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Machine Intelligence, Tools, and Applications: Proceedings of the International Conference on Machine Intelligence, Tools, and Applications—ICMITA 2023 de Satchidananda Dehuri

Machine Intelligence, Tools, and Applications: Proceedings of the International Conference on Machine Intelligence, Tools, and Applications—ICMITA 2023: Learning and Analytics in Intelligent Systems, cartea 40

Editat de Satchidananda Dehuri, Sung-Bae Cho, Venkat Prasad Padhy, Poonkuntrun Shanmugam, Ashish Ghosh
en Limba Engleză Hardback – 6 sep 2024
This book presents the recent advances including tools and techniques in the constantly changing landscape of machine learning (ML). This would enable the readers with a strong understanding of critical issues in ML by providing both broad and detailed perspectives on cutting-edge theories, algorithms, and tools. This will become a single source of reference on conceptual, methodological, technical, and managerial issues, as well as provide insight into emerging trends and future opportunities in the discipline of ML. This book contains altogether 36 chapters in the area of ML and its applications.
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Specificații

ISBN-13: 9783031653919
ISBN-10: 3031653912
Pagini: 422
Ilustrații: XX, 380 p.
Dimensiuni: 155 x 235 mm
Ediția:2024
Editura: Springer Nature Switzerland
Colecția Springer
Seria Learning and Analytics in Intelligent Systems

Locul publicării:Cham, Switzerland

Cuprins

Fuzzy Guided Genetic Algorithm Routing for Energy Conservation in Wireless Sensor Networks.- Comparative Analysis of Prediction Models for Software Bug Prediction.- Mandelbug Classification Engine Transfer Learning and NLP Approach.- Software Maintenance Prediction Using Regression Models.- Rough Set ELM Classifier and Deep Architecture for Remote Sensing Images.- Design of an Efficient Model for Satellite Image Classification Using Graph Neural Networks and Elephant Herding Optimization.- Multifaceted Analysis of Climate Trends and Air Quality in Indian Metropolises A Machine Learning and Time Series Forecasting Approach.- Machine Learning based Analysis and Forecasting of Electricity Demand in Misamis Occidental Philippines.- Implementation and Optimization of Swarm based System for Multi Agent Coordination and Task Execution in Marine Environment.-  Implementing Deep NN for Plant Disease Detection and Diagnosis.- A PSO approach for two warehouse inventory problem with imperfect quality and variable discount.- Design of Intraday Stock Price Prediction Model using Machine Learning via Technical Indicators.

Textul de pe ultima copertă

This book presents the recent advances including tools and techniques in the constantly changing landscape of machine learning (ML). This would enable the readers with a strong understanding of critical issues in ML by providing both broad and detailed perspectives on cutting-edge theories, algorithms, and tools. This will become a single source of reference on conceptual, methodological, technical, and managerial issues, as well as provide insight into emerging trends and future opportunities in the discipline of ML. This book contains altogether 36 chapters in the area of ML and its applications.

Caracteristici

Presents recent research in Machine Intelligence Is the proceedings of the International Conference on Machine Intelligence, Tools, and Applications—ICMITA 2023 Written by experts in the field