Search Results - "Ibrahim, Sara Saadeldeen"
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Enhancing Security in IoT-Assisted UAV Networks Using Adaptive Mongoose Optimization Algorithm With Deep Learning
Published in IEEE access (2024)“…Due to the sensitive and mission-critical nature of the data collected and transferred, security in IoT-assisted UAV networks is of great significance…”
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Computer Aided Cervical Cancer Diagnosis Using Gazelle Optimization Algorithm With Deep Learning Model
Published in IEEE access (2024)“…Cervical cancer (CC), the most common cancer among women, is most commonly diagnosed through Pap smears, a crucial screening process that includes collecting…”
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Integrating IoT and honey badger algorithm based ensemble learning for accurate vehicle detection and classification
Published in Ain Shams Engineering Journal (01-11-2023)“…The fusion of Internet of Things (IoT) and deep learning (DL) methods has proven valuable in automating vehicle detection and classification tasks on remote…”
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Automated Red Palm Weevil Detection using Gorilla Troops Optimizer with Deep Learning Model
Published in IEEE access (01-01-2023)“…Red palm weevil (RPW) is a pest that can cause severe damage to plantations and affects palm trees. Classical approaches to detection depend on visual…”
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5
Quantum-Inspired Moth Flame Optimizer Enhanced Deep Learning for Automated Rice Variety Classification
Published in IEEE access (2023)“…Automated rice variety detection and classification is a task that includes automatically categorizing and identifying varieties or different types of rice…”
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Exploiting Hyperspectral Imaging and Optimal Deep Learning for Crop Type Detection and Classification
Published in IEEE access (2023)“…Hyperspectral imaging (HSI) plays a major role in agricultural remote sensing applications. Its data unit is the hyperspectral cube that contains spatial data…”
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Tuna Swarm Algorithm With Deep Learning Enabled Violence Detection in Smart Video Surveillance Systems
Published in IEEE access (2023)“…In smart video surveillance systems, violence detection becomes challenging to ensure public safety and security. With the proliferation of surveillance…”
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Modelling of Reptile Search Algorithm with Deep Learning Approach for Copy Move Image Forgery Detection
Published in IEEE access (01-01-2023)“…Copy-move (CM) forgery is a common type of image manipulation that involves copying and pasting a region within an image to conceal or duplicate content…”
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Gauss-Mapping Black Widow Optimization with Deep Extreme Learning Machine for Android Malware Classification Model
Published in IEEE access (01-01-2023)“…Nowadays, the malware on the Android platform is found to be increasing. With the prevalent use of code obfuscation technology, the precision of antivirus…”
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Moth Flame Optimization With Hybrid Deep Learning Based Sentiment Classification Toward ChatGPT on Twitter
Published in IEEE access (2023)“…ChatGPT, developed by OpenAI, is an advanced language model that excels at generating human-like text responses in conversational settings. As ChatGPT…”
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Hyperspectral Object Detection using Bioinspired Jellyfish Search Optimizer with Deep Learning
Published in IEEE access (01-01-2023)“…Hyperspectral images (HSI) provide a rich source of data for remote sensing applications, offering extensive spectral data about the Earth's surface. Object…”
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Efficient resource allocation and user association in NOMA-enabled vehicular-aided HetNets with high altitude platforms
Published in Computer communications (15-02-2024)“…The increasing demand for massive connectivity and high data rates has made the efficient use of existing spectrum resources an increasingly challenging…”
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13
Transforming Transportation: Safe and Secure Vehicular Communication and Anomaly Detection With Intelligent Cyber-Physical System and Deep Learning
Published in IEEE transactions on consumer electronics (01-02-2024)“…Intelligent Cyber-Physical Transportation Systems (ICTS) rely deeply on data exchange between moving vehicles and fixed infrastructure. While exchanging data…”
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Implementation of machine learning techniques with big data and IoT to create effective prediction models for health informatics
Published in Biomedical signal processing and control (01-08-2024)“…•To implement an effectual healthcare data prediction model with big data.•To develop a Hybrid Flower Pollination Bumblebees Optimization Algorithm…”
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MapReduce with Deep Learning Framework for Student Health Monitoring System using IoT Technology for Big Data
Published in Journal of grid computing (01-12-2023)“…The efficient well-being and health interventions of students are ensured by better knowledge of student’s health and fitness factors. Effective Health…”
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Leveraging Marine Predators Algorithm with Deep Learning for Lung and Colon Cancer Diagnosis
Published in Cancers (03-03-2023)“…Cancer is a deadly disease caused by various biochemical abnormalities and genetic diseases. Colon and lung cancer have developed as two major causes of…”
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Efficient Resource Allocation and User Association in NOMA-Enabled Vehicular-Aided HetNets with High Altitude Platforms
Published 22-01-2024“…The increasing demand for massive connectivity and high data rates has made the efficient use of existing spectrum resources an increasingly challenging…”
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