This book provides a comprehensive theory of mono- and multi-fractal traffic, including the basics of long-range dependent time series and 1/f noise, ergodicity and predictability of traffic, traffic modeling and simulation, stationarity tests of traffic, traffic measurement and the anomaly detection of traffic in communications networks. Proving that mono-fractal LRD time series is ergodic, the book exhibits that LRD traffic is stationary. The author shows that the stationarity of multi-fractal traffic relies on observation time scales, and proposes multi-fractional generalized Cauchy processes and modified multi-fractional Gaussian noise. The book also establishes a set of guidelines for determining the record length of traffic in measurement. Moreover, it presents an approach of traffic simulation, as well as the anomaly detection of traffic under distributed-denial-of service attacks. Scholars and graduates studying network traffic in computer science will find the book beneficial.

Introduces a new convolution representation of a fractional derivative and the classification of fractional vibrations Proposes equivalent motion equations of six classes of fractional vibrators Establishes a mathematical explanation of the Rayleigh damping assumption Sets up a method for the record length requirement of ocean surface waves Proposes an optimal controller of irregular wave maker

This book aims to increase the visibility of data science in real-world, which differs from what you learn from a typical textbook. Many aspects of day-to-day data science work are almost absent from conventional statistics, machine learning, and data science curriculum. Yet these activities account for a considerable share of the time and effort for data professionals in the industry. Based on industry experience, this book outlines real-world scenarios and discusses pitfalls that data science practitioners should avoid. It also covers the big data cloud platform and the art of data science, such as soft skills. The authors use R as the primary tool and provide code for both R and Python. This book is for readers who want to explore possible career paths and eventually become data scientists. This book comprehensively introduces various data science fields, soft and programming skills in data science projects, and potential career paths. Traditional data-related practitioners such as statisticians, business analysts, and data analysts will find this book helpful in expanding their skills for future data science careers. Undergraduate and graduate students from analytics-related areas will find this book beneficial to learn real-world data science applications. Non-mathematical readers will appreciate the reproducibility of the companion R and python codes. Key Features: * It covers both technical and soft skills. * It has a chapter dedicated to the big data cloud environment. For industry applications, the practice of data science is often in such an environment. * It is hands-on. We provide the data and repeatable R and Python code in notebooks. Readers can repeat the analysis in the book using the data and code provided. We also suggest that readers modify the notebook to perform analyses with their data and problems, if possible. The best way to learn data science is to do it!

Advances in Measurement Technology, Disaster Prevention and Mitigation collects papers resulting from the conference on Measurement Technology, Disaster Prevention and Mitigation (MTDPM 2022), Zhengzhou, China, 27-29 May, 2022. The primary goal is to promote research and developmental activities in measurement, disaster prevention and mitigation, and another goal is to promote scientific information interchange between scholars from the top universities, business associations, research centers and high-tech enterprises working all around the world. The conference conducts in-depth exchanges and discussions on relevant topics such as measurement, disaster prevention and mitigation, aiming to provide an academic and technical communication platform for scholars and engineers engaged in scientific research and engineering practice in the field of measurement application, measurement in civil engineering and disaster reduction. By sharing the research status of scientific research achievements and cutting-edge technologies, it helps scholars and engineers all over the world comprehend the academic development trend and broaden research ideas. So as to strengthen international academic research, academic topics exchange and discussion, and promote the industrialization cooperation of academic achievements.

This book aims to increase the visibility of data science in real-world, which differs from what you learn from a typical textbook. Many aspects of day-to-day data science work are almost absent from conventional statistics, machine learning, and data science curriculum. Yet these activities account for a considerable share of the time and effort for data professionals in the industry. Based on industry experience, this book outlines real-world scenarios and discusses pitfalls that data science practitioners should avoid. It also covers the big data cloud platform and the art of data science, such as soft skills. The authors use R as the primary tool and provide code for both R and Python. This book is for readers who want to explore possible career paths and eventually become data scientists. This book comprehensively introduces various data science fields, soft and programming skills in data science projects, and potential career paths. Traditional data-related practitioners such as statisticians, business analysts, and data analysts will find this book helpful in expanding their skills for future data science careers. Undergraduate and graduate students from analytics-related areas will find this book beneficial to learn real-world data science applications. Non-mathematical readers will appreciate the reproducibility of the companion R and python codes. Key Features: * It covers both technical and soft skills. * It has a chapter dedicated to the big data cloud environment. For industry applications, the practice of data science is often in such an environment. * It is hands-on. We provide the data and repeatable R and Python code in notebooks. Readers can repeat the analysis in the book using the data and code provided. We also suggest that readers modify the notebook to perform analyses with their data and problems, if possible. The best way to learn data science is to do it!

* Network traffic is a type of fractal time series, attracting the interests of not only computer scientists but the scientists from various fields, ranging from statistics to engineering * Innovatively presents a traffic bound named by the author * Further proves the existing identity in min-plus convolution system and the computation formula of the identity

In recent decades, Chinese cities have experienced profound social, economic and spatial transformations. In particular, Chinese cities have witnessed the largest housing boom in history and unprecedented housing privatization. China now is a country of homeowners, with more than 70 per cent of urban residents owning homes, higher than many developed countries. This book shows how China's spectacular housing success is not shared by all social groups, with rapidly rising housing inequality, and residential segregation increasingly prevalent in previously homogeneous Chinese cities. It focuses on the two extremes of the residential landscape, and reveals the stark contrast between low-income households who live in shacks in so-called 'urban villages' and the nouveaux riches who live in exclusive gated villa communities. Over four parts, the contributors look at the degree to which inequality affects Chinese cities, and the extent of residential differentiation; housing for the urban poor, and in particular, housing for migrants from rural China; housing for the rapidly expanding Chinese middle class and the new rich; and finally, governance in residential neighbourhoods. Housing Inequality in Chinese Cities presents theoretically informed and empirically grounded research into the polarized residential landscape in Chinese cities, and as such will be of great interest to students and scholars of Chinese studies, urban geography, urban sociology, and urban studies.

This book provides an up-to-date guide, for a variety of professionals, on how a range of conditions might impact upon children and young people. It focuses on children's and young people's response to their parent's condition and the challenges in parenting.

This volume continues to advance both global leadership research and practice by bridging and integrating conceptual, empirical and practitioner perspectives to provide a deeper understanding of this rapidly growing field of study. Part I presents innovative foundational research on global leadership processes, systematic bibliometric literature reviews, and a holistic approach to talent selection. Part II, the Practitioner's Corner, contains papers submitted in response to our call for global leadership development in university settings. The editors conclude with directions for future research as well as benchmarks for university global leadership programs and study abroad initiatives.This volume is a wonderful primer for anyone tasked with designing and assessing global leadership development programs for students. The Advances in Global Leadership series, with its finger firmly on the pulse of this exciting field, is a must-read book for scholars and practitioners alike.

Volume 10 of Advances in Global Leadership continues to advance both global leadership research and practice by bridging and integrating conceptual and practitioner perspectives to provide a deeper understanding of this rapidly growing field of study. This volume contains both innovative foundational research on global leadership processes and new models to advance theoretical work. The 'Practitioner's Corner' section of the volume contains lessons from three experts with decades of experience in developing global leaders from both business and non-profits. This volume also provides detailed descriptions of ground-breaking university global leadership development programs. As always, the editors conclude the volume with an overview of the current state of the field and a summary of the key research needs and directions to guide future scholarship.

Volume 8 of Advances in Global Leadership includes timely and impactful chapters on various concepts and processes associated with leading across cultures and other boundaries. In these times of accelerating complexity and global inter-connectedness, a deeper understanding of the multiple contextual, organizational, and individual variables and processes associated with effective international leadership is ever more important. This volume, drawing on authors from many different cultures and contexts, contributes to bridging and integrating conceptual and practitioner perspectives in pursuing this deeper understanding.

Volume 7 of "Advances in Global Leadership" includes timely and impactful chapters on various concepts and processes associated with leading across cultures and other boundaries. In these times of accelerating complexity and global inter-connectedness, a deeper understanding of the multiple contextual, organizational, and individual variables and processes associated effective international leadership is ever more important. This Volume, drawing on authors from many different cultures and contexts, contributes to bridging and integrating conceptual and practitioner perspectives in pursuing this deeper understanding.

Volume 6 of "Advances in Global Leadership" includes timely and impactful chapters on various concepts and processes associated with leading across cultures and other boundaries. In these times of accelerating complexity and global inter-connectedness, a deeper understanding of the multiple contextual, organizational, and individual variables and processes associated effective international leadership is ever more important. This Volume, drawing on authors from many different cultures and contexts, contributes to bridging and integrating conceptual and practitioner perspectives in pursuing this deeper understanding. Volume 6 includes chapters on: global mindset; leading innovation across cultures; virtual team leadership; leading sustainability; leader and expert selection; organizational culture across cultures and contexts; the future of corporate leadership development processes and practices; proactive leadership; and, coaching. Academics, management and leadership development professionals, consultants, coaches, leaders and would-be-leaders will be informed by the chapters in this Volume.

One of the first major theoretical reviews of schizophrenia since the publication of the 5th edition of the APA's Diagnostic and Statistical Manual, the DSM-5, this volume is a landmark in the history of schizophrenia research. It assembles recent groundbreaking developments in research on schizophrenia and reaffirms its central place in the mental health research agenda. Significantly, this volume reflects the paradigmatic shift in schizophrenia research applied in parallel to new approaches in psychiatric diagnosis. New models and findings from across disciplines in recent years reflect a new and greater understanding of the workings of the brain, which, in turn, helps develop our knowledge of the neuro and psychological processes in schizophrenia. Consequently, this volume illustrates a historical convergence of psychology, psychopathology and the neurosciences in schizophrenia. World-renowned leaders of the schizophrenia research community in fields such as neuroscience, p sychiatry, neuropsychology, and clinical psychology offer clear suggestions for further advances in psychological and medical interventions, assessment, prevention strategies, and research. And in keeping with other titles in the Nebraska Symposium on Motivation series, these papers are noteworthy for their depth of detail, scientific rigor, and clinical relevance. Included among the topics: Cognitive organization as a dimension of individual differences and psychopathology. Neurodevelopmental genomic strategies in the study of the psychosis spectrum. Multimodal brain and behavior indices of psychosis risk. The NIMH Research Domain Criteria Project: new approaches to classifying psychotic spectrum disorders. The Neuropsychopathology of Schizophrenia is one of the most forward-thinking and engaging treatments of the field in recent years, and is an i ndispensable text for all researchers, academics, and clinicians who treat or study mental illness, especially psychiatrists, psychologists, mental health practitioners, and neuroscientists specializing in schizophrenia.

This book focuses on the latest developments in detonation engines for aerospace propulsion, with a focus on the rotating detonation engine (RDE). State-of-the-art research contributions are collected from international leading researchers devoted to the pursuit of controllable detonations for practical detonation propulsion. A system-level design of novel detonation engines, performance analysis, and advanced experimental and numerical methods are covered. In addition, the world's first successful sled demonstration of a rocket rotating detonation engine system and innovations in the development of a kilohertz pulse detonation engine (PDE) system are reported. Readers will obtain, in a straightforward manner, an understanding of the RDE & PDE design, operation and testing approaches, and further specific integration schemes for diverse applications such as rockets for space propulsion and turbojet/ramjet engines for air-breathing propulsion. Detonation Control for Propulsion: Pulse Detonation and Rotating Detonation Engines provides, with its comprehensive coverage from fundamental detonation science to practical research engineering techniques, a wealth of information for scientists in the field of combustion and propulsion. The volume can also serve as a reference text for faculty and graduate students and interested in shock waves, combustion and propulsion.

The urgency of a deeper understanding of the nature and development of leaders who can be effective across multiple contexts and national boundaries has never been more apparent. "The Advances in Global Leadership Series" seeks to contribute to this understanding by presenting original papers by academics, practitioners and consultants actively engaged in global leadership from multiple perspectives. Volume 5 of this series includes chapters on: personality, leadership and globalization; the roles of international experience, experiential learning, and cultural intelligence in developing global leaders; an integrative framework for assessing, coaching and developing global leaders; developing balanced global leadership teams; leadership in strategic alliances; leadership in the Mid-East, Korea and Europe; leadership and environmental scanning; and, ethical leadership. Authors of this title come from China, Ireland, Korea, Singapore, U.K. and USA.

T-type calcium channels are prevalent in every organ of the body, and are believed to play a part in a variety of physiological processes, including contraction, shape change, secretion, endo- and exocytosis, cell proliferation and differentiation, modulation of enzyme function, and cell cycle progression. As such, research on the roles of these channels in a wide range of diseases has attracted increasing attention in recent years. The purpose of this book is to present a series of unique and comprehensive reviews of our current understanding of T-type calcium channels at the level of the basic sciences as well as the clinical sciences. For key organ systems, information is provided on the correlation between the molecular, biophysical and pharmacological properties of the channels, their cellular mechanisms, and their potential roles in the pathogenesis of various diseases. The compilation presents both commonplace and less well-known findings on these channels in a format designed to appeal to both casual readers and specialists in basic and clinical research on these transporters.

One of the first major theoretical reviews of schizophrenia since the publication of the 5th edition of the APA's Diagnostic and Statistical Manual, the DSM-5, this volume is a landmark in the history of schizophrenia research. It assembles recent groundbreaking developments in research on schizophrenia and reaffirms its central place in the mental health research agenda. Significantly, this volume reflects the paradigmatic shift in schizophrenia research applied in parallel to new approaches in psychiatric diagnosis. New models and findings from across disciplines in recent years reflect a new and greater understanding of the workings of the brain, which, in turn, helps develop our knowledge of the neuro and psychological processes in schizophrenia. Consequently, this volume illustrates a historical convergence of psychology, psychopathology and the neurosciences in schizophrenia. World-renowned leaders of the schizophrenia research community in fields such as neuroscience, p sychiatry, neuropsychology, and clinical psychology offer clear suggestions for further advances in psychological and medical interventions, assessment, prevention strategies, and research. And in keeping with other titles in the Nebraska Symposium on Motivation series, these papers are noteworthy for their depth of detail, scientific rigor, and clinical relevance. Included among the topics: Cognitive organization as a dimension of individual differences and psychopathology. Neurodevelopmental genomic strategies in the study of the psychosis spectrum. Multimodal brain and behavior indices of psychosis risk. The NIMH Research Domain Criteria Project: new approaches to classifying psychotic spectrum disorders. The Neuropsychopathology of Schizophrenia is one of the most forward-thinking and engaging treatments of the field in recent years, and is an i ndispensable text for all researchers, academics, and clinicians who treat or study mental illness, especially psychiatrists, psychologists, mental health practitioners, and neuroscientists specializing in schizophrenia.

This SpringerBrief focuses on spectrum trading designs in multi-hop cognitive radio networks. It starts with the motivation for spectrum trading and the review of existing spectrum trading designs. Then, it presents a novel CRN architecture for spectrum trading considering spectrum trading's economic features and wireless nature. Under this network architecture, it extends current single-hop per-user based spectrum trading design into a multi-hop transmission opportunity based one, and further into a session based one, while having economic properties guaranteed. This SpringerBrief not only provides a good review of current spectrum trading designs, it also touches on the cutting-edge interdisciplinary spectrum trading research on disparate fields of modeling, network architecture design, optimization theories, statistics, and economic theories. Advanced-level students studying computer science, electrical and computer engineering and economics, wireless network planners, and wireless spectrum engineers will find this book a useful tool.

T-type calcium channels are prevalent in every organ of the body, and are believed to play a part in a variety of physiological processes, including contraction, shape change, secretion, endo- and exocytosis, cell proliferation and differentiation, modulation of enzyme function, and cell cycle progression. As such, research on the roles of these channels in a wide range of diseases has attracted increasing attention in recent years. The purpose of this book is to present a series of unique and comprehensive reviews of our current understanding of T-type calcium channels at the level of the basic sciences as well as the clinical sciences. For key organ systems, information is provided on the correlation between the molecular, biophysical and pharmacological properties of the channels, their cellular mechanisms, and their potential roles in the pathogenesis of various diseases. The compilation presents both commonplace and less well-known findings on these channels in a format designed to appeal to both casual readers and specialists in basic and clinical research on these transporters.

"The book is outstanding and admirable in many respects. ... is necessary reading for all kinds of readers from undergraduate students to top authorities in the field." Journal of Symbolic Logic Written by two experts in the field, this is the only comprehensive and unified treatment of the central ideas and applications of Kolmogorov complexity. The book presents a thorough treatment of the subject with a wide range of illustrative applications. Such applications include the randomness of finite objects or infinite sequences, Martin-Loef tests for randomness, information theory, computational learning theory, the complexity of algorithms, and the thermodynamics of computing. It will be ideal for advanced undergraduate students, graduate students, and researchers in computer science, mathematics, cognitive sciences, philosophy, artificial intelligence, statistics, and physics. The book is self-contained in that it contains the basic requirements from mathematics and computer science. Included are also numerous problem sets, comments, source references, and hints to solutions of problems. New topics in this edition include Omega numbers, Kolmogorov-Loveland randomness, universal learning, communication complexity, Kolmogorov's random graphs, time-limited universal distribution, Shannon information and others.

In recent decades, Chinese cities have experienced profound social, economic and spatial transformations. In particular, Chinese cities have witnessed the largest housing boom in history and unprecedented housing privatization. China now is a country of homeowners, with more than 70 per cent of urban residents owning homes, higher than many developed countries. This book shows how China's spectacular housing success is not shared by all social groups, with rapidly rising housing inequality, and residential segregation increasingly prevalent in previously homogeneous Chinese cities. It focuses on the two extremes of the residential landscape, and reveals the stark contrast between low-income households who live in shacks in so-called 'urban villages' and the nouveaux riches who live in exclusive gated villa communities. Over four parts, the contributors look at the degree to which inequality affects Chinese cities, and the extent of residential differentiation; housing for the urban poor, and in particular, housing for migrants from rural China; housing for the rapidly expanding Chinese middle class and the new rich; and finally, governance in residential neighbourhoods. Housing Inequality in Chinese Cities presents theoretically informed and empirically grounded research into the polarized residential landscape in Chinese cities, and as such will be of great interest to students and scholars of Chinese studies, urban geography, urban sociology, and urban studies.

This book constitutes the proceedings of the 10th IFIP International Conference on Network and Parallel Computing, NPC 2013, held in Guiyang, China, in September 2013. The 34 papers presented in this volume were carefully reviewed and selected from 109 submissions. They are organized in topical sections named: parallel programming and algorithms; cloud resource management; parallel architectures; multi-core computing and GPU; and miscellaneous.

This book constitutes the refereed proceedings of the 8th International Workshop on Algorithmic Learning Theory, ALT'97, held in Sendai, Japan, in October 1997.
The volume presents 26 revised full papers selected from 42 submissions. Also included are three invited papers by leading researchers. Among the topics addressed are PAC learning, learning algorithms, inductive learning, inductive inference, learning from examples, game-theoretical aspects, decision procedures, language learning, neural algorithms, and various other aspects of computational learning theory.