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Full Description
This book presents a collection of high-quality, peer-reviewed research papers from 9th International Conference on Information System Design and Intelligent Applications (ISDIA 2025), held in Dubai, UAE, from January 3-4, 2025. It covers a wide range of topics in computer science and information technology, including data mining and data warehousing, high-performance computing, parallel and distributed computing, computational intelligence, soft computing, big data, cloud computing, grid computing, cognitive computing, and information security.
Contents
Enhancing Early Glaucoma Diagnosis through Machine Learning Techniques.- Classification of Blood Disorders using Machine Learning Algorithms.- Leveraging AI for Early and Precise Detection of Thyroid Disorder.- Enhancing Stroke Prediction through Machine Learning: A Comparative Study of Key Algorithms.- Comparative Analysis of Machine Learning Techniques in Diabetes Prediction.- Exploring Emotion Recognition through EEG Brainwave Data: A Comparative Analysis of Machine Learning and Deep Learning Approaches.- "Optical Flow-Based Localization of Anatomical Landmarks in Colonoscopy".- Efficient Respiratory Disease Classification Using Customized CNN on a Large Kaggle Dataset.- Comparative Analysis of Regressor Models for Predicting Heart Attack Risk: A Comprehensive Evaluation Using Regression Metrics and Visualization.- Comparative Analysis of Data Balancing Techniques in Prostate Cancer Classification Using Machine Learning and Deep Learning.- AI as the Stepping Stone of Revolution in Maxillofacial Prosthodontic Shade Selection.- GradTX Net: Leveraging Transformers for Accurate Diabetic Foot Ulcer Severity Grading.- Deep Learning-Based Skin Cancer Classification and Localization: A Comprehensive Approach for Accurate Diagnosis and Localization of Skin Cancers.- Predicting Breast Cancer Recurrence Using Machine Learning and Deep Learning Models: A Comparative Study.
