Machine Learning and Knowledge Discovery in Databases

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Author :
Publisher : Springer Nature
ISBN 13 : 3030438872
Total Pages : 755 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Machine Learning and Knowledge Discovery in Databases by : Peggy Cellier

Download or read book Machine Learning and Knowledge Discovery in Databases written by Peggy Cellier and published by Springer Nature. This book was released on 2020-03-27 with total page 755 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Mercury in the Tapajos Basin

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Author :
Publisher : CYTED-CETEM
ISBN 13 : 8572271481
Total Pages : 205 pages
Book Rating : 4.5/5 (722 download)

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Book Synopsis Mercury in the Tapajos Basin by :

Download or read book Mercury in the Tapajos Basin written by and published by CYTED-CETEM. This book was released on 2001 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Machine Learning and Knowledge Discovery in Databases

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Author :
Publisher : Springer
ISBN 13 : 9783030438227
Total Pages : 679 pages
Book Rating : 4.4/5 (382 download)

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Book Synopsis Machine Learning and Knowledge Discovery in Databases by : Peggy Cellier

Download or read book Machine Learning and Knowledge Discovery in Databases written by Peggy Cellier and published by Springer. This book was released on 2020-03-28 with total page 679 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Explainable AI: Interpreting, Explaining and Visualizing Deep Learning

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Publisher : Springer Nature
ISBN 13 : 3030289540
Total Pages : 435 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Explainable AI: Interpreting, Explaining and Visualizing Deep Learning by : Wojciech Samek

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.

Occupational Safety and Hygiene

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Publisher : CRC Press
ISBN 13 : 1138000477
Total Pages : 648 pages
Book Rating : 4.1/5 (38 download)

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Book Synopsis Occupational Safety and Hygiene by : Pedro Arezes

Download or read book Occupational Safety and Hygiene written by Pedro Arezes and published by CRC Press. This book was released on 2013-04-04 with total page 648 pages. Available in PDF, EPUB and Kindle. Book excerpt: Occupational Safety and Hygiene presents selected papers from the International Symposium on Occupational Safety and Hygiene – SHO2013 (Guimarães, Portugal, 14-15 February 2013), which was organized by the Portuguese Society for Occupational Safety and Hygiene (SPOSHO). The contributions from 15 different countries focus on: - Occupational safety - Risk assessment - Safety management - Ergonomics - Management systems - Environmental ergonomics - Physical environments - Construction safety - Human factors The papers included in the book are mainly based on research carried out at universities and other research institutions, but they are also based on practical studies developed by Occupational Health & Safety (OHS) practitioners within their companies. As a result, this book will be useful to get acquainted with the state-of-the-art of the research within the aforementioned domains, as well as with some practical tools and approaches that are currently used by OHS professionals worldwide.

Ethical Data and Information Management

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Publisher : Kogan Page Publishers
ISBN 13 : 0749482052
Total Pages : 345 pages
Book Rating : 4.7/5 (494 download)

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Book Synopsis Ethical Data and Information Management by : Katherine O'Keefe

Download or read book Ethical Data and Information Management written by Katherine O'Keefe and published by Kogan Page Publishers. This book was released on 2018-05-03 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Art and Culture

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Publisher : Beacon Press
ISBN 13 : 9780807066812
Total Pages : 292 pages
Book Rating : 4.0/5 (668 download)

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Book Synopsis Art and Culture by : Clement Greenberg

Download or read book Art and Culture written by Clement Greenberg and published by Beacon Press. This book was released on 1971-06-01 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Clement Greenberg is, internationally, the best-known American art critic popularly considered to be the man who put American vanguard painting and sculpture on the world map. . . . An important book for everyone interested in modern painting and sculpture."—The New York Times

The Existential Pleasures of Engineering

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Publisher : Macmillan
ISBN 13 : 0312141041
Total Pages : 226 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis The Existential Pleasures of Engineering by : Samuel C. Florman

Download or read book The Existential Pleasures of Engineering written by Samuel C. Florman and published by Macmillan. This book was released on 1994 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a world where engineering plays an increasingly important role, one wonders about the exact nature of the engineering experience in our time. In this second edition of The Existential Pleasures of Engineering, Samuel Florman perceptively explores how engineers think and feel about their profession. Dispelling the myth that engineering is cold and passionless, Florman celebrates it as something vital and alive. He views engineering as a response to some of our deepest impulses, rich in spiritual and sensual rewards. Opposing the "antitechnology" stance, Florman brilliantly emerges with a practical, creative, and fun philosophy of engineering that boasts his pride in his craft.

Corrupt Cities

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Author :
Publisher : World Bank Publications
ISBN 13 : 9780821346006
Total Pages : 180 pages
Book Rating : 4.3/5 (46 download)

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Book Synopsis Corrupt Cities by :

Download or read book Corrupt Cities written by and published by World Bank Publications. This book was released on 2000 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: Much of the devastation caused by the recent earthquake in Turkey was the result of widespread corruption between the construction industry and government officials. Corruption is part of everyday public life and we tend to take it for granted. However, preventing corruption helps to raise city revenues, improve service delivery, stimulate public confidence and participation, and win elections. This book is designed to help citizens and public officials diagnose, investigate and prevent various kinds of corrupt and illicit behaviour. It focuses on systematic corruption rather than the free-lance activity of a few law-breakers, and emphasises practical preventive measures rather than purely punitive or moralistic campaigns.

Industrial Clusters in Biotechnology

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Publisher : Imperial College Press
ISBN 13 : 1860944981
Total Pages : 242 pages
Book Rating : 4.8/5 (69 download)

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Book Synopsis Industrial Clusters in Biotechnology by : Vittorio Chiesa

Download or read book Industrial Clusters in Biotechnology written by Vittorio Chiesa and published by Imperial College Press. This book was released on 2005 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ultimate aim of Cleverbio has been to build a normative model that incorporates:

Python Para Todos

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Author :
Publisher : Independently Published
ISBN 13 :
Total Pages : 264 pages
Book Rating : 4.6/5 (335 download)

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Book Synopsis Python Para Todos by :

Download or read book Python Para Todos written by and published by Independently Published. This book was released on 2020-04-03 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Python para Todos está diseñado para introducir a los estudiantes en la programación y el desarrollo de software a través de un enfoque en la exploración de datos. Puedes pensar en Python como una herramienta para resolver problemas que están más allá de las capacidades de una simple hoja de cálculo.Python es un lenguaje de programación fácil de usar y sencillo de aprender, disponible de forma gratuita para equipos Macintosh, Windows, o Linux. Una vez que aprendes Python, puedes utilizarlo el resto de tu carrera sin necesidad de comprar ningún software.Existen copias electrónicas gratuitas de este libro en varios formatos, así como material de soporte para el libro, que pues encontrar en es.py4e.com. Los materiales del curso están disponibles bajo una Licencia Creative Commons, de modo que puedes adaptarlos para enseñar tu propio curso de Python.

Fundamentals of Analytical Chemistry

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Publisher : Cengage Learning
ISBN 13 : 9781285056241
Total Pages : 1152 pages
Book Rating : 4.0/5 (562 download)

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Book Synopsis Fundamentals of Analytical Chemistry by : Douglas A. Skoog

Download or read book Fundamentals of Analytical Chemistry written by Douglas A. Skoog and published by Cengage Learning. This book was released on 2013-01-01 with total page 1152 pages. Available in PDF, EPUB and Kindle. Book excerpt: Known for its readability and systematic, rigorous approach, this fully updated FUNDAMENTALS OF ANALYTICAL CHEMISTRY, 9E, International Edition offers extensive coverage of the principles and practices of analytic chemistry and consistently shows students its applied nature. The book's award-winning authors begin each chapter with a story and photo of how analytic chemistry is applied in industry, medicine, and all the sciences. To further reinforce student learning, a wealth of dynamic photographs by renowned chemistry photographer Charlie Winters appear as chapter-openers and throughout the text. Incorporating Excel spreadsheets as a problem-solving tool, the Ninth Edition is enhanced by a chapter on Using Spreadsheets in Analytical Chemistry, updated spreadsheet summaries and problems, an "Excel Shortcut Keystrokes for the PC" insert card, and a supplement by the text authors, EXCEL® APPLICATIONS FOR ANALYTICAL CHEMISTRY, which integrates this important aspect of the study of analytical chemistry into the book's already rich pedagogy. New to this edition is OWL, an online homework and assessment tool that includes the Cengage YouBook, a fully customizable and interactive eBook, which enhances conceptual understanding through hands-on integrated multimedia interactivity.

Innovation and Quality in the University

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Author :
Publisher : EDIPUCRS
ISBN 13 : 8574307688
Total Pages : 641 pages
Book Rating : 4.5/5 (743 download)

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Book Synopsis Innovation and Quality in the University by :

Download or read book Innovation and Quality in the University written by and published by EDIPUCRS. This book was released on 2008 with total page 641 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Patrons, Clients and Policies

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Publisher : Cambridge University Press
ISBN 13 : 0521865050
Total Pages : 344 pages
Book Rating : 4.5/5 (218 download)

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Book Synopsis Patrons, Clients and Policies by : Herbert Kitschelt

Download or read book Patrons, Clients and Policies written by Herbert Kitschelt and published by Cambridge University Press. This book was released on 2007-03-29 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: A study of patronage politics and the persistence of clientelism across a range of countries.

Harvard Business Essentials

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Publisher : Harvard Business Press
ISBN 13 : 1591391121
Total Pages : 194 pages
Book Rating : 4.5/5 (913 download)

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Book Synopsis Harvard Business Essentials by : Richard Luecke

Download or read book Harvard Business Essentials written by Richard Luecke and published by Harvard Business Press. This book was released on 2003 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovation is an undisputed catalyst for company growth, yet many managers across industries fail to create a climate that encourages and rewards innovation. Managing Creativity and Innovation explores the manager's role in sparking organizational creativity and offers insight into what managers and leaders must do to increase successful innovation. Contents include: Generating new ideas and recognizing opportunities Moving innovation to market Removing mental blocks to creativity Establishing a strategic direction for profitable product development Brainstorming and fostering creative conflict within groups Creating an innovation-friendly culture Plus, readers can access free interactive tools on the Harvard Business Essentials companion web site. Series Adviser: Ralph Katz Dr. Katz is professor of management at Northeastern University's College of Business and in the Management of Technology Group of M.I.T.'s Sloan School of Management. He has carried out extensive management research on technology-based innovation with emphasis in the management of technical professionals and project teams. Harvard Business Essentials The Reliable Source for Busy Managers The Harvard Business Essentials series is designed to provide comprehensive advice, personal coaching, background information, and guidance on the most relevant topics in business. Drawing on rich content from Harvard Business School Publishing and other sources, these concise guides are carefully crafted to provide a highly practical resource for readers with all levels of experience. To assure quality and accuracy, each volume is closely reviewed by a specialized content adviser from a world class business school. Whether you are a new manager interested in expanding your skills or an experienced executive looking for a personal resource, these solution-oriented books offer reliable answers at your fingertips.

International Competitiveness in Electronics

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Author :
Publisher :
ISBN 13 :
Total Pages : 560 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis International Competitiveness in Electronics by :

Download or read book International Competitiveness in Electronics written by and published by . This book was released on 1983 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The African Colonial State in Comparative Perspective

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Publisher : Yale University Press
ISBN 13 : 9780300068795
Total Pages : 372 pages
Book Rating : 4.0/5 (687 download)

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Book Synopsis The African Colonial State in Comparative Perspective by : Crawford Young

Download or read book The African Colonial State in Comparative Perspective written by Crawford Young and published by Yale University Press. This book was released on 1994-01-01 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this comprehensive and original study, a distinguished specialist and scholar of African affairs argues that the current crisis in African development can be traced directly to European colonial rule, which left the continent with a "singularly difficult legacy" that is unique in modern history. Crawford Young proposes a new conception of the state, weighing the different characteristics of earlier European empires (including those of Holland, Portugal, England, and Venice) and distilling their common qualities. He then presents a concise and wide-ranging history of colonization in Africa, from the era of construction through consolidation and decolonization. Young argues that several qualities combined to make the European colonial experience in Africa distinctive. The high number of nations competing for power around the continent and the necessity to achieve effective occupation swiftly yet make the colonies self-financing drove colonial powers toward policies of "ruthless extractive action." The persistent, virulent racism that established a distance between rulers and subjects was especially central to African colonial history. Young concludes by turning his sights to other regions of the once-colonized world, comparing the fates of former African colonies to their counterparts elsewhere. In tracing both the overarching traits and variations in African colonial states, he makes a strong case that colonialism has played a critical role in shaping the fate of this troubled continent.