Research Advances in Intelligent Computing

This book presents the advances in AI techniques under the umbrella of Intelligent Computing. The book provides theoretical, algorithmic, simulation, and implementation-based recent research advancements related to the Intelligent Computing.

Table des matières

1. RNN Based Machine Translation for Indian Languages. 2. Dynamic Movie Ticket Price Prediction Using Machine Learning. 3. Designing a GUI for Offline Text Independent Writer Identification System. 4. Soil Fertility Prediction using Soft Computing Approach. 5. Psychological Distress Detection, Classification and Assistance using AI. 6. Fast and Efficient Text Searching in Compressed Data using Burrows Wheeler Transform. 7. A Comprehensive Exploration of Brain Tumor Segmentation using Deep Learning Technique. 8. Hand Sign Recognition using LeNet like Architecture. 9. Automated Kinship Recognition through Facial Feature Matching. 10. Ensemble Convolutional Neural Network – Bidimensional EMD Model for ECG Denoising. 11. Wrapper based Feature Selection for Big Data using Multi-core Environment. 12. MDAKB: A Metadata Driven Approach for Multi-Lingual Knowledge Base Generation for Agriculture Domain in the Indian Context .13. Melanoma Prediction from Skin Lesion using Convolutional Neural Network Against Support Vector Machine Learning Algorithm to Achieve Maximum Accuracy and Minimum Loss. 14. Fusion Based Morphological Watershed Segmentation Algorithm for Medical Images. 15. Music Recommendation System to Address the Problem of Long Tail Using Multi Stage Graph. 16. Speech based Access of Agricultural Commodity Prices and Weather Information in Kannada Language/Dialects. 17. Weather Classification: Image Embedding using Convolutional Autoencoder and Predictive Analysis using Stacked Generalization. 18. COVID-19 Confirmed Cases Prediction After Vaccination using Deep Learning Models. 19. Recognition Model for Facial Expression Using Machine Learning. 20. Sentiment Analysis and Sarcasm Detection of Indian General Election Tweets. 21. Image Generation Using Deep Convolutional Generative Adversarial Networks. 22. Person Activity Identification using Artificial Intelligence. 23. Heartbeat based Failure Detector of Perfect P Class for Synchronous Hierarchical Distributed Systems.

Résumé

This book presents the advances in AI techniques under the umbrella of Intelligent Computing. The book provides theoretical, algorithmic, simulation, and implementation-based recent research advancements related to the Intelligent Computing.

Détails du produit

• Auteurs: Anshul (Banaras Hindu University Verma
• Collaboration: Lalit Garg (Editeur), Kiran Kumar Pattanaik (Editeur), Anshul Verma (Editeur), Pradeepika Verma (Editeur), Verma Anshul (Editeur)
• Edition: Taylor & Francis Ltd.
• Langues: Anglais
• Format d'édition: Livre de poche
• Sortie: 29.11.2024
• EAN: 9781032340524
• ISBN: 978-1-0-3234052-4
• Pages: 312
• Catégories: Livres de conseils; Sciences naturelles, médecine, informatique, technique > Informatique, ordinateurs > Informatique; Sciences sociales, droit, économie > Economie > Général, dictionnaires; BUSINESS & ECONOMICS / Operations Research, COMPUTERS / Networking / General, Enterprise Software, Operational research, Expert systems / knowledge-based systems, Computer networking & communications, COMPUTERS / Artificial Intelligence / Expert Systems, COMPUTERS / Data Science / Neural Networks, Computer networking and communications, COMPUTERS / Business & Productivity Software / General, Neural networks and fuzzy systems, Neural networks & fuzzy systems