Outlier detection in indoor localization and Internet of Things (IoT) using machine learning. - Mansoor Ahmed Bhatti; Rabia Riaz; Sanam Shahla Rizvi; Sana Shokat; Farina Riaz; Se Jin Kwon (J. Commun. Networks, 2020)

Analysis and Evaluation of Braille to Text Conversion Methods. - Sana Shokat; Rabia Riaz; Sanam Shahla Rizvi; Khalil Khan; Farina Riaz; Se Jin Kwon (Mob. Inf. Syst., 2020)

A hybrid architecture for resolving Cryptographic issues in internet of things (IoT), Employing Quantum computing supremacy. - Shuhab Shamshad; Farina Riaz; Rabia Riaz; Sanam Shahla Rizvi; Shahab A. Abdulla (ICTC, 2021)

An Enhanced Architecture to Resolve Public-Key Cryptographic Issues in the Internet of Things (IoT), Employing Quantum Computing Supremacy. - Shuhab Shamshad; Farina Riaz; Rabia Riaz; Sanam Shahla Rizvi; Shahab A. Abdulla (Sensors, 2022)

Development of a Novel Quantum Pre-processing Filter to Improve Image Classification Accuracy of Neural Network Models. - Farina Riaz; Shahab A. Abdulla; Hajime Suzuki; Srinjoy Ganguly; Ravinesh C. Deo; Susan Hopkins (CoRR, 2023)

Application of Quantum Pre-Processing Filter for Binary Image Classification with Small Samples. - Farina Riaz; Shahab A. Abdulla; Hajime Suzuki; Srinjoy Ganguly; Ravinesh C. Deo; Susan Hopkins (CoRR, 2023)

Accurate Image Multi-Class Classification Neural Network Model with Quantum Entanglement Approach. - Farina Riaz; Shahab A. Abdulla; Hajime Suzuki; Srinjoy Ganguly; Ravinesh C. Deo; Susan Hopkins (Sensors, 2023)

Quantum Down Sampling Filter for Variational Auto-encoder. - Farina Riaz; Fakhar Zaman; Hajime Suzuki; Sharif Abuadbba; David Nguyen (CoRR, 2025)

Representation Learning with Parameterised Quantum Circuits for Advancing Speech Emotion Recognition. - Thejan Rajapakshe; Rajib Rana; Farina Riaz; Sara Khalifa; Björn W. Schuller (CoRR, 2025)