Publication record · 2020–2025

Nine verified works across learning, security, and intelligent transport.

Titles, author order, venues, and DOI links were checked against the supplied papers. Restricted publisher files remain linked through their version of record.

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308Citations

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9Peer-reviewed works

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DOI opens the version of record. The hosted FastIsomapVis PDF is reproduced under its CC BY 4.0 licence.

012025

JournalTransportation Research Part C: Emerging Technologies

MNT-TNN: Spatiotemporal Traffic Data Imputation via Compact Multimode Nonlinear Transform-Based Tensor Nuclear Norm

Yihang Lu · Mahwish Yousaf · Xianwei Meng · Enhong Chen

A compact tensor framework for recovering randomly and non-randomly missing traffic data while modeling multimode spatial and temporal structure.

DOI

022024

JournalMultimedia Tools and Applications

An Extended-Isomap for High-Dimensional Data Accuracy and Efficiency: A Comprehensive Survey

Mahwish Yousaf · Muhammad Saadat Shakoor Khan · Shamsher Ullah

A structured account of Isomap’s principal limitations, the methods designed to address them, and directions for future manifold-learning research.

DOI

032023

ConferenceIEEE BDAI 2023

NR-Isomap: An Incremental Approach with Gaussian Process Kernels for Denoising

Mahwish Yousaf · Muhammad Saadat Shakoor Khan · Shamsher Ullah · Shou Wang · Li Jing

An incremental denoising method combining Hessian LLE and Gaussian-process kernels, recognized with the conference Best Paper Award.

DOI

042023

JournalNeural Processing Letters

A-FastIsomap: An Improved Performance of Classical Isomap Based on A Search Algorithm

Tanzeel U. Rehman · Mahwish Yousaf · Li Jing

DOI

052023

JournalComputer Science Review

Elliptic Curve Cryptography; Applications, Challenges, Recent Advances, and Future Trends: A Comprehensive Survey

Shamsher Ullah · Zheng Jiangbin · Nizam Ud Din · Muhammad Tanveer Hussain · Farhan Ullah · Mahwish Yousaf

DOI

062022

JournalMultimedia Tools and Applications

QuSigS: A Quantum Signcryption Scheme to Recover Key Escrow Problem and Key Revocation Problem in Cloud Computing

Shamsher Ullah · Muhammad Tanveer Hussain · Mahwish Yousaf

DOI

072021

JournalNeural Processing Letters

NRIC: A Noise Removal Approach for Nonlinear Isomap Method

Mahwish Yousaf · Muhammad Saadat Shakoor Khan · Tanzeel U. Rehman · Shamsher Ullah · Li Jing

DOI

082020

JournalIEEE Access

FastIsomapVis: A Novel Approach for Nonlinear Manifold Learning

Mahwish Yousaf · Tanzeel U. Rehman · Dongliang Liao · Najia Alhusaini · Li Jing

DOI Open PDF

092020

JournalSN Computer Science

An Extended Isomap Approach for Nonlinear Dimension Reduction

Mahwish Yousaf · Tanzeel U. Rehman · Li Jing

DOI