Recent Advances in Computational Intelligence Applications for Biometrics and Biomedical Devices (eBook, ePUB)

Redaktion: Khamparia, Aditya; Gupta, Deepak

• Format: ePub

Produktbeschreibung

Recent Advances in Computational Intelligence Applications for Biometrics and Biomedical Devices focuses on the intersection of biometric-driven computational approaches and techniques within a connected multi-modal environment, particularly emphasizing their applications in healthcare. The book explores cutting-edge methodological approaches that leverage technologies like blockchain and integrate them with information fusion, data security for medical devices, and trust management. Readers with find this to be a comprehensive overview of the topics covered, including machine learning and deep learning for biomedical-based biometrics, computational medical imaging techniques, security strategies for healthcare systems, AI technology for multimodal biometrics, and feature reduction techniques.Other sections cover blockchain and fog computing models for medical sensor data storage and evolutionary optimization for biometric feature identification and recognition, amongst others. - Covers recent computational advancements in biomedical-driven biometrics for connected healthcare - Explores intelligent computational multimodal technologies for healthcare, incorporating deep learning, parallel computing, and distributed computing - Presents security aspects of next-generation healthcare technologies, including machine learning, deep learning, and blockchain integration with IoT for information fusion, data security, and trust management - Provides both fundamental and high-level concepts, making it suitable for both industry professionals and beginners - Includes applications of cloud and pervasive computing technologies in biometrics for real-world scenarios

---

Dieser Download kann aus rechtlichen Gründen nur mit Rechnungsadresse in A, B, BG, CY, CZ, D, DK, EW, E, FIN, F, GR, HR, H, IRL, I, LT, L, LR, M, NL, PL, P, R, S, SLO, SK ausgeliefert werden.

Produktdetails

• Verlag: Elsevier Science & Techn.
• Seitenzahl: 300
• Erscheinungstermin: 30. Oktober 2025
• Englisch
• ISBN-13: 9780443330131
• Artikelnr.: 75813690

Inhaltsangabe

1. Anomaly Detection in IoT using Fox Swarm Intelligence
2. Computational Medical Imaging for Biometrics using MRI and X-ray
3. AI Cybersecurity in Healthcare for Cyber-Physical Systems
4. Securing Healthcare Systems using Biometrics: A State-of-the-Art
Systematic Literature Review and Future Research Directions
5. Social Media Analytics Using Deep Neural Networks for Mental Healthcare
Applications
6. Energy Efficiency in IoT-based WSNs
7. Predictive Detection of Breast Cancer with Artificial Neural Network and
Support Vector Machine
8. Evolutionary Optimization for Biometric Feature Identification and
Recognition: A Survey
9. Comparative Analysis of Explainable Artificial Intelligence (XAI)
Techniques on Cancer Dataset- addressing the "Black Box Problem"
10. Risk Monitoring Strategy for Confidentiality of Healthcare Information
11. Security Vulnerabilities against Fingerprint Biometric Systems
12. Adaptalytics of Students’ To Online Learning Using Machine Learning
Classifiers And Sequential Neural Network
13. A Survey on Suicidal Rate Trends in Society using Machine Learning
Models
14. AI assisted Wireless Capsule Endoscopy Devices for Gastrointestinal
Tract Screening: A Review