Advances in Data-driven Computing and Intelligent Systems : Selected Papers from ADCIS 2024, Volume 1 (Lecture Notes in Networks and Systems)

Bansal, Jagdish Chand (EDT)/ Saha, Snehanshu (EDT)/ Coello, Carlos A. Coello (EDT)

Springer Nature Switzerland AG（2025/05発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 580 p.
• 言語 ENG
• 商品コード 9789819636518

Full Description

This book is a collection of best-selected research papers presented at the International Conference on Advances in Data-driven Computing and Intelligent Systems (ADCIS 2024) held at BITS Pilani, K K Birla Goa Campus, Goa, India, during September 20-21, 2024. It includes state-of-the-art research work in the cutting-edge technologies in the field of data science and intelligent systems. The book presents data-driven computing; it is a new field of computational analysis which uses provided data to directly produce predictive outcomes. The book is useful for academicians, research scholars, and industry persons.

Contents

New CBIR Approaches Using ANFIS Classification with DWT Feature Extraction Algorithms.- Enhancing Short-Term Load Forecasting Accuracy with CatBoost Algorithm and Wavelet Transform Integration.- Intent Classification and Response Generation of Conversational Agents: A Literature Review.- Optimization of VGG-16 Model using Stripe-Wise Pruning in a Federated Environment.- Parkinsons Disease Detection from Gait Patterns using SHAP and LIME Features.