Advances in Intelligent Systems : Paradigms and Applications (Aap Research Notes on Optimization and Decision Making Theories)

個数：

予約

Advances in Intelligent Systems : Paradigms and Applications (Aap Research Notes on Optimization and Decision Making Theories)

Guduri, Manisha (EDT)/ Maheswari V, Uma (EDT)/ Aluvalu, Rajanikanth (EDT)

ウェブストア価格 ¥41,113（本体¥37,376）
Apple Academic Press Inc.（2025/09発売）
外貨定価 US$ 200.00
ポイント 373pt

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製本 Hardcover:ハードカバー版／ページ数 356 p.
言語 ENG
商品コード 9781774916988

Full Description

This new volume covers a diverse range of advances in intelligent systems that involve applications of AI and digital automation, such as machine learning, deep learning, sectional convolutional neural network models, and much more. It explores advances in predictive analysis, such as using AI for leukemia detection and other diseases, strategic decision-making models using data analytics, video object detection using convolution, CNN-based mask detection, medical image watermarking using RDWT-SVD-DCT, and more.

PART I: PREDICTIVE ANALYTICS. 1. Artificial Intelligence Framework for Leukemia Detection and Classification Using ISURF-DLCNN From Blood Cell Image. 2. An Ensemble Fine-Tune Xception Model to Predict Monkeypox Disease Through Skin Lesion Images. 3. Sectional Convolutional Neural Network (S-CNN) Model for Automated Covid CT-Scan Images Recognition. 4. Analysis of Noxious Comments Using Machine Learning. 5. Strategic Decision-Making Models Using Data Analytics in Educational Institutions. 6. An Extensive Study on Heart Attack Prediction Using Different ML and DL Approaches Integrated with Genetic Algorithms. PART II: COMPUTER VISION. 7. Video Object Detection Using Convolution Regression with Visual Tracking and SURF Features. 8. Road Anomaly Color Image Detection Based on Dark Channel Prior with Depth Image Model. 9. Brain Tumor Detection and Classification Using Hybrid Logistic Regression with GMM Feature Selection. 10. Development of CNN-Based Mask Detection Technique Using Python and TensorFlow. 11. Comprehensive Analysis on Multi-Focus Image Fusion: A Survey. PART III: ELECTRONIC CIRCUITS AND ASSISTIVE TECHNOLOGIES. 12. Medical Image Watermarking Using RDWT-SVD-DCT for Secure Medical Data Transmission in Healthcare Systems. 13. An Experimental Study on Convergence Analysis of Modified Particle Swarm Optimization. 14. Saliency-Based Bone Fracture Identification Using Spatio-Temporal Optimization Process. 15. Design of OR Gate-Based Ternary D-Latch Using Graphene Nano-Ribbon Field Effect Transistors. 16. A Survey on Various Mobile Ad-Hoc Routing Protocols. 17. Propagation of Cyberattack on a Network. 18. Design of a Triple Node Upset Tolerant Nonvolatile Latch. 19. A Technique to Mitigate PVT Variations in Double-Phase Nonoverlapping Clock Generating Circuit. 20. Assistive Technology: Eco-Friendly Battery Powered Autonomous Tongue Controlled Wheel Chair in Obstacle Ridden Environment. 21. Design of a Low-Cost Wearable System for Long-Term Continuous Heart Rate Monitoring. 22. Preparation and Mechanical Characterization of Jute Fabric Composites. 23. A Review on Ring Oscillator for High Frequency Applications.