Public Administration in Germany

Public Administration in Germany PDF

Author: Sabine Kuhlmann

Publisher: Springer Nature

Published: 2021-01-29

Total Pages: 415

ISBN-13: 3030536971

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This open access book presents a topical, comprehensive and differentiated analysis of Germany’s public administration and reforms. It provides an overview on key elements of German public administration at the federal, Länder and local levels of government as well as on current reform activities of the public sector. It examines the key institutional features of German public administration; the changing relationships between public administration, society and the private sector; the administrative reforms at different levels of the federal system and numerous sectors; and new challenges and modernization approaches like digitalization, Open Government and Better Regulation. Each chapter offers a combination of descriptive information and problem-oriented analysis, presenting key topical issues in Germany which are relevant to an international readership.

Data Mining

Data Mining PDF

Author: Ian H. Witten

Publisher: Elsevier

Published: 2011-02-03

Total Pages: 665

ISBN-13: 0080890369

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Data Mining: Practical Machine Learning Tools and Techniques, Third Edition, offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly anticipated third edition of the most acclaimed work on data mining and machine learning will teach you everything you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at the heart of successful data mining. Thorough updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including new material on Data Transformations, Ensemble Learning, Massive Data Sets, Multi-instance Learning, plus a new version of the popular Weka machine learning software developed by the authors. Witten, Frank, and Hall include both tried-and-true techniques of today as well as methods at the leading edge of contemporary research. The book is targeted at information systems practitioners, programmers, consultants, developers, information technology managers, specification writers, data analysts, data modelers, database R&D professionals, data warehouse engineers, data mining professionals. The book will also be useful for professors and students of upper-level undergraduate and graduate-level data mining and machine learning courses who want to incorporate data mining as part of their data management knowledge base and expertise. Provides a thorough grounding in machine learning concepts as well as practical advice on applying the tools and techniques to your data mining projects Offers concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods Includes downloadable Weka software toolkit, a collection of machine learning algorithms for data mining tasks—in an updated, interactive interface. Algorithms in toolkit cover: data pre-processing, classification, regression, clustering, association rules, visualization

World It Project, The: Global Issues In Information Technology

World It Project, The: Global Issues In Information Technology PDF

Author: Prashant Palvia

Publisher: World Scientific

Published: 2020-04-28

Total Pages: 553

ISBN-13: 9811208654

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Understanding the key IT issues facing firms within their surrounding contexts is critical for the firm, government, and their international counterparts.In response to the dominant and pervasive bias in Information Systems (IS) research towards American and Western views, the World IT Project was launched and is the largest study of its kind in the field. This book captures the organizational, technological, and individual issues of IT employees across 37 countries.The book enables management and staff to formulate business and IT-related policies and strategies. Likewise, it allows policymakers, governments and vendors to address important issues at the national level as well as to respond to the needs of partners and stakeholders in other countries. It also offers current and future academic scholars a grounded understanding of the international IT environment and provides a sound foundation to launch many international IT studies.

Information Security Management, Education and Privacy

Information Security Management, Education and Privacy PDF

Author: Yves Deswarte

Publisher: Springer

Published: 2006-04-11

Total Pages: 314

ISBN-13: 1402081456

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This volume gathers the papers presented at three workshops that are embedded in the IFIP/Sec Conference in 2004, to enlighten specific topics that are currently particularly active in Security. The first one is the 10th IFIP Annual Working Conference on Information Security Management. It is organized by the IFIP WG 11. 1, which is itself dedicated to Information Security Management, i. e. , not only to the practical implementation of new security technology issued from recent research and development, but also and mostly to the improvement of security practice in all organizations, from multinational corporations to small enterprises. Methods and techniques are developed to increase personal awareness and education in security, analyze and manage risks, identify security policies, evaluate and certify products, processes and systems. Matt Warren, from Deakin University, Australia, who is the current Chair of WG 11. 1, acted as the Program Chair. The second workshop is organized by the IFIP WG 11. 8, dedicated to Information Security Education. This workshop is a follow-up of three issues of the World Conference on Information Security Education (WISE) that were also organized by WG 11. 8. The first WISE was organized by Louise Yngstrom in 1999 in Stockholm, and the next one, WISE’4, will be held in Moscow, Russia, 18-20 May 2005. This year, the workshop is aimed at developing a first draft of an international doctorate program allowing a specialization in IT Security.

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