Intelig Ncia Artificial E A Decis O Judicial Automatizada
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Machine Learning And Knowledge Discovery In Databases
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Author : Peggy Cellier
language : en
Publisher: Springer Nature
Release Date : 2020-03-27
Machine Learning And Knowledge Discovery In Databases written by Peggy Cellier and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-27 with Computers categories.
This two-volume set constitutes the refereed proceedings of the workshops which complemented the 19th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in Würzburg, Germany, in September 2019. The 70 full papers and 46 short papers presented in the two-volume set were carefully reviewed and selected from 200 submissions. The two volumes (CCIS 1167 and CCIS 1168) present the papers that have been accepted for the following workshops: Workshop on Automating Data Science, ADS 2019; Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence and eXplainable Knowledge Discovery in Data Mining, AIMLAI-XKDD 2019; Workshop on Decentralized Machine Learning at the Edge, DMLE 2019; Workshop on Advances in Managing and Mining Large Evolving Graphs, LEG 2019; Workshop on Data and Machine Learning Advances with Multiple Views; Workshop on New Trends in Representation Learning with Knowledge Graphs; Workshop on Data Science for Social Good, SoGood 2019; Workshop on Knowledge Discovery and User Modelling for Smart Cities, UMCIT 2019; Workshop on Data Integration and Applications Workshop, DINA 2019; Workshop on Machine Learning for Cybersecurity, MLCS 2019; Workshop on Sports Analytics: Machine Learning and Data Mining for Sports Analytics, MLSA 2019; Workshop on Categorising Different Types of Online Harassment Languages in Social Media; Workshop on IoT Stream for Data Driven Predictive Maintenance, IoTStream 2019; Workshop on Machine Learning and Music, MML 2019; Workshop on Large-Scale Biomedical Semantic Indexing and Question Answering, BioASQ 2019.
Operations Management
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Author : David A. Collier
language : en
Publisher: Thomson
Release Date : 2007
Operations Management written by David A. Collier and has been published by Thomson this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Business logistics categories.
This exciting new textbook provides exceptional coverage of the essential topics taught in a modern operations management course. Its highly current coverage includes contemporary and relevant service theory and applications. Appropriate manufacturing applications and theory are included where relevant. The book's modern/strategic approach addresses OM from a cross-functional perspective, which views operations as linked to all other functional areas of an organization, such as marketing and finance. The strategic approach takes into consideration the integration of technology and how it changes the way a firm operates. Recognition of this current trend is the main differentiating factor for this Collier/Evans text. The book provides equal coverage of manufacturing and services theory and applications, while placing an emphasis on the integration of the value chain.
Explainable Ai Interpreting Explaining And Visualizing Deep Learning
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Author : Wojciech Samek
language : en
Publisher: Springer Nature
Release Date : 2019-09-10
Explainable Ai Interpreting Explaining And Visualizing Deep Learning written by Wojciech Samek and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-10 with Computers categories.
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.
Singularity Hypotheses
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Author : Amnon H. Eden
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-04-03
Singularity Hypotheses written by Amnon H. Eden and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-04-03 with Technology & Engineering categories.
Singularity Hypotheses: A Scientific and Philosophical Assessment offers authoritative, jargon-free essays and critical commentaries on accelerating technological progress and the notion of technological singularity. It focuses on conjectures about the intelligence explosion, transhumanism, and whole brain emulation. Recent years have seen a plethora of forecasts about the profound, disruptive impact that is likely to result from further progress in these areas. Many commentators however doubt the scientific rigor of these forecasts, rejecting them as speculative and unfounded. We therefore invited prominent computer scientists, physicists, philosophers, biologists, economists and other thinkers to assess the singularity hypotheses. Their contributions go beyond speculation, providing deep insights into the main issues and a balanced picture of the debate.
From Astrophysics To Unconventional Computation
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Author : Andrew Adamatzky
language : en
Publisher: Springer
Release Date : 2019-04-16
From Astrophysics To Unconventional Computation written by Andrew Adamatzky and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-16 with Technology & Engineering categories.
This Festschrift is a tribute to Susan Stepney’s ideas and achievements in the areas of computer science, formal specifications and proofs, complex systems, unconventional computing, artificial chemistry, and artificial life. All chapters were written by internationally recognised leaders in computer science, physics, mathematics, and engineering. The book shares fascinating ideas, algorithms and implementations related to the formal specification of programming languages and applications, behavioural inheritance, modelling and analysis of complex systems, parallel computing and non-universality, growing cities, artificial life, evolving artificial neural networks, and unconventional computing. Accordingly, it offers an insightful and enjoyable work for readers from all walks of life, from undergraduate students to university professors, from mathematicians, computers scientists and engineers to physicists, chemists and biologists.
Collective Intelligence
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Author : Pierre Levy
language : en
Publisher: Basic Books
Release Date : 1999-12-10
Collective Intelligence written by Pierre Levy and has been published by Basic Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999-12-10 with Science categories.
The number of travelers along the information superhighway is increasing at a rate of 10 percent a month. How will this communications revolution affect our culture and society? Pierre Lévy shows how the unfettered exchange of ideas in cyberspace has the potential to liberate us from the social and political hierarchies that have stood in the way of mankind's advancement.Anthropologist, historian, sociologist, and philosopher, Lévy writes with a depth of scholarship and imaginative insight rare among media critics. At once a profound historical analysis of the development of human culture and a blueprint for the future, Collective Intelligence is a visionary work.
Our Biometric Future
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Author : Kelly A. Gates
language : en
Publisher: NYU Press
Release Date : 2011-01-23
Our Biometric Future written by Kelly A. Gates and has been published by NYU Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-01-23 with Social Science categories.
Since the 1960s, a significant effort has been underway to program computers to “see” the human face—to develop automated systems for identifying faces and distinguishing them from one another—commonly known as Facial Recognition Technology. While computer scientists are developing FRT in order to design more intelligent and interactive machines, businesses and states agencies view the technology as uniquely suited for “smart” surveillance—systems that automate the labor of monitoring in order to increase their efficacy and spread their reach. Tracking this technological pursuit, Our Biometric Future identifies FRT as a prime example of the failed technocratic approach to governance, where new technologies are pursued as shortsighted solutions to complex social problems. Culling news stories, press releases, policy statements, PR kits and other materials, Kelly Gates provides evidence that, instead of providing more security for more people, the pursuit of FRT is being driven by the priorities of corporations, law enforcement and state security agencies, all convinced of the technology’s necessity and unhindered by its complicated and potentially destructive social consequences. By focusing on the politics of developing and deploying these technologies, Our Biometric Future argues not for the inevitability of a particular technological future, but for its profound contingency and contestability.
Complexity In Education
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Author : Cok Bakker
language : en
Publisher: Springer
Release Date : 2017-01-12
Complexity In Education written by Cok Bakker and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-12 with Education categories.
"This volume, the result of four years of work performed by the combined research groups of Utrecht University (Faculty of Humanities) and the HU Utrecht University of Applied Sciences (Faculty of Education), focuses on the central theme of ‘Normative Professionalization’. Drawing on a wide variety of scholars including Hannah Arendt, Gert Biesta, Harry Kunneman, Donald Schön and Chris Argyris, and engaging with professionalism, ethics, virtue and morality, this book builds the argument that learning to deal with complexity supports not only education but the personal development of teachers and the improvement of society and democracy as well. This volume presents research on a broad range of topics such as worldview education, co-teaching, moral authorship, traditional-reform perspectives on education, the discourse on citizenship, teacher education, and the question how to link religion and education. The research chapters explain the theoretical lenses and methodological approaches which have been employed to get a grip on complexity. The results have been interpreted in light of the concepts of horror complexitatis, amor complexitatis and dolor complexitatis. Guided by detailed research accounts of worldview descriptions provided by students and teachers, this framework has been enriched with the notion of a passio complexitatis. In the concluding chapters, the book advocates for an improved balance between the normative and instrumental professionalization of teachers, in order to create space for the improvement of pedagogical relations and processes and to reintroduce the moral dimensions of education. The claim throughout this book is that allowing for complexity in education – even going so far as to embrace it – is vital for the improvement of education, and a prerequisite for more authentic relationships (on the micro level) and the maintenance of a well-functioning democracy and a balanced society (on the macro level). This book is of interest to researchers and educators who are interested in normative professionalization, to qualitative and practice oriented researchers, to teachers and managers in primary, secondary and professional education, and to the wider public which is concerned with the significance of education for the development of a stable and sustainable society."
Ethical Data And Information Management
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Author : Katherine O'Keefe
language : en
Publisher: Kogan Page Publishers
Release Date : 2018-05-03
Ethical Data And Information Management written by Katherine O'Keefe and has been published by Kogan Page Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-03 with Business & Economics categories.
Information and how we manage, process and govern it is becoming increasingly important as organizations ride the wave of the big data revolution. Ethical Data and Information Management offers a practical guide for people in organizations who are tasked with implementing information management projects. It sets out, in a clear and structured way, the fundamentals of ethics, and provides practical and pragmatic methods for organizations to embed ethical principles and practices into their management and governance of information. Written by global experts in the field, Ethical Data and Information Management is an important book addressing a topic high on the information management agenda. Key coverage includes how to build ethical checks and balances into data governance decision making; using quality management methods to assess and evaluate the ethical nature of processing during design; change methods to communicate ethical values; how to avoid common problems that affect ethical action; and how to make the business case for ethical behaviours.
Windows Of Opportunity
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Author : Marcie J Tyre
language : en
Publisher: Legare Street Press
Release Date : 2022-10-27
Windows Of Opportunity written by Marcie J Tyre and has been published by Legare Street Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-27 with categories.
This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work is in the "public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.