Machine Learning

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...

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

The goal of Geometric Algebra Applications Vol. III: Integral Transforms, Machine Learning, and Quantum Computing is to present a unified mathemati...

Due to its huge success in industry, mechanism design has been one of the central research topics at the interface of economics and computer scienc...

This book investigates in detail the emerging deep learning (DL) technique in computational physics, assessing its promising potential to substitut...

In recent years, non-linear optimization has had a crucial role in the development of modern techniques at the interface of machine learning and im...

This book gathers selected papers presented at International Conference on Machine Learning, Advances in Computing, Renewable Energy and Communicat...

In the digital age, our personal data has become a valuable commodity, sought after by corporations, organizations, and governments alike. Data Ind...

Applications of Machine Learning in Hydroclimatology is a comprehensive exploration of the transformative potential of machine learning for address...

This book explores how visualization provides an effective way of improving not only the interpretability but also the generalization capabilities ...

This book constitutes the refereed proceedings of the 16th International Conference on Scalable Uncertainty Management, SUM 2024, held in Palermo, ...

This book constitutes the refereed proceedings of the First International Conference on Machine Learning Algorithms, ICMLA 2024, held in Himachal P...