Characterizing the Robustness of Science

Mature sciences have been long been characterized in terms of the “successfulness”, “reliability” or “trustworthiness” of their theoretical, experimental or technical accomplishments. Today many philo

Reliability, Robustness and Failure Mechanisms of LED Devices: Methodology and Evaluation presents several methods to determine the reliability of infrared LEDs. The book focuses on the method to extr

Business operations in large organizations today involve massive, interactive, and layered networks of teams and personnel collaborating across hierarchies and countries on complex tasks. To optimize productivity, businesses need to know: what communication patterns do high-performing teams have in common? Is it possible to predict a team's performance before it starts work on a project? How can productive team behavior be fostered? This comprehensive review for researchers and practitioners in data mining and social networks surveys recent progress in the emerging field of network science of teams. Focusing on the underlying social network structure, the authors present models and algorithms characterizing, predicting, optimizing, and explaining team performance, along with key applications, open challenges, and future trends.

Experimental political science has changed. In two short decades, it evolved from an emergent method to an accepted method to a primary method. The challenge now is to ensure that experimentalists design sound studies and implement them in ways that illuminate cause and effect. Ethical boundaries must also be respected, results interpreted in a transparent manner, and data and research materials must be shared to ensure others can build on what has been learned. This book explores the application of new designs; the introduction of novel data sources, measurement approaches, and statistical methods; the use of experiments in more substantive domains; and discipline-wide discussions about the robustness, generalizability, and ethics of experiments in political science. By exploring these novel opportunities while also highlighting the concomitant challenges, this volume enables scholars and practitioners to conduct high-quality experiments that will make key contributions to knowledge.

Experimental political science has changed. In two short decades, it evolved from an emergent method to an accepted method to a primary method. The challenge now is to ensure that experimentalists design sound studies and implement them in ways that illuminate cause and effect. Ethical boundaries must also be respected, results interpreted in a transparent manner, and data and research materials must be shared to ensure others can build on what has been learned. This book explores the application of new designs; the introduction of novel data sources, measurement approaches, and statistical methods; the use of experiments in more substantive domains; and discipline-wide discussions about the robustness, generalizability, and ethics of experiments in political science. By exploring these novel opportunities while also highlighting the concomitant challenges, this volume enables scholars and practitioners to conduct high-quality experiments that will make key contributions to knowledge.

Julian Stubbe aims at characterizing what novelty is in the becoming of objects and how the new becomes part of a shared reality. The study’s method is comparative and concerned with technological pra

Methods of X-ray and Neutron Scattering in Polymer Science presents the basic theories underlying x-ray and neutron scattering--two of the most powerful tools for characterizing materials--and also co

Surface analysis deals with characterizing and understanding the behavior of molecules which react on the surface between two substances. The latest self-contained volume in this long established and

Cluster analysis finds groups in data automatically. Most methods have been heuristic and leave open such central questions as: how many clusters are there? Which method should I use? How should I handle outliers? Classification assigns new observations to groups given previously classified observations, and also has open questions about parameter tuning, robustness and uncertainty assessment. This book frames cluster analysis and classification in terms of statistical models, thus yielding principled estimation, testing and prediction methods, and sound answers to the central questions. It builds the basic ideas in an accessible but rigorous way, with extensive data examples and R code; describes modern approaches to high-dimensional data and networks; and explains such recent advances as Bayesian regularization, non-Gaussian model-based clustering, cluster merging, variable selection, semi-supervised and robust classification, clustering of functional data, text and images, and co-cl

In many practical situations, we are interested in statistics characterizing a population of objects: e.g. in the mean height of people from a certain area. Most algorithms for estimating such statist

Generalizability theory offers an extensive conceptual framework and a powerful set of statistical procedures for characterizing and quantifying the fallibility of measurements. Robert Brennan, the au

This book will help readers understand fundamental and advanced statistical models and deep learning models for robust speaker recognition and domain adaptation. This useful toolkit enables readers to apply machine learning techniques to address practical issues, such as robustness under adverse acoustic environments and domain mismatch, when deploying speaker recognition systems. Presenting state-of-the-art machine learning techniques for speaker recognition and featuring a range of probabilistic models, learning algorithms, case studies, and new trends and directions for speaker recognition based on modern machine learning and deep learning, this is the perfect resource for graduates, researchers, practitioners and engineers in electrical engineering, computer science and applied mathematics.

Characterizing the Alteration of Ovoproducts Using New Analytical Approaches focuses on the capabilities (potential or proven) of the latest metabolomics based analytical approaches for the (early) di

This volume contains nine survey articles which provide expanded accounts of plenary seminars given at the British Combinatorial Conference at the University of Strathclyde in July 2017. This biennial conference is a well-established international event attracting speakers from around the world. Written by internationally recognised experts in the field, these articles represent a timely snapshot of the state of the art in the different areas of combinatorics. Topics covered include the robustness of graph properties, the spt-function of Andrews, switching techniques for edge decompositions of graphs, monotone cellular automata, and applications of relative entropy in additive combinatorics. The book will be useful to researchers and advanced graduate students, primarily in mathematics but also in computer science and statistics.

Failures caused by electrostatic discharges (ESD) constitute a major problem concerning the reliability and robustness of integrated circuits and electronic systems. This book summarizes the many dive

Characterizing metabolism as the central science of biochemistry, Ochs (St. John's U., New York) adopts it as the core concept of his one-semester introductory textbook. He has kept the book short eno

Hidden Markov processes (HMPs) are important objects of study in many areas of pure and applied mathematics, including information theory, probability theory, dynamical systems and statistical physics, with applications in electrical engineering, computer science and molecular biology. This collection of research and survey papers presents important new results and open problems, serving as a unifying gateway for researchers in these areas. Based on talks given at the Banff International Research Station Workshop, 2007, this volume addresses a central problem of the subject: computation of the Shannon entropy rate of an HMP. This is a key quantity in statistical physics and information theory, characterising the fundamental limit on compression and closely related to channel capacity, the limit on reliable communication. Also discussed, from a symbolic dynamics and thermodynamical viewpoint, is the problem of characterizing the mappings between dynamical systems which map Markov measur

Edited by professors at the University of the Basque Country, this volume presents new perspectives on characterizing the intellectual capital within companies and assessing the financial value of bus

This book addresses key features of the methodology involved in business and management academic writing. Characterizing academic writing as part of research, science and the knowledge generation proc

The rise of rightwing populism has brought into question prevailing assumptions in social science about multicultural Europe. In this compelling study of populist politics, Mabel Berezin argues that the emergence of the movement in the 1990s was a historical surprise rather than an expected event. She questions whether rightwing populism would exist in the absence of the Maastricht Treaty and the subsequent intensification of cultural and economic Europeanization. Using an innovative methodology, Berezin analyzes the French National Front in relation to the broader context of Europeanization and globalization. She unpacks the political and cultural processes that evoke the thin commitments characterizing citizen support, and shows that we cannot make sense of rightwing populism without considering the historical legacies and practices, both national and international, within which it arises. This book makes a novel argument about the relationship between democracy and political and soc

The rise of rightwing populism has brought into question prevailing assumptions in social science about multicultural Europe. In this compelling study of populist politics, Mabel Berezin argues that the emergence of the movement in the 1990s was a historical surprise rather than an expected event. She questions whether rightwing populism would exist in the absence of the Maastricht Treaty and the subsequent intensification of cultural and economic Europeanization. Using an innovative methodology, Berezin analyzes the French National Front in relation to the broader context of Europeanization and globalization. She unpacks the political and cultural processes that evoke the thin commitments characterizing citizen support, and shows that we cannot make sense of rightwing populism without considering the historical legacies and practices, both national and international, within which it arises. This book makes a novel argument about the relationship between democracy and political and soc

Nanoindentation and nanotribology are fundamental, evolving, and complementary disciplines within materials science. In recent years there has been rapid convergence of the biomechanical and materials disciplines, as well as explosive growth of the nanotube and nanostructured materials fields. The expansion of nanomechanical testing into these new fields has been accompanied by similarly rapid growth in our understanding of, and ability to perform, mechanical tests with ever-smaller forces and displacements. The understanding of fundamental mechanical measurement techniques must continue to advance to design new systems and materials to meet the challenges of technology. This book is a snapshot of the state of the art in nanoindentation and nanotribology, and highlights emerging topics including the development of new methods for characterizing nanoscale mechanical and tribological properties. Additional topics include: size effects and indentation of thin films; nanotribology and fric

Characterizing electricity as "the greatest scientific invention of the Enlightenment," Fara (history of science, U. of Cambridge, UK) reconstructs the history of the discovery of electricity that pre

Two scientists from the Max-Planck Institute for Metallurgy and two more from private industry present a guide to the whole process of characterizing ceramic material at the microscopic level, from pr

In this landmark volume, Walter Kintsch presents a theory of human text comprehension that he has refined and developed over the past 20 years. Characterizing the comprehension process as one of constraint satisfaction, this comprehensive theory is concerned with mental processes - not primarily with the analysis of materials to be understood. The author describes comprehension as a two-stage process: first, approximate, inaccurate representations are constructed via context insensitive construction rules, which are then integrated via a process of spreading activation. In Part I, the general theory is presented and an attempt is made to situate it within the current theoretical landscape in cognitive science. In the second part, many of the topics are discussed that are typically found in a cognitive psychology text. The book addresses how relevant knowledge is activated during reading and how readers recognize and recall texts. It then draws the implications of these findings for how

In this landmark volume, Walter Kintsch presents a theory of human text comprehension that he has refined and developed over the past 20 years. Characterizing the comprehension process as one of constraint satisfaction, this comprehensive theory is concerned with mental processes - not primarily with the analysis of materials to be understood. The author describes comprehension as a two-stage process: first, approximate, inaccurate representations are constructed via context insensitive construction rules, which are then integrated via a process of spreading activation. In Part I, the general theory is presented and an attempt is made to situate it within the current theoretical landscape in cognitive science. In the second part, many of the topics are discussed that are typically found in a cognitive psychology text. The book addresses how relevant knowledge is activated during reading and how readers recognize and recall texts. It then draws the implications of these findings for how

This Product is one of 21 synthesis and assessment products (SAPs) commissioned by the U.S. Climate Change Science Program (CCSP) as part of an interagency effort to integrate federal research on clim

This conference proceedings focuses on processing and characterizing high-temperature coatings with regard to engineering, physical, and chemical properties. It includes the synthesis of new and unco

'One may state Dilthey's significance in most general fashion by characterizing his work as the first thorough-going and sophisticated confrontation of history with positivism and natural science. Dil