Privacy preserving face recognition utilizing differential privacy

MAP Chamikara, P Bertok, I Khalil, D Liu… - Computers & Security, 2020 - Elsevier
Facial recognition technologies are implemented in many areas, including but not limited to,
citizen surveillance, crime control, activity monitoring, and facial expression evaluation …

Privacy preserving distributed machine learning with federated learning

MAP Chamikara, P Bertok, I Khalil, D Liu… - Computer …, 2021 - Elsevier
Edge computing and distributed machine learning have advanced to a level that can
revolutionize a particular organization. Distributed devices such as the Internet of Things …

Forensic intelligence and the analytical process

G Oatley, B Chapman, J Speers - … Reviews: Data Mining and …, 2020 - Wiley Online Library
A review was undertaken of the developments made with integrating forensic evidence into
the analytical process to support police investigations. Evidence such as DNA, fingerprints …

Gene selection in binary classification problems within functional genomics experiments via robust Fisher Score

M Hamraz, Z Khan, DM Khan, N Gul, A Ali… - IEEE …, 2022 - ieeexplore.ieee.org
This study proposes a supervised feature selection technique for classification in high
dimensional binary class problems by adding robustness in the conventional Fisher Score …

Robust proportional overlapping analysis for feature selection in binary classification within functional genomic experiments

M Hamraz, N Gul, M Raza, DM Khan, U Khalil… - PeerJ Computer …, 2021 - peerj.com
In this paper, a novel feature selection method called Robust Proportional Overlapping
Score (RPOS), for microarray gene expression datasets has been proposed, by utilizing the …

MedFused: A framework to discover the relationships between drug chemical functional group impacts and side effects

MAP Chamikara, YPP Chen - Computers in Biology and Medicine, 2021 - Elsevier
It is a well-known fact that there are often side effects to the long-term use of certain
medications. These side effects can vary from mild dizziness to, at its most serious, death …

A Novel Social Media Data Analytics Framework for Efficient Decision-making in Business

MJ Adarsh, V Kulshrestha, K Kavitha… - Emerging Trends in …, 2024 - taylorfrancis.com
Every organisation must optimise its available resources. Fuzzy sets allow for unique
multifaceted value assignment of variables. Fuzzy sets are used for Police resource …