Development of a modular Knowledge-Discovery Framework based on Machine Learning for the interdisciplinary analysis of complex phenomena in the context of GDI combustion processes PDF Download
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Author: Botticelli, Massimiliano
Publisher: KIT Scientific Publishing
ISBN: 3731512955
Category :
Languages : en
Pages : 210
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Book Description
In this work, a novel knowledge discovery framework able to analyze data produced in the Gasoline Direct Injection (GDI) context through machine learning is presented and validated. This approach is able to explore and exploit the investigated design spaces based on a limited number of observations, discovering and visualizing connections and correlations in complex phenomena. The extracted knowledge is then validated with domain expertise, revealing potential and limitations of this method.
Author: Botticelli, Massimiliano
Publisher: KIT Scientific Publishing
ISBN: 3731512955
Category :
Languages : en
Pages : 210
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Book Description
In this work, a novel knowledge discovery framework able to analyze data produced in the Gasoline Direct Injection (GDI) context through machine learning is presented and validated. This approach is able to explore and exploit the investigated design spaces based on a limited number of observations, discovering and visualizing connections and correlations in complex phenomena. The extracted knowledge is then validated with domain expertise, revealing potential and limitations of this method.
Author: Pascal Le Masson
Publisher: Springer
ISBN: 3319502778
Category : Technology & Engineering
Languages : en
Pages : 390
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Book Description
This textbook presents the core of recent advances in design theory and its implications for design methods and design organization. Providing a unified perspective on different design methods and approaches, from the most classic (systematic design) to the most advanced (C-K theory), it offers a unique and integrated presentation of traditional and contemporary theories in the field. Examining the principles of each theory, this guide utilizes numerous real life industrial applications, with clear links to engineering design, industrial design, management, economics, psychology and creativity. Containing a section of exams with detailed answers, it is useful for courses in design theory, engineering design and advanced innovation management. "Students and professors, practitioners and researchers in diverse disciplines, interested in design, will find in this book a rich and vital source for studying fundamental design methods and tools as well as the most advanced design theories that work in practice". Professor Yoram Reich, Tel Aviv University, Editor-in-Chief, Research In Engineering Design. "Twenty years of research in design theory and engineering have shown that training in creative design is indeed possible and offers remarkably operational methods - this book is indispensable for all leaders and practitioners who wish to strengthen theinnovation capacity of their company." Pascal Daloz, Executive Vice President, Dassault Systèmes
Author: Tom McMaster
Publisher: Springer Science & Business Media
ISBN: 038772804X
Category : Computers
Languages : en
Pages : 525
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Book Description
This volume presents papers from the 10th Working Conference of the IFIP WG 8.6 on the adoption and diffusion of information systems and technologies. It explores the dynamics of how some technological innovation efforts succeed while others fail. The book looks to expand the research agenda, paying special attention to the areas of theoretical perspectives, methodologies, and organizational sectors.
Author: Reza Shadmehr
Publisher: MIT Press
ISBN: 0262358700
Category : Science
Languages : en
Pages : 369
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Book Description
An examination of the link between the vigor with which we move and the value that the brain assigns to the goal of the movement. Why do we reflexively run toward people we love, but only walk toward others? In Vigor, Reza Shadmehr and Alaa Ahmed examine the link between how the brain assigns value to things and how it controls our movements. They find that brain regions thought to be principally involved in decision making also affect movement vigor--and that brain regions thought to be principally responsible for movement also bias patterns of decision making.
Author: J. Thompson Klein
Publisher: Birkhäuser
ISBN: 3034884192
Category : Political Science
Languages : en
Pages : 333
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Book Description
What kind of science do we need today and tomorrow? In a game that knows no boundaries, a game that contaminates science, democracy and the market economy, how can we distinguish true needs from simple of fashion? How can we distinguish between necessity and fancy? whims How can we differentiate conviction from opinion? What is the meaning of this all? Where is the civilizing project? Where is the universal outlook of the minds that might be capable of counteracting the global reach of the market? Where is the common ground that links each of us to the other? We need the kind of science that can live up to this need for univer sality, the kind of science that can answer these questions. We need a new kind of knowledge, a new awareness that can bring about the creative destruction of certainties. Old ideas, dogmas, and out-dated paradigms must be destroyed in order to build new knowledge of a type that is more socially robust, more scientifically reliable, stable and above all better able to express our needs, values and dreams. What is more, this new kind of knowledge, which will be challenged in turn by ideas yet to come, will prove its true worth by demonstrating its capacity to dialogue with these ideas and grow with them.
Author: John Dent
Publisher: Elsevier Health Sciences
ISBN: 0702068934
Category : Medical
Languages : en
Pages : 426
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Book Description
The Fifth Edition of the highly praised Practical Guide for Medical Teachers provides a bridge between the theoretical aspects of medical education and the delivery of enthusiastic and effective teaching in basic science and clinical medicine. Healthcare professionals are committed teachers and this book is an essential guide to help them maximise their performance. - This highly regarded book recognises the importance of educational skills in the delivery of quality teaching in medicine. - The contents offer valuable insights into all important aspects of medical education today. - A leading educationalist from the USA joins the book's editorial team. - The continual emergence of new topics is recognised in this new edition with nine new chapters: The role of patients as teachers and assessors; Medical humanities; Decision-making; Alternative medicine; Global awareness; Education at a time of ubiquitous information; Programmative assessment; Student engagement; and Social accountability. - An enlarged group of authors from more than 15 countries provides both an international perspective and a multi-professional approach to topics of interest to all healthcare teachers.
Author: Nancy J. Hafkin
Publisher:
ISBN:
Category : Digital divide
Languages : en
Pages : 138
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Book Description
Author: Frederick Leong
Publisher: Routledge
ISBN: 113568426X
Category : Psychology
Languages : en
Pages : 560
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Book Description
This volume, prepared in honor of Samuel H. Osipow, a prominent teacher, researcher, author, and pioneer in vocational psychology, deals with significant theoretical and practical issues in the field of vocational psychology. As a state-of-the-art review of contemporary models of vocational psychology, this book will provide current and up-to-date coverage of the topics. It will also contain in-depth reviews of models of vocational psychology by leading scholars, including career decision making models, career self-efficacy, occupational stress, cross-cultural assessment of interests, and career counseling services within university systems. A major theme that runs throughout all chapters is the concept of change. This unifying theme is fitting since the authors have prepared their chapters in honor of Osipow, who has significantly changed the field over the last four decades. This volume should serve as a valuable resource for vocational psychology researchers, counseling graduate students, and career counselors. In addition to being a professional text, it should also be a useful supplement text for career development and career counseling courses in graduate programs of counseling, counseling psychology, and industrial/organizational psychology.
Author: Sadhan Kumar Ghosh
Publisher: Springer
ISBN: 9811370710
Category : Science
Languages : en
Pages : 727
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Book Description
The book presents high-quality research papers from the Seventh International Conference on Solid Waste Management (IconSWM 2017), held at Professor Jayashankar Telangana State Agricultural University, Hyderabad on December 15–17, 2017. The conference, an official side event of the high-level Intergovernmental Eighth Regional 3R Forum in Asia and the Pacific, aimed to generate scientific inputs into the policy consultation of the Forum co-organized by the UNCRD/UNDESA, MoEFCC India, MOUD India and MOEJ, Japan. Presenting research on solid waste management from more than 30 countries, the book is divided into three volumes and addresses various issues related to innovation and implementation in sustainable waste management, segregation, collection, transportation of waste, treatment technology, policy and strategies, energy recovery, life cycle analysis, climate change, research and business opportunities.
Author: Society of Automotive Engineers (SAE-China)
Publisher: Springer
ISBN: 9811085064
Category : Technology & Engineering
Languages : en
Pages : 1158
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Book Description
This Proceedings volume gathers outstanding papers submitted to the 19th Asia Pacific Automotive Engineering Conference & 2017 SAE-China Congress, the majority of which are from China – the largest car-maker as well as most dynamic car market in the world. The book covers a wide range of automotive topics, presenting the latest technical advances and approaches to help technicians solve the practical problems that most affect their daily work.
