Machine learning for risk calculations : A practitioner's view
Fundamental Approximation Methods. Machine Learning -- Deep Neural Nets -- Chebyshev Tensors -- The toolkit - plugging in approximation methods. Introduction: why is a toolkit needed -- Composition techniques -- Tensors in TT format and Tensor Extension Algorithms -- Sliding Technique -- The Jacobian projection technique -- Hybrid solutions - approximation methods and the toolkit.
Logistics Outsourcing Relationships : Measurement, Antecedents, and Effects of Logistics Outsourcing Performance
In recent years, logistics outsourcing has gained increasing importance and today is used by a large number of firms across virtually all industries worldwide. Logistics service providers have developed a wide array of services that are utilized to improve logistics processes - and mainly to cut costs.This book uses state-of-the-art scientific methods to reveal that most firms currently do not realize the full potential of logistics outsourcing. It shows the complexity of outsourcing performance and that its true drivers lie in the relationship between service providers and their customers. Through the results of a large-scale empirical survey, the book also emphasizes the importance of a firm's approach towards outsourcing: solely striving for cost reductions may be a dead end, while the often overlooked increased logistics service levels are equally important for boosting logistics performance. In the light of current outsourcing practices, this indicates substantial room for improvement for most firms.
Local Heroes in the Global Village : Globalization and the New Entrepreneurship Policies
The book contributes to the debate what role public policies play in stimulating national and regional economic growth. With a better understanding of the complexity and variety of existent entrepreneurship policies in the U.S. and Germany the reader of this volume will be able to formulate best practice, hands-on strategies which aim to promote nations as well as regions in an "entrepreneurial economy".This volume brings together conference contributions of leading academics and policy advisors from the United States and Europe,The volume has the virtue of both providing solid empirical analysis and theoretical underpinning from leading economists,social scientists as well as a fresh perspective on the myths and realities concerning the operation of the U.S
Liquidity, markets and trading in action : An interdisciplinary perspective
This book addresses four standard business school subjects: microeconomics, macroeconomics, finance and information systems as they relate to trading, liquidity, and market structure. It provides a detailed examination of the impact of trading costs and other impediments of trading that the authors call “frictions”. It also presents an interactive simulation model of equity market trading, TraderEx, that enables students to implement trading decisions in different market scenarios and structures. Addressing these topics shines a bright light on how a real-world financial market operates, and the simulation provides students with an experiential learning opportunity that is informative and fun.
Linear Programming and its Applications
This book presents a unified treatment of linear programming. Without sacrificing mathematical rigor, the main emphasis of the book is on models and applications. The most important classes of problems are surveyed and presented by means of mathematical formulations, followed by solution methods and a discussion of a variety of "what-if" scenarios. Non-simplex based solution methods and newer developments such as interior point methods are covered along with a variety of approaches that incorporate multiple objectives in the model.
Library and information sciences : Trends and research
Introduces the opportunities and challenges faced by the library and information literacy profession and discusses the key role of librarians in the future of information literacy education. Next, it covers trends in LIS education by examining the vision of the iSchool movement and detailing its practice in Syracuse University. The book then covers issues in information seeking and retrieval by showing how visual data mining technology can be used to detect the relationship and pattern between terms on the Q&A of a social media site. It also includes a case study regarding tracing information seeking behavior and usage on a multimedia website.
Learning at speed : How to upskill and reskill your workforce at pace to drive business performance
Learning at Speed is a practical book which brings together the best from lean and agile methodologies to show how they can be applied to learning and development (L&D) to improve individual and organizational performance. This provides a people development framework which can be used to deconstruct a learning strategy and optimise each element for improved results. It shows how to identify learning barriers and possible solutions, leverage company data to understand learning needs and how to assess the most effective learning resources and delivery channels.
Learning Analytics : Using Talent Data to Improve Business Outcomes
Effective evaluation and measurement of learning and development initiatives is critical to maximise the impact of training, identify gaps for improvement and ensure that efforts are aligned to the business' needs. Learning Analytics outlines how analytical approaches can respond to these challenges, the types and benefits of technological solutions and how to ask the right questions of organizational data in order to build a learning organization that boosts performance and competitive advantage.
Leading Pharmaceutical Innovation : Trends and Drivers for Growth in the Pharmaceutical Industry
Pharmaceutical giants have doubled their investments in drug development in the past decade only to see new drug approvals remain constant. This book investigates and highlights a set of proactive strategies aimed at generating sustainable competitive advantage based on value-generating business practices. We focus on three sources of pharmaceutical innovation: new management methods in the drug development pipeline, new technologies as enablers for cutting-edge R&D, and new forms of cooperation and internationalization, such as open innovation in the early phases of R&D. Our findings are illustrated by cases from Europe, the US, and Asia.
Leading in a VUCA World : Integrating Leadership, Discernment and Spirituality
Brings together works by specialists from different disciplines and continents to reflect on the nexus between leadership, spirituality and discernment, particularly with regard to a world that is increasingly volatile, uncertain, complex, and ambiguous (VUCA). The book spells out, first of all, what our VUCA world entails, and how it affects businesses, organizations, and societies as a whole. Secondly, the book develops new perspectives on the processes of leadership, spirituality, and discernment, particularly in this VUCA context. These perspectives are interdisciplinary in nature, and are informed by e.g. management studies, leadership theory, philosophy, and theology.
Leadership hacks : Clever shortcuts to boost your impact and results
Identify what distractions slow you down fast-track your productivity to do more in less time streamline delegation so your people perform faster learn the communication and technology shortcuts that get faster results create and lead a hybrid workforce that increases performance. Leadership Hacks shows you how to hack your day, shift your approach and boost your communication so you can lead in a more effective and efficient way, no matter where your team is.
Leadership and Performance in Public Sector Networks
Analyses two key aspects of network management in the public sector: leadership and performance. It investigates what integrative leadership is, and how it differentiates from leadership in single-agency structures. It also examines the performance of public interest networks by proposing an analytical framework that highlights which factors lead to high performance networks.
Knowledge Solutions : Tools, Methods, and Approaches to Drive Organizational Performance
Covers topics in knowledge management and competence in strategy development, management techniques, collaboration mechanisms, knowledge sharing and learning, as well as knowledge capture and storage. Presented in accessible “chunks,” it includes more than 120 topics that are essential to high-performance organizations. The extensive use of quotes by respected experts juxtaposed with relevant research to counterpoint or lend weight to key concepts; “cheat sheets” that simplify access and reference to individual articles; as well as the grouping of many of these topics under recurrent themes make this book unique. In addition, it provides scalable tried-and-tested tools, method and approaches for improved organizational effectiveness.
Knowledge management : Systems and processes in the AI era
Aimed at students and managers who seek detailed insights into contemporary knowledge management (KM). It explains the concepts, theories, and technologies that provide the foundation for knowledge management; the systems and structures that constitute KM solutions; and the processes for developing, deploying, and evaluating these KM solutions. It serves as a complete introduction to the subject of knowledge management, incorporating technical and social aspects, as well as concepts, practical examples, traditional KM approaches, and emerging topics. This third edition has been revised and expanded to include more coverage of emergent trends such as cloud computing, online communities, crowdsourcing and artificial intelligence.
Knowledge Management : Organizational and Technological Dimensions
Presents a unique blend of articles which combines both conceptual and practical concerns related to devising and implementing sustainable Knowledge Management systems and solutions in contemporary global organizations. The book's contributors are among the leading thinkers and practitioners in this growing field. The seamless synthesis of the human, organizational, and technological dimensions of Knowledge Management makes this book a definitive guide for academics and practising managers alike.
Kanban-Controlled Manufacturing Systems
Kanban control systems bear a great potential to significantly improve operations. A company may reap the full benefits of kanban control only after determining an optimal or near-optimal system configuration. To do that, methods are needed to evaluate the performance and operating costs of individual system configurations. We propose an innovative construction-kit approach that enables us to build stochastic analytical models of a large class of single- and multi-product kanban systems. The presented construction-kit approach may be extended and augmented in various directions
Its Not About the Technology : Developing the Craft of Thinking for a High Technology Corporation
This book is not about a new concept, or a new technique. It tackles the big questions of how to develop the craft of the thinking that is required of us in high technology companies. It is predicated on a radical notion that, even though the problematic is the execution in a high technology corporation, neither a high level market strategy nor the kind of technology itself matters, insofar as learning the craft of execution goes. How marketers and engineers comprehend a context uniquely shapes the ways they interact, engage in decision-making phenomenon, and eventually their execution performance in a company. The breakdown of their interaction occurs when the individual contexts of a marketer and an engineer are permanently secluded from one another.this book methodically demystifies the key to successful execution in the high technology space
Italian Institutional Reforms : A Public Choice Perspective
Using a public choice perspective, this book explains the evolution and political and economic impact of recent changes to the Italian institutional framework. Because these changes are so numerous and broad, their implementation serves as a case study for other Western governments. Particular attention is paid to the introduction of the EURO, the reform of voting from proportional to majoritarian rule, the impact of corporatism, constraints imposed by the Maastricht Treaty, and the switch from a highly centralized government to a federal organization.
Computational Aspects of General Equilibrium Theory : Refutable Theories of Value
This monograph presents a general equilibrium methodology for microeconomic policy analysis. It is intended to serve as an alternative to the now classical, axiomatic general equilibrium theory as exposited in Debreu`s Theory of Value (1959) or Arrow and Hahn`s General Competitive Analysis (1971). The methodology proposed in this monograph does not presume the existence of market equilibrium, accepts the inherent indeterminancy of nonparametric general equlibrium models, and offers effective algorithms for computing counterfactual equilibria in these models. It consists of several essays written over the last decade, some with colleagues or former graduate students, and an appendix by Charles Steinhorn on the elements of O-minimal structures, the mathematical framework for our analysis.
Component-Based Digital Movie Production : Reference Model of an Integrated Production System
The ongoing digitization process affects all areas of the media industry. Within the scientific discussion, movie production is little observed although it currently faces crucial structural developments. The change to digital production processes allows new ways of cooperation and coordination in the project networks. Marcus Pankow examines the specifics of the movie production industry and its value-creating processes, reflecting the digitization and its impact on the information systems strategy. An empirical case study analysis forms the basis for the development of a reference model for a company-wide application system to support the entire movie production process. Following the concept of a Service Oriented Architecture (SOA), he encapsulates established applications in services and integrates them on one platform.



















