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Foundations and novel approaches in data mining
Data-mining has become a popular research topic in recent years for the treatment of the "data rich and information poor” syndrome. Currently, application oriented engineers are only concerned with their immediate problems, which results in an ad hoc method of problem solving. Researchers, on the other hand, lack an understanding of the practical issues of data-mining for realworld problems and often concentrate on issues that are of no significance to the practitioners. In this volume, we hope to remedy problems by (1) presenting a theoretical foundation of data-mining, and (2) providing important new directions for data-mining research. A set of well respected data mining theoreticians were invited to present their views on the fundamental science of data mining.
Foundations and applications of sensor management
Foundations and Applications of Sensor Management presents the emerging theory of sensor management with applications to real-world examples such as landmine detection, adaptive signal and image sampling, multi-target tracking, and radar waveform scheduling.
Foundations and applications of MIS : A model theory approach
Foundations and Applications of MIS presents a unique systems theory approach to management information system (MIS) development. The development is driven by the need to eliminate ambiguity in specification, design and construction of the application software. Further, the authors show that the considerable effort being expanded nowadays on validation, verification and testing, as required in current software engineering practices, will be reduced. The approach also reinforces the belief that MIS development is independent of software development. The work presents an approach that provides a theoretical foundation for MIS development from the systems theoretic viewpoint along with practical applications ranging from a transaction processing system to a solver system. Both formal systems theory and automatic system generation based on the authors' newly extended Prolog offer a significant increase in the efficiency of specification, design and production of the application software, as well as an increase in the functional reliability of the software produced. The book assumes a working knowledge of elementary set theory, logic, and familiarity with some systems concepts, such as the automaton model.
Foundational texts in modern criminal law
Presents essays in which scholars from various countries and legal systems engage critically with formative texts in criminal legal thought since Hobbes. It examines the emergence of a transnational canon of criminal law by documenting its intellectual and disciplinary history and provides a snapshot of contemporary work on criminal law within that historical and comparative context.
Foundation PHP5 for Flash
This latest, completely rewritten, edition again brings together three of the web's hottest technologies—Flash, the server-side language PHP, and the MySQL database system. We've brought things back up to date, using ActionScript 2.0, PHP 5.0, and MySQL 4.1, the book has been designed to be version-neutral. In other words, you can be confident that you're working with the latest standards, but that your applications won't break if deployed on an older server. The book also provides a brief introduction to an alternative database system, SQLite, which is now automatically bundled with PHP 5 and requires no installation.
Foundation of semantic web technologies
Concentrates on Semantic Web technologies standardized by the World Wide Web Consortium: RDF and SPARQL enable data exchange and querying, RDFS and OWL provide expressive ontology modeling, and RIF supports rule-based modeling. The text also describes methods for specifying, querying, and reasoning with ontological information. In addition, it explores topics that are clearly beyond foundations, such as tools, applications, and engineering aspects.
Foundation models for natural language processing : pre-trained language models integrating media
Covers basic natural language processing models, pre-trained language models BERT, GPT, and sequence-to-sequence converters, as well as the concepts of self-attention and context-sensitive embedding. Various approaches to improving these models are then discussed, such as expanding the pre-training parameters, increasing the length of input texts, or incorporating additional knowledge. An overview of the best performing models is then provided for about twenty application areas, e.g., question answering, translation, story generation, dialogue systems, image generation from text, etc. For each application area, the strengths and weaknesses of existing models are discussed, and an overview of further developments is provided. In addition, links to freely available code are provided. The concluding chapter summarizes the economic opportunities, risk mitigation, and potential developments of AI.
Foundation Mathematics for Computer Science : A Visual Approach
In this second edition of Foundation Mathematics for Computer Science, John Vince has reviewed and edited the original book and written new chapters on combinatorics, probability, modular arithmetic and complex numbers. These subjects complement the existing chapters on number systems, algebra, logic, trigonometry, coordinate systems, determinants, vectors, matrices, geometric matrix transforms, differential and integral calculus. During this journey, the author touches upon more esoteric topics such as quaternions, octonions, Grassmann algebra, Barrycentric coordinates, transfinite sets and prime numbers.
Foundation Flex for Designers
All Flex applications look the same—a blue-gray background and silver-skinned components—right? That doesn't have to be the case, though. This book shows you how to ensure that your Flex 2 and 3 projects stand out from the crowd and provide your users with an application that is both visually stunning and beautifully functional. Flex Builder, coupled with the Adobe Creative Suite (CS3), is a powerful combination, providing all the tools you need to create compelling, vibrant interfaces. This book guides you through creating applications with Flex Builder, designing layouts in Fireworks, creating custom skins for your components in Photoshop and Illustrator, and using CSS to enhance the appearance of your rich Internet applications (RIAs).
Fostering transformative change for sustainability in the context of socio-ecological production landscapes and seascapes (SEPLS)
This book is a compilation of case studies that provide useful knowledge and lessons that derive from on-the-ground activities and contribute to policy recommendations, focusing on the relevance of social-ecological production landscapes and seascapes (SEPLS) to “transformative change.” The concept of “transformative change” has been gaining more attention to deal with today’s environmental and development problems, whereas both policy and scientific communities have been increasingly calling for transformative change toward sustainable society. The Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services (IPBES) has planned to start the so-called “assessment on transformative change” if approved by the IPBES plenary to be held in 2021
Fostering innovation : How to build an amazing IT team
In Fostering Innovation: How to Build an Amazing IT Team, accomplished technology strategist, executive, and leader Andrew Laudato delivers an eye-opening exploration of how to design, build, staff, and run a high-performing IT department. The book is filled with universally applicable strategies and techniques that can transform any IT team into an all-star cast perfectly aligned with your organization’s objectives.
Formulation of Appropriate Laws : A New Integrated Multidisciplinary Approach and an Application to Electronic Funds Transfer Regulation
This book presents such an approach using the Electronic Funds Transfer (EFT) regulation in Australia as its vehicle of analysis. The two-pronged approach offered in this book can be applied to formulate efficient laws that maximise the social welfare of the country, irrespective of social, political and economic organisations of the country under study. As such, this book makes several distinct contributions to the literature in law as it: . develops a new integrated multi-disciplinary approach using quantitative methods to formulate appropriate laws; . applies recent developments in welfare economics.
Formulas of Acoustics
This collection of formulas has been written by applied scientists and industrial engineers for design professionals and students who work in engineering acoustics. It is subdivided into the most important fields of applied acoustics, each dealing with a well-defined type of problem.
Forming the mind : Essays on the internal senses and the Mind/Body problem from avicenna to the medical enlightenment
The book collects essays from some of the foremost scholars in a relatively new and very promising field of research. It stresses how important and fruitful it is to see the time period between 1100 and 1700 as one continuous tradition, and brings together scholars working on the same issues in the Arabic, Jewish and Western philosophical traditions. In this respect, this collection opens up several new and interesting perspectives on the history of the philosophy of mind.
Formative research in social marketing : Innovative methods to gain consumer insights
Brings together the state of the art and current debates in the field of formative research, and examines many of the innovative methods largely overlooked in the available literature. This book will help social marketing to move beyond surveys and focus groups.The book addresses the needs of social marketing academics and practitioners alike by providing a robust and critical academic discussion of cutting-edge research methods, while demonstrating at the same time how each respective method can help us arrive at a deeper understanding of the issues that social marketing interventions are seeking to remedy. Each chapter includes a scholarly discussion of key formative research methods.
Formation and Early Growth of Business Webs: Modular Product Systems in Network Markets
Networks of firms have been in the focus of management research for several years. Recently, special attention has been paid to so-called business webs. Business webs are networks of firms which provide complements to a common product architecture.The present book explicitly examines the formation and early growth of business webs. The author illustrates the early growth phases with two in-depth cases of the formation of the wireless internet ecosystem i-mode and the leading person-to-person online auction platform eBay. The book uncovers the contingencies under which the establishment of business webs is likely to succeed. Business researchers will benefit from the theoretical framework, while interested business managers will find explanations and advice for establishing a business web.
Formalizing the Shadow Economy in Serbia : Policy Measures and Growth Effects
The main objective of this book is to develop a strategy and policy measures to enhance the formalization of the shadow economy in order to improve the competitiveness of the economy and contribute to economic growth; it explores these issues with special reference to Serbia. The size and development of the shadow economy in Serbia and other Central and Eastern European countries are estimated using two different methods (the MIMIC method and household-tax-compliance method). Micro-estimates are based on a special survey of business entities in Serbia, which for the first time allows us to explore the shadow economy from the perspective of enterprises and entrepreneurs.
Formal techniques for computer systems and business processes ; European performance engineering workshop, EPEW 2005 and International workshop on web services and formal methods, WS-FM 2005, Versailles, France, September 1-3, 2005, Proceedings
This book constitutes the refereed proceedings of two colocated international workshops EPEW 2005 (European Performance Engineering Workshop) and WS-FM 2005 (Web Services and Formal Methods) held in Versailles, France in September 2005. The 20 revised full papers presented were carefully reviewed and selected from 59 submissions. For EPEW 2005 only 10 papers - of the 32 submitted - were accepted for presentation; they deal with queueing theory, bounding techniques, stochastic model checking, communication schemes analysis for high-speed LAN, QOS analysis in wireless ad-hoc networks and optical networks analysis. The main topics of the 10 papers accepted for WS-FM 2005 - from 27 submissions - include: protocols and standards for WS (SOAP, WSDL, UDDI, etc.); languages and description methodologies for Choreography/Orchestration/Workflow (BPML, XLANG and BizTalk, WSFL, WS-BPEL, etc.); coordination techniques for WS (transactions, agreement, coordination services, etc.); semantics-based dynamic WS discovery services (based on Semantic Web/Ontology Techniques or other semantic theories); security, performance evaluation and quality of service of WS; semi-structured data and XML related technologies; comparisons with different related technologies/approaches.
Formal Refinement for Operating System Kernels
The purpose of this book is to show that the formal specification of kernels can be followed by a completely formal refinement process that leads to the extraction of executable code. The formal refinement process ensures that the code meets the specification in a precise sense.
Formal Models of Communicating Systems : Languages, Automata, and Monadic Second-Order Logic
This book studies the relationship between automata and monadic second-order logic, focusing on classes of automata that describe the concurrent behavior of distributed systems.
