Bücher veröffentlicht von Springer International Publishing

In this monograph, for elliptic systems with block structure in the upper half-space and t-independent coefficients, the authors settle the study of boundary value problems by proving compatible well-posedness of Dirichlet, regularity and Neumann problems in optimal ranges of exponents. Prior to this work, only the two-dimensional situation was fully understood. In higher dimensions, partial results for existence in smaller ranges of exponents and for a subclass of such systems had been established. The presented uniqueness results are completely new, and the authors also elucidate optimal ranges for problems with fractional regularity data.The first part of the monograph, which can be read independently, provides optimal ranges of exponents for functional calculus and adapted Hardy spaces for the associated boundary operator. Methods use and improve, with new results, all the machinery developed over the last two decades to study such problems: the Kato square root estimates and Riesz transforms, Hardy spaces associated to operators, off-diagonal estimates, non-tangential estimates and square functions, and abstract layer potentials to replace fundamental solutions in the absence of local regularity of solutions.

Over the last two decades, the field of public administration has witnessed theoretical and practical changes that have innovated the relationships between public administration and performance management.Dealing with the rising complexity of performance regimes in contemporary public administration requires that policy-makers and their organizations are able to face unpredictable problems impacting on a community's quality of life. Complex policy issues - such as immigration, pandemics, societal aging, crime, unemployment, and financial crises  - cannot be easily solved by quick fixes that are focused only on a short-term and bounded vision of their causes. They rather require "e;robust"e; methods to support policy analysis and to affect sustainable community outcomes in cross-boundary settings.As illustrated in this book, Dynamic Performance Management provides a methodological framework enabling policy-makers to outline the causal relationships among policy outcomes, performance drivers, and related strategic resources. Such a modeling approach helps stakeholders to broaden the investigated system boundaries so to balance short- and long-term performance under different result domains.This approach blends performance management and System Dynamics modeling. Several examples and case studies are discussed to enable scholars and practitioners to appreciate the practical implications related to the use of such an approach.

This book explores Turkey¿s complicated relationship to modernity and its status within the new global order by tracing the ambivalent ways in which tära (the provinces) is constituted in contemporary Turkish cinema and literature. Connoting much more than its immediate spatial meaning as those places outside of the center(s), tära is a way of naming what modernity decries as spatial peripherality, temporal belatedness, and cultural backwardness. It has functioned historically as a psychosocial repository for what Turkish modernity degrades and disavows, enabling a mapping of the predicaments and contradictions of Turkish modernization and national identity-constitution. Organized around tära as its central analytic and informed by postcolonial, psychoanalytical, and critical theory, the book examines the extent to which dominant codings of tära are affirmed and/or complicated in cinematic and literary narratives by award-winning filmmakers Nuri BilgeCeylan and Fatih Ak¿n and Nobel laureate Orhan Pamuk.

This handbook brings together diverse domains and technical competences of Model Based Systems Engineering (MBSE) into a single, comprehensive publication. It is intended for researchers, practitioners, and students/educators who require a wide-ranging and authoritative reference on MBSE with a multidisciplinary, global perspective. It is also meant for those who want to develop a sound understanding of the practice of systems engineering and MBSE, and/or who wish to teach both introductory and advanced graduate courses in systems engineering. It is specifically focused on individuals who want to understand what MBSE is, the deficiencies in current practice that MBSE overcomes, where and how it has been successfully applied, its benefits and payoffs, and how it is being deployed in different industries and across multiple applications. MBSE engineering practitioners and educators with expertise in different domains have contributed chapters that address various uses of MBSE and related technologies such as simulation and digital twin in the systems lifecycle. The introductory chapter reviews the current state of practice, discusses the genesis of MBSE and makes the business case. Subsequent chapters present the role of ontologies and meta-models in capturing system interdependencies, reasoning about system behavior with design and operational constraints; the use of formal modeling in system (model) verification and validation; ontology-enabled integration of systems and system-of-systems; digital twin-enabled model-based testing; system model design synthesis; model-based tradespace exploration; design for reuse; human-system integration; and role of simulation and Internet-of-Things (IoT) within MBSE.

This book deals with the role of emerging technologies such as remote sensing and GIS and artificial intelligence/machine learning in water supply, conservation and management for sustainable development. These are low-cost new technologies that address current challenges dealing with large data sets, such as identifying spatial and temporal variations in water quality parameters and contaminants, groundwater potential zones and water supply and management issues. This book is helpful to show the paths of reducing the burden of time and cost and is the alternative options for the conventional practices in water supply, conservation and management. Further, the outcomings of this book are helpful for policy makers, researchers and readers.

This book looks at the potential of sport to contribute to wide-ranging development outcomes, which have been recognized across international policy declarations, most significantly in the 2030 UN Agenda for Sustainable Development. It provides a theoretical approach to sport and development. It begins by addressing the basic concepts of sport development and sustainability and then discusses the potential contribution of sport to five prioritized SDGs (SDGs 3, 4, 5, 8 and 16) and the environment as one of the sustainable development pillars that may contribute to SDGs 6, 7, 11, 12, 13, 14 and 15. This academic resource provides a macro view to students and researchers of sports sciences to know more about the fundamental concepts of sustainable development goals, and to enhance their knowledge about sport as a conduit that can help achieve wider development outcomes rather than being an end in itself. This book is of interest to students and researchers of sports studies, from sociology to management, and researchers and policy makers interested in sport and sustainable development.

This book seeks to provide new perspectives, to broaden the field of philosophy of science, or to renew themes that have had a great impact on the profession. Thus, after an initial chapter to situate the current trends in philosophy of science and the prospective of the near future, it offers contributions in five thematic blocks: I) Philosophy of Medicine and Climate Change; II) Philosophy of Artificial Intelligence and the Internet; III) New Analyses of Probability and the Use of Mathematics in Practice; IV) Scientific Progress Revisited; and V) Scientific Realism and the Instrumentalist Alternative.Within this framework, the volume addresses such relevant issues as the methodological validity of medical evidence or decision making in situations of uncertainty; recent advances in Artificial Intelligence and the future of the Internet; current forms of empirically based methodological pluralism and new ways of understanding mathematics with scientific practice; and the revision of the approaches to scientific progress based on the experiences accumulated in recent decades.

Cyber security is the greatest risk faced by financial institutions today, a risk they have understood and managed for decades longer than is commonly understood. Ever since the major London banks purchased their first computers in the early 1960s, they have had to balance their dependence on those machines with the need to secure their operations and retain the trust of their customers.Technological change in the second half of the 20th century prompted British banks to reevaluate their function as trusted protectors of wealth. In the City of London, the capital's oldest area and historically its business and commerce hub, the colossal clearing banks employed newly commercialised electronic computers-the processing power of which could transform the highly clerical clearing and settlement process. What unfolded over the following three decades was a relentless modernisation drive. Revolutionising the way that banks and other financial institutions conducted business and interacted with each other and permanently altering the speed and scale at which the United Kingdom's financial sector functioned, this rapid modernisation thrust computer security into the consciousness of bank executives and their clients alike.Dependence on computers quickly grew, and the banks immediately realised the need to secure their new software and hardware. Focusing on the period 1960 to 1990, this book uses newly released and previously unexplored archival material to trace the origins of cyber security in the UK financial sector.Topics and features: Describes how institutions managed the evolving challenge of computer security in the second half of the 20th century Demonstrates continuity in banks' views of security through the prism of confidentiality, integrity and availability, and the concept of resilience Presents case studies of bank collaboration on computer security through creation of payment systems like SWIFT and CHAPS Outlines the shift from focusing on physical security measures to technical network-protection measures Explores the relationship between banks and the UK Government as bank operations became dependent on computer and network technology This work will be of value to students and academic researchers in the history of computing, financial history, and the history of intelligence and security, as well as the general reader interested in contemporary intelligence, cyber security, and finance.

This book is intended as an introduction to a versatile model for temporal data. It exhibits an original lattice structure on the space of chronicles and proposes new counting approach for multiple occurrences of chronicle occurrences. This book also proposes a new approach for frequent temporal pattern mining using pattern structures. This book was initiated by the work of Ch. Dousson in the 1990¿s. At that time, the prominent format was Temporal Constraint Networks for which the article by Richter, Meiri and Pearl is seminal.Chronicles do not conflict with temporal constraint networks, they are closely related. Not only do they share a similar graphical representation, they also have in common a notion of constraints in the timed succession of events. However, chronicles are definitely oriented towards fairly specific tasks in handling temporal data, by making explicit certain aspects of temporal data such as repetitions of an event. The notion of chronicle has been applied both for situation recognition and temporal sequence abstraction. The first challenge benefits from the simple but expressive formalism to specify temporal behavior to match in a temporal sequence. The second challenge aims to abstract a collection of sequences by chronicles with the objective to extract characteristic behaviors.This book targets researchers and students in computer science (from logic to data science). Engineers who would like to develop algorithms based on temporal models will also find this book useful.

Reverse mathematics studies the complexity of proving mathematical theorems and solving mathematical problems. Typical questions include: Can we prove this result without first proving that one? Can a computer solve this problem? A highly active part of mathematical logic and computability theory, the subject offers beautiful results as well as significant foundational insights.This text provides a modern treatment of reverse mathematics that combines computability theoretic reductions and proofs in formal arithmetic to measure the complexity of theorems and problems from all areas of mathematics. It includes detailed introductions to techniques from computable mathematics, Weihrauch style analysis, and other parts of computability that have become integral to research in the field. Topics and features:Provides a complete introduction to reverse mathematics, including necessary background from computability theory, second order arithmetic, forcing, induction, and model constructionOffers a comprehensive treatment of the reverse mathematics of combinatorics, including Ramsey's theorem, Hindman's theorem, and many other resultsProvides central results and methods from the past two decades, appearing in book form for the first time and including preservation techniques and applications of probabilistic argumentsIncludes a large number of exercises of varying levels of difficulty, supplementing each chapterThe text will be accessible to students with a standard first year course in mathematical logic. It will also be a useful reference for researchers in reverse mathematics, computability theory, proof theory, and related areas.Damir D. Dzhafarov is an Associate Professor of Mathematics at the University of Connecticut, CT, USA. Carl Mummert is a Professor of Computer and Information Technology at Marshall University, WV, USA.

This volume aims to raise awareness and stimulate research on how agricultural management could help to mitigate climate change impacts, and focuses on technical progressions and innovations in climate change mitigation and adaptation. It addresses new innovations in agricultural technology and management with the goal of balancing agricultural production and its associated climate effects in a sustainable manner. The major topics covered include crop and soil management, techniques and technologies for emission reduction, irrigation, land degradation, pest and disease management, farmers' perspectives, and climate-smart agriculture policy. The book is geared towards students, researchers, and professionals in the fields of environmental science, agriculture science, and climate change.

This practical book focuses on the most recent advances in natural cycle and minimal stimulation in vitro fertilization (IVF).The volume presents the steps that need to be followed to successfully perform these techniques and covers all aspects and competences involved.The book provides information on physiology of folliculogenesis, ovulation, oocytes and luteal phase and based on this information on clinical practice of stimulation, ovulation induction and inhibition, follicle aspiration and luteal phase support in natural cycle and minimal stimulation IVF. In addition costs, risks, success rates and several treatment protocols are provided.An overview of large European, Japanese and American programs and the discussion of clinical cases will complete the coverage of the topic.This practical and easy-to-use guide is a valuable resource for all clinicians performing any kind of IVF techniques.

This book is a timely examination of congressional oversight in the United States, serving as a definitive guide for scholars and political, legal, and media observers seeking to navigate contemporary conflicts between Congress and the White House. Author Daniel Epstein has spent his professional career as a lawyer serving all sides of the regulatory process: he ran investigations for Congress, defended the White House from congressional oversight, and represented individuals, nonprofit news organizations, and entrepreneurs in federal court to fight for regulatory transparency and fairness. Epstein uses historical and observational data to argue that the modern federal bureaucracy did not begin as a regulatory state but as an investigative state. The contemporary picture of Congress having empowered the bureaucracy to set policy through rules is a relatively recent development in the political development of administrative law. The book¿s novel econometric models and historical analyses force a shift in how legal scholars and judges understand delegation, congressional oversight, and agency investigations.

This book comprises chapters authored by experts who are professors and researchers in internationally recognized universities and research institutions. The book presents the results of research and descriptions of real-world systems, services, and technologies. Reading this book, researchers, professional practitioners, and graduate students will gain a clear vision on the state of the art of the research and real-world practice on system dependability and analytics.The book is published in honor of Professor Ravishankar K. Iyer, the George and Ann Fisher Distinguished Professor in the Department of Electrical and Computer Engineering at the University of Illinois at Urbana-Champaign (UIUC), Urbana, Illinois. Professor Iyer is ACM Fellow, IEEE Fellow, AAAS Fellow, and served as Interim Vice Chancellor of UIUC for research during 2008-2011. The book contains chapters written by many of his former students.

This book tells the story of Agent Orange, its usage and the policies that surround it. Agent Orange contains a contaminant known as TCDD. It was the most widely used defoliant from 1965 - 1970 and became one of three major tactical herbicides used in Vietnam. More than 45 major health studies were conducted with Vietnam veterans from the United States, Australia, New Zealand, and Korea seeking a relationship between veterans' health and TCDD. Allegations of birth defects in the families of Vietnam veterans and the Vietnamese represented a case study in propaganda and deliberate misinformation by the government of Vietnam. The Policies of the US Government implemented by Congress and the Department of Veterans Affairs (DVA) identified 17 recognized associated presumptive diseases that failed the tests of "e;cause and effect"e; and common sense. This book tells the story of Agent Orange, its usage, the health studies and those policies from a diverse range of perspectives, delving into science, statistics, history, policy and ethics. It is of interest to scholars engaged in history, political and social philosophy and ethics.

Bioactive compounds in food, known for their positive health effects, can be lost during handling after harvest, processing and storage. While most foods are exposed to processing to increase shelf life and edibility and to ensure microbial safety, conventional processing methods may have disadvantages, such as decreasing the nutritional quality of foods, long processing times, high temperature and high energy uses. For these reasons, novel non-thermal food processing technologies (including HPP, ultrasound) and novel thermal food processing technologies (including microwave/Ohmic heating) have become widespread.This book provides a critical evaluation of the effects of conventional, novel non-thermal, and thermal food processing techniques on the retention and bioaccessibility of bioactive compounds in food materials. Within these three categories, many different processing methods are included: fermentation/germination, drying, extrusion, and modified atmosphere packaging, as well as novel technologies, such as microwave heating, ultrasound, high pressure processing, ozonation, and membrane separation processes. 

In diesem Buch werden die Auswirkungen der Erforschung der Spiritualität durch die Linse der menschlichen Beziehungen untersucht. Es befasst sich mit systemischer Supervision und Ausbildung und erforscht einen systemischen Ansatz zur Entwicklung des Selbst. Das Buch bietet eine pädagogische Methodik, die eine Grundlage für die Beschreibung eines operativen Modells der Spiritualität schafft, das sowohl für theistische als auch für nicht-theistische Perspektiven geeignet ist. Darüber hinaus wird detailliert dargelegt, wie Spiritualität selbst eine Vielfalt ist, und Spiritualität wird durch die Linse der Vielfalt erforscht. Darüber hinaus veranschaulicht ein Pilotforschungsprojekt zum Thema Spiritualität in einer MFT-Live-Supervisionsgruppe, wie ein systemischer Ansatz auf Spiritualität angewendet werden kann. Schließlich bietet das Buch Beispiele für die praktische Anwendung von Spiritualität in verschiedenen Ausbildungssituationen.Zu den wichtigsten Themenbereichen gehören:- Wie ein systemischer Ansatz zur Spiritualität die Linse der Beziehung und der Vielfalt ermöglicht, um die Supervision und die Lehre der Familientherapie zu bereichern, die aus dem Selbst der Therapeuten hervorgeht.- Theoretische Perspektiven, die systemische Praxis mit Spiritualität in einem Ansatz für Familientherapie verbinden.- Wie ein systemischer spiritueller Ansatz in der Ausbildung von Ehe- und Familientherapeuten eingesetzt werden kann.- Interventionen, die sich darauf konzentrieren, wie ein relationaler systemischer Ansatz Transzendenz und Immanenz sowohl aus klinischer als auch aus spiritueller Perspektive betrachtet.- Konzepte, die in die Supervision und Ausbildung einfließen, mit dem Ziel, die Studierenden zu spiritueller Kompetenz und spiritueller Sensibilität zu erziehen.- Hindernisse bei der Umsetzung dieses Ansatzes mit Beispielen, wie solche Hindernisse angegangen werden können.Spiritualität in der systemischen Familientherapie-Supervision und -Ausbildung ist ein unverzichtbares Hilfsmittel für Forscher, Professoren, Doktoranden sowie Kliniker, Supervisoren und Fachleute in den Bereichen klinische Psychologie, Familienstudien/Familientherapie und öffentliches Gesundheitswesen sowie in allen damit verbundenen Disziplinen.

This volume explores the spatial side of sustainability using cases from India. It provides a variety of chapters from scholars from West Bengal and elsewhere in the country, highlighting spatial perspectives on environmental issues and offering insight on sustainable development in the subcontinent from a geographical perspective. A wide variety of topics are covered here, including but not limited to mitigation of and adaptation to climate issues, hydrogeomorphologic issues, environmental management, agricultural sustainability, ecosystem services, urban environmental management and tourism issues. The lessons learned here are transferable to other contexts, and the book is a resource for researchers, academics, practitioners, government organizations, NGOs and anyone else interested in the spatial side of sustainability.

The book is conceived at two levels. An introductory one intended for undergraduate and/or environmental studies students and the other (in the appendix) for advanced students (graduate). The book is different from others on the same subject which are either too descriptive or too much specialized. Beside there are large sections on biogeochemistry not usually found in other textbooks. Whenever possible an approach based on entropy considerations is introduced. The book includes a quite classical introduction to the thermodynamics of ocean and atmosphere, then the circulation of the ocean and atmosphere, the connection climate-chemistry with main emphasis on the carbon dioxide problem. The chemistry is also considered in connection with the polluted atmosphere and ocean and particulate in the atmosphere . A chapter is dedicated to the biogeochemical cycles which are solved both with the integration of a system of equations or matrix algebra. An original chapter is dedicated to sea-atmosphere interactions which includes the monsoons meteorology, hurricanes and the ENSO phenomena. Finally a concise description of the fluid environments in the Solar System is given.

This book demonstrates that the reliable and secure communication performance of maritime communications can be significantly improved by using intelligent reflecting surface (IRS) aided communication, privacy-aware Internet of Things (IoT) communications, intelligent resource management and location privacy protection. In the IRS aided maritime communication system, the reflecting elements of IRS can be intelligently controlled to change the phase of signal, and finally enhance the received signal strength of maritime ships (or sensors) or jam maritime eavesdroppers illustrated in this book.The power and spectrum resource in maritime communications can be jointly optimized to guarantee the quality of service (i.e., security and reliability requirements), and reinforcement leaning is adopted to smartly choose the resource allocation strategy. Moreover, learning based privacy-aware offloading and location privacy protection are proposed to intelligently guarantee the privacy-preserving requirements of maritime ships or (sensors). Therefore, these communication schemes based on reinforcement learning algorithms can help maritime communication systems to improve the information security, especially in dynamic and complex maritime environments.This timely book also provides broad coverage of the maritime wireless communication issues, such as reliability, security, resource management, and privacy protection. Reinforcement learning based methods are applied to solve these issues. This book includes four rigorously refereed chapters from prominent international researchers working in this subject area. The material serves as a useful reference for researchers, graduate students. Practitioners seeking solutions to maritime wireless communication and security related issues will benefit from this book as well.

This book focuses on polarization microscopy, a powerful optical tool used to study anisotropic properties in biomolecules, and its enormous potential to improve diagnostic tools for various biomedical research. The interaction of polarized light with normal and abnormal regions of tissue reveals structural information associated with its pathological condition. Diagnosis using conventional microscopy can be time-consuming, as pathologists require an hour to freeze and stain tissue slices from suspected patients. In comparison, polarization microscopy more quickly distinguishes abnormal tissue and provides better microstructural information of samples, even in the absence of staining. This book provides a basic understanding of the properties of polarized light, a description of the polarization microscope, and a mathematical formalism of Mueller matrix polarimetry. The authors discuss various advanced linear and nonlinear optical techniques such as optical coherence tomography (OCT), reflectance and transmission spectroscopy, fluorescence, multiphoton excitation, second harmonic generation, Raman microscopy, and more. They explore the exciting potential of integrating polarimetry with these techniques for possible applications in different areas of biomedical research, as well as the associated challenges. Including the most recent developments on the topic, this book serves as a modern guide to polarization microscopy and advancements in its use in biomedical research.

This book develops and describes surgical rationales in the field of reconstructive surgery for upper limb function, both in children and adults suffering from various diseases or trauma leading to a variety of motor and sensory impairments, sometimes associated with growth-related deformities. Every surgical career is a unique living story of learning, performing, questioning, trial and error, and finally success. Every surgeon has to integrate a wealth of information regarding ongoing clinical and research work in a range of disciplines; and with time and experience, a surgical rationale is developed that serves as a baseline and support for their day-to-day work.Following a structure starting with the patient¿s needs, the surgeon and the training, the different tissues are addressed and their pathophysiology discussed in detail, including basic research and surgical expertise. The book is not a surgical compendium, but instead focuses on the detailed baseline behind day-to-day clinical examinations, functional evaluations and surgical work. Readers will learn how the tissues interact, how pathologies change them and interfere with their functions, and how to reverse the pathophysiological sequence by surgical-technical means to improve function.Although the book presents the author¿s personal views, all aspects are explained and debated on the basis of past and current clinical findings, ongoing basic research and input from other disciplines: readers may disagree with certain points, but choose to implement some of the rationales and priorities, incorporate findings from fields they¿d never previously explored, or investigate them further.This book offers an extensive framework of argumentation and is intended to inspire and support readers in terms of decision-making and understanding current or uncommon procedures. Practitioners in the fields of peripheral nerve surgery, reconstructive plastic surgery, upper limb orthopedics, neuropediactrics, biomechanics, physiotherapy and ergotherapy will find the book a valuable asset, and a trusted companion in the daily quest to improve patient care!

This book provides an introduction to the key concepts of Fully Homomorphic Encryption (FHE)-based computing, and discusses the challenges associated with architecting FHE-based computing systems. Readers will see that due to FHE¿s ability to compute on encrypted data, it is a promising solution to address privacy concerns arising from cloud-based services commonly used for a variety of applications including healthcare, financial, transportation, and weather forecasting. This book explains the fundamentals of the FHE operations and then presents an architectural analysis of the FHE-based computing. The authors also highlight challenges associated with accelerating FHE on various commodity platforms and argue that the FPGA platform provides a sweet spot in making privacy-preserving computing plausible.

This book, originally published in French, examines the philosophical debates on functions over the last forty years and proposes new ways of analysis. Pervasive throughout the life sciences, the concept of function has the air of an epistemological scandal: ascribing a function to a biological structure or process amounts to suggesting that it is explained by its effects. This book confronts the debates on function with the use of the notion in a wide range of disciplines, such as biology, psychology, and medicine. It also raises the question of whether this notion, which is as old in the history of technology as it is in the life sciences, has the same meaning in these two domains.

This book studies children's wellbeing from the perspective of Ethiopian immigrant families in Israel. It examines how the meeting of cultures within families affects relationships, language acquisition and the transmission of cultural heritage across generations after immigration. The younger generation, born in Israel or having arrived as infants, are faced with a reality very different from their parent¿s childhood in Ethiopia. The book therefore addresses these key questions: What are the differences between families that enable some children to adopt a hybrid identity while others feel detached? How are the children affected by their experiences in Israeli society and specifically the educational system? What factors in their childhoods foster resilience and how do these children relate to their Ethiopian heritage? The book presents unique insights into the realities experienced by immigrant families using their own narratives, as it is based oninterviews by the author with 50 members of immigrant families from different generations. It is of special interest to academic courses on wellbeing, family studies, immigrants, diaspora studies, ethnic and religious studies, anthropology, folklore, sociology, gender studies, social work, child psychology and more.

This book is aimed at appreciating and further developing the work of Pina Boggi Cavallo. She was a scholar that fully embodied the spirit of the first cognitive revolution in psychology, whose ideal was to consider human being in its totality. The focus of scientific investigation in her work, were the processes of thought, as connected to the affective and ethical dimensions, the social construction of the developing Self within the real context of its making.The book is organized in three sections:Sowing: the selected works of Pina Boggi Cavallo translated in English;Fertilizing: invited commentaries which develop the ideas of Pina Boggi Cavallo in the current and future scientific landscape;Cultivating: invited chapters by international scholars, including some who collaborated with her.

This book provides a conceptual understanding of deep learning algorithms. The book consists of the four parts: foundations, deep machine learning, deep neural networks, and textual deep learning. The first part provides traditional supervised learning, traditional unsupervised learning, and ensemble learning, as the preparation for studying deep learning algorithms. The second part deals with modification of existing machine learning algorithms into deep learning algorithms. The book¿s third part deals with deep neural networks, such as Multiple Perceptron, Recurrent Networks, Restricted Boltzmann Machine, and Convolutionary Neural Networks. The last part provides deep learning techniques that are specialized for text mining tasks. The book is relevant for researchers, academics, students, and professionals in machine learning.