A. Sheik Abdullah

Swarm Intelligence and its Applications in Biomedical Informatics (eBook, PDF)

• Format: PDF

Produktbeschreibung

Swarm Intelligence and its Applications in Biomedical Informatics discusses Artificial Intelligence applications in medicine and biology, as well as challenges and opportunities presented in these arenas.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 174
• Erscheinungstermin: 14. Dezember 2023
• Englisch
• ISBN-13: 9781003816652
• Artikelnr.: 69430017

Autorenporträt

A. Sheik Abdullah is an Assistant Professor senior, at the School of Computer Science Engineering, Vellore Institute of Technology, in Chennai, Tamil Nadu, India. His research interests include Medical Data Research and Analytics, E-Governance, and Big Data. He has published books, written book chapters, and numerous journal articles.

Inhaltsangabe

1. Introduction. 2. Statistical Methods and Swarm Intelligence Techniques
in Clinical Data Prediction. 3. Data Classification by Decision Trees - An
Illustration . 4. Predictive Analytics Using Ant Colony Optimization with
Decision Trees for Medical Data. 5. Predictive Analytics Using Bee-Based
Harmony Search with Decision Trees for Medical Data. 6. Predictive
Analytics Using Particle Swarm Optimization with Decision Trees for Type II
Diabetes. 7. Case-Based Analysis in Medical Informatics. 8. Intelligent
Optimization Unit. 9. Conclusion.