Download or read book Un explainable Technology written by Hendrik Kempt and published by Springer Nature. This book was released on with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Explainable AI Interpreting Explaining and Visualizing Deep Learning written by Wojciech Samek and published by Springer Nature. This book was released on 2019-09-10 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: The development of “intelligent” systems that can take decisions and perform autonomously might lead to faster and more consistent decisions. A limiting factor for a broader adoption of AI technology is the inherent risks that come with giving up human control and oversight to “intelligent” machines. For sensitive tasks involving critical infrastructures and affecting human well-being or health, it is crucial to limit the possibility of improper, non-robust and unsafe decisions and actions. Before deploying an AI system, we see a strong need to validate its behavior, and thus establish guarantees that it will continue to perform as expected when deployed in a real-world environment. In pursuit of that objective, ways for humans to verify the agreement between the AI decision structure and their own ground-truth knowledge have been explored. Explainable AI (XAI) has developed as a subfield of AI, focused on exposing complex AI models to humans in a systematic and interpretable manner. The 22 chapters included in this book provide a timely snapshot of algorithms, theory, and applications of interpretable and explainable AI and AI techniques that have been proposed recently reflecting the current discourse in this field and providing directions of future development. The book is organized in six parts: towards AI transparency; methods for interpreting AI systems; explaining the decisions of AI systems; evaluating interpretability and explanations; applications of explainable AI; and software for explainable AI.
Download or read book Interpretable Machine Learning written by Christoph Molnar and published by Lulu.com. This book was released on 2020 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.
Download or read book AI Ethics written by Mark Coeckelbergh and published by MIT Press. This book was released on 2020-04-07 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: This overview of the ethical issues raised by artificial intelligence moves beyond hype and nightmare scenarios to address concrete questions—offering a compelling, necessary read for our ChatGPT era. Artificial intelligence powers Google’s search engine, enables Facebook to target advertising, and allows Alexa and Siri to do their jobs. AI is also behind self-driving cars, predictive policing, and autonomous weapons that can kill without human intervention. These and other AI applications raise complex ethical issues that are the subject of ongoing debate. This volume in the MIT Press Essential Knowledge series offers an accessible synthesis of these issues. Written by a philosopher of technology, AI Ethics goes beyond the usual hype and nightmare scenarios to address concrete questions. Mark Coeckelbergh describes influential AI narratives, ranging from Frankenstein’s monster to transhumanism and the technological singularity. He surveys relevant philosophical discussions: questions about the fundamental differences between humans and machines and debates over the moral status of AI. He explains the technology of AI, describing different approaches and focusing on machine learning and data science. He offers an overview of important ethical issues, including privacy concerns, responsibility and the delegation of decision making, transparency, and bias as it arises at all stages of data science processes. He also considers the future of work in an AI economy. Finally, he analyzes a range of policy proposals and discusses challenges for policymakers. He argues for ethical practices that embed values in design, translate democratic values into practices and include a vision of the good life and the good society.
Download or read book Human Services Technology written by Simon Slavin and published by CRC Press. This book was released on 1999-06-21 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: Featuring new and updated information on computer technologies, including networking and using the Internet as a necessary tool for professionals, Human Services Technology: Understanding, Designing, and Implementing Computer and Internet Applications in the Social Services will help individual human service professionals and agencies understand, design, implement, and manage computer and Internet applications. Combining several relevant fields, this informative guide provides you with the knowledge to effectively collect, store, manipulate, and communicate information to better serve clients and successfully manage human service agencies. Human Services Technology explains basic technological terms and gives you the history of technology uses before you explore other areas of Information Technology (IT). This essential guide will also improve your ability to find and understand recent research and information on important topics. Human Services Technology will expand your technical know-how and help you better serve clients by offering you proven methods and explanations, such as: describing terms--such as hardware, networking, and telecommunications--with easy-to-understand analogies and examples using IT applications to support social policies, improve service coordination among agencies, efficiently manage agencies in order to save time, support workers’decision making with information, and assist clients solving the problems that internal and external issues cause when determining IT needs, such as working with federal reporting requirements understanding and dealing with the 10 most critical IT issues for management Containing dozens of graphs, tables, and figures, this knowledgeable book will help you with any IT problem you encounter. Symbols by certain subjects in the book indicate that you can find more information and references on that issue through links on the book?s accompanying Web site. Human Services Technology will enable you to thoroughly understand and use IT to help you offer improved services to clients and manage agencies with increased efficiency and effectiveness.
Download or read book Model Based Reasoning in Science and Technology written by Lorenzo Magnani and published by Springer. This book was released on 2010-09-24 with total page 664 pages. Available in PDF, EPUB and Kindle. Book excerpt: Systematically presented to enhance the feasibility of fuzzy models, this book introduces the novel concept of a fuzzy network whose nodes are rule bases and their interconnections are interactions between rule bases in the form of outputs fed as inputs.
Download or read book Digital Technologies and Public Procurement written by Albert Sánchez Graells and published by Oxford University Press. This book was released on 2024-04-25 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bringing together insights from political economy, public policy, science, technology and legal scholarship, this book explores the role of public procurement in digital technology regulation.
Download or read book Valuing People and Technology in the Workplace Ethical Implications and Imperatives for Success written by Hughes, Claretha and published by IGI Global. This book was released on 2023-04-03 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technology’s use has exploded, and many employees have been left behind during the COVID-19 pandemic. Organizations are constantly trying to balance people and technology within the workplace. In today’s highly technological, globalized economy, it is essential that practitioners and researchers understand that people and technology do not exist in isolation from each other within the workplace. Valuing People and Technology in the Workplace: Ethical Implications and Imperatives for Success explains how philosophy, ethics, and systems theory influence the five values of people and technology development. The three main areas that are included to explain how philosophy, ethics, and systems theory relate to the five values are the three philosophical perspectives, diversity intelligence, and the workforce inter-personnel diversity talent management system. Covering topics such as ethics, organizational philosophical perspectives, and value creation model, this premier reference source is an essential resource for business leaders, human resource managers, entrepreneurs, technology professionals, students and educators of higher education, researchers, and academicians.
Download or read book Avyakhyaam The Unexplainable written by Ashish Kumar and published by Book Rivers. This book was released on 2020-09-01 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Sometimes eerie, sometimes strange, sometimes terrifying, always Unexplained. Yes, the book contains 61 short stories based on Unexplanable phenomena so called Avyakhyaam means beyond explanation. Stories in the book based on Bhoot, Black magic, Vastu, quantum physics, time, space science, God etc. all stories are fiction and handcrafted to rethink about events, scenarios, places, people about which we human are still not sure or not follow same thinking but somehow make us excited whenever we have to hear, face or observe them."
Download or read book Trends and Innovations in Information Systems and Technologies written by Álvaro Rocha and published by Springer Nature. This book was released on 2020-05-18 with total page 821 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected papers presented at the 2020 World Conference on Information Systems and Technologies (WorldCIST’20), held in Budva, Montenegro, from April 7 to 10, 2020. WorldCIST provides a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences with and challenges regarding various aspects of modern information systems and technologies. The main topics covered are A) Information and Knowledge Management; B) Organizational Models and Information Systems; C) Software and Systems Modeling; D) Software Systems, Architectures, Applications and Tools; E) Multimedia Systems and Applications; F) Computer Networks, Mobility and Pervasive Systems; G) Intelligent and Decision Support Systems; H) Big Data Analytics and Applications; I) Human–Computer Interaction; J) Ethics, Computers & Security; K) Health Informatics; L) Information Technologies in Education; M) Information Technologies in Radiocommunications; and N) Technologies for Biomedical Applications.
Download or read book Technology in American Health Care written by Alan B. Cohen and published by University of Michigan Press. This book was released on 2004 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers health care professionals vital information about risks, benefits, and costs of new medical technologies to help them make informed decisions
Download or read book ADVANCES IN EMERGING COMPUTING TECHNOLOGIES written by Shaliesh S and published by Co-Text Publishers. This book was released on 2023-08-19 with total page 86 pages. Available in PDF, EPUB and Kindle. Book excerpt: PUBLISHED BY CO-TEXT PUBLISHERS IN ASSOCIATION WITH DEPARTMENT OF COMPUTER SCIENCE SACRED HEART COLLEGE (AUTONOMOUS) THEVARA, KOCHI-682013, KERALA, INDIA
Download or read book Technology and Global Change written by Arnulf Grübler and published by Cambridge University Press. This book was released on 2003-10-16 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book to comprehensibly describe how technology has shaped society and the environment over the last 200 years. It will be useful for researchers, as a textbook for graduate students, for people engaged in long-term policy planning in industry and government, for environmental activists, and for the wider public interested in history, technology, or environmental issues.
Download or read book Robot Intelligence Technology and Applications 2 written by Jong-Hwan Kim and published by Springer Science & Business Media. This book was released on 2014-03-21 with total page 944 pages. Available in PDF, EPUB and Kindle. Book excerpt: We are facing a new technological challenge on how to store and retrieve knowledge and manipulate intelligence for autonomous services by intelligent systems which should be capable of carrying out real world tasks autonomously. To address this issue, robot researchers have been developing intelligence technology (InT) for “robots that think” which is in the focus of this book. The book covers all aspects of intelligence from perception at sensor level and reasoning at cognitive level to behavior planning at execution level for each low level segment of the machine. It also presents the technologies for cognitive reasoning, social interaction with humans, behavior generation, ability to cooperate with other robots, ambience awareness and an artificial genome that can be passed on to other robots. These technologies are to materialize cognitive intelligence, social intelligence, behavioral intelligence, collective intelligence, ambient intelligence and genetic intelligence. The book aims at serving researchers and practitioners with a timely dissemination of the recent progress on robot intelligence technology and its applications, based on a collection of papers presented at the at the 2nd International Conference on Robot Intelligence Technology and Applications (RiTA), held in Denver, USA, December 18-20, 2013.
Download or read book Technical Bulletin written by and published by . This book was released on 1906 with total page 880 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Technical Bulletin written by New York State Agricultural Experiment Station and published by . This book was released on 1906 with total page 1444 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Essentials of Nursing Leadership Management written by Sally Weiss and published by F.A. Davis. This book was released on 2023-10-02 with total page 573 pages. Available in PDF, EPUB and Kindle. Book excerpt: Transition from student to professional with confidence. Stepping out of the classroom and into professional nursing practice can be stressful. This handy guide will build your confidence and prepare you to meet the challenges you’ll face as a new staff nurse in today’s dynamic health-care environments. You’ll explore your future responsibilities as a leader and a manager and the workplace issues and trends that you’ll encounter in practice.
