54 citations · 65 across the 7 of their papers we have counts for
7 papers
Evaluating Workflow Automation Efficiency Using n8n: A Small-Scale Business Case Study
Ahmed Raza Amir, Syed Muhammad Atif
Workflow automation has become increasingly accessible through low-code platforms, enabling small organizations and individuals to improve operational efficiency without extensive…
Blind Ultrasound Image Enhancement via Self-Supervised Physics-Guided Degradation Modeling
Shujaat Khan, Syed Muhammad Atif, Jaeyoung Huh +1
Ultrasound (US) interpretation is hampered by multiplicative speckle, acquisition blur from the point-spread function (PSF), and scanner- and operator-dependent artifacts. Supervis…
Structured Nonnegative Matrix Factorization for Traffic Flow Estimation of Large Cloud Networks
Syed Muhammad Atif, Nicolas Gillis, Sameer Qazi +1
Network traffic matrix estimation is an ill-posed linear inverse problem: it requires to estimate the unobservable origin destination traffic flows, X, given the observable link tr…
Multi-Kernel Fusion for RBF Neural Networks
Syed Muhammad Atif, Shujaat Khan, Imran Naseem +2
A simple yet effective architectural design of radial basis function neural networks (RBFNN) makes them amongst the most popular conventional neural networks. The current generatio…
A Novel Compressed Sensing Technique for Traffic Matrix Estimation of Software Defined Cloud Networks
Sameer Qazi, Syed Muhammad Atif, Muhammad Bilal Kadri
Traffic Matrix estimation has always caught attention from researchers for better network management and future planning. With the advent of high traffic loads due to Cloud Computi…
Tri-Compress: A Cascaded Data Compression Framework for Smart Electricity Distribution Systems
Syed Muhammad Atif, Anees Ahmed, Sameer Qazi
Modern smart distribution system requires storage, transmission and processing of big data generated by sensors installed in electric meters. On one hand, this data is essentially…
Improved SVD-based Initialization for Nonnegative Matrix Factorization using Low-Rank Correction
Atif Muhammad Syed, Sameer Qazi, Nicolas Gillis
Due to the iterative nature of most nonnegative matrix factorization (\textsc{NMF}) algorithms, initialization is a key aspect as it significantly influences both the convergence a…