Multi-stage binary patterns for facial expression recognition in real world. - Sadia Arshid; Ayyaz Hussain; Asim Munir; Anum Nawaz; Sanneya Aziz (Clust. Comput., 2018)

Edge AI and Blockchain for Privacy-Critical and Data-Sensitive Applications. - Anum Nawaz; Tuan Nguyen Gia; Jorge Peña Queralta; Tomi Westerlund (ICMU, 2019)

Artificial Intelligence at the Edge in the Blockchain of Things. - Tuan Nguyen Gia; Anum Nawaz; Jorge Peña Queralta; Hannu Tenhunen; Tomi Westerlund (MobiHealth, 2019)

Novel Framework: Face Feature Selection Algorithm for Neonatal Facial and Related Attributes Recognition. - Muhammad Awais 008; Chen Chen 039; Xi Long; Bin Yin; Anum Nawaz; Saadullah Farooq Abbasi; Saeed Akbarzadeh; Linkai Tao; Chunmei Lu; Laishuan Wang; Ronald M. Aarts; Wei Chen 015 (IEEE Access, 2020)

Edge Computing to Secure IoT Data Ownership and Trade with the Ethereum Blockchain. - Anum Nawaz; Jorge Peña Queralta; Jixin Guan; Muhammad Awais 008; Tuan Nguyen Gia; Ali Kashif Bashir; Haibin Kan; Tomi Westerlund (Sensors, 2020)

Edge Based Skin Cancer Decision Support System Using Machine Learning Algorithms. - Anum Nawaz; Muhammad Irfan 008; Hafza Ayesha Siddiqa; Tomi Westerlund (DASC/PiCom/CBDCom/CyberSciTech, 2023)

Optical Character Recognition Using Optimized Convolutional Networks*. - Anum Nawaz; Muhammad Irfan 008; Tomi Westerlund (FMEC, 2023)

Hyperledger Fabric in Precision Agriculture: A Study on Data Integrity and Availability. - Anum Nawaz; Laura Belli; Luca Davoli; Gianluigi Ferrari 001 (CITS, 2024)

An Ensemble Voting Approach With Innovative Multi-Domain Feature Fusion for Neonatal Sleep Stratification. - Muhammad Irfan 008; Hafza Ayesha Siddiqa; Abdelwahed Nahli; Chen Chen 039; Yan Xu; Laishuan Wang; Anum Nawaz; Abdulhamit Subasi; Tomi Westerlund; Wei Chen 015 (IEEE Access, 2024)

Single-Channel EEG Data Analysis Using a Multi-Branch CNN for Neonatal Sleep Staging. - Hafza Ayesha Siddiqa; Zhenning Tang; Yan Xu; Laishuan Wang; Muhammad Irfan 008; Saadullah Farooq Abbasi; Anum Nawaz; Chen Chen 039; Wei Chen 015 (IEEE Access, 2024)

Hyperledger sawtooth based supplychain traceability system for counterfeit drugs. - Anum Nawaz; Liguan Wang; Muhammad Irfan 008; Tomi Westerlund (Comput. Ind. Eng., 2024)

Federated Learning-Assisted Privacy-Preserving Service Placement in Software-Defined Vehicles. - Anum Nawaz; Luca Davoli; Laura Belli; Gianluigi Ferrari 001 (MetroAutomotive, 2025)

Corrigendum to "Hyperledger sawtooth based supplychain traceability system for counterfeit drugs" [Comput. Ind. Eng. 190 (2024) 110021]. - Anum Nawaz; Liguan Wang; Muhammad Irfan 008; Tomi Westerlund (Comput. Ind. Eng., 2025)

Improved Brain Tumor Detection in MRI: Fuzzy Sigmoid Convolution in Deep Learning. - Muhammad Irfan 008; Anum Nawaz; Riku Klen; Abdulhamit Subasi; Tomi Westerlund; Wei Chen 015 (CoRR, 2025)

Blockchain-Enabled Privacy-Preserving Second-Order Federated Edge Learning in Personalized Healthcare. - Anum Nawaz; Muhammad Irfan 008; Xianjia Yu; Zhuo Zou; Tomi Westerlund (CoRR, 2025)

Blockchain Powered Edge Intelligence for U-Healthcare in Privacy Critical and Time Sensitive Environment. - Anum Nawaz; Hafiz Humza Mahmood Ramzan; Xianjia Yu; Zhuo Zou; Tomi Westerlund (CoRR, 2025)