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Federated AI for Real-World Business Scenarios
Real-world AI applications frequently have training data distributed in many different locations, with data at different sites having different properties and different formats. In many cases, data movement is not permitted due to security concerns, bandwidth, cost or regulatory restriction. Under these conditions, techniques of federated learning can enable creation of practical applications. Creating practical applications requires implementation of the cycle of learning from data, inferring from data, and acting based on the inference.
Feasibility studies : An architect's guide
Details the benefits of a feasibility study. Once you’ve secured the commission, how do you ensure you’re following current best practice? Aimed at architects, it identifies the pitfalls involved in undertaking a feasibility study and explains how to set boundaries, organise the process and manage clients’ aspirations. By featuring recent live projects, alongside advice from successful architectural practices, it illustrates how a feasibility study can help achieve positive outcomes and avoid the dangers of a poorly defined brief and service proposal. Presenting the client’s, as well as the architect’s, perspective, this publication highlights why a feasibility study is a sensible way of establishing viability prior to committing to a full-service commission. It underlines the significance of ‘adding value’ as an architect.
Feasibility and Infeasibility in Optimization : Algorithms and Computational Methods
Feasibility and Infeasibility in Optimization is a timely expository book that summarizes the state of the art in both classical and recent algorithms related to feasibility and infeasibility in optimization, with a focus on practical methods. All model forms are covered, including linear, nonlinear, and mixed-integer programs. Connections to related work in constraint programming are shown. Part I of the book addresses algorithms for seeking feasibility quickly, including new methods for the difficult cases of nonlinear and mixed-integer programs. Part II provides algorithms for analyzing infeasibility by isolating minimal infeasible (or maximum feasible) subsets of constraints, or by finding the best repair for the infeasibility. Infeasibility analysis algorithms have arisen primarily over the last two decades, and the book covers these in depth and detail. Part III describes applications in numerous areas outside of direct infeasibility analysis such as finding decision trees for data classification, analyzing protein folding, radiation treatment planning, automated test assembly, etc.
Fearless leadership : Managing fear, leading with courage and strengthening authenticity
All management starts with self-management - handle fear and become an authentic leader. Often, the problem with management is not theoretical, but practical. Managers know enough about leadership, but a lot of them do not act accordingly.
Fault-Diagnosis Systems : An Introduction from Fault Detection to Fault Tolerance
This book gives an introduction into the field of fault detection, fault diagnosis and fault-tolerant systems with methods which have proven their performance in practical applications. It guides the reader in a structured tutorial style: supervision methods, reliability, safety, system integrity and related terminology; fault detection with signal-based methods for periodic and stochastic signals; fault detection with process model-based methods like parameter estimation, state estimation, parity equations and principal component analysis; fault diagnosis with classification and inference methods; fault-tolerant systems with hardware and analytical redundancy; many practical simulation examples and experimental results for processes like electrical motors, pumps, actuators, sensors and automotive components; end-of-chapter exercises for self testing or for practice.
Fault Diagnosis of Analog Integrated Circuits
Fault Diagnosis of Analog Integrated Circuits is a textbook for advanced undergraduate and graduate level students as well as practicing engineers. The objective of this book is to study the testing and fault diagnosis of analog and analog part of mixed signal circuits. A background in analog integrated circuit, artificial neural network is desirable but not essential.
FASTtrack : Pharmaceutics - dosage form and design
Discusses an array of major dosage forms that are commonly encountered by pharmacists in professional practice. Essential information concerning the formulation of these dosage forms is delivered in a format that will aid your understanding and remove the complexities of the various topics.
Fashionable Technology
The interplay of electronic textiles and wearable technology, wearables for short, and fashion, design and science is a highly promising and topical subject. Offered here is a compact survey of the theory involved and an explanation of the role technology plays in a fabric or article of clothing. The practical application is explained in detail and numerous illustrations serve as clarification. Over 50 well-known designers, research institutes, companies and artists, among them Philips, Burton, MIT Media Lab, XS Labs, New York University, Hussein Chalayan, Cute Circuit or International Fashion Machines are introduced by means of their latest, often still unpublished, project, and a survey of their work to date. Given for the first time is a list of all the relevant information on research institutes, materials, publications etc. A must for all those wishing to know everything about fashionable technology.
Fashion aesthetics and ethics : Past and present
Covering a wide range of subjects such as fashion's highly problematic production and consumption practices, the possibility of producing and consuming fashion ethically, fashion's intimate connection with nature and technology, Fashion Aesthetics and Ethics highlights the powerful aesthetical presence of fashion in relation to its ethical premises and often problematic outcomes.
Fallibility at Work : Rethinking Excellence and Error in Organizations
This book addresses how organizations can deal with human fallibility in order to create space for excellence at work. Some mistakes in work settings put lives at risk, while others create openings for innovative breakthroughs. In order to deal constructively with fallibility, an organization needs a communication climate where it is normal to voice opinions, admit mistakes, and ask for help in critical situations. The book builds on interviews with practitioners in healthcare, aviation, IT, public governance, and industry. It connects narratives from these fields with theories from organizational psychology and philosophy, as well as from positive organizational scholarship. In the final chapter, an overall ethics of fallibility at work is outlined. Fallibility at Work contributes to research in multiple academic disciplines, but also reaches out to practitioners who are interested in the connections between error and excellence in organizations.
Failures in concrete structures : Case studies in reinforced and prestressed concrete
This selection of the author’s firsthand experience with incidents with RC and prestressed structures helps readers avoid the same errors—mistakes discovered at the design stage, or that led to failures or partial structure collapse. It focuses on misunderstanding of structures or codes of practice and specifics during construction.
Failure case studies steel structures
Supplies a summary of the published findings from eight steel structure failure investigations and a valuable collection of references that can be used by civil engineering students and practicing engineers to improve their failure literacy. Engineering professors and students can use these case studies as the basis for class discussions, a starting point for further research, and a reminder that learning from past failures can avoid similar failures in the future and lead to improved engineering practices.
Facing the Complexities of Womens Sexual Desire
Whether they involve excess, a decrease, or complete absence, problems of sexual desire drive women to consult sex therapists, couples counselors, and other practitioners (to say nothing of self-help books and talk-show hosts). Facing the Complexities of Women’s Sexual Desire, by veteran sex therapist Vera Sonja Maass, is one of the few books to address these intimate phenomena in practical clinical detail.
Facilitating Desistance from Aggression and Crime : Theory, Research, and Strength-Based Practices
In Facilitating Desistance from Aggression and Crime: Theory, Research, & Strength-Based Practices, Drs. Calvin Langton and James Worling have gathered together internationally renowned authorities in the fields of psychology, psychiatry, criminology, social work, and law, to critically examine desistance as a construct, process, and outcome as well as the place of strengths work in correctional and forensic mental health settings.
Facebook API Developers Guide
The Facebook API allows web developers to create Facebook applications and access Facebook data from other applications. Facebook API Developers Guide covers the use and implementation of the Facebook API—what the key features are and how you can access them. You will learn, through practical examples, the main features of the Facebook API including an introduction to the API–specific languages FQL and FBML. These examples are further supported by the introduction of other technologies like language libraries, relational database management systems, and XML. Covers all key features of the Facebook API Explains the API languages FQL and FBML Teaches by example, with useful code and tips you can use in your own applications
Facade Construction Manual : Construction Manuals ; 2nd ed.
In recent years, facades have become more important in architectural practice and in public perception. As well as functioning as a protective shell and visible 'face' and supplying heat and electricity, a building's exterior interacts directly with the surrounding public space. This revised and expanded new edition of the Facade Construction Manual offers readers technical and design planning fundamentals in a compact reference work.
Eye Tracking Methodology : Theory and Practice
Despite the availability of cheap, fast, accurate and usable eye trackers, there is still little information available on how to develop, implement and use these systems. This second edition of Andrew Duchowski’s successful guide to these systems contains significant additional material on the topic and fills this gap in the market with this accessible and comprehensive introduction. Opening with useful background information, including an introduction to the human visual system and key issues in visual perception and eye movement, the second part surveys eye-tracking devices and provides a detailed introduction to the technical requirements necessary for installing a system and developing an application program. The book focuses on video-based, corneal-reflection eye trackers – the most widely available and affordable type of system, before closing with a look at a number of interesting and challenging applications in human factors, collaborative systems, virtual reality, marketing and advertising.
Extremes in Nature : An Approach Using Copulas
The study of the statistics of extreme events is an essential first step in the mitigation of natural catastrophies, that often cause severe economic losses worldwide. This book is about the theoretical and practical aspects of the statistics of Extreme Events in Nature. Most importantly, this is the first text in which Copulas are introduced and used in Geophysics. Several topics are fully original, and show how standard models and calculations can be improved by exploiting the opportunities offered by Copulas. In addition, new quantities useful for design and risk assessment are introduced. Practicioners in all research areas of Geosciences and extreme events (including Finance and Insurance, closely related to natural disasters) will definitely benefit from the new Copula-approach outlined in the book.
Extreme Programming and Agile Processes in Software Engineering ; Vol.4044 ; 7th International Conference, XP 2006, Oulu, Finland, June 17-22, 2006, Proceedings
In its first editions, this conference was a get-together of a few pioneers who - bated about how to make agile processes and methods accepted by the mainstream researchers and practitioners in software engineering. Now agile approach to software development has been fully accepted by the software engineering community and this event has become the major forum for understanding better the implications of agility in software development and proposing extensions to the mainstream approaches. These two aspects were fully reflected in this year’s conference. They were - flected in the keynote speeches, which covered the background work done starting as early as the early eighties by Barry Boehm, definition of the field by Kent Beck, a successful industrial application in a success story by Sean Hanly, the perspective and the future of agile methods in large corporations by Jack Järkvik, and even some - sightful views from a philosopher, Pekka Himanen.
Extreme Programming and Agile Processes in Software Engineering ; Vol.3556 ; 6th International Conference, XP 2005, Sheffield, UK, June 18-23, 2005, Proceedings
Extreme Programming has come a long way since its ?rst use in the C3 project almost 10 years ago. Agile methods have found their way into the mainstream, and at the end of last year we saw the second edition of Kent Beck’s book on Extreme Programming, containing a major refactoring of XP. This year, the 6th International Conference on Extreme Programming and Agile Processes in Software Engineering took place June 18–23 in She?eld. As in the yearsbefore, XP 2005provideda unique forum for industry and academic professionals to discuss their needs and ideas on Extreme Programming and - ile methodologies. These proceedings re?ect the activities during the conference which ranged from presentation of research papers, invited talks, posters and demonstrations, panels and activity sessions, to tutorials and workshops. - cluded are also papers from the Ph.D. and Master’s Symposium which provided a forum for young researchers to present their results and to get feedback. Asvariedastheactivities werethe topicsofthe conferencewhichcoveredthe presentationofnewandimprovedpractices,empiricalstudies,experiencereports and case studies, and last but not least the social aspects of agile methods. The papers and the activities went through a rigorous reviewing process. Each paper was reviewed by at least three Program Committee members and wasdiscussedcarefullyamongtheProgramCommittee.Of62paperssubmitted, only 22 were accepted as full papers.
