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Distributed Differentially Private Algorithms for Matrix and Tensor Factorization

IEEE journal of selected topics in signal processing, 2018-12, Vol.12 (6), p.1449-1464

2018

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A robust neural network for privacy-preserving heart rate estimation in remote healthcare systems

Healthcare analytics (New York, N.Y.), 2024-06, Vol.5, p.100329, Article 100329

2024

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Multi-Task Partial Offloading with Relay and Adaptive Bandwidth Allocation for the MEC-Assisted IoT

Sensors (Basel, Switzerland), 2022-12, Vol.23 (1), p.190

2022

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A Framework for Upscaling of Emerging Chemical Processes Based on Thermodynamic Process Modeling and Simulation

ChemEngineering, 2024-06, Vol.8 (3), p.46

Imtiaz, Hafiz Farooq

2024

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A Correlated Noise-Assisted Decentralized Differentially Private Estimation Protocol, and its Application to fMRI Source Separation

IEEE transactions on signal processing, 2021, Vol.69, p.6355-6370

2021

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Approximating Functions with Approximate Privacy for Applications in Signal Estimation and Learning

Entropy (Basel, Switzerland), 2023-05, Vol.25 (5), p.825

2023

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Sleep disturbances in children with autism spectrum disorder in Lahore, Pakistan; a cross-sectional study

Journal of the Pakistan Medical Association, 2021-02, Vol.71 (1(B)), p.783-9

2021

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Conceptual Hybrid Model for Wearable Cardiac Monitoring System

Wireless personal communications, 2022-08, Vol.125 (4), p.3715-3726

2022

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Facilitators and barriers to NCD prevention in Pakistanis-invincibility or inevitability: a qualitative research study

BMC research notes, 2016-05, Vol.9 (283), p.282-282, Article 282

2016

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A template matching approach of one-shot-learning gesture recognition

Pattern recognition letters, 2013-11, Vol.34 (15), p.1780-1788

2013

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Privacy-Preserving Non-Negative Matrix Factorization with Outliers

ACM transactions on knowledge discovery from data, 2024-01, Vol.18 (3), p.1-26, Article 64

2024

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Machine learning driven performance enhancement of perovskite solar cells with CNT as both hole transport layer and back contact

Solar energy, 2024-08, Vol.278, p.112737, Article 112737

2024

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Privacy-preserving matrix factorization for recommendation systems using Gaussian mechanism and functional mechanism

International journal of machine learning and cybernetics, 2024-07

2024

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Differentially Private Distributed Principal Component Analysis

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, p.2206-2210

2018

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Human Activity Recognition from Wi-Fi CSI data using Principal Component-based Wavelet CNN

Digital signal processing, 2023-06, Vol.138, p.104056, Article 104056

2023

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Stock Prices and Implied Abnormal Earnings Growth

International journal of economics and financial issues, 2014, Vol.4 (1), p.196-216

2014

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Stock Prices and Implied Abnormal Earnings Growth

International journal of economics and financial issues, 2013-12, Vol.4 (1)

2013

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Doing Better by Doing Good: Discussing the Value Potential of Selected “Just Companies”

International journal of financial research, 2020-03, Vol.11 (2), p.40

Ahmad, Hafiz Imtiaz

2020

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Empirical Analysis of The Privacy-Utility Trade-off of Classification Algorithms Under Differential Privacy

2023 26th International Conference on Computer and Information Technology (ICCIT), 2023, p.1-6

2023

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A wavelet-based dominant feature extraction algorithm for palm-print recognition

Digital signal processing, 2013-01, Vol.23 (1), p.244-258

2013

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Distributed Differentially-private Canonical Correlation Analysis

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, p.3112-3116

2019

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A Gas Imaging Sensor System of Automotive Exhaust Plumes for Remote Emission Sensing Application Basing on Schlieren Imaging An Approach to Visualize and Size Vehicle Exhaust Plumes

2023 IEEE SENSORS, 2023, p.1-4

2023

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Improved Algorithms for Differentially Private Orthogonal Tensor Decomposition

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, p.2201-2205

2018

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Decentralized Differentially Private Algorithms for Matrix and Tensor Factorization

Imtiaz, Hafiz

2020

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Towards a System for Remote Emission Sensing Utilizing TDLAS for Concentration Measurement: A Promising Approach for Accurate and Direct Emission Measurements

2023 IEEE SENSORS, 2023, p.1-4

2023

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Distributed Differentially Private Algorithms for Matrix and Tensor Factorization

A robust neural network for privacy-preserving heart rate estimation in remote healthcare systems

Multi-Task Partial Offloading with Relay and Adaptive Bandwidth Allocation for the MEC-Assisted IoT

A Framework for Upscaling of Emerging Chemical Processes Based on Thermodynamic Process Modeling and Simulation

A Correlated Noise-Assisted Decentralized Differentially Private Estimation Protocol, and its Application to fMRI Source Separation

Approximating Functions with Approximate Privacy for Applications in Signal Estimation and Learning

Sleep disturbances in children with autism spectrum disorder in Lahore, Pakistan; a cross-sectional study

Conceptual Hybrid Model for Wearable Cardiac Monitoring System

Facilitators and barriers to NCD prevention in Pakistanis-invincibility or inevitability: a qualitative research study

A template matching approach of one-shot-learning gesture recognition

Privacy-Preserving Non-Negative Matrix Factorization with Outliers

Machine learning driven performance enhancement of perovskite solar cells with CNT as both hole transport layer and back contact

Privacy-preserving matrix factorization for recommendation systems using Gaussian mechanism and functional mechanism

Differentially Private Distributed Principal Component Analysis

Human Activity Recognition from Wi-Fi CSI data using Principal Component-based Wavelet CNN

Stock Prices and Implied Abnormal Earnings Growth

Stock Prices and Implied Abnormal Earnings Growth

Doing Better by Doing Good: Discussing the Value Potential of Selected “Just Companies”

Empirical Analysis of The Privacy-Utility Trade-off of Classification Algorithms Under Differential Privacy

A wavelet-based dominant feature extraction algorithm for palm-print recognition

Distributed Differentially-private Canonical Correlation Analysis

A Gas Imaging Sensor System of Automotive Exhaust Plumes for Remote Emission Sensing Application Basing on Schlieren Imaging An Approach to Visualize and Size Vehicle Exhaust Plumes

Improved Algorithms for Differentially Private Orthogonal Tensor Decomposition

Decentralized Differentially Private Algorithms for Matrix and Tensor Factorization

Towards a System for Remote Emission Sensing Utilizing TDLAS for Concentration Measurement: A Promising Approach for Accurate and Direct Emission Measurements

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