Výsledky vyhledávání - "Journal of Al-Qadisiyah for Computer Science and Mathematics"

IoT Intrusion Detection Using Transformer-Based Anomaly Learning Autor Salah Abdulameer, Hayder

“…We present a Transformer-based intrusion detection system (IDS) for IoT network flows. Raw traffic is converted into windowed flow sequences (47 features; 30-s…”
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Improving YOLO Efficient for Knee Osteoarthritis Detection Using Minkowski Distance Autor Fadhil Najim, Marwah, Alrammahi, Atheer, Mohsen Mahdi, Ahmed

“…This study presents an enhanced YOLO-based deep learning model for automatic detection of knee osteoarthritis (KOA) from X-ray images. The integration of…”
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On ideal supra Z_open set in ideal supra topological space Autor Faiad, Saja S., Yaseenb, Rana B.

“…This study introduces the ideal supra open set in ideal supra topological space, where its basic properties are defined and examined through illustrative…”
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Deep Learning for Alzheimer’s Disease Diagnosis from Brain MRI: Review Autor Abdalhussain Kareem, Zainab, Shaker Abdalrada, Ahmad

“…Alzheimer's disease (AD) is a progressive neurodegenerative condition that strongly impacts cognition and quality of life. Accurate and early diagnosis is…”
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Integrating Harris Corner Detector and SIFT Descriptor for High-Accuracy Feature Matching in Image Processing Autor Salam Al-jaberi, Ali, Rahman, Sura Fadhil, Raheem, Ihsan Faisal

“…Feature matching is one of the primary operations in image processing and computer vision. In this work, the limitations of the Harris corner…”
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A Novel Category of Analytic Univalent Functions that is characterized by an Integral Operator Autor A. Sabri, Mustafa

“…This paper presents a novel class of analytic univalent functions, which are defined by an integral operator in the open unit disk . Various geometric…”
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Large Small compressible and Large Small retractable Modules Autor Khaleel Ibrahim, Rawnaq, M. Yassen, Sahira

“…We consider R is any ring with identity and  is a non-zero unitary left R-module. In this article we introduce the notion of large small Compressible modules…”
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Real-Time Fall Detection for the Elderly in Home Settings Using a Vision-Based YOLOv8-Pose Model Autor Riyadh Khawam, Qaseem, Al-Hashimi, Muhaned, Khalid Abdulateef, Salwa

“…Fall constitute a significant source of death and morbidity among the elderly, particularly in domestic settings when quick assistance is unavailable. Accurate…”
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Employing Machine Learning with Discriminative Function for Predict Heart Diseases Autor Abdulrahman Yousif, Firas, Raad Al-Mola, Rasha, Subhi Sulaiman, Muthanna

“…Heart disease is also one of the leading causes of death and therefore there is need to have a readily accurate way of diagnosing it. Based on this study, a…”
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Hybrid Ant Colony-Particle Swarm Optimization for Dynamic Resource Allocation in Cloud Data Centers Autor Abdulrazzak Ahmed, Hiba

“…Effective use of computational resources is a very challenging issue in cloud data centres as demands from users are very high. However, classical optimization…”
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A Deep Dive into Deep Learning and Machine Learning: A Review Study Autor Khalid, Hind

“…The current comprehensive review paper focuses on the analysis of the differences and similarities between deep learning and traditional machine learning. This…”
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On the Relationship Between Smoothness and Best Approximation in Weighted Function Space Autor Abd ALameer Mohameed, Zahraa, Zuhir Abd AL-Sada, Nada

“…This work investigates the relationship between the smoothness measure and the function norm in the space  , where modified symmetric difference based on the…”
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A Robust Statistical Framework for Outlier Detection and Its Influence on Predictive Modeling Accuracy Autor Kamil Habeeb, Hadeel, Hatem Hassan, Faten

“…Outliers, defined as observations that deviate substantially from the majority of data, pose a serious challenge to predictive modeling by distorting…”
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Machine Learning-Based Heart Disease Detection with ANOVA Feature Selection Autor Shaker, Fatima, Raad Shaker Alnaily, Rana, Naeem Turky, Saja, Kareem Wanas, Elham, Sadiq Sadon, Saja

“…Heart disease(HD) has emerged as one of the most critical health issues that significantly impact human existence. It has become one of the primary causes of…”
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k-Fractional Extension of h-Hadamard Integrals and Derivatives Autor Talib Khathem, Sajad, Hamza Geem, Methaq

“…In this paper, we present a generalization types of the h-Hadamard integrals and derivatives parameterized by k. The h-Hadamard integrals and derivatives are…”
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Next-Generation Biometric Authentication: Overcoming the Twin Identification Challenge with Advanced Facial Recognition and Multi-Modal Analysis Techniques Autor Hasan Nsaif, Azhar, Abduladheem Hasan, Rawsam

“…Conventional facial recognition struggles with individuals sharing near-identical facial features, particularly monozygotic twins. This research introduces a…”
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Large Small compressible and Large Small retractable Modules Autor Khaleel Ibrahim, Rawnaq, M. Yassen, Sahira

“…We consider R is any ring with identity and  is a non-zero unitary left R-module. In this article we introduce the notion of large small Compressible modules…”
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Forest Fire Image Classification via Hybrid Deep Learning and Stacking Ensemble Technique Autor Ali Alshabeeb, Israa

“…In recent years, forest fires have increased significantly and in an intimidating manner worldwide, thereby affecting both the environment and human life. When…”
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Enhanced Phishing URL Identification through Recurrent Neural Networks: A Comparative Study of LSTM and BiLSTM Autor Sata Kathum Ajjam, Wadhah, Abdu Ibrahim, Abdullahi

“…Phishing attacks continue to pose a serious threat to cybersecurity, underscoring the need for effective and scalable detection methods. This study evaluates…”
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On some type of H-functions Autor Ali Sdaam, Zahra, Talip Hussein, Ahmed

“…In this paper ‚we introduce the definitions of some types of H-functions namely ‚H-continuous ‚H-irresolute ‚H-closed function ‚H-open function‚ H-homomorphism…”
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