Graphical Models for Machine Learning and Digital Communication

Sharpen your students’ communication skills while integrating digital tools into writing instruction. Loaded with techniques for helping students brainstorm, plan, and organize their writing, this han

This book provides a systematic, foundational introduction to automatic alignment of parallel texts, a family of essential corpus analysis techniques for computing and learning the mappings between co

The latest edition of the Educational Media and Technology Yearbook, from the Association for Education, Communication and Technology (AECT), notes the most current trends in the field of learning des

"This book introduces effective parameters for improving the performance and application of machine learning and pattern recognition techniques to facilitate medical processes for those interested in

Your guide to quickly learning InfraWorksAutodesk InfraWorks Essentials is a complete, hands-on tutorial for InfraWorks, the powerful design tool that lets you quickly generate 3D models to create inf

This book presents an innovative new approach to studying source mechanisms of earthquakes, combining theory and observation in a unified methodology, with a key focus on the mechanics governing fault failures. It explains source mechanisms by building from fundamental concepts such as the equations of elasticity theory to more advanced problems including dislocation theory, kinematic models and fracture dynamics. The theory is presented first in student-friendly form using consistent notation throughout, and with full, detailed mathematical derivations that enable students to follow each step. Later chapters explain the widely-used practical modelling methods for source mechanism determination, linking clearly to the theoretical foundations, and highlighting the processing of digital seismological data. Providing a unique balance between application techniques and theory, this is an ideal guide for graduate students and researchers in seismology, tectonophysics, geodynamics and geomec

This book addresses the need for a unified framework describing how soft computing and machine learning techniques can be judiciously formulated and used in building efficient pattern recognition mode

Media Studies 2.0 offers an exploration of the digital revolution and its consequences for media and communication studies, arguing that the new era requires an upgraded discipline: a media studies 2.

Cryptography has been employed in war and diplomacy from the time of Julius Caesar. In our Internet age, cryptography's most widespread application may be for commerce, from protecting the security of electronic transfers to guarding communication from industrial espionage. This accessible introduction for undergraduates explains the cryptographic protocols for achieving privacy of communication and the use of digital signatures for certifying the validity, integrity, and origin of a message, document, or program. Rather than offering a how-to on configuring web browsers and e-mail programs, the author provides a guide to the principles and elementary mathematics underlying modern cryptography, giving readers a look under the hood for security techniques and the reasons they are thought to be secure.

Cryptography has been employed in war and diplomacy from the time of Julius Caesar. In our Internet age, cryptography's most widespread application may be for commerce, from protecting the security of electronic transfers to guarding communication from industrial espionage. This accessible introduction for undergraduates explains the cryptographic protocols for achieving privacy of communication and the use of digital signatures for certifying the validity, integrity, and origin of a message, document, or program. Rather than offering a how-to on configuring web browsers and e-mail programs, the author provides a guide to the principles and elementary mathematics underlying modern cryptography, giving readers a look under the hood for security techniques and the reasons they are thought to be secure.

Communication networks underpin our modern world, and provide fascinating and challenging examples of large-scale stochastic systems. Randomness arises in communication systems at many levels: for example, the initiation and termination times of calls in a telephone network, or the statistical structure of the arrival streams of packets at routers in the Internet. How can routing, flow control and connection acceptance algorithms be designed to work well in uncertain and random environments? This compact introduction illustrates how stochastic models can be used to shed light on important issues in the design and control of communication networks. It will appeal to readers with a mathematical background wishing to understand this important area of application, and to those with an engineering background who want to grasp the underlying mathematical theory. Each chapter ends with exercises and suggestions for further reading.

Communication networks underpin our modern world, and provide fascinating and challenging examples of large-scale stochastic systems. Randomness arises in communication systems at many levels: for example, the initiation and termination times of calls in a telephone network, or the statistical structure of the arrival streams of packets at routers in the Internet. How can routing, flow control and connection acceptance algorithms be designed to work well in uncertain and random environments? This compact introduction illustrates how stochastic models can be used to shed light on important issues in the design and control of communication networks. It will appeal to readers with a mathematical background wishing to understand this important area of application, and to those with an engineering background who want to grasp the underlying mathematical theory. Each chapter ends with exercises and suggestions for further reading.

Media Studies 2.0 offers an exploration of the digital revolution and its consequences for media and communication studies, arguing that the new era requires an upgraded discipline: a media studies 2.

Machine learning and data mining are inseparably connected with uncertainty. The observable data for learning is usually imprecise, incomplete or noisy.Uncertainty Modeling for Data Mining: A Label Se

Classical computer science textbooks tell us that some problems are 'hard'. Yet many areas, from machine learning and computer vision to theorem proving and software verification, have defined their own set of tools for effectively solving complex problems. Tractability provides an overview of these different techniques, and of the fundamental concepts and properties used to tame intractability. This book will help you understand what to do when facing a hard computational problem. Can the problem be modelled by convex, or submodular functions? Will the instances arising in practice be of low treewidth, or exhibit another specific graph structure that makes them easy? Is it acceptable to use scalable, but approximate algorithms? A wide range of approaches is presented through self-contained chapters written by authoritative researchers on each topic. As a reference on a core problem in computer science, this book will appeal to theoreticians and practitioners alike.

This book challenges functional models for more aesthetic and ethical models, where communication is grounded in values systems of cultures. Here, communication is treated as a distributed phenomenon

This contributed volume explores how data mining, machine learning, and similar statistical techniques can analyze the types of problems arising from Traditional Chinese Medicine (TCM) research. The b

Large MIMO systems, with tens to hundreds of antennas, are a promising emerging communication technology. This book provides a unique overview of this technology, covering the opportunities, engineering challenges, solutions and state of the art of large MIMO test beds. There is in-depth coverage of algorithms for large MIMO signal processing, based on meta-heuristics, belief propagation and Monte Carlo sampling techniques, and suited for large MIMO signal detection, precoding and LDPC code designs. The book also covers the training requirement and channel estimation approaches in large-scale point-to-point and multi-user MIMO systems; spatial modulation is also included. Issues like pilot contamination and base station cooperation in multi-cell operation are addressed. A detailed exposition of MIMO channel models, large MIMO channel sounding measurements in the past and present, and large MIMO test beds is also presented. An ideal resource for academic researchers, next generation wir

Today, most couples lack role models for how to create a successful marriage. Many have watched their own parents fight and divorce, or watched as couples they know struggle to maintain communication

This book presents a coarse-to-fine framework for learning and inference in large statistical models for natural language processing. The text shows applications of this fast, accurate approach to syn

The character workbook incorporates both handwriting and typing exercises that reinforce each other. Typing is introduced in the program as it has become the main medium for written communication. Tra

The character workbook incorporates both handwriting and typing exercises that reinforce each other. Typing is introduced in the program as it has become the main medium for written communication. Tra

Speaking Drive 2 is part of the fourth level in a four-level preparatory course for elementary and middle school students interested in developing fundamental English language skills in reading,listening,speaking,and writing. Each book of this four-skills series focuses on a separate skill,allowing students to concentrate on the necessary techniques and strategies for the separate skills of reading,listening,speaking and writing without having to encounter multiple skills. Each level of this four-skill series teachers 500 of the most common headwords encountered in communication and academic study.Students completing all four levels of the Drive series will study over 2000 different headwords. Used together,the Drive series provides a complete learning experience for developing students'English language abilities across the four fundamental skill areas.Features：● Themed units with graded topic-based vocabulary● Wide variety of activities to build English language skills● Review units a

This volume presents evidence about how we understand communication in changing times, and proposes that such understandings may contribute to the development of pedagogy for teaching and learning. It

Alexandra Hennessy examines an area of Europeanization that has been largely ignored by political analysts: the development of an internal market for workplace pensions. This book offers an analysis of what is at stake in workplace pension reforms, tracing how different states approached them and how national political economy models have shaped actors' bargaining strategy at the EU level. Employing statistical analysis, formal modelling, and in-depth case study research, Hennessy highlights the role of informal signalling and communication processes in designing a common pension market. This book offers a theoretical framework that accounts for historical institutionalism, informal signalling processes and discourse in the Europeanization of workplace pensions – a must-read for students of comparative social and public policy, comparative politics and European politics.

'Big data' poses challenges that require both classical multivariate methods and contemporary techniques from machine learning and engineering. This modern text equips you for the new world - integrating the old and the new, fusing theory and practice and bridging the gap to statistical learning. The theoretical framework includes formal statements that set out clearly the guaranteed 'safe operating zone' for the methods and allow you to assess whether data is in the zone, or near enough. Extensive examples showcase the strengths and limitations of different methods with small classical data, data from medicine, biology, marketing and finance, high-dimensional data from bioinformatics, functional data from proteomics, and simulated data. High-dimension low-sample-size data gets special attention. Several data sets are revisited repeatedly to allow comparison of methods. Generous use of colour, algorithms, Matlab code, and problem sets complete the package. Suitable for master's/graduat

Analyzing Media Messages is a primer for learning the technique of systematic, quantitative analysis of communication content. Rich with examples of recent and classic applications, it provides soluti

This third edition of the best-selling nurse educator's handbook on using online teaching tools and assessing their results keeps pace with the rapid-fire progression in digital learning that has occu

Analyzing Media Messages is a primer for learning the technique of systematic, quantitative analysis of communication content. Rich with examples of recent and classic applications, it provides soluti

Introducing digital communication receiver performance analysis basics, this book presents a unified method for computing the performance of digital communication systems characterized by a variety of

This book is designed for anyone with basic computer skills to learn to restore and enhance their film and digital photographs. Beginning with an easy reading introduction to the specific tools and co

This book describes the synthesis and use of biologically-inspired artificial hydrocarbon networks for modeling problems associated with machine learning, offers a novel algorithm for exploiting them

The advent of social media has forever changed how organizations communicate with the public, and healthcare organizations are no exception. Beyond Persuasion provides healthcare managers with a guide

While film adaptations of Shakespeare's plays captured the popular imagination at the turn of the last century, independent filmmakers began to adapt the plays of Shakespeare's contemporaries. The roots of their films in European avant-garde cinema and the plays' politically subversive, sexually transgressive and violent subject matter challenge Shakespeare's cultural dominance and the conventions of mainstream cinema. In Screening Early Modern Drama, Pascale Aebischer shows how director Derek Jarman constructed an alternative, dissident approach to filming literary heritage in his 'queer' Caravaggio and Edward II, providing models for subsequent filmmakers such as Mike Figgis, Peter Greenaway, Alex Cox and Sarah Harding. Aebischer explains how the advent of digital video has led to an explosion in low-budget screen versions of early modern drama. The only comprehensive analysis of early modern drama on screen to date, this groundbreaking study also includes an extensive annotated film

The English language plays an increasingly important role in providing opportunities for intercultural communication and learning on the global platform. In this era, English is no longer a language

Adolescence has long been characterized as the “storm and stress” years, and with recent developments in digital communication, it seems today’s teens are in for a more complicated journey than ever b

This handbook for those in business and communication draws on government sources, professional associations, academic periodicals, and publicly accessible print and online sources. Opening chapters o

How does writing relate to speech? What impact does it have on social organisation and development? How do unwritten languages differ from those that have a written form and tradition? This book is a general account of the place of writing in society. Drawing on contemporary and historical examples, from clay tablets to touchscreen displays, the book explores the functions of writing and written language, analysing its consequences for language, society, economy and politics. It examines the social causes of illiteracy, demonstrating that institutions of central importance to modern society are built upon writing and written texts, and are characterised by specific forms of communication. It explores the social dimensions of spelling and writing reform, as well as of digital literacy, a new mode of expression and communication posing novel challenges to the student of language in society.

How does writing relate to speech? What impact does it have on social organisation and development? How do unwritten languages differ from those that have a written form and tradition? This book is a general account of the place of writing in society. Drawing on contemporary and historical examples, from clay tablets to touchscreen displays, the book explores the functions of writing and written language, analysing its consequences for language, society, economy and politics. It examines the social causes of illiteracy, demonstrating that institutions of central importance to modern society are built upon writing and written texts, and are characterised by specific forms of communication. It explores the social dimensions of spelling and writing reform, as well as of digital literacy, a new mode of expression and communication posing novel challenges to the student of language in society.

With the rapid development of emerging technology tools, the digital nature of learning environments continues to change traditional forms of education. Therefore, knowledge of these changes for incor