Learning Systems – Bücher, LPs, CDs und mehr

Jan Kalenda

Formation of Adult Learning Systems in Central Europe

This book explores the formation and development of the cross-national patterns of adult learning systems between 1989 and 2019 in four Central European countries: the Czech Republic, Slovakia, Hungary an…

Valerii Babushkin, Arseny Kravchenko

Machine Learning System Design

Get the big picture and the important details with this end-to-end guide for designing highly effective, reliable machine learning systems. From information gathering to release and maintenance, Machine …

Ali Safa, Francky Catthoor, Georges Gielen, Lars Keuninckx

Neuromorphic Solutions for Sensor Fusion and Continual Learning Systems

This book provides novel theoretical foundations and experimental demonstrations of Spiking Neural Networks (SNNs) in tasks such as radar gesture recognition for IoT devices and autonomous drone navigatio…

Leora I. Horwitz, Thomas Foley

Learning Health Systems

Despite enormous efforts at healthcare improvement, major challenges remain in achieving optimal outcomes, safety, cost, and value. This Element introduces the concept of learning health systems, which ha…

Samuel Ackerman, Guy Barash, Onn Shehory, Orna Raz

Theory and Practice of Quality Assurance for Machine Learning Systems

This book is a self-contained introduction to engineering and testing machine learning (ML) systems. It systematically discusses and teaches the art of crafting and developing software systems that includ…

Zhe Wang, Chao Pu, Felice Wang

Deep Learning Recommender Systems

Recommender systems are ubiquitous in modern life and are one of the main monetization channels for Internet technology giants. This book helps graduate students, researchers and practitioners to get to g…

Robert Crowe, Hannes Hapke, Emily Caveness, Di Zhu

Machine Learning Production Systems

Using machine learning for products, services, and critical business processes is quite different from using ML in an academic or research setting--especially for recent ML graduates and those moving from…

Bing Liu, Sahisnu Mazumder

Lifelong and Continual Learning Dialogue Systems

This book introduces the new paradigm of lifelong and continual learning dialogue systems to endow dialogue systems with the ability to learn continually by themselves through their own self-initiated int…

Kris Bowers

The Wild Robot (O.S.T) (Colored Vinyl)

Machine Learning Methods in Systems

This book requires an in-depth exploration of machine learning and its integration into system engineering. This book presents contemporary research methodologies, with a strong focus on the innovative ap…

Tariq M Arif

Deep Learning on Embedded Systems

Comprehensive, accessible introduction to deep learning for engineering tasks through Python programming, low-cost hardware, and freely available software Deep Learning On Embedded Systems is a comprehens…

Calin Belta, Max Cohen

Adaptive and Learning-Based Control of Safety-Critical Systems

This book stems from the growing use of learning-based techniques, such as reinforcement learning and adaptive control, in the control of autonomous and safety-critical systems. Safety is critical to many…

Yan Du, Fangxing Li

Deep Learning for Power System Applications

This book provides readers with an in-depth review of deep learning-based techniques and discusses how they can benefit power system applications. Representative case studies of deep learning techniques i…

Machine Learning for Cyber-Physical Systems

This open access proceedings presents new approaches to Machine Learning for Cyber-Physical Systems, experiences and visions. It contains some selected papers from the international Conference ML4CPS Ma…

Applications of Deep Machine Learning in Future Energy Systems

Applications of Deep Machine Learning in Future Energy Systems pushes the limits of current Artificial Intelligence techniques to present deep machine learning suitable for the complexity of sustainable e…

Rezvan Mohamadrezaei, Reza Ravanmehr

Session-Based Recommender Systems Using Deep Learning

This book focuses on the widespread use of deep neural networks and their various techniques in session-based recommender systems (SBRS). It presents the success of using deep learning techniques in many …

Narayan

The Future of Control Systems: Embracing Uncertainty with Online Learning

"The Future of Control Systems: Embracing Uncertainty with Online Learning" emphasizes a forward-thinking approach. It suggests that traditional control systems struggle with unpredictable environments, a…

Machine Learning and Optimization Techniques for Automotive Cyber-Physical Systems

This book provides comprehensive coverage of various solutions that address issues related to real-time performance, security, and robustness in emerging automotive platforms. The authors discuss recent a…

Marian Verhelst, Vikram Jain

Towards Heterogeneous Multi-core Systems-on-Chip for Edge Machine Learning

This book explores and motivates the need for building homogeneous and heterogeneous multi-core systems for machine learning to enable flexibility and energy-efficiency. Coverage focuses on a key aspect o…