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Record Nr. |
UNINA9911047824103321 |
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Autore |
Bhateja Vikrant |
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Titolo |
Information System Design: Intelligent Healthcare Informatics : Proceedings of Ninth International Conference on Information System Design and Intelligent Applications (ISDIA 2025), Volume 1 / / edited by Vikrant Bhateja, Farhad Oroumchian, Jinshan Tang, Zaid Omar |
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Pubbl/distr/stampa |
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Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025 |
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ISBN |
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Edizione |
[1st ed. 2025.] |
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Descrizione fisica |
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1 online resource (766 pages) |
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Collana |
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Lecture Notes in Networks and Systems, , 2367-3389 ; ; 1537 |
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Disciplina |
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Soggetti |
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Computational intelligence |
Artificial intelligence |
Telecommunication |
Computational Intelligence |
Artificial Intelligence |
Communications Engineering, Networks |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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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 |
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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. |
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Sommario/riassunto |
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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. |
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