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2020 – today
- 2025
[j8]Anum Nawaz, Liguan Wang, Muhammad Irfan, Tomi Westerlund:
Corrigendum to "Hyperledger sawtooth based supplychain traceability system for counterfeit drugs" [Comput. Ind. Eng. 190 (2024) 110021]. Comput. Ind. Eng. 204: 111056 (2025)- [j7]Anum Nawaz
, Muhammad Irfan, Xianjia Yu, Hamad Aldawsari, Rayan Hamza Alsisi, Zhuo Zou, Tomi Westerlund:
Blockchain-Enabled Privacy-Preserving Second-Order Federated Edge Learning in Personalized Healthcare. IEEE Trans. Consumer Electron. 71(4): 9983-9992 (2025) - [c8]Muhammad Irfan, Anum Nawaz, Ayse Kosal Bulbul, Riku Klén, Abdulhamit Subasi, Tomi Westerlund, Wei Chen:
Emotion Recognition with Minimal Wearable Sensing: Multi-Domain Feature, Hybrid Feature Selection, and Personalized vs. Generalized Ensemble Model Analysis. BIBM 2025: 5447-5453 - [c7]Muhammad Irfan, Anum Nawaz, Riku Klén, Abdulhamit Subasi, Tomi Westerlund, Wei Chen:
Improved Brain Tumor Detection in MRI: Fuzzy Sigmoid Convolution in Deep Learning. IJCNN 2025: 1-8 - [c6]Anum Nawaz, Luca Davoli, Laura Belli, Gianluigi Ferrari:
Federated Learning-Assisted Privacy-Preserving Service Placement in Software-Defined Vehicles. MetroAutomotive 2025: 204-209 - [i4]Muhammad Irfan, Anum Nawaz, Riku Klén, Abdulhamit Subasi, Tomi Westerlund, Wei Chen:
Improved Brain Tumor Detection in MRI: Fuzzy Sigmoid Convolution in Deep Learning. CoRR abs/2505.05208 (2025) - [i3]Anum Nawaz, Muhammad Irfan, Xianjia Yu, Zhuo Zou, Tomi Westerlund:
Blockchain-Enabled Privacy-Preserving Second-Order Federated Edge Learning in Personalized Healthcare. CoRR abs/2506.00416 (2025) - [i2]Anum Nawaz, Hafiz Humza Mahmood Ramzan, Xianjia Yu, Zhuo Zou, Tomi Westerlund:
Blockchain Powered Edge Intelligence for U-Healthcare in Privacy Critical and Time Sensitive Environment. CoRR abs/2506.02038 (2025) - [i1]Muhammad Irfan, Anum Nawaz, Ayse Kosal Bulbul, Riku Klén, Abdulhamit Subasi, Tomi Westerlund, Wei Chen:
Emotion Recognition with Minimal Wearable Sensing: Multi-domain Feature, Hybrid Feature Selection, and Personalized vs. Generalized Ensemble Model Analysis. CoRR abs/2510.22498 (2025) - 2024
- [j6]Muhammad Irfan, Hafza Ayesha Siddiqa, Abdelwahed Nahli, Chen Chen, Yan Xu, Laishuan Wang, Anum Nawaz, Abdulhamit Subasi, Tomi Westerlund, Wei Chen:
An Ensemble Voting Approach With Innovative Multi-Domain Feature Fusion for Neonatal Sleep Stratification. IEEE Access 12: 206-218 (2024) - [j5]Hafza Ayesha Siddiqa, Zhenning Tang, Yan Xu, Laishuan Wang, Muhammad Irfan, Saadullah Farooq Abbasi, Anum Nawaz, Chen Chen, Wei Chen:
Single-Channel EEG Data Analysis Using a Multi-Branch CNN for Neonatal Sleep Staging. IEEE Access 12: 29910-29925 (2024) - [j4]Anum Nawaz, Liguan Wang, Muhammad Irfan, Tomi Westerlund:
Hyperledger sawtooth based supplychain traceability system for counterfeit drugs. Comput. Ind. Eng. 190: 110021 (2024) - [c5]Anum Nawaz, Laura Belli, Luca Davoli, Gianluigi Ferrari:
Hyperledger Fabric in Precision Agriculture: A Study on Data Integrity and Availability. CITS 2024: 1-8 - 2023
- [c4]Anum Nawaz, Muhammad Irfan, Hafza Ayesha Siddiqa, Tomi Westerlund:
Edge Based Skin Cancer Decision Support System Using Machine Learning Algorithms. DASC/PiCom/CBDCom/CyberSciTech 2023: 292-297 - [c3]Anum Nawaz, Muhammad Irfan, Tomi Westerlund:
Optical Character Recognition Using Optimized Convolutional Networks*. FMEC 2023: 107-114 - 2020
- [j3]Muhammad Awais, Chen Chen, Xi Long, Bin Yin, Anum Nawaz, Saadullah Farooq Abbasi, Saeed Akbarzadeh, Linkai Tao, Chunmei Lu, Laishuan Wang, Ronald M. Aarts, Wei Chen:
Novel Framework: Face Feature Selection Algorithm for Neonatal Facial and Related Attributes Recognition. IEEE Access 8: 59100-59113 (2020) - [j2]Anum Nawaz, Jorge Peña Queralta, Jixin Guan, Muhammad Awais, Tuan Nguyen Gia, Ali Kashif Bashir, Haibin Kan, Tomi Westerlund:
Edge Computing to Secure IoT Data Ownership and Trade with the Ethereum Blockchain. Sensors 20(14): 3965 (2020)
2010 – 2019
- 2019
- [c2]Anum Nawaz, Tuan Nguyen Gia, Jorge Peña Queralta, Tomi Westerlund:
Edge AI and Blockchain for Privacy-Critical and Data-Sensitive Applications. ICMU 2019: 1-2 - [c1]Tuan Nguyen Gia, Anum Nawaz, Jorge Peña Queralta, Hannu Tenhunen, Tomi Westerlund:
Artificial Intelligence at the Edge in the Blockchain of Things. MobiHealth 2019: 267-280 - 2018
- [j1]Sadia Arshid, Ayyaz Hussain, Asim Munir, Anum Nawaz, Sanneya Aziz:
Multi-stage binary patterns for facial expression recognition in real world. Clust. Comput. 21(1): 323-331 (2018)
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