Search Results - "Bayan Alabduallah"
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An integrated method for detecting lung cancer via CT scanning via optimization, deep learning, and IoT data transmission
Published in Frontiers in oncology (07-10-2024)“…With its increasing global prevalence, lung cancer remains a critical health concern. Despite the advancement of screening programs, patient selection and risk…”
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Advancing Cryptographic Security With a New Delannoy-Derived Chaotic S-Box
Published in IEEE access (2024)“…The S-Box (Substitution Box) plays a crucial role in cryptographic security by introducing non-linearity and confusion into the encryption process. It enhances…”
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Blockchain-assisted improved interval type-2 fuzzy deep learning-based attack detection on internet of things driven consumer electronics
Published in Alexandria engineering journal (01-01-2025)“…The Internet of Things (IoTs) revolutionizes the consumer electronics landscape by presenting a degree of personalization and interactivity that was previously…”
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Class imbalanced data handling with cyberattack classification using Hybrid Salp Swarm Algorithm with deep learning approach
Published in Alexandria engineering journal (01-11-2024)“…Cyberattack classification involves applying deep learning (DL) and machine learning (ML) models to categorize digital threats based on their features and…”
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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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Chaotic image encryption algorithm with improved bonobo optimizer and DNA coding for enhanced security
Published in Heliyon (15-02-2024)“…Image encryption involves applying cryptographic approaches to convert the content of an image into an illegible or encrypted format, reassuring that illegal…”
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Bioinspired artificial intelligence based android malware detection and classification for cybersecurity applications
Published in Alexandria engineering journal (01-08-2024)“…With the fast growth of mobile phone usage, malicious threats against Android mobile devices are enhanced. The Android system utilizes a wide range of…”
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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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Improving prediction of maternal health risks using PCA features and TreeNet model
Published in PeerJ. Computer science (15-04-2024)“…Maternal healthcare is a critical aspect of public health that focuses on the well-being of pregnant women before, during, and after childbirth. It encompasses…”
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Blockchain Enabled Smart Healthcare System using Jellyfish Search Optimization with Dual-Pathway Deep Convolutional Neural Network
Published in IEEE access (01-01-2023)“…Blockchain (BC) and Artificial intelligence (AI) based technologies have earned a better reputation amongst the research community, especially in the medical…”
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A Multimodal IoT-Based Locomotion Classification System Using Features Engineering and Recursive Neural Network
Published in Sensors (Basel, Switzerland) (12-05-2023)“…Locomotion prediction for human welfare has gained tremendous interest in the past few years. Multimodal locomotion prediction is composed of small activities…”
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An Elliptical Modeling Supported System for Human Action Deep Recognition over Aerial Surveillance
Published in IEEE access (01-01-2023)“…The advancement of computer vision technology has led to the development of sophisticated algorithms capable of accurately recognizing human actions from…”
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DDPM: A Dengue Disease Prediction and Diagnosis Model Using Sentiment Analysis and Machine Learning Algorithms
Published in Diagnostics (Basel) (01-03-2023)“…The aedes mosquito-borne dengue viruses cause dengue fever, an arboviral disease (DENVs). In 2019, the World Health Organization forecasts a yearly occurrence…”
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Hybrid Majority Voting: Prediction and Classification Model for Obesity
Published in Diagnostics (Basel) (01-08-2023)“…Because it is associated with most multifactorial inherited diseases like heart disease, hypertension, diabetes, and other serious medical conditions, obesity…”
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Exploiting Feature Fusion with Deep Learning Based Next-Generation Consumer Products Detection on Video Surveillance Monitoring Systems
Published in IEEE transactions on consumer electronics (09-07-2024)“…Video surveillance systems have been instrumental in the consumer electronics industry, providing advanced functionalities such as product detection. This…”
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Manufacturing industry based on dynamic soft sensors in integrated with feature representation and classification using fuzzy logic and deep learning architecture
Published in International journal of advanced manufacturing technology (01-10-2023)“…Soft sensors are data-driven devices that allow for estimates of quantities that are either impossible to measure or prohibitively expensive to do so. DL (deep…”
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An Elliptical Modeling Supported System for Human Action Deep Recognition Over Aerial Surveillance
Published in Access, IEEE (2023)“…The advancement of computer vision technology has led to the development of sophisticated algorithms capable of accurately recognizing human actions from…”
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