Multidimensional Data Visualization

Discover the wisdom of the stars between these pages for instant cosmic guidance on any question. Career conundrums? Dating dilemmas? Friendship fracas? In our fast-paced, data-flooded lives it can be

Discover the wisdom of the stars between these pages for instant cosmic guidance on any question. Career conundrums? Dating dilemmas? Friendship fracas? In our fast-paced, data-flooded lives it can be

Discover the wisdom of the stars between these pages for instant cosmic guidance on any question. Career conundrums? Dating dilemmas? Friendship fracas? In our fast-paced, data-flooded lives it can be

Discover the wisdom of the stars between these pages for instant cosmic guidance on any question. Career conundrums? Dating dilemmas? Friendship fracas? In our fast-paced, data-flooded lives it can be

Discover the wisdom of the stars between these pages for instant cosmic guidance on any question. Career conundrums? Dating dilemmas? Friendship fracas? In our fast-paced, data-flooded lives it can be

Discover the wisdom of the stars between these pages for instant cosmic guidance on any question. Career conundrums? Dating dilemmas? Friendship fracas? In our fast-paced, data-flooded lives it can be

Discover the wisdom of the stars between these pages for instant cosmic guidance on any question. Career conundrums? Dating dilemmas? Friendship fracas? In our fast-paced, data-flooded lives it can be

Discover the wisdom of the stars between these pages for instant cosmic guidance on any question. Career conundrums? Dating dilemmas? Friendship fracas? In our fast-paced, data-flooded lives it can be

Discover the wisdom of the stars between these pages for instant cosmic guidance on any question. Career conundrums? Dating dilemmas? Friendship fracas? In our fast-paced, data-flooded lives it can be

Discover the wisdom of the stars between these pages for instant cosmic guidance on any question. Career conundrums? Dating dilemmas? Friendship fracas? In our fast-paced, data-flooded lives it can be

Nietzsche, a trained philologist, frequently urges his readers to interpret him carefully. In this book, Mark Alfano combines detailed close reading with digital methods (corpus analysis and semantic network visualization) to reframe our understanding of this major figure. He argues that virtue is a neglected concept in Nietzsche's writings, and sets out a fresh interpretation of Nietzschean virtues as well-calibrated drives. As different people embody different constellations of drives, so virtues differ from person to person. For Nietzsche himself, Alfano argues, five virtues are essential: curiosity, courage, a sense of humor, and pathos of distance (that is, contemptuousness) toward one's self and toward one's society. This innovative and original book will be invaluable for historians of philosophy, contemporary researchers in moral psychology and virtue theory, and philosophers interested in the fast-growing methodologies of the digital humanities.

Artificial Intelligence is transforming every industry, but if you want to win with AI, you have to put it first on your priority list. AI-First companies are the only trillion-dollar companies, and soon they will dominate even more industries, more definitively than ever before. These companies succeed by design--they collect valuable data from day one and use it to train predictive models that automate core functions. As a result, they learn faster and outpace the competition in the process. Thankfully, you don't need a Ph.D. to learn how to win with AI. In The AI-First Company, internationally-renowned startup investor Ash Fontana offers an executable guide for applying AI to business problems. It's a playbook made for real companies, with real budgets, that need strategies and tactics to effectively implement AI. Whether you're a new online retailer or a Fortune 500 company, Fontana will teach you how to: - Identify the most valuable data;- Build the teams that build AI;- Integrate

Handbook of Computational Intelligence in Biomedical Engineering and Healthcare helps readers analyze and conduct advanced research in specialty healthcare applications surrounding oncology, genomics and genetic data, ontologies construction, bio-memetic systems, biomedical electronics, protein structure prediction, and biomedical data analysis. The book provides the reader with a comprehensive guide to advanced computational intelligence, spanning deep learning, fuzzy logic, connectionist systems, evolutionary computation, cellular automata, self-organizing systems, soft computing, and hybrid intelligent systems in biomedical and healthcare applications. Sections focus on important biomedical engineering applications, including biosensors, enzyme immobilization techniques, immuno-assays, and nanomaterials for biosensors and other biomedical techniques.Other sections cover gene-based solutions and applications through computational intelligence techniques and the impact of nonlinear/un

Many machine learning algorithms require real-valued feature vectors of data instances as inputs. By projecting data into vector spaces, representation learning techniques have achieved promising performance in many areas such as computer vision and natural language processing. There is also a need to learn representations for discrete relational data, namely networks or graphs. Network Embedding (NE) aims at learning vector representations for each node or vertex in a network to encode the topologic structure. Due to its convincing performance and efficiency, NE has been widely applied in many network applications such as node classification and link prediction.This book provides a comprehensive introduction to the basic concepts, models, and applications of network representation learning (NRL). The book starts with an introduction to the background and rising of network embeddings as a general overview for readers. Then it introduces the development of NE techniques by presenting se

From the racially segregated 'Jim Crow' US South to the many electoral but hardly democratic local regimes in Argentina and other federal democracies, the political rights of citizens around the world are often curtailed by powerful subnational rulers. Hybrid Regimes within Democracies presents the first comprehensive study of democracy and authoritarianism in all the subnational units of a federation. The book focuses on Argentina, but also contains a comparative chapter that considers seven other federations including Germany, Mexico, and the United States. The in-depth and multidimensional description of subnational regimes in all Argentine provinces is complemented with an innovative explanation for the large differences between those that are democratic and those that are 'hybrid' - complex combinations of democratic and authoritarian elements. Putting forward and testing an original theory of subnational democracy, Gervasoni extends the rentier-state explanatory logic from resour

We often hear that AI is revolutionising the financial sector, like no other technology has done before. This book looks beyond these clich s and explores all aspects of this transformation at a deep level. It spells out a vision for the future and answers many questions that are routinely ignored.What do we mean by Artificial Intelligence in finance? How do we move past the myths and misconceptions to reveal the key driving forces?What are the industry trends that align with this transformation? Is it the explosion of digital touchpoints in retail, the reduced risk taking by investment banks, or the ascent of passive funds in asset management?How do we develop concrete use cases from idea generation to production? How do we engineer systems to make accurate predictions, offer recommendations to clients, or analyse unstructured news data?How do we build a successful data-driven organisation? What are the key pitfalls to avoid? Is it about culture, data governance, or management vision?

A data-driven exploration of how children’s language learning varies across different languages, providing both a theoretical framework and reference.The Wordbank Project examines variability and cons

By the award-winning former president of the Linguistic Society of America, this collection of some of John Russell Rickford's pioneering works shows how linguists in sociolinguistics and creole studies can benefit from utilizing data, theories and methods from each other, as they more frequently did in the 1960s and 1970s, when both subfields, in their modern forms at least, were getting started. The volume addresses fundamental sociolinguistic topics such as social class, style, fieldwork, speech community, sociolinguistic competence and language attitudes with data from Guyanese and other Caribbean creoles. Recurrent concepts are also considered including language versatility, variation and change, vernacular use, school success and criminal justice in African America and the Caribbean, using models, case studies and methodologies from sociolinguistics. Theoretical and applied scholars, students apprehensive about sociolinguistic fieldwork, and those considering dynamic methods like

Stress and accent are central, organizing features of grammar, but their precise nature continues to be a source of mystery and wonder. These issues come to the forefront in the phonetic manifestation of stress and accent, their cross-linguistic variation and the subtle and intricate laws they obey in individual languages. Understanding the nature of stress and accent systems informs all aspects of linguistic theory, methods, typology and especially the grammatical analysis of language data. These themes form the organizational backbone of this book. Bringing together a team of world-renowned phonologists, the volume covers a range of typological and theoretical issues in the study of stress and accent. It will appeal to researchers who value synergistic approaches to the study of stress and accent, careful attention to cross-linguistic variation, and detailed analyzes of both well-studied and understudied languages. The book is a lively testimony of a field of inquiry that shows progr

How organizations--including Google, StubHub, Airbnb, and Facebook--learn from experiments in a data-driven world.Have you logged into Facebook recently? Searched for something on Google? Chosen a mov

Business Research Methods, 14e, contains stand-alone chapters that reflect research industry practices using real examples from all areas of business. In collaborations with over two dozen industry researchers, Schindler writes a real-world research methods book that distinguishes between big data analytics and small data with an emphasis on decision making. She eloquently covers ethical issues and their solutions, and has added more coverage of process models, sampling how-to, and data preparation.Conscious of the different learning styles of students, Schindler provides appropriate cues for both visual and verbal learners through the use of in-text exhibits, bolded key terms, conceptual photos throughout and research though-leader quotes in PowerPoints for each chapter. She also used various interim GreenBook Research Industry Trends (GRIT) reports to guide the research for this revision. The latest GRIT Report is based on the largest study of research suppliers and users ever conduc

In one form or another, iron speciation has had a long history as a paleoredox proxy. The technique has been refined considerably over the years, and the most recent scheme is unique in its potential to distinguish three major oceanic redox states - oxygenated, ferruginous and euxinic. This Element covers the theory behind the proxy, methods involved in applying the technique, and potential complications in interpreting Fe speciation data. A series of case studies are also provided, which highlight how more advanced consideration of the data, often in concert with other techniques, can provide unprecedented insight into the redox state of ancient oceans.

Many students find it daunting to move from studying environmental science, to designing and implementing their own research proposals. This book provides a practical introduction to help develop scientific thinking, aimed at undergraduate and new graduate students in the earth and environmental sciences. Students are guided through the steps of scientific thinking using published scientific literature and real environmental data. The book starts with advice on how to effectively read scientific papers, before outlining how to articulate testable questions and answer them using basic data analysis. The Mauna Loa CO2 dataset is used to demonstrate how to read metadata, prepare data, generate effective graphs and identify dominant cycles on various timescales. Practical, question-driven examples are explored to explain running averages, anomalies, correlations and simple linear models. The final chapter provides a framework for writing persuasive research proposals, making this an essent

Many students find it daunting to move from studying environmental science, to designing and implementing their own research proposals. This book provides a practical introduction to help develop scientific thinking, aimed at undergraduate and new graduate students in the earth and environmental sciences. Students are guided through the steps of scientific thinking using published scientific literature and real environmental data. The book starts with advice on how to effectively read scientific papers, before outlining how to articulate testable questions and answer them using basic data analysis. The Mauna Loa CO2 dataset is used to demonstrate how to read metadata, prepare data, generate effective graphs and identify dominant cycles on various timescales. Practical, question-driven examples are explored to explain running averages, anomalies, correlations and simple linear models. The final chapter provides a framework for writing persuasive research proposals, making this an essent

This is the first comprehensive overview of the 'science of science,' an emerging interdisciplinary field that relies on big data to unveil the reproducible patterns that govern individual scientific careers and the workings of science. It explores the roots of scientific impact, the role of productivity and creativity, when and what kind of collaborations are effective, the impact of failure and success in a scientific career, and what metrics can tell us about the fundamental workings of science. The book relies on data to draw actionable insights, which can be applied by individuals to further their career or decision makers to enhance the role of science in society. With anecdotes and detailed, easy-to-follow explanations of the research, this book is accessible to all scientists and graduate students, policymakers, and administrators with an interest in the wider scientific enterprise.

This is the first comprehensive overview of the 'science of science,' an emerging interdisciplinary field that relies on big data to unveil the reproducible patterns that govern individual scientific careers and the workings of science. It explores the roots of scientific impact, the role of productivity and creativity, when and what kind of collaborations are effective, the impact of failure and success in a scientific career, and what metrics can tell us about the fundamental workings of science. The book relies on data to draw actionable insights, which can be applied by individuals to further their career or decision makers to enhance the role of science in society. With anecdotes and detailed, easy-to-follow explanations of the research, this book is accessible to all scientists and graduate students, policymakers, and administrators with an interest in the wider scientific enterprise.

The world’s most widely used nursing research textbook,Essentials of Nursing Research, Tenth Edition equips students with everything they need to confidently apply research to nursing practice. AJN award-winning authors Denise Polit and Cheryl Beck clarify the language of nursing research and instill a practical understanding of nursing research fundamentals and the research process for both quantitative and qualitative studies ― including design principles; sampling and data collection; criteria for assessing data quality; appraising the quality, rigor, and trustworthiness of studies; and approaches to understand the statistical results. This updated edition incorporates the latest clinical insights and approaches to research to familiarize students with increasingly important considerations in today’s nursing practice, including the involvement of patients and stakeholders in translating research evidence to local settings; the appraisal of not only the rigor of research designs and

From the world's most sophisticated intelligence gathering organization, here is the CIA's official country-by-country data on nations around the world. From Afghanistan to Zimbabwe, The CIA World Fac

Machine learning, big data and AI are reshaping the human experience and forcing us to develop a new ethical intelligence. Peter Hershock offers a new way to think about attention, personal presence,

Machine learning, big data and AI are reshaping the human experience and forcing us to develop a new ethical intelligence. Peter Hershock offers a new way to think about attention, personal presence,

A penetrating indictment of how today's largest tech companies are hijacking our data, our livelihoods, our social fabric, and our minds--from an acclaimed Financial Times columnist and CNN analyst WI

How people judge humans and machines differently, in scenarios involving natural disasters, labor displacement, policing, privacy, algorithmic bias, and more.Using original data drawn from more than e

Mainland Southeast Asia is one of the most fascinating and complex cultural and linguistic areas in the world. This book provides a rich and comprehensive survey of the history and core systems and subsystems of the languages of this fascinating region. Drawing on his depth of expertise in mainland Southeast Asia, Enfield includes more than a thousand data examples from over a hundred languages from Cambodia, China, Laos, Malaysia, Myanmar, Thailand, and Vietnam, bringing together a wealth of data and analysis that has not previously been available in one place. Chapters cover the many ways in which these languages both resemble each other, and differ from each other, and the diversity of the area's languages is highlighted, with a special emphasis on minority languages, which outnumber the national languages by nearly a hundred to one. The result is an authoritative treatment of a fascinating and important linguistic area.

WINNER: Independent Press Awards 2018 - Business Motivation Category Unlocking Happiness at Work takes you on a journey into why and how leaders should become compassionate capitalists and ensure that their teams thrive. This book debunks the myth that happiness at work is a waste of time and demonstrates how it can deliver a more productive and engaged workforce, which can have real impact on the bottom line. Based on two decades of scientific research, real-time data, interviews and case studies, this book proves that happiness fuels higher performance, provides a greater sense of purpose and spreads passion throughout organizations. With insightful practical guidance throughout, Unlocking Happiness at Work is a lively and persuasive exploration of how to be happier and make others happier through the power of habits, emotional intelligence and an innovative approach to work/life flow. Case studies from lululemon, Zappos, Misfit Inc, The Body Shop and more are supported by tangible d

China's food safety system is in crisis. Egregious scandals, as varied as the sale of liquor laced with Viagra and the distribution of fake eggs, reveal how regulatory practices have been stretched to their limit in the world's largest food production system. On Feeding the Masses focuses on the oft-cited but ultimately overlooked concept of scale to identify the root causes of China's regulatory failures in food safety. The 'politics of scale' framework highlights how regulators disagree on which level of government is best suited to regulate ('the scale of governance'), struggle to address multilevel tensions ('multidimensional scale integration'), and fail to understand how policies at one level of government can affect other levels of government in unexpected and costly ways ('scale externalities'). Drawing from over 200 interviews with food safety regulators and producers, the study provides one of the most comprehensive accounts of China's food safety crisis to date.

This fascinating study uses qualitative and quantitative data and insights from interviews with judges, lawyers, government officials, entrepreneurs, bankers, consultants, and academics in China and a