Summary
Statistical Signal Processing, Deep Learning
Academic Background
PhD
(Signal Processing) Petronas Technology University
September 25, 2005 - May 25, 2009
Honours and Awards
Publications
Improved Proximal Policy Optimization Algorithm for Sequential Security-Constrained Optimal Power Flow Based on Expert Knowledge and Safety Layer
May 01, 2024
Journal of Modern Power Systems and Clean Energy - Volume 12, Issue 3
Framework for the analysis of renewable energy grid policies in the context of COVID-19
October 03, 2022
Heliyon - Volume 8, Issue 10, Article Number e10123
Machine learning approach for prediction of crimp in cotton woven fabrics
October 08, 2021
Tehnicki Vjesnik-Technical Gazette - Volume 28, Issue 1, Pages 88-95
COVID-19 digital contact tracing applications and techniques: A review post initial deployments
September 01, 2021
Transportation Engineering - Volume 5, Article Number 100072
Multi-Horizon Electricity Load and Price Forecasting using an Interpretable Multi-Head Self-Attention and EEMD-Based Framework
June 21, 2021
IEEE Access - Volume 9, Pages 85918-85932
Ensuring Reliable Operation of Electricity Grid by Placement of FACTS Devices for Developing Countries
April 19, 2021
Energies - Volume 14(8), Article Number 2283
Modeling, simulation and forecasting of wind power plants using agent-based approach
December 10, 2020
Journal of Cleaner Production - Volume 276, Article Number 124172
A Scenario-Based Stochastic Optimization Approach for Non-Intrusive Appliance Load Monitoring
August 14, 2020
IEEE Access - Volume 8, Pages 142205-142217
Offline Hand Written Urdu Word Spotting using Random Data Generation
July 28, 2020
IEEE Access - Volume 8, Pages 131119-131136
Speech Technology for Healthcare: Opportunities, Challenges, and State of the Art
July 03, 2020
IEEE Reviews in Biomedical Engineering - Volume 14, Pages 342-356
Steganographic universal adversarial perturbations
July 01, 2020
Pattern Recognition Letters - Volume 135, Pages 146-152
Development of a cost-effective CVD prediction model using lifestyle factors. A cohort study in Pakistan
June 01, 2020
African Health Sciences - Volume 20, Issue 2, Pages 849-859
Probabilistic Analysis of Targeted Attacks Using Transform-Domain Adversarial Examples
February 27, 2020
IEEE Access - Volume 8, Pages 3855-33869
m-SAAC: Multi-stage adaptive approximation control to select approximate computing modes for vision applications
September 01, 2019
Microelectronics Journal - Volume 91, Pages 84-91
Applying Uncertain Frequent Pattern Mining to Improve Ranking of Retrieved Images
August 01, 2019
Applied Intelligence - Volume 49, Issue 8, Pages 2982-3001
Design optimisation using convex programming: Towards waste-efficient building designs
May 01, 2019
Journal of Building Engineering - Volume 23, Pages 231-240
Wireless Technologies for Emergency Response: A Comprehensive Review and Some Guidelines
November 13, 2018
IEEE Access - Volume 6, Pages 71814-71838
Memory-Based User-Centric Backhaul-Aware User Cell Association Scheme
July 19, 2018
IEEE Access - Volume 6, Pages 39595-39605
Community Detection in Networks: A Multidisciplinary Review
April 15, 2018
Journal of Network and Computer Applications - NULL
Mobile Health in the Developing World: Review of Literature and Lessons From a Case Study
June 01, 2017
IEEE Access - Volume 5, Pages 11540-11556
A multi-hop angular routing protocol for wireless sensor networks
September 01, 2016
International Journal of Distributed Sensor Networks - Volume 12, Issue 9, Pages 1-13
Automatic Modulation Classification for Low SNR Digital Signal in Frequency-Selective Fading Environments
August 19, 2015
Wireless Personal Communications - Volume 84, Issue 3, Pages 1891-1906, Special Issue SI
A Near-Optimal LLR Based Cooperative Spectrum Sensing Scheme for CRAHNs
July 01, 2015
IEEE Transactions on Wireless Communications - Volume 14, Issue 7, Pages 3877-3887
Nonlinear Bayesian Estimation of BOLD Signal Under Non-Gaussian Noise
January 01, 2015
Computational and Mathematical Methods in Medicine - Volume 2015, Article ID 389875, 10 pages
Automatic Classification of Initial Categories of Alzheimer?s Disease from Structural MRI Phase Images: A Comparison of PSVM, KNN and ANN Methods
January 02, 2012
International Journal of Biomedical and Biological Engineering - Volume 6, Issue 12
A HOS-based blind deconvolution algorithm for the improvement of time resolution of mixed phase low SNR seismic data
March 01, 2009
Journal of Geophysics and Engineering - Volume 6, Issue 1, Pages 87-100
Conferences
PCA-Based Adversarial Attacks on Signature Verification Systems
September 02, 2024 - September 04, 2024
Maham Jahangir, Azka Basit, Muhammad Shahzad Younis, Faisal Shafait,
International Conference on Document Analysis and Recognition (ICDAR) 2024
Effect of PV System Design and Financial Variables on Systems Perfomance and Financial Feasibility
March 08, 2023 - March 09, 2023
Abdul Kashif Janjua, Shahzad Younis, Muhammad Zaid Masood Khan, Muhammad Musadiq Ahmed,
2023 International Conference on Energy, Power, Environment, Control, and Computing (ICEPECC)
Automatic Tree Counting from Satellite Imagery Using YOLO V5, SSD and UNET Models: A case study of a campus in Islamabad, Pakistan
February 22, 2023 - February 23, 2023
Um-e-Hani, Shahzad Younis, Sadia Munir, Tariq Saeed, Hamad Younis,
3rd IEEE International Conference on Artificial Intelligence, ICAI 2023
Team of Tiny ANNs: A Way Towards Cost-Efficient Scalable Deep Learning
March 30, 2022 - March 31, 2022
Hamad Younis, Muhammad Hassan, Shahzad Younis,
2022 2nd International Conference on Artificial Intelligence (ICAI)
mm-wave FMCW Radar Based Object Classification Using Deep Neural Networks
December 21, 2021 - December 22, 2021
Ahtsham Zafar, Asad Khan, Arslan Majid, Shahzad Younis, Shahzad Younis,
2021 1st International Conference on Microwave, Antennas & Circuits (ICMAC)
Classical Adversarial Attack on mm-Wave FMCW Radar
December 13, 2021 - December 14, 2021
Ahtsham Zafar, Asad Khan, Shahzad Younis,
2021 International Conference on Frontiers of Information Technology (FIT)
Covid-19 identification using deep neural networks
March 30, 2021 - March 31, 2021
Asad khan, Shahzad Younis, Haneen Algethami,
2021 International Conference of Women in Data Science at Taif University (WiDSTaif )
Covid-19 Identification Using Deep Neural Networks
March 30, 2021 - March 31, 2021
Asad Ullah, Shahzad Younis, Haneen Algethami,
2021 International Conference of Women in Data Science at Taif University (WiDSTaif )
Orange Class Identification using Neural Networks and Transfer Learning
November 05, 2020 - November 07, 2020
Umair Raiz, Shahzad Younis, Ahmed Rasheed,
23rd IEEE International Multi-Topic Conference, INMIC 2020
Machine Learning Based Grain Moisture Estimation for Real-time Monitoring of High-Temperature Paddy Drying Silo
November 05, 2020 - November 07, 2020
Farooq Ahmad, Shahzad, Rana Usman Zahid, Liaqat Ali Shahid,
2020 IEEE 23rd International Multitopic Conference (INMIC)
Classification of Chest Diseases using Wavelet Transforms and Transfer Learning
January 20, 2020 - January 21, 2020
Ahmed Rasheed, Muhammad Shahzad Younis, Muhammad Bilal, Maha Rasheed,
Medical Imaging and Computer-Aided Diagnosis
Smart Heart Management - IOT Heart Attack Detection
October 08, 2018 - October 10, 2018
Asad Ali Shah, Shahzad Younis, Sri Devi Ravana,
15th High-capacity Optical Networks & Enabling/Emerging Technologies (HONET-ICT)
Transfer Learning for Improving Speech Emotion Classification Accuracy
September 02, 2018 - September 06, 2018
Siddique Latif, Rajib Rana, Shahzad Younis, Junaid Qadir, Julien Epps,
INTERSPEECH 2018
Fuzzy Q-learning-based user-centric backhaul-aware user cell association scheme
June 26, 2017 - June 30, 2017
Farrukh Pervez, Mona Jaber, Junaid Qadir, Shahzad Younis, Muhammad Ali Imran,
2017 13th International Wireless Communications and Mobile Computing Conference (IWCMC)
Feasibility, architecture and cost considerations of using TVWS for rural Internet access in 5G
March 07, 2017 - March 09, 2017
Mohsin Khalil, Junaid Qadir, Muhammad Ali Imran, Shahzad Younis,
2017 20th Conference on Innovations in Clouds, Internet and Networks (ICIN)
Gossip routing protocol for forest fire detection using wireless sensor networks
July 13, 2015 - July 17, 2015
Shahzad Younis, Kashif Saghar, Sidra Younis,
2015 12th International Bhurban Conference on Applied Sciences and Technology (IBCAST)
Performance analysis of Automatic Modulation Classification in multipath fading environment
June 03, 2014 - June 05, 2014
Waqas Wallayat, Shahzad Younis, Muhammad Imran, Shaoib Ahmed,
2014 5th International Conference on Intelligent and Advanced Systems (ICIAS)
A Weighted Linear Combining Scheme for Cooperative Spectrum Sensing
June 02, 2014 - June 05, 2014
Shahzad Younis, Sheraz, Muhammad Imran, Fazal Amin,
The 5th International Conference on Ambient Systems, Networks and Technologies (ANT-2014), the 4th International Conference on Sustainable Energy Information Technology (SEIT-2014)
Investigating 3D Echocardiography Image Fusion for Improving Image Quality
September 25, 2013 - September 26, 2013
Shahzad Younis, Ammara Nasim, Aisha Gul, Kashif Rajpoot,
2013 3rd IEEE International Conference on Computer, Control and Communication (IC4)
Independent component analysis based assessment of linked gray and white matter in the initial stages of Alzheimer's disease using structural MRI phase images
September 04, 2013 - September 06, 2013
Ahsan Bin Tufail, Abdul Rehman, Adil Masood Siddiqui, Shahzad Younis, Ali Abidi,
2013 International Computer Science and Engineering Conference (ICSEC)
Multiclass classification of initial stages of Alzheimer’s disease using structural MRI phase images
November 23, 2012 - November 25, 2012
Shahzad Younis, Ahsan Bin Tufail, Adil, Ali Abidi,
2012 IEEE International Conference on Control System, Computing and Engineering,
Development of the RLS algorithm based on the iterative equation solvers
October 21, 2012 - October 25, 2012
Jawad Khokhar, Shahzad Younis,
2012 IEEE 11th International Conference on Signal Processing
Modified HOS based Eigenvector algorithm for improvement of poor SNR of seismic data
November 25, 2007 - November 28, 2007
M. Shahzad Younis, Ahmad Fadzil M. Hani,
2007 International Conference on Intelligent and Advanced Systems
Blind deconvolution technique for de-noising of Non-stationary seismic signals using DWT
November 25, 2007 - November 28, 2007
M. Shahzad Younis, Fadzil Hani,
2007 International Conference on Intelligent and Advanced Systems
Lecturer
UET Taxila
June 30, 2003 - August 31, 2005
Design Engineer
AERO
July 01, 2002 - August 24, 2003