Proceedings of the International Conference on Machine Learning, Deep Learning and Computational Intelligence for Wireless Communication MDCWC 2023 /

التفاصيل البيبلوغرافية
مؤلف مشترك:	SpringerLink (Online service)
مؤلفون آخرون:	Gopi, E. S. (المحرر), Maheswaran, P. (المحرر)
الملخص:	XXIII, 631 p. 340 illus., 252 illus. in color. text
اللغة:	الإنجليزية
منشور في:	Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
الطبعة:	1st ed. 2024.
سلاسل:	Signals and Communication Technology,
الموضوعات:	Computational intelligence. Artificial intelligence. Telecommunication. Wireless communication systems. Mobile communication systems. Computational Intelligence. Artificial Intelligence. Communications Engineering, Networks. Wireless and Mobile Communication.
الوصول للمادة أونلاين:	https://doi.org/10.1007/978-3-031-47942-7
التنسيق:	الكتروني كتاب

جدول المحتويات:

Part 1: Machine Learning, Deep Learning and Computational Intelligence
Chapter 1. A novel hierarchical clustering technique to analyse style and content factorization during image recognition
Chapter 2. Exploring Model-Level Transfer Learning to Improve the Recognition of Sinhala Speech
Chapter 3. Metaheuristics Feature Selection Algorithms for Identification and Classification of Mango Pests Diseases
Chapter 4. An Integrated Optimization Technique with SVM for Feature Selection
Chapter 5. A Constant Binomial Coefficient Difference Equation Based FIR Predictor System for Signal Processing Data mining
Chapter 6. Generating Synthetic Text Data for Improving Class Balance in Personality Prediction
Chapter 7. CPSNet: Channel Pixel Spatial Feature Fusion Network for Image Dehazing
Chapter 8. ATCBBC: A novel optimizer for neural network Architectures
Chapter 9. Application of Dempster-Shafer Theory in Sensor Data Fusion
Chapter 10.Examining Ant Colony Algorithm with The Cat Swarm Algorithm to Improve Energy Efficiency
Chapter 11. Machine Learning based Online Visual Tracking with Multi-featured Adaptive Kernal Correlation filter
Part 2: Wireless Communication
Chapter 12. Integrating long-short term memory and particle swarm optimization for intrusion detection in 5G technologies
Chapter 13. Performance Analysis of Polar Decoding Using Linear Code Mapping with Feedback Based Ann Architecture
Chapter 14. Packet Classification Using Improved Random Forest Algorithm
Chapter 15. A Machine Learning Perspective of optimal data transmission in Wireless Sensor Networks (WSN)
Chapter 16. Blockchain and IPFS based solution for KYC
Chapter 17. Analysis and Comparison of BER Performance of OFDM-IM under various fading channels using Conventional Detectors
Chapter 18. A Survey of Non-Orthogonal Multiple Access for Internet of Things and Future Wireless Networks
Chapter 19. Improved 3D Wireless Indoor Localization with Deep Learning Algorithms
Chapter 20. Implementing Machine Learning for design and evaluation of Antenna Parameters
Chapter 21. A MIMO dual mode homogenous OFDM IM system for next-generation communications
Chapter 22. Probability Boosted Regression for Intrusion Detection in Cyber active Space
Part 3: Mobile data application
Chapter 23. Surface Water-body Extraction for Landsat-8 (OLI) Imagery using Water-Indices Methods and SCM Techniques
Chapter 24. Automated Age-related Macular Degeneration Diagnosis in Retinal Fundus Images via ViT
Chapter 25. Traffic Light Simulation Using ALP
Chapter 26. DNN-ILD: A Transfer Learning-based Deep Neural Network for Automated Classification of Interstitial Lung Disease from CT Images
Chapter 27. Image Manipulation Detection using Augmentation and Convolutional Neural Networks
Chapter 28. Smart Women Safety Solution with Alert System Using Machine Learning Approach
Chapter 29. Cyberbullying Detection Using BILSTM Model
Chapter 30. Smart Agriculture using Internet of Things
Chapter 31. Breast Cancer Detection from Mammograms using Deep Learning and Bio-Inspired Optimization Algorithm
Chapter 32. Detection of Echinoderms Underwater using Deep Learning Network
Chapter 33. Malaria Parasite Detection Using Deep Learning
Chapter 34. FiltDeepNet: Architecture for Covid Detection based on Chest X-ray Images
Chapter 35. Novel approaches to Automatic License Plate Reading (ALPR)
Chapter 36. Crop Prediction Expert System with Ensemble Machine Learning Technique
Chapter 37. A Comparative Analysis of Single Image-Based Face Morphing Attack Detection
Chapter 38. Classifiers For Sentiment Analysis of Youtube Comments - A Comparative Study
Chapter 39. Traffic Monitoring System Detecting Overspeed and Accidents from Video Input using OpenCV and Digital Image Processing
Chapter 40. An experimental comparative analysis of human abnormal action identification on “SAIAZ” video dataset using SVM, ResNet50, and LSTM model
Chapter 41. Comparative study on malicious URL using classifiers and boosting algorithms
Chapter 42. Automation in Natural Rubber Latex Harvesting Field: A Review
Chapter 43. Feature Selection based Machine Learning Model for Malware Detection
Chapter 44. Application of Machine learning algorithm for prediction of Diabetes and Heart diseases
Chapter 45. Damage Detection on Historical Structure using Image Processing
Chapter 46. Eye Disease Classification Using VGG-19 Architecture
Chapter 47. Automatic Photo Enhancer Using Machine Learning and Deep Learning with Python
Chapter 48. Robust Touch Free Palm Vein Sensor Authentication System
Chapter 49. An Effective Machine Learning-based Malware Detection Approach
Chapter 50. Exploring The Performance of Various Classification Algorithms for Masked Face Recognition Using Cnn Based Features
Chapter 51. Chess Game using Assembly Language Programming
Chapter 52. Deep Artificial neural Network for Software Effort Estimation
Chapter 53. ‘Legal Owl’, An Application for Machine Generated Legal Aid Using NLP.

Proceedings of the International Conference on Machine Learning, Deep Learning and Computational Intelligence for Wireless Communication MDCWC 2023 /

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