness considerations. Trans. Emerg. Telecommun. Technol. 29 (1) (2018)
Amirhosein Hajihoseini Gazestani, Reza Shahbazian, Seyed Ali Ghorashi
Decentralized Consensus Based Target Localization in Wireless Sensor Networks. Wirel. Pers. Commun. 97 (3) (2017)
Reza Shahbazian, Seyed Ali Ghorashi
Distributed cooperative target detection and localization in decentralized wireless sensor networks. J. Supercomput. 73 (4) (2017)
Pouya Mollaebrahim Ghari, Reza Shahbazian, Seyed Ali Ghorashi
Wireless Sensor Network Localization in Harsh Environments Using SDP Relaxation. IEEE Commun. Lett. 20 (1) (2016)
Sadjad Imani, Reza Shahbazian, Seyed Ali Ghorashi
An iterative bit flipping based decoding algorithm for LDPC codes. IWCIT (2015)
Pouya Mollaebrahim Ghari, Reza Shahbazian, Seyed Ali Ghorashi
Localization in Wireless Sensor Networks Using Quadratic Optimization. CoRR (2014)