A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms. This book is a general introduction to machine learning that can serve as a textbook for graduate students and a reference for researchers. It covers fundamental modern topics in machine learning while providing the theoretical basis and conceptual tools needed for the discussion and justification of algorithms. It also describes several key aspects of the application of these al...

The first novel in the Great Plains trilogy, this is an ode to the American Midwest and the immigrants who transformed itTo the anger of her brothers, it is Alexandra who is entrusted to manage their family farm in the tough, hostile prairie of Hanover, Nebraska following the death of their father. As the years pass, Alexandra rises heroically to the challenge, finding strength in the savage beauty of the land even as loneliness and personal tragedies crowd in. A rapturous work of understated...

Handbook of Magnetic Materials, Volume 27, covers the expansion of magnetism over the last few decades and its applications in research, notably the magnetism of several classes of novel materials that share the presence of magnetic moments with truly ferromagnetic materials. The book is an ideal reference for scientists active in magnetism research, providing readers with novel trends and achievements in magnetism. Each article contains an extensive description given in graphical, as well as...

Since the publication of the first edition in 2013, the utilization of dry needling in clinical practice has expanded dramatically throughout the world. Indeed, more and more professionals have been using dry needling to effectively reducing acute and chronic pain, as well as improving motor performance, range of motion, and strength. Following the success of the previous edition, the updated Trigger Point Dry Needling: An Evidence and Clinical-Based Approach remains the first authoritative g...

Bioluminescent algae, symbiotic aquariums, self-healing concrete, clavicle wind instruments and structures made from living trees “ biology applied outside the lab has never been so intriguing, or so beautiful. Bio Design examines the thrilling advances in the field, showcasing some seventy projects (concepts, prototypes and completed designs) that cover a range of fields“ from architecture and industrial design to fashion and medicine. The revised and expanded edition features twelve new...

The bestselling guide to interior design, updated with new code and technology Interior Design Illustrated is the definitive guide to design for interior spaces. Richly illustrated in author Francis Ching's signature style, this book introduces complex design concepts in a visually stunning format; from defining the space and using the elements of design, to planning building systems and incorporating sustainable materials, this volume embodies the idea that beauty and function are not separa...

Moran's Principles of Engineering Thermodynamics, SI Version, continues to offer a comprehensive and rigorous treatment of classical thermodynamics, while retaining an engineering perspective. With concise, applications-oriented discussion of topics and self-test problems, this book encourages students to monitor their own learning. This classic text provides a solid foundation for subsequent studies in fields such as fluid mechanics, heat transfer and statistical thermodynamics, and prepares...

A radical shift in perspective to transform your organization to become more innovative The Design Thinking Playbook is an actionable guide to the future of business. By stepping back and questioning the current mindset, the faults of the status quo stand out in stark relief--and this guide gives you the tools and frameworks you need to kick off a digital transformation. Design Thinking is about approaching things differently with a strong user orientation and fast iterations with multidiscip...

For too long, business has focused on short-term cost advantages through low-cost country sourcing with little regard for the longer-term implications of global sustainability. Purchasing and Supply Chain Management, Second Edition, not only fully addresses the environmental, social and economic challenges of how companies manage purchasing and supply chains, but also delves deeper into emerging areas such as modern slavery, digital technologies and circular supply chains. In addition to expl...

In contrast to other disciplines, social psychology has been slow in responding to the questions posed by the issue of ethnicity. The Social Psychology of Ethnic Identity, Second Edition, demonstrates the important and diverse contribution that social psychology can make. Comprehensively updated to include the latest research on dual and multiple identities, mutual links between sense of ethnic identity and social contexts, and the development of ethnic identity in adolescence, this new editi...