Search Results - "Mushtaq, Zohaib"

E2CNN: An Efficient Concatenated CNN for Classification of Surface EMG Extracted from Upper-Limb by Qureshi, Muhammad Farrukh, Mushtaq, Zohaib, Rehman, Muhammad Zia ur, Kamavuako, Ernest Nlandu

“…Surface electromyography are bioelectrical indicators that emerge during muscle contraction and have been widely used in a variety of clinical applications…”
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Efficient Classification of Environmental Sounds through Multiple Features Aggregation and Data Enhancement Techniques for Spectrogram Images by Mushtaq, Zohaib, Su, Shun-Feng

“…Over the past few years, the study of environmental sound classification (ESC) has become very popular due to the intricate nature of environmental sounds…”
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Design and implementation of an innovative single-phase direct AC-AC bipolar voltage buck converter with enhanced control topology by Ashraf, Naveed, Abbas, Ghulam, Mushtaq, Zohaib, Rehman, Ateeq Ur, Ouahada, Khmaies, Hamam, Habib

“…Direct AC–AC converters are strong candidates in the power converting system to regulate grid voltage against the perturbation in the line voltage and to…”
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Spectral Image-Based Multiday Surface Electromyography Classification of Hand Motions Using CNN for Human–Computer Interaction by Qureshi, Muhammad Farrukh, Mushtaq, Zohaib, Rehman, Muhammad Zia ur, Kamavuako, Ernest Nlandu

“…Physiological signals such as electromyography (EMG) have been used in human–computer interaction (HCI) for medical applications. Wearable prostheses, such as…”
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Artificial Neural Network (ANN)-Based Voltage Stability Prediction of Test Microgrid Grid by Abbass, Muhammad Jamshed, Lis, Robert, Mushtaq, Zohaib

“…The modern electrical power system relies on digital communications to detect, react, and ideally prevent power outages and other disruptions. In this study,…”
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Improving FDI Detection for PMU State Estimation Using Adversarial Interventions and Deep Auto-Encoder by Almasabi, Saleh, Mushtaq, Zohaib, Khan, Nabeel Ahmed, Irfan, Muhammad

“…Concerns have been voiced about the growing significance of cyber-threats, especially in light of the potentially dire repercussions of false data injection…”
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Performance Analysis of Machine Learning Algorithms for Thyroid Disease by Abbad Ur Rehman, Hafiz, Lin, Chyi-Yeu, Mushtaq, Zohaib, Su, Shun-Feng

“…Thyroid disease arises from an anomalous growth of thyroid tissue at the verge of the thyroid gland. Thyroid disorderliness normally ensues when this gland…”
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Left Sided Appendicitis — A Surgical Dilemma: Case Report by Mushtaq, Zohaib, Sarwar, Muhammad Zeeshan, Rafi, Yaseen, Naqi, Syed Asghar

“…Published in May - 2021…”
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Augmenting Aquaculture Efficiency through Involutional Neural Networks and Self-Attention for Oplegnathus Punctatus Feeding Intensity Classification from Log Mel Spectrograms by Iqbal, Usama, Li, Daoliang, Du, Zhuangzhuang, Akhter, Muhammad, Mushtaq, Zohaib, Qureshi, Muhammad Farrukh, Rehman, Hafiz Abbad Ur

“…Understanding the feeding dynamics of aquatic animals is crucial for aquaculture optimization and ecosystem management. This paper proposes a novel framework…”
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EMG gesture signal analysis towards diagnosis of upper limb using dual-pathway convolutional neural network by Qamar, Hafiz Ghulam Murtza, Qureshi, Muhammad Farrukh, Mushtaq, Zohaib, Zubariah, Zubariah, Rehman, Muhammad Zia Ur, Samee, Nagwan Abdel, Mahmoud, Noha F, Gu, Yeong Hyeon, Al-Masni, Mohammed A

“…This research introduces a novel dual-pathway convolutional neural network (DP-CNN) architecture tailored for robust performance in Log-Mel spectrogram image…”
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Graphical User Interface-Based Detection of Kidney Stones Using Image Segmentation Techniques by Shah, Khadijah Ali, Mushtaq, Zohaib, Hussain, Syed Muddasir, Aziz, Muhammad Haris

“…The exponential increase in detrimental surroundings and unhealthy nourishments is causing various health issues in humans. The most destructive effect of such…”
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Detection, Localization and Analysis of Oil Spills in Water Through Wireless Thermal Imaging and Spectrometer Based Intelligent System by Mushtaq, Zohaib, Ali, Imran, Shah, Romil, Sani, Syeda Shaima, Su, Shun Feng

“…In this study, a marine robotic system is designed to locate and to quantify the surface water pollution in lakes and ponds with the consideration of the…”
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Enhancing Ductal Carcinoma Classification Using Transfer Learning with 3D U-Net Models in Breast Cancer Imaging by Khalil, Saman, Nawaz, Uroosa, Zubariah, Mushtaq, Zohaib, Arif, Saad, ur Rehman, Muhammad Zia, Qureshi, Muhammad Farrukh, Malik, Abdul, Aleid, Adham, Alhussaini, Khalid

“…Breast cancer ranks among the leading causes of death for women globally, making it imperative to swiftly and precisely detect the condition to ensure timely…”
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A Scalo gram-based CNN Ensemble Method with Density-Aware SMOTE Oversampling for Improving Bearing Fault Diagnosis by Irfan, Muhammad, Mushtaq, Zohaib, Khan, Nabeel Ahmed, Mursal, Salim Nasar Faraj, Rahman, Saifur, Magzoub, Muawia Abdelkafi, Latif, Muhammad Armghan, Althobiani, Faisal, Khan, Imran, Abbas, Ghulam

“…Machine learning (ML) based bearing fault detection is an emerging application of Artificial Intelligence (AI) that has proven its utility in effectively…”
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Automated Uterine Fibroids Detection in Ultrasound Images Using Deep Convolutional Neural Networks by Shahzad, Ahsan, Mushtaq, Abid, Sabeeh, Abdul Quddoos, Ghadi, Yazeed Yasin, Mushtaq, Zohaib, Arif, Saad, Ur Rehman, Muhammad Zia, Qureshi, Muhammad Farrukh, Jamil, Faisal

“…Fibroids of the uterus are a common benign tumor affecting women of childbearing age. Uterine fibroids (UF) can be effectively treated with earlier…”
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Improving Bearing Fault Identification by Using Novel Hybrid Involution-Convolution Feature Extraction With Adversarial Noise Injection in Conditional GANs by Irfan, Muhammad, Mushtaq, Zohaib, Khan, Nabeel Ahmed, Althobiani, Faisal, Mursal, Salim Nasar Faraj, Rahman, Saifur, Magzoub, Muawia Abdelkafi, Latif, Muhammad Armghan, Yousufzai, Imran Khan

“…Bearing faults are critical in machinery; their early detection is vital to prevent costly breakdowns and ensure operational safety. This study presents a…”
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Enhanced Classification of Coffee Leaf Biotic Stress by Synergizing Feature Concatenation and Dimensionality Reduction by Latif, Muhammad Armghan, Afshan, Noor, Mushtaq, Zohaib, Khan, Nabeel Ahmed, Irfan, Muhammad, Nowakowski, Grzegorz, Alqhtani, Samar M., Mursal, Salim Nasar Faraj, Telenyk, Sergii

“…Significant yield challenges are posed by biotic stress on coffee leaves, which has a negative effect on the revenue generation of this highly utilized…”
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Efficient thyroid disorder identification with weighted voting ensemble of super learners by using adaptive synthetic sampling technique by Afshan, Noor, Mushtaq, Zohaib, Alamri, Faten S., Qureshi, Muhammad Farrukh, Khan, Nabeel Ahmed, Siddique, Imran

“…There are millions of people suffering from thyroid disease all over the world. For thyroid cancer to be effectively treated and managed, a correct diagnosis…”
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Efficient Energy Management for Household: Optimization-Based Integration of Distributed Energy Resources in Smart Grid by Akhter, Qamar, Siddique, Abubakar, A.Alqathani, Salman, Mahmood, Anzar, Alam, Mehboob, Mushtaq, Zohaib, Qureshi, Muhammad Farrukh, Aslam, Waseem, Pathak, Paranav Kumar

“…Energy demand is increasing globally due to the growing human population and progressive lifestyle. The adequate use of available energy resources, including…”
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Environmental sound classification using a regularized deep convolutional neural network with data augmentation by Mushtaq, Zohaib, Su, Shun-Feng

“…The adoption of the environmental sound classification (ESC) tasks increases very rapidly over recent years due to its broad range of applications in our daily…”
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