Machine learning

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.

This textbook provides a comprehensive, step-by-step guide to Semantic Communications, focusing on how deep learning enhances its performance in modern communication systems.

This textbook provides a comprehensive, step-by-step guide to Semantic Communications, focusing on how deep learning enhances its performance in modern communication systems.

This two-volume set LNCS 16467-16468 constitutes the refereed proceedings of the 11th International Conference on Machine Learning, Optimization, and Data Science, LOD 2025, held in Castiglione della Pescaia, Italy, during September 21-24, 2025.

This two-volume set LNCS 16467-16468 constitutes the refereed proceedings of the 11th International Conference on Machine Learning, Optimization, and Data Science, LOD 2025, held in Castiglione della Pescaia, Italy, during September 21-24, 2025.

The two-volume set LNCS 16467-16468 constitutes the refereed proceedings of the 11th International Conference on Machine Learning, Optimization, and Data Science, LOD 2025, held in Castiglione della Pescaia, Italy, during September 21-24, 2025.

The two-volume set LNCS 16467-16468 constitutes the refereed proceedings of the 11th International Conference on Machine Learning, Optimization, and Data Science, LOD 2025, held in Castiglione della Pescaia, Italy, during September 21-24, 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.

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 offers a concise yet comprehensive exploration of embodied artificial intelligence (AI) and its integration with swarm manipulation, navigation, and tracking tasks.

This book offers a concise yet comprehensive exploration of embodied artificial intelligence (AI) and its integration with swarm manipulation, navigation, and tracking tasks.

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

Machine learning has become a cornerstone of modern data-driven science and technology.

Machine learning has become a cornerstone of modern data-driven science and technology.

This book constitutes the proceedings of the Third Decision Science Alliance International Summer Conference, DSA ISC 2025, held in Catania, Italy, in June 2025.

This book constitutes the proceedings of the Third Decision Science Alliance International Summer Conference, DSA ISC 2025, held in Catania, Italy, in June 2025.

This book presents a practical, end-to-end approach to risk management in modern e-commerce platforms using machine learning.

This book presents a practical, end-to-end approach to risk management in modern e-commerce platforms using machine learning.

What does it take to move from recognizing static objects in images to truly understanding dynamic human behavior in complex scenes?

This book provides an in-depth analysis of the design and implementation of a smartphone sensor-based Human Activity Recognition (HAR) system using advanced learning models.

What does it take to move from recognizing static objects in images to truly understanding dynamic human behavior in complex scenes?

This two-volume set CCIS 2858-2859 constitutes the refereed proceedings of the 5th International Conference on Intelligent Systems and Pattern Recognition, ISPR 2025, held in Hammamet, Tunisia, during September 25–27, 2025.

This two-volume set CCIS 2858-2859 constitutes the refereed proceedings of the 5th International Conference on Intelligent Systems and Pattern Recognition, ISPR 2025, held in Hammamet, Tunisia, during September 25–27, 2025.

This book is designed for students, researchers, engineers, and technologists seeking a comprehensive understanding of Internet of Things (IoT)—its evolution, architecture, key technologies, and real-world applications.

This book is designed for students, researchers, engineers, and technologists seeking a comprehensive understanding of Internet of Things (IoT)—its evolution, architecture, key technologies, and real-world applications.

This book offers a bold vision for the future of artificial intelligence, showing how the next wave of innovation will blend the power of large language models with the rigor of logical reasoning and human-like understanding.

This book offers a bold vision for the future of artificial intelligence, showing how the next wave of innovation will blend the power of large language models with the rigor of logical reasoning and human-like understanding.

This textbook offers a comprehensive introduction to deep learning and neural networks, integrating core foundations with the latest advances.

This textbook offers a comprehensive introduction to deep learning and neural networks, integrating core foundations with the latest advances.

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

This three-volume set delves into the intersection of cutting-edge technology and environmental science to address pressing challenges in the water sector and develop digitalization solutions that can have practical implementation in decision-making and management of wastewater treatment.

GIS technology and applications have advanced as fast as computing technology to enhance business analytics, predictive modeling, virtual reality, and artificial intelligence.

This book comprehensively covers an extensive array of topics within the realm of computational intelligence.

This book explores and highlights the latest techniques and applications of artificial intelligence (AI) and fuzzy logic in the development of intelligent transportation systems (ITS).

This three-volume set delves into the intersection of cutting-edge technology and environmental science to address pressing challenges in the water sector and develop digitalization solutions that can have practical implementation in decision-making and management of wastewater treatment.

Artificial intelligence (AI) and machine learning (ML) are rapidly growing fields, drawing great interest among students.

Data and security breaches can cost organizations millions and result in bad publicity and lost income, with humans often being regarded as the "e;weakest link"e; in cybersecurity incidents.

This book offers a comprehensive and application-oriented exploration of Artificial Intelligence (AI) and Natural Language Processing (NLP), addressing both foundational principles and modern, data-driven methodologies.

GIS technology and applications have advanced as fast as computing technology to enhance business analytics, predictive modeling, virtual reality, and artificial intelligence.

This book comprehensively covers an extensive array of topics within the realm of computational intelligence.

This book provides a thorough exploration of the latest innovations in AI for general time series analysis, distribution shift and foundation models.

The breadth of problems that can be solved with data science is astonishing, and this book provides the required tools and skills for a broad audience.

Bringing together a comprehensive and diverse collection of research, theory, and thought, this volume builds a foundation for the new field of Augmented Cognition research and development.

Since the beginning of the Internet age and the increased use of ubiquitous computing devices, the large volume and continuous flow of distributed data have imposed new constraints on the design of learning algorithms.

Support Vector Machines: Optimization Based Theory, Algorithms, and Extensions presents an accessible treatment of the two main components of support vector machines (SVMs)-classification problems and regression problems.

Computer vision has made enormous progress in recent years, and its applications are multifaceted and growing quickly, while many challenges still remain.

Learn How to Design and Implement HAR Systems The pervasiveness and range of capabilities of today's mobile devices have enabled a wide spectrum of mobile applications that are transforming our daily lives, from smartphones equipped with GPS to integrated mobile sensors that acquire physiological data.

In the ever-accelerating tapestry of our digital age, the symbiotic relationship between computational intelligence and cyber security has become the linchpin of progress.