In recent years, deep learning has shown great potential in transforming various fields, including healthcare. With the abundance of healthcare data being generated every day, there is a pressing need to develop efficient algorithms that can process...Loe edasi...
Integrating AI Techniques into the Design and Development of Smart Cyber-Physical Systems: Defense, Biomedical, Infrastructure, and Transportation offers an introductory exploration of the fundamental theories and concepts of Artificial Int...Loe edasi...
Video Based Machine Learning for Traffic Intersections describes the development of computer vision and machine learning-based applications for Intelligent Transportation Systems (ITS) and the challenges encountered during their deployment....Loe edasi...
Machine Learning Tools for Chemical Engineering: Methodologies and Applications explores the integration of Machine Learning (ML) techniques within the chemical engineering domain. This book highlights the precision, speed, and flexibility...Loe edasi...
Federated Learning for Medical Imaging: Principles, Algorithms, and Applications gives a deep understanding of the technology of federated learning (FL), the architecture of a federated system, and the algorithms for FL. It shows how FL allows mul...Loe edasi...
This book aims to provide readers with a comprehensive guide to the fundamentals of big data analytics and its applications in various industries and smart societies. What sets this book apart is its in-depth coverage of different aspects of big d...Loe edasi...
Discusses various applications of ML in engineering fields and the use of ML algorithms in solving challenging engineering problems ranging from biomedical to manufacturing and industrial. Through numerous case studies, it will assist researchers and...Loe edasi...
Sari: Advances in Science, Technology & Innovation
(Ilmumisaeg: 01-May-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031809606)
This book aims to explore the latest developments, challenges, and opportunities in the application of machine learning techniques to enhance the performance and efficiency of IoT networks assisted by aerial unmanned vehicles (UAVs), commonly know...Loe edasi...
Sari: AAP Advances in Artificial Intelligence and Robotics
(Ilmumisaeg: 14-Apr-2025, Hardback, Kirjastus: Apple Academic Press Inc., ISBN-13: 9781774917237)
Artificial intelligence and machine learning are integral parts of every business today, in areas ranging from finance, strategic decision-making , HR operations, and sales and marketing to manufacturing and more. However, there is a general percept...Loe edasi...
Kwangkyu Alex Yoo, Omar Bacarreza Nogales, M H Ferri Aliabadi
Sari: Computational and Experimental Methods in Structures
(Ilmumisaeg: 11-Apr-2025, Hardback, Kirjastus: World Scientific Europe Ltd, ISBN-13: 9781800616844)
This book introduces an innovative approach to multi-fidelity probabilistic optimisation for aircraft composite structures, addressing the challenge of balancing reliability with computational cost. Probabilistic optimisation pursues statistically r...Loe edasi...
(Ilmumisaeg: 10-Apr-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031830969)
This open access book presents the concept of Informed Machine Learning and demonstrates its practical use with a compelling collection of applications of this paradigm in industrial and business use cases. These range from health care over manufa...Loe edasi...
(Ilmumisaeg: 08-Apr-2025, Hardback, Kirjastus: MIT Press, ISBN-13: 9780262049726)
This book covers how to build software products with machine-learning components and provides a holistic view of ML systems built to achieve safety, security, usability, fairness in the real world-- A practical and innovative textbook de...Loe edasi...
(Ilmumisaeg: 27-Mar-2025, Hardback, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9781394155378)
Single volume reference on using various aspects of data science to evaluate, understand, and solve business problems A reference book for anyone in the field of data science, Applied Machine Learning for Data Science Practitioners...Loe edasi...
This book equips readers with the knowledge to data analytics, machine learning and deep learning techniques for applications defined under the umbrella of Industry 4.0. Machine learning (ML) and deep learning (DL) algorithms are i...Loe edasi...
This book provides an illustration of the various methods and structures that are utilized in machine learning to make use of data that is generated by IoT devices. Numerous industries utilize machine learning, specifically Machine learning-as-a-S...Loe edasi...
This textbook educates current and future materials workers, engineers, and researchers on Materials Informatics. Volume I serves as an introduction, merging AI, ML, materials science, and engineering. It covers essential topics and algorithms in...Loe edasi...
The objectives of Advancing Wildlife Conservation through Machine Learning and Artificial Intelligence are multifaceted. First and foremost, the book aims to provide readers with a comprehensive understanding of the transformative technologies of...Loe edasi...
By unraveling complexities and providing practical insights, this book empowers practitioners, students, and enthusiasts to understand and contribute to advancing these fields. The book covers many topics, from evolutionary algorithms to ethical AI...Loe edasi...
By unraveling complexities and providing practical insights, this book empowers practitioners, students, and enthusiasts to understand and contribute to advancing these fields. The book covers many topics, from evolutionary algorithms to ethical AI...Loe edasi...
In todays rapidly evolving world, businesses are confronted with the complex task of streamlining their operations, utilizing machine learning to their advantage, and maneuvering through the intricacies of artificial intelligence. It has become inc...Loe edasi...
This comprehensive guide seamlessly bridges the gap between theoretical concepts and practical implementations, providing you with the knowledge and tools to revolutionize industries and drive innovation. Unlock the transformative p...Loe edasi...
