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How Smart Machines Think
Everything you want to know about the breakthroughs in AI technology, machine learning, and deep learning—as seen in self-driving cars, Netflix recommendations, and more. The future is here: Self-driving cars are on the streets, an algorithm gives you movie and TV recommendations, IBM’s Watson triumphed on Jeopardy over puny human brains, computer programs can be trained to play Atari games. But how do all these things work? In this book, Sean Gerrish offers an engaging and accessible overview of the breakthroughs in artificial intelligence and machine learning that have made today’s machines so smart. Gerrish outlines some of the key ideas that enable intelligent machines to perceive ...
Artificial Intelligence, Reincarnation, and Resurrection
This book explores old and new hopes that have emerged in the human quest to defeat death. On the one hand, it answers questions such as: Are we just physical machines of great complexity, with the brain as the hardware on which consciousness operates as its software? If so, can we speculate on ways in which the mind could be uploaded to a machine and no longer suffer the frailty of this biological body? And could an android robot or a mindfile in a computer simulation be conscious? On the other hand, the book examines the hope of survival through reincarnation according to the teachings of Eastern religions and New Age thought. All these topics are discussed from the perspectives of Christian theology and the philosophy of mind. This dual investigation will help Christians formulate a coherent response to old and new challenges to their faith.
Stable Condition
The Affordable Care Act (ACA), the sweeping health care reform enacted by the Obama Administration in 2010, continues to be a contentious policy at the center of highly polarized political debates. Both before and after the law’s passage, political elites on both sides of the issue attempted to sway public opinion through two traditional approaches: messaging and policymaking itself. They operated under the assumption that the public’s personal experiences toward the law would make them more favorable. Yet these tried-and-true methods have had limited influence on public attitudes toward the ACA. Public opinion towards the ACA remained stable from 2010 to 2016, with more Americans opposi...
Polarization
The 2016 election of Donald J. Trump invoked a time for reflection about the state of American politics and its deep ideological, cultural, racial, regional, and economic divisions. But one aspect that the contemporary discussions often miss is that these fissures have been opening over several decades and are deeply rooted in the structure of American politics and society. In Polarization: What Everyone Needs to Know(R) Nolan McCarty takes readers through what scholars know and don't know about the origins, development, and implications of our rising political conflicts, delving into social, economic, and geographic determinants of polarization in the United States. While the current politi...
Computational Social Science
This book provides an overview of cutting-edge approaches to computational social science.
Applied Quantitative Finance
This volume provides practical solutions and introduces recent theoretical developments in risk management, pricing of credit derivatives, quantification of volatility and copula modeling. This third edition is devoted to modern risk analysis based on quantitative methods and textual analytics to meet the current challenges in banking and finance. It includes 14 new contributions and presents a comprehensive, state-of-the-art treatment of cutting-edge methods and topics, such as collateralized debt obligations, the high-frequency analysis of market liquidity, and realized volatility. The book is divided into three parts: Part 1 revisits important market risk issues, while Part 2 introduces n...
Ancient Worlds in Digital Culture
The volume presents a selection of research projects in Digital Humanities applied to the “Biblical Studies” in the widest sense and context, including Early Jewish and Christian studies, hence the title “Ancient Worlds”. Taken as a whole, the volume explores the emergent Digital Culture at the beginning of the 21st century. It also offers many examples which attest to a change of paradigm in the textual scholarship of “Ancient Worlds”: categories are reshaped; textuality is (re-) investigated according to its relationships with orality and visualization; methods, approaches and practices are no longer a fixed conglomeration but are mobilized according to their contexts and newly available digital tools.
Human Language Technologies – The Baltic Perspective
Computational linguistics, speech processing, natural language processing and language technologies in general have all become increasingly important in an era of all-pervading technological development. This book, Human Language Technologies – The Baltic Perspective, presents the proceedings of the 8th International Baltic Human Language Technologies Conference (Baltic HLT 2018), held in Tartu, Estonia, on 27-29 September 2018. The main aim of Baltic HLT is to provide a forum for sharing new ideas and recent advances in computational linguistics and related disciplines, and to promote cooperation between the research communities of the Baltic States and beyond. The 24 articles in this volume cover a wide range of subjects, including machine translation, automatic morphology, text classification, various language resources, and NLP pipelines, as well as speech technology; the latter being the most popular topic with 8 papers. Delivering an overview of the state-of-the-art language technologies from a Baltic perspective, the book will be of interest to all those whose work involves language processing in whatever form.
The Diversity Bonus
A book about how businesses and other organizations can improve their performance by tapping the power of differences in how people think. What if workforce diversity is more than simply the right thing to do? What if it can also improve the bottom line? Because it can. The autuor presents overwhelming evidence: teams that include different kinds of thinkers outperform homogenous groups on complex tasks, producing what he calls diversity bonuses. These bonuses include improved problem solving, increased innovation, and more accurate predictions - all of which lead to better results. Drawing on research in economics, psychology, computer science, and many other fields, the book also tells the stories of businesses and organizations that have tapped the power of diversity to solve complex problems. The result changes the way we think about diversity at work-and far beyond
Unlocking Environmental Narratives
Understanding the role of humans in environmental change is one of the most pressing challenges of the 21st century. Environmental narratives – written texts with a focus on the environment – offer rich material capturing relationships between people and surroundings. We take advantage of two key opportunities for their computational analysis: massive growth in the availability of digitised contemporary and historical sources, and parallel advances in the computational analysis of natural language. We open by introducing interdisciplinary research questions related to the environment and amenable to analysis through written sources. The reader is then introduced to potential collections ...
