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Multimodal Sentiment Analysis (Socio-Affective Computing #8)
by Soujanya Poria Amir Hussain Erik CambriaThis latest volume in the series, Socio-Affective Computing, presents a set of novel approaches to analyze opinionated videos and to extract sentiments and emotions. Textual sentiment analysis framework as discussed in this book contains a novel way of doing sentiment analysis by merging linguistics with machine learning. Fusing textual information with audio and visual cues is found to be extremely useful which improves text, audio and visual based unimodal sentiment analyzer. This volume covers the three main topics of: textual preprocessing and sentiment analysis methods; frameworks to process audio and visual data; and methods of textual, audio and visual features fusion. The inclusion of key visualization and case studies will enable readers to understand better these approaches. Aimed at the Natural Language Processing, Affective Computing and Artificial Intelligence audiences, this comprehensive volume will appeal to a wide readership and will help readers to understand key details on multimodal sentiment analysis.
Search for Dark Matter with the ATLAS Detector: Probing Final States Of Missing Energy And An Energetic Jet Or Top Quarks (Springer Theses)
by Johanna GramlingThis book discusses searches for Dark Matter at the CERN’s LHC, the world’s most powerful accelerator. It introduces the relevant theoretical framework and includes an in-depth discussion of the Effective Field Theory approach to Dark Matter production and its validity, as well as an overview of the formalism of Simplified Dark Matter models. Despite overwhelming astrophysical evidence for Dark Matter and numerous experimental efforts to detect it, the nature of Dark Matter still remains a mystery and has become one of the hottest research topics in fundamental physics.Two searches for Dark Matter are presented, performed on data collected with the ATLAS experiment. They analyze missing-energy final states with a jet or with top quarks. The analyses are explained in detail, and the outcomes and their interpretations are discussed, also in view of the precedent analysis of theoretical approaches. Given its depth of coverage, the book represents an excellent reference guide for all physicists interested in understanding the theoretical and experimental considerations relevant to Dark Matter searches at the LHC.
Enhancing the Light Output of Solid-State Emitters (Springer Theses)
by Christopher WoodheadThe significance of the development of solid-state lighting was underscored by the award of a Nobel Prize in 2014. It is important to build upon this work and to produce practical and versatile sources of quantum light, because these are essential components for the advancement of quantum photonic devices. These devices, in turn, promise new technologies that have the potential to revolutionize society. This book explores various ways of coupling quantum light into, and out of, solid-state emitters. The research presented here has led to important discoveries that will help overcome major challenges in this field.
Religion, Pacifism, and Nonviolence (Palgrave Frontiers in Philosophy of Religion)
by James KellenbergerThis book is about religion, pacifism, and the nonviolence that informs pacifism in its most coherent form. Pacifism is one religious approach to war and violence. Another is embodied in just war theories, and both pacifism and just war thinking are critically examined. Although moral support for pacifism is presented, a main focus of the book is on religious support for pacifism, found in various religious traditions. A crucial distinction for pacifism is that between force and violence. Pacifism informed by nonviolence excludes violence, but, the book argues, allows forms of force. Peacekeeping is an activity that on the face of it seems compatible with pacifism, and several different forms of peacekeeping are examined. The implications of nonviolence for the treatment of nonhuman animals are also examined. Two models for attaining the conditions required for a world without war have been proposed. Both are treated and one, the model of a biological human family, is developed. The book concludes with reflections on the role of pacifism in each of five possible futurescapes.
Priority Nominalism: Grounding Ostrich Nominalism as a Solution to the Problem of Universals (Synthese Library #397)
by Guido ImaguireThis monograph details a new solution to an old problem of metaphysics. It presents an improved version of Ostrich Nominalism to solve the Problem of Universals. This innovative approach allows one to resolve the different formulations of the Problem, which represents an important meta-metaphysical achievement.In order to accomplish this ambitious task, the author appeals to the notion and logic of ontological grounding. Instead of defending Quine’s original principle of ontological commitment, he proposes the principle of grounded ontological commitment. This represents an entirely new application of grounding.Some metaphysicians regard Ostrich Nominalism as a rejection of the problem rather than a proper solution to it. To counter this, the author presents solutions for each of the formulations. These include: the problem of predication, the problem of abstract reference, and the One Over Many as well as the Many Over One and the Similar but Different variants.This book will appeal to anyone interested in contemporary metaphysics. It will also serve as an ideal resource to scholars working on the history of philosophy. Many will recognize in the solution insights resembling those of traditional philosophers, especially of the Middle Ages.
Operads of Wiring Diagrams (Lecture Notes in Mathematics #2192)
by Donald YauWiring diagrams form a kind of graphical language that describes operations or processes with multiple inputs and outputs, and shows how such operations are wired together to form a larger and more complex operation. This monograph presents a comprehensive study of the combinatorial structure of the various operads of wiring diagrams, their algebras, and the relationships between these operads.The book proves finite presentation theorems for operads of wiring diagrams as well as their algebras. These theorems describe the operad in terms of just a few operadic generators and a small number of generating relations. The author further explores recent trends in the application of operad theory to wiring diagrams and related structures, including finite presentations for the propagator algebra, the algebra of discrete systems, the algebra of open dynamical systems, and the relational algebra. A partial verification of David Spivak’s conjecture regarding the quotient-freeness of the relational algebra is also provided. In the final part, the author constructs operad maps between the various operads of wiring diagrams and identifies their images. Assuming only basic knowledge of algebra, combinatorics, and set theory, this book is aimed at advanced undergraduate and graduate students as well as researchers working in operad theory and its applications. Numerous illustrations, examples, and practice exercises are included, making this a self-contained volume suitable for self-study.
Pediatric Neuropsychiatry: A Case-Based Approach
by Aaron J. Hauptman Jay A. SalpekarAdult neuropsychiatry is now a well-established field with numerous reputable references. Practitioners who work with children routinely note how references and practitioners knowledgeable in the equivalent work in the pediatric world are rare. Child psychiatrists and neurologists frequently work with individuals struggling with these conditions and would strongly benefit from such a reference that incorporates medical work-up, psychopharmacological recommendations, family/support recommendations and theoretical pathophysiology. Pediatricians and developmental pediatricians often treat children with behavioral and neuropsychiatric sequelae, but are not well-trained in the neuropsychiatric management of these cases. Neuropsychologists and educational psychologists working with children and adults with pediatric-onset conditions will also find the text helpful to contextualize their cases, better-understand the medical evaluation and management and perhaps adjust recommendations that would supplement their own testing methods. Finally, sub-specialists in adult neurology, psychiatry and neuropsychiatry often find themselves working with these children by default as there are few pediatric subspecialists who are available to accept them into practice. When facing complex neuropsychiatric illness in children, many clinicians are stymied because they may have “never seen a case like that”. This text fills the wide gap that currently exists and helps move this field forward. The approach utilized in adult neuropsychiatry that is both clear and accessible does not yet have an equivalent in the pediatric realm, but there is tremendous interest in its development. Children and adolescents with neuropsychiatric conditions are very common and they and their caregivers often struggle to find professionals well educated in this field. Ultimately, a wide range of clinicians will find this text to be a very helpful resource for diagnosis and management in the spectrum of pediatric neuropsychiatric conditions. The case-based approach is also unique with respect to neuropsychiatric approaches, and the clear cut, reader-friendly approach of such a format would likely be well-received among physicians looking for a resource on this issue.
Turkish Origin Migrants and Their Descendants: Hyphenated Identities in Transnational Space (Identities and Modernities in Europe)
by Ayhan KayaThis book analyses Muslim-origin immigrant communities in Europe, and the problematic nature of their labelling by both their home and host countries. The author challenges the ways in which both sending and receiving countries encapsulate these migrants within the religiously defined closed box of “Muslim” and/or “Islam”. Transcending binary oppositions of East and West, European and Muslim, local and newcomer, Kaya presents the multiple identities of Muslim-origin immigrants by interrogating the third space paradigm.Turkish Origin Migrants and Their Descendants analyses the complexity of the hyphenated identities of the Turkish-origin community with their intricate religious, ethnic, cultural, ideological and personal elements. This insight into the life-worlds of transnational individuals and local communities will be of interest to students and scholars of the social sciences, migration studies, and political science, especially those concerned with Islamization of radicalism, populism, and Islamophobia in a European context.
Multiscale Forecasting Models
by Lida Mercedes Barba MaggiThis book presents two new decomposition methods to decompose a time series in intrinsic components of low and high frequencies. The methods are based on Singular Value Decomposition (SVD) of a Hankel matrix (HSVD). The proposed decomposition is used to improve the accuracy of linear and nonlinear auto-regressive models. Linear Auto-regressive models (AR, ARMA and ARIMA) and Auto-regressive Neural Networks (ANNs) have been found insufficient because of the highly complicated nature of some time series. Hybrid models are a recent solution to deal with non-stationary processes which combine pre-processing techniques with conventional forecasters, some pre-processing techniques broadly implemented are Singular Spectrum Analysis (SSA) and Stationary Wavelet Transform (SWT). Although the flexibility of SSA and SWT allows their usage in a wide range of forecast problems, there is a lack of standard methods to select their parameters. The proposed decomposition HSVD and Multilevel SVD are described in detail through time series coming from the transport and fishery sectors. Further, for comparison purposes, it is evaluated the forecast accuracy reached by SSA and SWT, both jointly with AR-based models and ANNs.
Machine Learning: A Practical Approach on the Statistical Learning Theory
by Rodrigo Fernandes de Mello Moacir Antonelli PontiThis book presents the Statistical Learning Theory in a detailed and easy to understand way, by using practical examples, algorithms and source codes. It can be used as a textbook in graduation or undergraduation courses, for self-learners, or as reference with respect to the main theoretical concepts of Machine Learning. Fundamental concepts of Linear Algebra and Optimization applied to Machine Learning are provided, as well as source codes in R, making the book as self-contained as possible.It starts with an introduction to Machine Learning concepts and algorithms such as the Perceptron, Multilayer Perceptron and the Distance-Weighted Nearest Neighbors with examples, in order to provide the necessary foundation so the reader is able to understand the Bias-Variance Dilemma, which is the central point of the Statistical Learning Theory.Afterwards, we introduce all assumptions and formalize the Statistical Learning Theory, allowing the practical study of different classification algorithms. Then, we proceed with concentration inequalities until arriving to the Generalization and the Large-Margin bounds, providing the main motivations for the Support Vector Machines. From that, we introduce all necessary optimization concepts related to the implementation of Support Vector Machines. To provide a next stage of development, the book finishes with a discussion on SVM kernels as a way and motivation to study data spaces and improve classification results.
The Collaborative Era in Science: Governing The Network (Palgrave Advances In The Economics Of Innovation And Technology Ser.)
by Caroline S. WagnerIn recent years a global network of science has emerged as a result of thousands of individual scientists seeking to collaborate with colleagues around the world, creating a network which rises above national systems. The globalization of science is part of the underlying shift in knowledge creation generally: the collaborative era in science. Over the past decade, the growth in the amount of knowledge and the speed at which it is available has created a fundamental shift—where data, information, and knowledge were once scarce resources, they are now abundantly available. Collaboration, openness, customer- or problem-focused research and development, altruism, and reciprocity are notable features of abundance, and they create challenges that economists have not yet studied. This book defines the collaborative era, describes how it came to be, reveals its internal dynamics, and demonstrates how real-world practitioners are changing to take advantage of it. Most importantly, the book lays out a guide for policymakers and entrepreneurs as they shift perspectives to take advantage of the collaborative era in order to create social and economic welfare.
Thermal Transport in Semiconductors: First Principles and Phonon Hydrodynamics (Springer Theses)
by Pol Torres AlvarezStarting from a broad overview of heat transport based on the Boltzmann Transport Equation, this book presents a comprehensive analysis of heat transport in bulk and nanomaterials based on a kinetic-collective model (KCM). This has become key to understanding the field of thermal transport in semiconductors, and represents an important stride. The book describes how heat transport becomes hydrodynamic at the nanoscale, propagating very much like a viscous fluid and manifesting vorticity and friction-like behavior. It introduces a generalization of Fourier’s law including a hydrodynamic term based on collective behavior in the phonon ensemble. This approach makes it possible to describe in a unifying way recent experiments that had to resort to unphysical assumptions in order to uphold the validity of Fourier’s law, demonstrating that hydrodynamic heat transport is a pervasive type of behavior in semiconductors at reduced scales.
Experience and Learning in Corporate Acquisitions: Theoretical Approaches, Research Themes and Implications
by Ilaria GalavottiThis book analyses mergers and acquisitions within the broader framework of strategic decisions. Existing studies on corporate acquisitions have produced a variegated and inconclusive spectrum of findings on the strategic mechanisms that contribute to value creation. By building on the widespread recognition that firms substantially differ in their ability to carry out successful acquisitions, this book focuses on the diverse effects of experiential learning. A unique systematic literature review is provided, which thematically highlights the connections between various streams of research. The author aims to systematise our knowledge on experience and learning dynamics in corporate acquisitions, providing a detailed analysis of conceptual implications and presenting potential avenues for future exploration.
Multisensory Packaging: Designing New Product Experiences
by Charles Spence Carlos VelascoThis edited collection presents state-of-the-art reviews of the latest developments in multisensory packaging design. Bringing together leading researchers and practitioners working in the field, the contributions consider how our growing understanding of the human senses, as well as new technologies, will transform the way in which we design, interact with, and experience food and beverage, home and personal care, and fast-moving consumer products packaging. Spanning all of the senses from colour meaning, imagery and font, touch and sonic packaging, a new framework for multisensory packaging analysis is outlined. Including a number of case studies and examples, this book provides both practical application and theoretical discussion to appeal to students, researchers, and practitioners alike.
The Geography of South Africa: Contemporary Changes And New Directions (World Regional Geography Book Series)
by Jasper Knight Christian M. RogersonThis edited collection examines contemporary directions in geographical research on South Africa. It encompasses a cross section of selected themes of critical importance not only to the discipline of Geography in South Africa, but also of relevance to other areas of the Global South. All chapters are original contributions, providing a state of the art research baseline on key themes in physical, human and environmental geography, and in understanding the changing geographical landscapes of modern South Africa. These contributions set the scene for an understanding of the relationships between modern South Africa and the wider contemporary world, including issues of sustainable development and growth in the Global South.
Selection and Recruitment in the Healthcare Professions: Research, Theory and Practice
by Fiona Patterson Lara ZibarrasHow we recruit future healthcare professionals is critically important, as the demand for high quality healthcare increases across the globe. This book questions what the evidence tells us about how best to select those most suited to a career in healthcare, ensuring that the approaches used are relevant and fair to all who apply.The editors of this collection take a comprehensive look at the latest research surrounding recruitment and selection into healthcare roles. Each chapter is authored by leading experts and, using international case material, the practical implications for workforce policy are explored. They review the key stages in designing effective selection systems and discuss how best to evaluate the quality of selection processes. Evidence from role analysis studies as well as the effectiveness of different selection methods including aptitude and situational judgment tests, personality assessment and interviews are examined. Chapters also cover approaches to student selection and recruitment for postgraduate trainees through to senior appointments. Finally they highlight contemporary issues in recruitment, including the use of technology, selecting for values, candidate perceptions, coaching issues and how best to promote diversity and widening access.
Bioinformatics Research and Applications: 14th International Symposium, ISBRA 2018, Beijing, China, June 8-11, 2018, Proceedings (Lecture Notes in Computer Science #10847)
by Pavel Skums Zhipeng Cai Fa Zhang Shihua ZhangThis book constitutes the proceedings of the 14th International Conference on Bioinformatics Research and Applications, ISBRA 2018, held in Beijing, China, in June 2018.The 24 full and 10 short papers presented in this volume were carefully reviewed and selected from a total of 138 submissions. They were organized in topical sections named: network analysis and modelling; genomic data analysis; cancer data analysis; structure and interaction; HPC and CryoEM; machine and deep learning; data analysis and methodology; analysis and visualization tools; and RNA-Seq data analysis.
Smart Grid and Innovative Frontiers in Telecommunications: Third International Conference, SmartGIFT 2018, Auckland, New Zealand, April 23-24, 2018, Proceedings (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering #245)
by Peter Han Chong Boon-Chong Seet Michael Chai Saeed Ur RehmanThis book constitutes the proceedings of the Third International Conference on Smart Grid and Innovative Frontiers in Telecommunications, SmartGIFT, held in Auckland, New Zealand, in April 2018. The 28 revised full papers presented were carefully reviewed and selected from 44 submissions. They focus on smart grid as the next generation of electrical grid, which will enable the smart integration of conventional, renewable and distributed power generation, energy storage, transmission and distribution, and demand management. The benefits of smart grid include enhanced reliability and resilience, higher intelligence and optimized control, decentralized operation, higher operational efficiency, more efficient demand management, and better power quality.
Technological Transformation in the Global Pulp and Paper Industry 1800–2018: Comparative Perspectives (World Forests #23)
by Timo Särkkä Miquel Gutiérrez-Poch Mark KuhlbergThis contributed volume provides 11 illustrative case studies of technological transformation in the global pulp and paper industry from the inception of mechanical papermaking in early nineteenth century Europe until its recent developments in today’s business environment with rapidly changing market dynamics and consumer behaviour. It deals with the relationships between technology transfer, technology leadership, raw material dependence, and product variety on a global scale. The study itemises the main drivers in technology transfer that affected this process, including the availability of technology, knowledge, investments and raw materials on the one hand, and demand characteristics on the other hand, within regional, national and transnational organisational frameworks.The volume is intended as a basic introduction to the history of papermaking technology, and it is aimed at students and teachers as course material and as a handbook for professionals working in either industry, research centres or universities. It caters to graduate audiences in forestry, business, technical sciences, and history.
Cloud Computing and Service Science: 7th International Conference, CLOSER 2017, Porto, Portugal, April 24–26, 2017, Revised Selected Papers (Communications in Computer and Information Science #864)
by Donald Ferguson Víctor Méndez Muñoz Jorge Cardoso Markus Helfert Claus PahlThis book constitutes extended, revised and selected papers from the 7th Ith International Conference on Cloud Computing and Service Science, CLOSER 2017, held in Porto, Portugal, in April 2017. The 16 papers presented in this volume were carefully reviewed and selected from a total of 123 submissions. CLOSER 2017 focused on the emerging area of Cloud Computing, inspired by some latest advances that concern the infrastructure, operations and available services throughout the global network.
Out-of-Equilibrium Physics of Correlated Electron Systems (Springer Series in Solid-State Sciences #191)
by Roberta Citro Ferdinando ManciniThis book is a wide-ranging survey of the physics of out-of-equilibrium systems of correlated electrons, ranging from the theoretical, to the numerical, computational and experimental aspects. It starts from basic approaches to non-equilibrium physics, such as the mean-field approach, then proceeds to more advanced methods, such as dynamical mean-field theory and master equation approaches. Lastly, it offers a comprehensive overview of the latest advances in experimental investigations of complex quantum materials by means of ultrafast spectroscopy.
Spectroscopy of Semiconductors: Numerical Analysis Bridging Quantum Mechanics And Experiments (Springer Series in Optical Sciences #215)
by Wei Lu Ying FuThe science and technology related to semiconductors have received significant attention for applications in various fields including microelectronics, nanophotonics, and biotechnologies. Understanding of semiconductors has advanced to such a level that we are now able to design novel system complexes before we go for the proof-of-principle experimental demonstration.This book explains the experimental setups for optical spectral analysis of semiconductors and describes the experimental methods and the basic quantum mechanical principles underlying the fast-developing nanotechnology for semiconductors. Further, it uses numerous case studies with detailed theoretical discussions and calculations to demonstrate the data analysis. Covering structures ranging from bulk to the nanoscale, it examines applications in the semiconductor industry and biomedicine. Starting from the most basic physics of geometric optics, wave optics, quantum mechanics, solid-state physics, it provides a self-contained resource on the subject for university undergraduates. The book can be further used as a toolbox for researching and developing semiconductor nanotechnology based on spectroscopy.
What Does it Mean to be Human? Life, Death, Personhood and the Transhumanist Movement (Anticipation Science #3)
by D. John DoyleThis book is a critical examination of the philosophical and moral issues in relation to human enhancement and the various related medical developments that are now rapidly moving from the laboratory into the clinical realm. In the book, the author critically examines technologies such as genetic engineering, neural implants, pharmacologic enhancement, and cryonic suspension from transhumanist and bioconservative positions, focusing primarily on moral issues and what it means to be a human in a setting where technological interventions sometimes impact strongly on our humanity. The author also introduces the notion that death is a process rather than an event, as well as identifies philosophical and clinical limitations in the contemporary determination of brain death as a precursor to organ procurement for transplantation. The discussion on what exactly it means to be dead is later applied to explore philosophical and clinical issues germane to the cryonics movement. Written by a physician/ scientist and heavily referenced to the peer-reviewed medical and scientific literature, the book is aimed at advanced students and academics but should be readable by any intelligent reader willing to carry out some side-reading. No prior knowledge of moral philosophy is assumed, as the various key approaches to moral philosophy are outlined early in the book.
Advances in Usability, User Experience and Assistive Technology: Proceedings of the AHFE 2018 International Conferences on Usability & User Experience and Human Factors and Assistive Technology, Held on July 21–25, 2018, in Loews Sapphire Falls Resort at Universal Studios, Orlando, Florida, USA (Advances in Intelligent Systems and Computing #794)
by Christianne Falcão Tareq Z. AhramThis book focuses on emerging issues in usability, interface design, human–computer interaction, user experience and assistive technology. It highlights research aimed at understanding human interaction with products, services and systems, and focuses on finding effective approaches for improving user experience. It also discusses key issues in designing and providing assistive devices and services to individuals with disabilities or impairment, to assist mobility, communication, positioning, environmental control and daily living. The book covers modelling as well as innovative design concepts, with a special emphasis on user-centered design, and design for specific populations, particularly the elderly. Virtual reality, digital environments, heuristic evaluation and forms of device interface feedback of (e.g. visual and haptic) are also among the topics covered. Based on the AHFE 2018 Conference on Usability & User Experience and the AHFE 2018 Conference on Human Factors and Assistive Technology, held on July 21–25, 2018, in Orlando, Florida, USA, this book reports on cutting-edge findings, research methods and user-centred evaluation approaches.
Advances in Affective and Pleasurable Design: Proceedings of the AHFE 2018 International Conference on Affective and Pleasurable Design, July 21-25, 2018, Loews Sapphire Falls Resort at Universal Studios, Orlando, Florida, USA (Advances in Intelligent Systems and Computing #774)
by Shuichi FukudaThis book discusses the latest advances in affective and pleasurable design. Further, it reports on important theoretical and practical issues, covering a wealth of topics including aesthetics in product and system design, design-driven innovation, affective computing, evaluation tools for emotion, Kansei engineering for products and services, and many more. Based on the AHFE 2018 International Conference on Affective and Pleasurable Design, held on July 21–25, 2018, in Orlando, Florida, USA, the book provides a timely survey and inspiring guide for all researchers and professionals involved in design, e.g. industrial designers, emotion designers, ethnographers, human–computer interaction researchers, human factors engineers, interaction designers, mobile product designers, and vehicle system designers.