Search Results - "Rauf, Hafiz Tayyab"
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AI-Driven Framework for Recognition of Guava Plant Diseases through Machine Learning from DSLR Camera Sensor Based High Resolution Imagery
Published in Sensors (Basel, Switzerland) (01-06-2021)“…Plant diseases can cause a considerable reduction in the quality and number of agricultural products. Guava, well known to be the tropics’ apple, is one…”
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Adversarial Attack and Defence through Adversarial Training and Feature Fusion for Diabetic Retinopathy Recognition
Published in Sensors (Basel, Switzerland) (07-06-2021)“…Due to the rapid growth in artificial intelligence (AI) and deep learning (DL) approaches, the security and robustness of the deployed algorithms need to be…”
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A Novel Hybrid Approach Based on Deep CNN Features to Detect Knee Osteoarthritis
Published in Sensors (Basel, Switzerland) (15-09-2021)“…In the recent era, various diseases have severely affected the lifestyle of individuals, especially adults. Among these, bone diseases, including Knee…”
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Federated Transfer Learning for Authentication and Privacy Preservation Using Novel Supportive Twin Delayed DDPG (S-TD3) Algorithm for IIoT
Published in Sensors (Basel, Switzerland) (23-11-2021)“…The Industrial Internet of Things (IIoT) has led to the growth and expansion of various new opportunities in the new Industrial Transformation. There have been…”
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Multi-Head Spatiotemporal Attention Graph Convolutional Network for Traffic Prediction
Published in Sensors (Basel, Switzerland) (09-04-2023)“…Intelligent transportation systems (ITSs) have become an indispensable component of modern global technological development, as they play a massive role in the…”
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Dilated Semantic Segmentation for Breast Ultrasonic Lesion Detection Using Parallel Feature Fusion
Published in Diagnostics (Basel) (05-07-2021)“…Breast cancer is becoming more dangerous by the day. The death rate in developing countries is rapidly increasing. As a result, early detection of breast…”
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AI-driven deep CNN approach for multi-label pathology classification using chest X-Rays
Published in PeerJ. Computer science (20-04-2021)“…Artificial intelligence (AI) has played a significant role in image analysis and feature extraction, applied to detect and diagnose a wide range of…”
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Detecting Malignant Leukemia Cells Using Microscopic Blood Smear Images: A Deep Learning Approach
Published in Applied sciences (01-07-2022)“…Leukemia is a form of blood cancer that develops when the human body’s bone marrow contains too many white blood cells. This medical condition affects adults…”
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Skin Lesion Analysis and Cancer Detection Based on Machine/Deep Learning Techniques: A Comprehensive Survey
Published in Life (Basel, Switzerland) (01-01-2023)“…The skin is the human body's largest organ and its cancer is considered among the most dangerous kinds of cancer. Various pathological variations in the human…”
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A Self-Activated CNN Approach for Multi-Class Chest-Related COVID-19 Detection
Published in Applied sciences (01-10-2021)“…Chest diseases can be dangerous and deadly. They include many chest infections such as pneumonia, asthma, edema, and, lately, COVID-19. COVID-19 has many…”
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Particle Swarm Optimization With Probability Sequence for Global Optimization
Published in IEEE access (2020)“…Particle Swarm Optimization (PSO) has been frequently employed to solve diversified optimization problems. Choosing initial placement for population plays an…”
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The Recent Technologies to Curb the Second-Wave of COVID-19 Pandemic
Published in IEEE access (01-01-2021)“…Different epidemics, specially Coronavirus, have caused critical misfortunes in various fields like monetary deprivation, survival conditions, thus diminishing…”
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Guava Disease Detection Using Deep Convolutional Neural Networks: A Case Study of Guava Plants
Published in Applied sciences (01-01-2022)“…Food production is a growing challenge with the increasing global population. To increase the yield of food production, we need to adopt new…”
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An Explainable Classification Method Based on Complex Scaling in Histopathology Images for Lung and Colon Cancer
Published in Diagnostics (Basel) (29-04-2023)“…Lung and colon cancers are among the leading causes of human mortality and morbidity. Early diagnostic work up of these diseases include radiography,…”
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A quantization assisted U-Net study with ICA and deep features fusion for breast cancer identification using ultrasonic data
Published in PeerJ. Computer science (16-12-2021)“…Breast cancer is one of the leading causes of death in women worldwide-the rapid increase in breast cancer has brought about more accessible diagnosis…”
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Real-Time Plant Health Detection Using Deep Convolutional Neural Networks
Published in Agriculture (Basel) (01-02-2023)“…In the twenty-first century, machine learning is a significant part of daily life for everyone. Today, it is adopted in many different applications, such as…”
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Photovoltaic Models’ Parameter Extraction Using New Artificial Parameterless Optimization Algorithm
Published in Mathematics (Basel) (01-12-2022)“…Identifying parameters in photovoltaic (PV) cell and module models is one of the primary challenges of the simulation and design of photovoltaic systems…”
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Compact Convolutional Transformer (CCT)-Based Approach for Whitefly Attack Detection in Cotton Crops
Published in Agriculture (Basel) (01-10-2022)“…Cotton is one of the world’s most economically significant agricultural products; however, it is susceptible to numerous pest and virus attacks during the…”
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Semantic Features-Based Discourse Analysis Using Deceptive and Real Text Reviews
Published in Information (Basel) (01-01-2023)“…Social media usage for news, feedback on services, and even shopping is increasing. Hotel services, food cleanliness and staff behavior are also discussed…”
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English Language Learning via YouTube: An NLP-Based Analysis of Users’ Comments
Published in Computers (Basel) (01-01-2023)“…Online teaching and learning has been beneficial in facilitating learning of English as a foreign language (EFL). In online EFL learning, YouTube is one of the…”
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