Machine learning

Unlock the future of cloud data engineering with generative and agentic AI on AWS.

Republic of Abundance is a bold refutation of dystopian predictions that AI and advanced robotics will inevitably lead to humanitys enslavement or extinction.

This book “Digital Image Forgery Detection: Techniques, Challenges and Applications” presents a comprehensive yet concise information related to image forgery detection.

This book “Digital Image Forgery Detection: Techniques, Challenges and Applications” presents a comprehensive yet concise information related to image forgery detection.

This book is a complete, hands-on guide to designing, training, and deploying your own Large Language Models (LLMs)—from the foundations of tokenization to the advanced stages of fine-tuning and reinforcement learning.

This book is a complete, hands-on guide to designing, training, and deploying your own Large Language Models (LLMs)—from the foundations of tokenization to the advanced stages of fine-tuning and reinforcement learning.

This book serves as an accessible yet in-depth introduction to this cutting-edge intersection, where quantum theory and machine learning unite to unlock new computational possibilities.

The book provides an overview of the challenges and opportunities presented by AI across the insurance value chain.

Facility layout planning is a core discipline in production management, directly shaping operational efficiency, material flow, and cost structures.

The two-volume set LNCS 16393 + 16394 constitutes the proceedings of the 5th Energy Informatics Academy Conference, EI.

The two-volume set LNCS 16393 + 16394 constitutes the proceedings of the 5th Energy Informatics Academy Conference, EI.

This book offers a comprehensive exploration of federated learning (FL), a novel approach to decentralized, privacy-preserving machine learning.

This book offers a comprehensive exploration of federated learning (FL), a novel approach to decentralized, privacy-preserving machine learning.

This book constitutes the refereed proceedings of the 14th International Joint Conference on Knowledge Graphs, IJCKG 2025, held in Heraklion, Crete, Greece, during October 15–17, 2025.

This book constitutes the refereed proceedings of the 14th International Joint Conference on Knowledge Graphs, IJCKG 2025, held in Heraklion, Crete, Greece, during October 15–17, 2025.

This two-volume set CCIS 2887-2888 constitutes the refereed proceedings of the Third International Conference on Sustainable Development through Machine Learning, AI and IoT, ICSD 2025, held in New Delhi, India, during June 14-15, 2025.

This two-volume set CCIS 2887-2888 constitutes the refereed proceedings of the Third International Conference on Sustainable Development through Machine Learning, AI and IoT, ICSD 2025, held in New Delhi, India, during June 14-15, 2025.

This book serves as an accessible yet in-depth introduction to this cutting-edge intersection, where quantum theory and machine learning unite to unlock new computational possibilities.

Facility layout planning is a core discipline in production management, directly shaping operational efficiency, material flow, and cost structures.

The book provides an overview of the challenges and opportunities presented by AI across the insurance value chain.

This book starts from the development status of remote sensing image intelligent interpretation and application technology.

This book explores the integration and interplay of model-based optimization and model-free deep reinforcement learning (DRL).

This book explores the integration and interplay of model-based optimization and model-free deep reinforcement learning (DRL).

This book starts from the development status of remote sensing image intelligent interpretation and application technology.

This book provides scalable, effective and real-world-compatible methods and algorithms for the control and extended estimation of uncertain nonlinear systems against a backdrop of often-unconventional problems.

The emergence of DeepSeek revealed a profound shift in artificial intelligence.

This book provides scalable, effective and real-world-compatible methods and algorithms for the control and extended estimation of uncertain nonlinear systems against a backdrop of often-unconventional problems.

This book addresses the technological contributions and developments of advanced hardware for Machine Learning (ML) computing systems.

This book addresses the technological contributions and developments of advanced hardware for Machine Learning (ML) computing systems.

This book equips readers with a rigorous and practical framework for solving complex engineering problems directly from governing equations using modern machine learning techniques.

This book offers a comprehensive collection of 35 research contributions on the transformative role of soft computing techniques such as fuzzy logic, neural networks, genetic algorithms, and hybrid methodologies in solving complex problems in healthcare.

This book offers a comprehensive collection of 35 research contributions on the transformative role of soft computing techniques such as fuzzy logic, neural networks, genetic algorithms, and hybrid methodologies in solving complex problems in healthcare.

This 2-volume set CCIS 2778+2779 constitutes the proceedings of the Third International Conference on Applied Intelligence, ICAI 2025, held in Nanning, China, during November 6–9, 2025.

This book constitutes the refereed conference proceedings of the 19th International Workshop on Design and Architecture for Signal and Image Processing, DASIP 2026, held in Krakow, Poland, during January 2026.

This book constitutes the refereed conference proceedings of the 19th International Workshop on Design and Architecture for Signal and Image Processing, DASIP 2026, held in Krakow, Poland, during January 2026.

This book constitutes the proceedings of the Third CSIG Conference on Emotional Intelligence, CEI 2025, held in Shenzhen, China during December 5-7, 2025.

This book constitutes the proceedings of the Third CSIG Conference on Emotional Intelligence, CEI 2025, held in Shenzhen, China during December 5-7, 2025.

This 2-volume set CCIS 2778+2779 constitutes the proceedings of the Third International Conference on Applied Intelligence, ICAI 2025, held in Nanning, China, during November 6–9, 2025.

Beginning with a gentle introduction to causal discovery and the foundations of probability and statistics, this textbook is written in a highly pedagogical way.

Online search engines are an essential tool for seeking information, but results returned from these search engines can contain undesirable forms of bias with respect to protected attributes such as gender or race.

This book constitutes the proceedings of the 20th International Conference on Research Challenges in Information Science, RCIS 2026, which took place in Toulouse, France, during May 2026.

Online search engines are an essential tool for seeking information, but results returned from these search engines can contain undesirable forms of bias with respect to protected attributes such as gender or race.

Beginning with a gentle introduction to causal discovery and the foundations of probability and statistics, this textbook is written in a highly pedagogical way.

This book constitutes the proceedings of the 20th International Conference on Research Challenges in Information Science, RCIS 2026, which took place in Toulouse, France, during May 2026.

This book explains the basic principles of pattern recognition (PR) and machine learning (ML) in an easy-to-understand manner for beginners who are trying to learn these principles on their own.

This book explains the basic principles of pattern recognition (PR) and machine learning (ML) in an easy-to-understand manner for beginners who are trying to learn these principles on their own.

This book equips readers with a rigorous and practical framework for solving complex engineering problems directly from governing equations using modern machine learning techniques.

This two-volume set LNCS 16528-16529 constitutes the refereed proceedings of the 28th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, CIARP 2025, held in Bogotá, Colombia, during November 25–28, 2025.

This two-volume set LNCS 16528-16529 constitutes the refereed proceedings of the 28th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, CIARP 2025, held in Bogotá, Colombia, during November 25–28, 2025.

Graph Neural Networks (GNNs) have revolutionized the way we learn representations from graph-structured data, becoming a cornerstone for applications in social networks, recommendation systems, biology, and beyond.