الصفحة 16
الصفحة 16
Data Algorithms with Spark
Apache Spark's speed, ease of use, sophisticated analytics, and multilanguage support makes practical knowledge of this cluster-computing framework a required skill for data engineers and data scientists. With this hands-on guide, anyone looking for an introduction to Spark will learn practical algorithms and examples using PySpark. you will: Learn how to select Spark transformations for optimized solutions Explore powerful transformations and reductions including reduceByKey(), combineByKey(), and mapPartitions() Understand data partitioning for optimized queries Build and apply a model using PySpark design patterns Apply motif-finding algorithms to graph data Analyze graph data by using the GraphFrames API Apply PySpark algorithms to clinical and genomics data Learn how to use and apply feature engineering in ML algorithms Understand and use practical and pragmatic data design patterns
Cybersecurity in Poland : Legal Aspects
This book explores the legal aspects of cybersecurity in Poland. The authors are not limited to the framework created by the NCSA (National Cybersecurity System Act – this act was the first attempt to create a legal regulation of cybersecurity and, in addition, has implemented the provisions of the NIS Directive) but may discuss a number of other issues. The book presents international and EU regulations in the field of cybersecurity and issues pertinent to combating cybercrime and cyberterrorism. Moreover, regulations concerning cybercrime in a few select European countries are presented in addition to the problem of collision of state actions in ensuring cybersecurity and human rights.
Cultural Linguistics and World Englishes
This book investigates the study of World Englishes from the perspective of Cultural Linguistics, a theoretical and analytical framework for cultural cognition, cultural conceptualisations and language that employs and expands on the analytical tools and theoretical advancements in a number of disciplines, including cognitive psychology/science, anthropology, distributed cognition, and complexity science.
Cultivating Teacher Resilience : International Approaches, Applications and Impact
This book follows the development of the Building Resilience in Teacher Education (BRiTE) project across Australia and internationally. Drawing on the success of this project and the related research collaborations that have since emerged, it highlights the importance of cultivating resilience at various stages of teachers’ careers.
Cryptography and cryptanalysis in Java : Creating and programming advanced algorithms with Java SE 17 LTS and Jakarta EE 10
Includes challenging cryptographic solutions that are implemented in Java 17 and Jakarta EE 10. It provides a robust introduction to Java 17's new features and updates, a roadmap for Jakarta EE 10 security mechanisms, a unique presentation of the "hot points" (advantages and disadvantages) from the Java Cryptography Architecture (JCA), and more. You Will Learn : Develop programming skills for writing cryptography algorithms in Java / Dive into security schemes and modules using Java / Explore “good” vs “bad” cryptography based on processing execution times and reliability / Play with pseudo-random generators, hash functions, etc. / Leverage lattice-based cryptography methods, the NTRU framework library, and more
Cross-Business Synergies : A Typology of Cross-Business Synergies and a Mid-range Theory of Continuous Growth Synergy Realization
Sebastian Knoll investigates what cross-business synergies actually are and how they are realized successfully. In a first step, a theory-based typology of cross-business synergies is developed and two new types of synergies are conceptualized: (1) Growth synergies, i.e. profitable growth advantages from recombining complementary operative resources across businesses, and (2) corporate management synergies, i.e. performance advantages from leveraging corporate management capabilities across businesses. In a second step, the author focuses on growth synergies and inducts a framework for their continuous realization from a longitudinal in-depth single case study. He suggests that the successful realization of growth synergies is associated with a selective focus on specific growth opportunities, decentralized cross-business collaboration that motivates productive business unit self-interest, and a corporate management approach that guides and balances this self-interest in an evolutionary fashion.
Cross-border Governance and Sustainable Spatial Development : Mind the Gaps!
Border regions in Central Europe undergo tremendous changes due to the enlargement of the European Union and the related processes of Europeanization, bordering and re-bordering. The book explores the consequences of these processes for cross-border governance and spatial planning in Central Europe. It combines analyses of European and national framework conditions with case studies from border regions and cities in 8 countries. The focus is on generic questions of cross-border planning and cooperation as well as on selected sectors such as nature conservation, transport and economic development.
Cross cultural issues in consumer science and consumer psychology : Current perspectives and future directions
Shows cross-cultural issues in consumer psychology and consumer science as the world becomes an increasingly global marketplace. An international panel of experts analyzes current trends in consumer behavior across diverse countries worldwide and across cultural groups within countries, depicting commonly-used cross-cultural frameworks and research methods. Beginning with conceptualizing and quantifying culture at the national level, the volume then moves to individual levels of analysis of consumer decision-making, examining consumer data as they affect business decisions in marketing products internationally. The resulting work synthesizes the consumer science, international business, and consumer psychology literatures for a deeper understanding of all three disciplines and pathways to future research as cultures interact and tastes evolve.
Crisis management for small and medium-sized enterprises (SMEs) : Strategies for external Crises
Provides an in-depth introduction to crisis management and leadership in SMEs, as well as methods, approaches and cases against the background of different crises; external ones in particular. Featuring contributions from research and practice, this book covers a plethora of SMEs from different sectors to match the diverse nature of small business practice. The combination of a sound theoretical framework for small firm crisis management along with practical instruments/methods and cases, help to improve the organizational resilience of SMEs.
Craniofacial microsomia and treacher Collins syndrome : Comprehensive treatment of associated facial deformities
Provides a framework for diagnosis and treatment of the complex facial deformities found in craniofacial microsomia and Treacher Collins syndrome. This work provides a comprehensive approach in treating these complex patient populations, seeking to answer the following questions: When to operate versus when to wait? If operating is required what operation should be performed? What is the best orthodontic approach to the associated dental deformities that develop with these conditions? How should sleep apnea be evaluated and treated in this population? What is the best management for feeding patients with these conditions?
Craniofacial and dental developmental defects : Diagnosis and management
Provides the practitioner with a framework for establishing a diagnosis and developing a suitable treatment plan in patients presenting with a range of developmental defects of the teeth. The conditions covered include failure of tooth eruption, hypodontia, premature tooth exfoliation, defects of enamel development, and defects of dentin development, with full consideration of both syndromic and non-syndromic defects.
Corporate finance , Global edition, 4th
Shows core financial principles to elevate individuals' financial decision making using the unifying valuation framework based on the law of one price, top researchers Jonathan Berk and Peter DeMarzo have set the new canon for corporate finance textbooks. Corporate finance, Fourth edition blends coverage of time-tested principles and the latest advancements with the practical perspective of the financial manager, So students have the knowledge and tools they need to make sound financial decisions in their careers.
Corporate Brand Design : Developing and Managing Brand Identity
Corporate Brand Design offers a unique and comprehensive exploration of the relationship between companies, their brand design and their stakeholders. The book begins its approach with a literature review, to provide an overview of current thinking on the subject and establish a theoretical framework. The following sections cover key stages during the corporate brand development process: brand signature design, its components and impact on brand reputation; website design and how it builds customer perception of the brand; corporate architecture design and the branding of space and place; brand experience design from a sensuality perspective. International case studies from a range of industries feature in each chapter to demonstrate how the theory translates to practice, alongside case questions to cement learning and definitions of the key constructs. By combining academic theory with practical case studies and examples, readers will gain a thorough understanding of the corporate brand design process and how it influences customer identification and loyalty to the brand. The book is a useful resource for advanced undergraduate and postgraduate students of strategic brand management, corporate brand design and visual identity, and marketing communications
Coping with Water Deficiency : From Research to Policymaking
In line with the Water Framework Directive, this book stresses the need for an Integrated Water Resources Management (IWRM) approach to balance the competing demands on water-domestic, agricultural, industrial, tourism and environmental/ecological- and promote economically efficient, socially equitable and environmentally sustainable water use in selected regions from Southern Europe, the Mediterranean and the developing world. Results from the research projects covered by this book, demonstrate that effective water management tools and decisions-making practices, are needed in order to complement integrated interventions for increasing the availability of supply and/or managing the growing demand for scarce water supplies. Further, the book attempts to bridge the gap between ideas and actions endorsed at the research-oriented environmental debate, and their translation into policy making structures and programs in developed and developing countries.
Cooperative Information Agents XI ; Matthias Klusch, Koen V. Hindriks, Mike P. Papazoglou, Leon Sterling
In today’s world of ubiquitously connected heterogeneous information systems and computing devices, the intelligent coordination and provision of relevant added-value information at any time, anywhere is of key importance to a va- ety of applications. This challenge is envisioned to be coped with by means of appropriate intelligent and cooperative information agents. An information agent is a computational software entity that has access to one or multiple heterogeneous and geographically dispersed data and infor- tion sources. It pro-actively searches for and maintains information on behalf of its human users, or other agents preferably just in time. In other words, it is managing and overcoming the di?culties associated with information overload in open, pervasive information and service landscapes. Each component of a modern cooperative information system is represented by an appropriate intelligent information agent capable of resolving system and semantic heterogeneities in a given context on demand. Cooperative infor- tion agents are supposed to accomplish both individual and shared joint goals depending on the actual user preferences in line with given or deduced limits of time, budget and resources available.
Convergence and Applications of Newton-type Iterations
Recent results in local convergence and semi-local convergence analysis constitute a natural framework for the theoretical study of iterative methods. This monograph provides a comprehensive study of both basic theory and new results in the area. Each chapter contains new theoretical results and important applications in engineering, modeling dynamic economic systems, input-output systems, optimization problems, and nonlinear and linear differential equations. Several classes of operators are considered, including operators without Lipschitz continuous derivatives, operators with high order derivatives, and analytic operators. Each section is self-contained. Examples are used to illustrate the theory and exercises are included at the end of each chapter.
Controlled Markov Processes and Viscosity Solutions
This book is intended as an introduction to optimal stochastic control for continuous time Markov processes and to the theory of viscosity solutions. Stochastic control problems are treated using the dynamic programming approach. It approachs stochastic control problems by the method of dynamic programming. The fundamental equation of dynamic programming is a nonlinear evolution equation for the value function. For controlled Markov diffusion processes, this becomes a nonlinear partial differential equation of second order, called a Hamilton-Jacobi-Bellman (HJB) equation. Typically, the value function is not smooth enough to satisfy the HJB equation in a classical sense. Viscosity solutions provide framework in which to study HJB equations, and to prove continuous dependence of solutions on problem data. The theory is illustrated by applications from engineering, management science, and financial economics.
Control Systems Design : A New Framework
This book will be of great interest to academics and institutional researchers in control system design and to those studying for higher degrees in this area
Control of Spatially Structured Random Processes and Random Fields with Applications
This book is devoted to the study and optimization of spatiotemporal stochastic processes, that is, processes which develop simultaneously in space and time under random influences. These processes are seen to occur almost everywhere when studying the global behavior of complex systems.Classical stochastic dynamic optimization forms the framework of the book. Taken as a whole, the project undertaken in the book is to establish optimality or near-optimality for Markovian policies in the control of spatiotemporal Markovian processes. The authors apply this general principle to different frameworks of Markovian systems and processes. Depending on the structure of the systems and the surroundings of the model classes the authors arrive at different levels of simplicity for the policy classes which encompass optimal or nearly optimal policies. A set of examples accompanies the theoretical findings, and these examples should demonstrate some important application areas for the theorems discussed.
Control of Sandwich Nonlinear Systems Authors
This unique monograph introduces an important new area of control system research and presents some new methods for solving some typical problems in the field of sandwich nonlinear systems. Sandwiched nonsmooth nonlinearities such as dead-zone, hysteresis and backlash between dynamic blocks are presented, as well as continuous-time control designs. A framework for hybrid control is developed that is used to design control schemes for different cases of the control problem with required modifications. Friction compensation is addressed for systems with sandwiched friction along with sandwiched dynamics. An open problem of the control of sandwich nonlinear systems with actuator failures is introduced by a control design for an illustrative case.
