Sumair Aziz

31 papers B 1Misc 3Journal 18Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Systematic Literature Review of Healthcare Embedded Systems Using AI-based Biosignal Analysis.
ACM Comput. Surv.
Sumair Aziz, Girija Chetty, Roland Goecke, Raul Fernandez Rojas
2025 J jnl
A two-stage architecture for identifying and locating the source of pain using novel multi-domain binary patterns of EDA.
Biomed. Signal Process. Control.
Sumair Aziz, Calvin Joseph, Niraj Hirachan, Luke Murtagh, Girija Chetty, Roland Goecke, Raul Fernandez Rojas
2025 J jnl
Bearing faults classification using novel log energy-based empirical mode decomposition and machine Mel-frequency cepstral coefficients.
Digit. Signal Process.
Sumair Aziz, Muhammad Umar Khan, Adil Usman, Muhammad Faraz, Yazeed Yasin Ghadi, Gabriel Axel Montes
2025 J jnl
Empirically Transformed Energy Patterns: A novel approach for capturing fNIRS signal dynamics in pain assessment.
Comput. Biol. Medicine
Muhammad Umar Khan, Sumair Aziz, Luke Murtagh, Girija Chetty, Roland Goecke, Raul Fernandez Rojas
2025 J jnl
Pain Assessment Using Multi-Kernel-FCN-LSTM and Haemoglobin Difference in fNIRS.
ACM Trans. Comput. Heal.
Ghazal Bargshady, Sumair Aziz, Stefanos Gkikas, Manolis Tsiknakis, Roland Goecke, Raul Fernandez Rojas
2024 — conf
Detecting Lung Infections with Empirical Mode Decomposition and Neural Networks.
ICACS
Abdul Rafay, Wardah Batool, Muhammad Faraz, Syed Zohaib Hassan Naqvi, Muhammad Umar Khan, Sumair Aziz
2024 — conf
Pattern Analysis Framework for Detection of Cardiac Disorders using VCG Signal Analysis.
ICACS
Syeda Tehreem Haider, Muhammad Umar Khan, Sumair Aziz, Muhammad Faraz, Syed Zohaib Hassan Naqvi, Gabriel Axel Montes
2023 — conf
"Where does it hurt?": Exploring EDA Signals to Detect and Localise Acute Pain.
EMBC
Sumair Aziz, Muhammad Umar Khan, Niraj Hirachan, Girija Chetty, Roland Goecke, Raul Fernandez Rojas
2023 J jnl
Computer-aided diagnosis system for cardiac disorders using variational mode decomposition and novel cepstral quinary patterns.
Biomed. Signal Process. Control.
Muhammad Umar Khan, Sumair Aziz, Khushbakht Iqtidar, Raul Fernandez Rojas
2023 J jnl
Experimental Exploration of Multilevel Human Pain Assessment Using Blood Volume Pulse (BVP) Signals.
Sensors
Muhammad Umar Khan, Sumair Aziz, Niraj Hirachan, Calvin Joseph, Jasper Li, Raul Fernandez Rojas
2023 — conf
Intelligent System for the Diagnosis of Schizophrenia featuring Brain Textures from EEG.
ICAI
Sumair Aziz, Muhammad Umar Khan, Muhammad Faraz, Siddhant Sharma, Awadia Gareeballah, Gabriel Axel Montes
2023 J jnl
Machine learning-based classification of multiple heart disorders from PCG signals.
Expert Syst. J. Knowl. Eng.
Muhammad Talal, Sumair Aziz, Muhammad Umar Khan, Yazeed Ghadi, Syed Zohaib Hassan Naqvi, Muhammad Faraz
2022 J jnl
A two-stage classification model integrating feature fusion for coronary artery disease detection and classification.
Multim. Tools Appl.
Muhammad Umar Khan, Sumair Aziz, Khushbakht Iqtidar, Galila Faisal Zaher, Shareefa Alghamdi, Munazza Gull
2022 J jnl
Computer-aided diagnosis of COVID-19 disease from chest X-ray images integrating deep feature extraction.
Expert Syst. J. Knowl. Eng.
Sumair Aziz, Muhammad Umar Khan, Abdul Rehman, Zain Tariq, Khushbakht Iqtidar
2022 Misc conf
EHG Signal Analysis for Prediction of Term and Preterm using Variational Mode Decomposition and Artificial Neural Networks.
FIT
Muhammad Umar Khan, Sumair Aziz, Khushbakht Iqtidar, Raul Fernandez Rojas
2022 J jnl
Pulse plethysmograph signal analysis method for classification of heart diseases using novel local spectral ternary patterns.
Expert Syst. J. Knowl. Eng.
Sumair Aziz, Muhammad Umar Khan, Khushbakht Iqtidar, Sadaqat Ali, Ancuta Nicoleta Remete, Muhammad Arshad Javid
2021 J jnl
A novel embedded system design for the detection and classification of cardiac disorders.
Comput. Intell.
Umair Riaz, Sumair Aziz, Muhammad Umar Khan, Syed Azhar Ali Zaidi, Muhammad Ukasha, Aamir Rashid
2021 J jnl
A novel pulse plethysmograph signal analysis method for identification of myocardial infarction, dilated cardiomyopathy, and hypertension.
Turkish J. Electr. Eng. Comput. Sci.
Muhammad Umar Khan, Sumair Aziz
2021 J jnl
An Expert System for Rotating Machine Fault Detection Using Vibration Signal Analysis.
Sensors
Ayaz Kafeel, Sumair Aziz, Muhammad Awais, Muhammad Attique Khan, Kamran Afaq, Sahar Ahmed Idris, Hammam A. Alshazly, Samih Mohemmed Mostafa
2021 — conf
Automatic Classification of Modulation Schemes under Blind Scenario.
ICAI
Zain Tariq, Abdul Rehman, Taimoor Aslam, Muhammad Umar Khan, Sumair Aziz, Syed Zohaib Hassan Naqvi
2021 J jnl
Classification of cardiac disorders using 1D local ternary patterns based on pulse plethysmograph signals.
Expert Syst. J. Knowl. Eng.
Sumair Aziz, Muhammad Awais, Muhammad Umar Khan, Khushbakht Iqtidar, Usman Qamar
2021 — conf
Cucumber Leaf Disease Classification using Local Tri-directional Patterns and Haralick Features.
ICAI
Abdul Rehman, Zain Tariq, Shoaib ul din Memon, Ahmed Zaib, Muhammad Umar Khan, Sumair Aziz
2021 — conf
Detection of Insomnia using Electrocardiography and Electromyography.
ICAI
Asra Malik, Syed Zohaib Hassan Naqvi, Sumair Aziz, Muhammad Umar Khan, Tehseen Hussain, Fahad Hasan
2021 J jnl
Expert Hypertension Detection System Featuring Pulse Plethysmograph Signals and Hybrid Feature Selection and Reduction Scheme.
Sensors
Muhammad Umar Khan, Sumair Aziz, Tallha Akram, Fatima Amjad, Khushbakht Iqtidar, Yunyoung Nam, Muhammad Attique Khan
2021 J jnl
Phonocardiogram signal analysis for classification of Coronary Artery Diseases using MFCC and 1D adaptive local ternary patterns.
Comput. Biol. Medicine
Khushbakht Iqtidar, Usman Qamar, Sumair Aziz, Muhammad Umar Khan
2021 — conf
Photoplethysmography Based Detection of Social Stress.
ICAI
Muhammad Adil Azam, Ayman Zaheer, Madiha Mukhtiar, Sumair Aziz, Muhammad Umar Khan, Syed Zohaib Hassan Naqvi
2021 — conf
Soft computing approach for classification of complex power quality events.
ICAI
Abdullah, Muhammad Umar Khan, Sumair Aziz, Adil Usman, Talha Jalil
2020 J jnl
Phonocardiogram Signal Processing for Automatic Diagnosis of Congenital Heart Disorders through Fusion of Temporal and Cepstral Features.
Sensors
Sumair Aziz, Muhammad Umar Khan, Majed Alhaisoni, Tallha Akram, Muhammad Altaf
2019 Misc conf
Detection of Myocardial Infarction using Pulse Plethysmograph Signals.
FIT
Muhammad Umar Khan, Sumair Aziz, Asra Malik, Muhammad Atif Imtiaz
2019 Misc conf
Electromyography (EMG) Data-Driven Load Classification using Empirical Mode Decomposition and Feature Analysis.
FIT
Sumair Aziz, Muhammad Umar Khan, Foha Aamir, Muhammad Arshad Javid
2017 B conf
A framework for fall detection of elderly people by analyzing environmental sounds through acoustic local ternary patterns.
SMC
Aun Irtaza, Syed Muhammad Adnan Shah, Sumair Aziz, Ali Javed, M. Obaid Ullah, Muhammad Tariq Mahmood