Faisal Ahmed

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2025
MemberShield: A framework for federated learning with membership privacy.
Neural Networks, 2025

2024
FedAuxHMTL: Federated Auxiliary Hard-Parameter Sharing Multi-Task Learning for Network Edge Traffic Classification.
CoRR, 2024

Prioritized Multi-Tenant Traffic Engineering for Dynamic QoS Provisioning in Autonomous SDN-OpenFlow Edge Networks.
CoRR, 2024

Towards Sustainable Agriculture: A Novel Approach for Rice Leaf Disease Detection Using dCNN and Enhanced Dataset.
IEEE Access, 2024

Enabling LEO Satellite Vertical Handover for Massive 6G IoT Random Access.
Proceedings of the IEEE International Conference on Communications, 2024

2023
Convolutional neural network approach for reduction of nitrogen oxides emissions from pulverized coal-fired boiler in a power plant for sustainable environment.
Comput. Chem. Eng., August, 2023

Understanding the information landscape in agricultural communities in rural Bangladesh.
Electron. J. Inf. Syst. Dev. Ctries., January, 2023

ToFi-ML: Retinal Image Screening with Topological Machine Learning.
Proceedings of the Medical Image Understanding and Analysis - 27th Annual Conference, 2023

Topo-CXR: Chest X-ray TB and Pneumonia Screening with Topological Machine Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

A Novel Approach for Solving MPI for Multi-Target ToF Imaging Using Subdivision-Based Nested Compressed Sensing.
Proceedings of the 31st European Signal Processing Conference, 2023

GIPS: Geometry-Inspired Passive ToF Sensing for 3D Depth Reconstruction.
Proceedings of the 31st European Signal Processing Conference, 2023

Histopathological Cancer Detection with Topological Signatures.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Recent Advances in Computational Time-of-Flight Imaging.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022
Machine Learning-Based Tomato Leaf Disease Diagnosis Using Radiomics Features.
TCCE, 2022

Passive 3D Time-of-Flight Imaging leveraging VLC Infrastructure.
Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

Live Demonstration: VLC-enabled Passive 3D Time-of-Flight Imaging.
Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

Comparative Performance of Tree Based Machine Learning Classifiers in Product Backorder Prediction.
ICO, 2022

2021
Impact of Knowledge Capabilities on Organisational Performance in the Private Sector in Oman: An SEM Approach Using Path Analysis.
Int. J. Knowl. Manag., 2021

Interference Management in 5G and Beyond Network: Requirements, Challenges and Future Directions.
IEEE Access, 2021

Challenges, Applications and Design Aspects of Federated Learning: A Survey.
IEEE Access, 2021

Pseudo-Passive Indoor ToF Sensing exploiting Visible Light Communication Sources.
Proceedings of the 2021 IEEE Sensors, Sydney, Australia, October 31 - Nov. 3, 2021, 2021

2019
Autonomous Wireless Sensor Networks: Implementation of Transient Computing and Energy Prediction for Improved Node Performance and Link Quality.
Comput. J., 2019

2018
Adaptive LINE-P: An Adaptive Linear Energy Prediction Model for Wireless Sensor Network Nodes.
Sensors, 2018

2017
Dual-Source Linear Energy Prediction (LINE-P) Model in the Context of WSNs.
Sensors, 2017

A Belief Rule Based Expert System to Assess Tuberculosis under Uncertainty.
J. Medical Syst., 2017

2016
FYPSim: An estimation framework for energy harvesting and energy prediction for WSNs.
Proceedings of the IEEE International Conference on Consumer Electronics-Taiwan, 2016

2013
A Fuzzy Logic Model for Real-time Incident Detection in Urban Road Network.
Proceedings of the ICAART 2013, 2013

2012
Assembly of Robotic Arm Based on Inverse Kinematics Using Stepper Motor.
Proceedings of the Sixth UKSim/AMSS European Symposium on Computer Modeling and Simulation, 2012


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