Machine Learning

A smart ecosystem is envisioned to exchange and analyze data across systems, enabling a flexible, faster, and reliable smart ecosystem for high-qua...

Mathematical Modelling for Big Data Analytics is a comprehensive guidebook that explores the use of mathematical models and algorithms for analyzin...

Interest in applying analytics, machine learning, and artificial intelligence to sales and marketing has grown dramatically, with no signs of slowi...

Probability for Deep Learning Quantum provides readers with the first book to address probabilistic methods in the deep learning environment and th...

As an aspiring data scientist, you appreciate why organizations rely on data for important decisionswhether it's for companies designing websites, ...

Today, data fuels everything we do in a highly connected world. However, traditional environmental monitoring methods often fail to provide timely ...

Large language models (LLMs) promise unprecedented benefits. Well versed in common topics of human discourse, LLMs can make useful contributions to...

Reconfigurable intelligent surface (RIS) has emerged as a cutting-edge technology for beyond 5G and 6G networks due to its low-cost hardware produc...

This 15-volume set LNCS 15031-15045 constitutes the refereed proceedings of the 7th Chinese Conference on Pattern Recognition and Computer Vision, ...

Deep learning is rapidly gaining momentum in the world of finance and trading. But for many professional traders, this sophisticated field has a re...

When you know the cause of an event, you can affect its outcome. This accessible introduction to causal inference shows you how to determine causal...

This book constitutes the revised selected papers of the 6th Pacific Causal Inference Conference, PCIC 2024, held in Shanghai, China, during July 5...

This three-volume set CCIS 2213-2215 constitutes the refereed proceedings of the 10th International Conference of Pioneering Computer Scientists, E...

This 15-volume set LNCS 15031-15045 constitutes the refereed proceedings of the 7th Chinese Conference on Pattern Recognition and Computer Vision, ...

Learn to understand and implement the latest machine learning innovations to improve your investment performance Machine learning (ML) is changing ...

This book looks at industry change patterns and innovations (such as artificial intelligence, machine learning, big data analysis, and blockchain s...

This book (Volume 1) includes peer reviewed articles from the 5th International Conference on Data Science, Machine Learning and Applications, 2023...

The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Co...

This two-volume set LNCS 15368-15369 constitutes the refereed proceedings of the 27th Iberoamerican Congress on Progress in Pattern Recognition, Im...

This book is an excellent source of knowledge for readers interested in the latest developments in social network analysis and mining, particularly...

This monograph is devoted to the consideration of new deep neural networks Evolving Hybrid Stacking Neuro-Neo-Fuzzy Systems of Artificial Intellig...

This book provides a comprehensive introduction to conversational spoken language understanding and surveys recent advances in conversational AI. I...

AI has received vast and transformative applications, impacting industries and daily life in profound ways. AI is reshaping how we live and work, f...

The two-volume set LNCS 15271 and 15272 constitutes the proceedings of the 4th Energy Informatics Academy Conference, EI.A 2024, held in Kuta, Bali...

With the increase in urban population, it became necessary to keep track of the object of interest. In favor of SDGs for sustainable smart city, wi...

This 15-volume set LNCS 15031-15045 constitutes the refereed proceedings of the 7th Chinese Conference on Pattern Recognition and Computer Vision, ...

This book constitutes the refereed proceedings of the 17th International Conference on Similarity Search and Applications, SISAP 2024, held in Prov...

Clustering, a foundational technique in data analytics, finds diverse applications across scientific, technical, and business domains. Within the t...

This book stands at the intersection of computer vision, artificial intelligence, and human kinematics, offering a comprehensive exploration of the...

Machine Learning: A Bayesian and Optimization Perspective, 2nd edition, gives a unified perspective on machine learning by covering both pillars of...

Business analytics is all about leveraging data analysis and analytical modeling methods to achieve business objectives. This is the book for upper...