This book provides a basis for the design and analysis of welded components that are subjected to fluctuating forces, to avoid failure by fatigue. It is also a valuable resource for those on boards or commissions who are establishing fatigue design codes. For maximum benefit, readers should already have a working knowledge of the basics of fatigue and fracture mechanics. The purpose of designin…
This second edition of a well-received text, with 20 new chapters, presents a coherent and unified repository of recommender systems’ major concepts, theories, methodologies, trends, and challenges. A variety of real-world applications and detailed case studies are included. In addition to wholesale revision of the existing chapters, this edition includes new topics including: decision making…
In every sphere of life, division and intolerance have polarized communities and entire nations. The learned construction of the Other—an evil “enemy” against whom both physical and discursive violence is deemed acceptable—has fractured humanity, creating divisions that seemingly defy reconciliation. How do we restore the bonds of connection among human beings? How do we shift from pola…
In her empirical study, Christina Krause investigates how gestures can contribute to epistemic processes in social interactions. She expands the traditional speech-based approach to analyzing social processes of constructing mathematical knowledge by employing a multimodal perspective. Adopting a semiotic approach, she takes into account two functions of gestures as signs used by the participan…
Allergy is an increasing health issue. It often targets the respiratory tract and entwines with respiratory ailments, which makes it difficult to discern the cause-effect linkage. Nonetheless, measures to counter the allergic background are a linchpin in preserving respiratory health. This book is an update on current advances in clinical and basic science on allergy and related topics. The dia…
The book introduces the bioinformatics resources and tools available for the study of allergenicity. Allergy symptoms affect more than 25% of the population in industrialized countries. At the same time, biotechnology is a rapidly developing field, which often involves the introduction of potentially allergenic novel proteins into drugs or foods. It is essential to avoid transferring a gene tha…
This second edition focuses on audio, image and video data, the three main types of input that machines deal with when interacting with the real world. A set of appendices provides the reader with self-contained introductions to the mathematical background necessary to read the book. Divided into three main parts, From Perception to Computation introduces methodologies aimed at representing th…
Respiratory allergy is constantly encountered and is sharply on the rise, particularly in the two most vulnerable age-groups: young children and seniors. Allergy results in airway hyperactivity and increased airway resistance, with all inflammatory sequelae being ensued. The chapters show how respiratory allergy research is interconnected with other disciplines by discussing neurotransmitter, m…
The overwhelming data produced everyday and the increasing performance and cost requirements of applications are transversal to a wide range of activities in society, from science to industry. In particular, the magnitude and complexity of the tasks that Machine Learning (ML) algorithms have to solve are driving the need to devise adaptive many-core machines that scale well with the volume of d…
The three volume set LNAI 9284, 9285, and 9286 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2015, held in Porto, Portugal, in September 2015. The 131 papers presented in these proceedings were carefully reviewed and selected from a total of 483 submissions. These include 89 research papers, 11 industrial p…