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  •  
    656,95 kr.

    The five-volume set LNCS 14884, 14885, 14886, 14887 & 14888 constitutes the refereed deadline proceedings of the 17th International Conference on Knowledge Science, Engineering and Management, KSEM 2024, held in Birmingham, UK, during August 16-18, 2024. The 160 full papers presented in these proceedings were carefully reviewed and selected from 495 submissions. The papers are organized in the following topical sections: Volume I: Knowledge Science with Learning and AI (KSLA) Volume II: Knowledge Engineering Research and Applications (KERA) Volume III: Knowledge Management with Optimization and Security (KMOS) Volume IV: Emerging Technology Volume V: Special Tracks

  • af Huajie Yang
    462,95 kr.

    This book adopts a methodology-focused approach, concentrating on quantitative techniques for transportation. It specifically focuses on methods that have been or potentially could be applied to study the effects of transportation policies and projects. The prevailing research features three key research categories: cross-sectional regression models, simulation (forecasting) methods, and causal inference models.

  • af Wenmin Wang
    608,95 kr.

    Conducting an in-depth analysis of machine learning, this book proposes three perspectives for studying machine learning: the learning frameworks, learning paradigms, and learning tasks. With this categorization, the learning frameworks reside within the theoretical perspective, the learning paradigms pertain to the methodological perspective, and the learning tasks are situated within the problematic perspective. Throughout the book, a systematic explication of machine learning principles from these three perspectives is provided, interspersed with some examples.The book is structured into four parts, encompassing a total of fifteen chapters. The inaugural part, titled "Perspectives," comprises two chapters: an introductory exposition and an exploration of the conceptual foundations. The second part, "Frameworks": subdivided into five chapters, each dedicated to the discussion of five seminal frameworks: probability, statistics, connectionism, symbolism, and behaviorism. Continuing further, the third part, "Paradigms," encompasses four chapters that explain the three paradigms of supervised learning, unsupervised learning, and reinforcement learning, and narrating several quasi-paradigms emerged in machine learning. Finally, the fourth part, "Tasks": comprises four chapters, delving into the prevalent learning tasks of classification, regression, clustering, and dimensionality reduction.This book provides a multi-dimensional and systematic interpretation of machine learning, rendering it suitable as a textbook reference for senior undergraduates or graduate students pursuing studies in artificial intelligence, machine learning, data science, computer science, and related disciplines. Additionally, it serves as a valuable reference for those engaged in scientific research and technical endeavors within the realm of machine learning.The translation was done with the help of artificial intelligence. A subsequent human revision was done primarily in terms of content.

  • af Fanggui Wang & Hwankoo Kim
    791,95 - 1.307,95 kr.

    However, the contents of this book differ significantly from most commutative algebra texts: namely, its treatment of the Dedekind-Mertens formula, the (small) finitistic dimension of a ring, Gorenstein rings, valuation overrings and the valuative dimension, and Nagata rings.

  • af Bin Li
    510,95 kr.

    This book focuses on the emerging topic of embedded artificial intelligence and provides a systematic summary of its principles, platforms, and practices. In the section on principles, it analyzes three main approaches for implementing embedded artificial intelligence: cloud computing mode, local mode, and local-cloud collaborative mode. The book identifies five essential components for implementing embedded artificial intelligence: embedded AI accelerator chips, lightweight neural network algorithms, model compression techniques, compiler optimization techniques, and multi-level cascaded application frameworks. The platform section introduces mainstream embedded AI accelerator chips and software frameworks currently used in the industry. The practical part outlines the development process of embedded artificial intelligence and showcases real-world application examples with accompanying code.As a comprehensive guide to the emerging field of embedded artificial intelligence, the book offers rich and in-depth content, a clear and logical structure, and a balanced approach to both theoretical analysis and practical applications. It provides significant reference value and can serve as an introductory and reference guide for researchers, scholars, students, engineers, and professionals interested in studying and implementing embedded artificial intelligence.

  • af James M. Raymo
    462,95 kr.

    This book provides the first comprehensive demographic overview of remarriage in Japan. Despite the fact that nearly one in five marriages in Japan now involves at least one formerly married spouse, very little is known about the nature of remarriages and how they differ from first marriages. One important focus of this book is to examine fertility intentions and outcomes in remarriages and to compare them with marriages in which both partners are in their first marriage. It is well known that low rates of first marriage contribute to Japan's very low total fertility rate (TFR), but there is currently no theoretical or empirical basis for understanding how levels and patterns of remarriage are related to the TFR.To understand trends and patterns of remarriage in Japan, the book begins with an overview of the voluminous research literature on remarriage in the USA and other Western countries. This overview consists of a summary of trends and theoretical frameworks for understanding remarriage and is followed by a summary of existing research on correlates of remarriage and outcomes associated with higher-order marriages. Of particular importance is the attention paid to stepfamily fertility and the extent to which remarriage is associated with overall levels of fertility.An important contribution of this book is its presentation of basic descriptive information about levels and correlates of remarriage in Japan. These descriptive analyses are based on published data in the vital statistics reports and individual-level data from the National Fertility Surveys conducted by the National Institute of Population and Social Security Research and the National Survey of Households with Children conducted by the Japan Institute for Labour Policy and Training.

  •  
    802,95 kr.

    This book is one of the first edited volumes on the current Israel/Palestine conflict-the Gaza Nakba 2023-24. It contains contributions from both young post-doctoral researchers and more seasoned scholars from within and outside of Japan. These authors, with their rich experience of field work in the region and their interdisciplinary approaches, are able to provide critical analyses on the current breakdown of humanitarian norms, the dysfunctional state of international organizations, and the breakdown of conflict management and peace-building. The unique viewpoints of Japanese, Palestinian, and Israeli scholars are shared regarding their understanding of the critical developments in Gaza since October 7, 2023. Further, these chapters analyze the background of the conflict, focusing on popular sentiments, national identity, and historical memory in Israel/Palestine, and the importance of space and land as national and cultural symbols, using rich and updated written and visualdata from the region. This work significantly challenges prevailing arguments, as it avoids stereotyped understandings of the persistence of religious and ethnic hatred, the proxy relationships of global powers (e.g., USA) and regional ones (Iran), and regional rivalries over geopolitical and economic interests in the Middle East. Such arguments as these provide no more than a quick divide-and-rule type of solution, encouraging merely superficial diplomatic coordination among the major global powers rather than a real solution. Alternatively, this book provides a new framework for understanding the structure of the conflict, making way for solving the problem from the popular level, and delving deeply into reconsideration of the durability or non-durability of a Westphalian nation-state system and nationalism in the Middle East. The book also discloses the severe reality that human rights in the Global South are often neglected. In this sense, the purpose of this work is to disclose the significance of the Gaza War as an iconic event which reveals all the contradictions, inequalities and injustices in a global historical context.  This book is essential for anyone who wants a fresh and expert consideration of the Israel-Palestine-Gaza issue, which avoids the often parochial stereotypes that attend it in the West, and which views it through a global lens.Juan Cole, Richard P. Mitchell Collegiate Professor of History, University of Michigan

  •  
    462,95 kr.

    This Open Access book intends to report the new results of the Global One Health Index (GOHI). The content of this book underlines the functions and importance of developing the evaluation tool (GOHI) for global One Health practice, shows the results of GOHI score in 160 countries/territories and key findings in details, and provides different policy recommendations to UN agencies, countries, and communities to promote the wide application of the One Health approach. A pilot study was conducted in 2021, and its related publications are collected in one section of the book. The book is likely to be of interest to researchers, practitioners, policy-makers, and stakeholders in applying One Health who wish to learn about the development, results, key findings, and policy recommendations of GOHI study.

  • af Daniel Regan
    365,95 kr.

    This book conveys the essence of a series of guided conversations with leading Malaysian intellectuals-predominantly writers, journalists, academicians, some artists, and other thinkers-in the early 1970s. Based on interviews with 133 intellectuals, supplemented by hours of informal conversation, socializing, and common attendance at intellectual activities or events, the book highlights the cultural significance of the 1970s, an under-appreciated era, and features "conversations" on topics that are integral to the nation's intellectual history. Topics covered include freedom of speech and expression, their most admired cultural centres, religion, democracy, and the role for intellectuals in Malaysian society. The project uses an innovative approach that eschews conventional biographical sketches in favour of allowing intellectual informants to "speak" in their own voices.Daniel Regan, a sociologist, holds a Ph.D. in the field from Yale University (USA) as well as an M.A. in Southeast Asia Studies from Yale. His B.A. (Hons) is from Amherst College. Before turning to academic administration, he was a faculty member at the University of Pittsburgh (USA) for 21 years, six of them as Sociology department head. He has held academic administrative positions at Lewis-Clark State College (Idaho, USA) and, before retiring, as long-time dean of academic affairs at Northern Vermont University-Johnson (now part of Vermont State University) in Vermont, where he lives. His academic writings have focused on higher education, religion and politics, intellectual life, and Malaysia.

  •  
    365,95 kr.

    This open access book gathers selected high-quality research papers presented at the Ninth International Congress on Information and Communication Technology, held at Brunel University, London, on February 19-22, 2024. It discusses emerging topics pertaining to information and communication technology (ICT) for managerial applications, e-governance, e-agriculture, e-education and computing technologies, the Internet of Things (IoT), and e-mining. Written by respected experts and researchers working on ICT, the book offers an asset for young researchers involved in advanced studies. The work is presented in ten volumes.

  • af Liting Wang
    462,95 kr.

    This book provides a concise overview of intelligent technologies for vision and sensing, with a particular focus on their applications in various multispectral configurations, including safety monitoring in rural areas. Within the realm of intelligent perception and contemporary healthcare, the book emphasizes the real-time monitoring, analysis, and prediction of vital signals using biomedical optical sensors. This approach aims to offer more adaptable and personalized services within the medical health management domain. Furthermore, the book delves into the comprehensive comprehension of physiological signals and additional data sources, such as environmental and motion data. The goal is to enhance the breadth and depth of data analysis, providing more integrated support for the life and health sector. Additionally, the book explores the implementation of edge intelligence algorithms at the sensor level to enable real-time analysis, enhancing the efficiency of sensor data processing and utilization. Detailed explanations of the configuration and deployment of an active vision camera system featuring an integrated edge algorithm are provided to elucidate the coordination and communication mechanisms of edge intelligence technology across multiple edge devices. A specific application case is then presented-the universal camera jamming system-which underscores the benefits of intelligent sensing fusion for tasks such as attitude and position recognition, as well as self-feedback excitation jamming. The book underscores the pervasive and seamless integration of smart sensing in both current and future lifestyles, spanning from active vision cameras to diverse applications across multiple spectrums. Its insights are poised to stimulate innovation and application within the realms of smart vision and sensing, including a comprehensive analysis of future healthcare paradigms.

  • af Intl Poverty Reduction Center In China
    365,95 kr.

    This book offers comprehensive analysis for individual cases of poverty alleviation to facilitate respective in-depth key learnings and an overview of poverty alleviation strategies carried out in China. Best practices were selected from representative cases in China to demonstrate the development of different approaches in the poverty alleviation journey with collective stakeholders' efforts - Government, Industry, Academia, and Research, plus the local stakeholders engaged in the rural development activities. Overseas cases are referenced to show the outcome of similar strategies as comparison with the consideration of regional specific conditions.Through better understanding of the focal issues, areas and organizations - and their respective key challenges and solutions - there is the compilation for each case its analysis, comparative studies and SDG relevance. These aim at engaging the readers from institutes, governments, corporates, or social enterprises, to think about how to adopt the related SDG strategies. They also serve as the initiatives to facilitate potential cross-region and cross-disciplinary collaboration.The book acts as the guide on how:- Poverty Reduction is one of the key goals in SDGs - while solving this key challenge, multiple goals could be planned and tackled together to make an effective solution.- Multi-disciplinary strategies are put in place, demonstrated via success stories and best practices.  Key driving factors are identified with the consideration of the driving organization nature.- A system could be developed to engage different stakeholders in the society for industry development - and to avoid returning to poverty in the long term.- Future international cooperation could be facilitated to create a poverty alleviation framework applicable across different regions.

  • af CICC Global Institute CICC Research
    462,95 kr.

    This open access book analyzes the achievements and challenges of the Belt and Road Initiative (BRI) from the macro and industrial, real and financial, domestic and international perspectives, and explores the opportunities for future development and related public policy issues. It is a new research achievement of CICC Research and CICC Global Institute on major issues in China's new development stage.The year 2023 marks the tenth anniversary of the Belt and Road Initiative (BRI). Over the past decade, BRI has established more than 3,000 cooperation projects, galvanized nearly 1 trillion U.S. dollars of investment, created more than 420,000 jobs, and lifted nearly 40 million people out of poverty. BRI has made remarkable achievements in promoting connectivity and cooperative development between China and participating countries, and has been welcomed by the international community both as a public good and a cooperation platform.Compared with ten years ago, the global environment has undergone profound changes. COVID-19 epidemic has brought great impacts to the world, and the post-epidemic economic recovery is uneven, with some long-term scarring effects still emerging. New changes and constraints, such as geopolitical events, industry chain adjustment, and green transition, have also exerted far-reaching influences on the economic fundamentals and global governance. Under the new situation, international cooperation mechanisms, including BRI, are facing new problems and challenges, which need to be explored and solved in practice.This book is both academically rigorous and readable, and provides valuable references for public policy departments, enterprises, and financial institutions who seek to better understand the macro, financial and industrial trends of BRI.

  •  
    462,95 kr.

    This open-access book offers a clear and thorough exploration of Asia's history from an international relations perspective. The book investigates key political, economic, and cultural forces defining Asia. It highlights the historical and current significance of the Indo-Pacific region, particularly shedding light on its strategic role in global geopolitics. Through detailed historical analyses, the authors guide readers toward a comprehensive understanding of Asia's complex international relations, from colonization and imperialism, through the Cold War, into decolonization and the wave of democratization in the region, to the rise of China, unpacking the various dimensions of regionalism in Asia. This book serves as a practical scholarly resource for advanced students, researchers, and lecturers interested in understanding the region's past and its implications for future geopolitical dynamics. It is relevant to historians focused on Asia and to international relations and political science scholars interested in the shift to an Asian world order, from past to present.

  • af Huadong Guo
    462,95 kr.

    This open access book showcases the innovative practices of Big Earth Data methods through a collection of comprehensive case studies from China to monitor and evaluate indicators for seven SDGs, i.e., zero hunger (SDG 2), clean water and sanitation (SDG 6), affordable and clean energy (SDG 7), sustainable cities and communities (SDG 11), climate action (SDG 13), life below water (SDG 14), life on land (SDG 15), and to analyze the interactions among multiple SDGs indicators. The emphasis on Big Earth Data is highly relevant within the context of growing global challenges. Disaster risk mitigation, climate change, global food security, resource management, and environmental challenges all are interlinked through earth systems and processes that are independent of human constructs. Therefore, these case studies highlight methods and practices of spatial information mining and integrated SDG evaluation, which include evaluating the synergy and trade-off relationships among the SDGs in the context of their correlations; simulating multiple indicators' interactions in future environmental, economic and social scenarios in the context of their temporal variations; designing integrated evaluations of regional SDGs in the context of experience with the study of multiple indicators. Big Earth Data therefore has the potential to support informed policy and decision support at global, regional, and local scales.

  •  
    462,95 kr.

    This book focuses on cutting-edge research in high-performance concrete. Concrete has been a main construction material all over the world in the past century. As the demand for construction rises, the need for concrete with stronger performance grows as well. Existing studies on high-performance concrete are mainly on fiber admixtures and reactive mineral powder admixtures, with a focus on concrete proportioning and rheological properties. Through in-depth analysis of real-world engineering cases and demonstration of the latest research achievements, this book aims to provide a systematic review of research on high-performance concrete for civil engineers and scholars in related research fields. The topics of this book include but are not limited to the following:1. Fiber Reinforced Concrete and Admixture Factors;2. Effect of Mineral Reactive Powders on Concrete;3. High Performance Concrete Packing Density and Rheological Properties;4. High Performance Concrete Proportioning and Theoretical Research;5. Research on Mechanical Properties of High Performance Concrete.This is an open access book.

  •  
    559,95 kr.

    An increased incidence of hypospadias is found globally, and the current management techniques and research studies of hypospadiology face significant challenges and limitations. This book sheds light on the recent struggles encountered in hypospadias-related clinical practice and research methodologies. Various writings were incorporated by people on different disciplines linked to the overall phases of diagnosis and care of hypospadias patients. Special attention is given to new perspectives from different interrelated disciplines trying to overcome these obstacles. This book fills in a void in the new related discoveries traditionally given scant consideration in the currently dominated literature. It provides a useful source for the recent updates, ongoing controversies, and future research trajectories in hypospadiology, which benefits pediatric, plastic, reconstructive, and urology surgeons and trainees and helps examiners focus on updated materials.

  • af David L. Olson
    559,95 kr.

    This book provides an overview of data mining methods in the field of business. Business management faces challenges in serving customers in better ways, in identifying risks, and analyzing the impact of decisions. Of the three types of analytic tools, descriptive analytics focuses on what has happened and predictive analytics extends statistical and/or artificial intelligence to provide forecasting capability. Chapter 1 provides an overview of business management problems. Chapter 2 describes how analytics and knowledge management have been used to better cope with these problems. Chapter 3 describes initial data visualization tools. Chapter 4 describes association rules and software support. Chapter 5 describes cluster analysis with software demonstration. Chapter 6 discusses time series analysis with software demonstration. Chapter 7 describes predictive classification data mining tools. Applications of the context of management are presented in Chapter 8. Chapter 9 covers prescriptive modeling in business and applications of artificial intelligence.

  • af Jun Gu
    587,95 kr.

    This book explores the authors' legal thinking on artificial intelligence (AI), a topic of burgeoning interest in the technology sector and among the general public. As part of the Human Intelligence book series, it primarily addresses the legislative and philosophical challenges posed by AI technology. A key philosophical concern discussed is the implications of AI surpassing human intelligence in certain domains, particularly the definition of rights and responsibilities for robots. Without clear resolutions to these issues, the deployment of AI technology may face significant hurdles. The book covers various aspects, including the legal recognition of robots as rights-holders, strategies for implementing these rights, assigning responsibilities to robots, intellectual property rights for robotic inventions, personality rights for companion robots, and an evaluation of the pros and cons of a binary legal system.

  •  
    485,95 kr.

    This open access book examines the effects of global education agendas such as digitalization, innovation and entrepreneurship, education in emergencies, globalization-internationalization, diversity, and sustainability on education reforms in several countries and regions. It explores how increasing international interaction and communication tools bring along a more intense convergence in national education policies. It emphasizes that in todays' world education politicians and experts in different parts of the world follow the global agenda more effectively and increase reform initiatives. Hence, in order to understand national education policies more deeply, it is important to pay attention to their global context. It explains that education reforms in countries are heavily influenced by both national and global agendas. Chapters in this book analyze the reflections of these global agendas on educational reforms of the country/countries chosen to focus on. Chapter authors draw attention to the impacts of reforms on several aspects of education like pedagogy, curriculum, teacher training, and educational administration.

  •  
    462,95 kr.

    This open access book aims to present the cutting-edge research of scholars from the Global South, where scholars from developing countries have begun to join in the production of knowledges of Area Studies and have produced a large body of excellent works of Area Studies based on a variety of disciplines.Articles of this book have been developed from 11 papers which were presented at the 2nd Tsinghua Area Studies Forum, to represent a range of area studies subjects and regions. The book is divided into five chapters that either analyze regional country issues (regions in the world) from the perspective of global linkages and cross-regional linkages or discuss internal issues such as national governance, ethnicity, economy, and civil war, using the nation-state as the unit of analysis.

  • af Vinod Thomas
    230,95 kr.

    This book presents essential insights on the interaction between rising risks and raising the bar for resilience during the climate crisis. Its timeliness lies in applying important findings on risk and resilience to runaway climate change. When risk and resilience are brought together in the context of climate catastrophes, three key messages emerge. The first is that accounting for the root causes, and not just their symptoms, is essential to slowing these events. It is therefore vital to link carbon emissions from human activity to the sharp rise in climate disasters globally. The second is that growth economics and policy must factor in the failure of governments and businesses to tackle spillover harm from economic activities, as seen strikingly with global warming AND BIODIVERSITY LOSS. With climate risks rising, this calls for a fundamental revision of the framing of growth in the teaching and practice of business and economics. And third, prevention must become a far bigger part of resilience building, with preparedness to avert or handle tougher eventualities built into interventions. Emphasis on prevention deems disaster recovery as not just returning to how things were but building back better.

  • af Jim Twombly
    383,95 kr.

    ¿This book provides a newer definition of political scandal and applies it in a way to remove ¿ordinary corruption¿ from the discussion. It then defines pop culture and examines how scandal and pop culture interact. The discussion addresses the question: when does a scandal actually enter into our pop culture. The mechanisms or vehicles by which this occurs include editorial cartoons, Broadway shows, music, movies, television, and more. The first chapter lays out the two main definitions and gives a bit of historical background to the discussion that follows. This new edition builds on the previous book with analysis of January 6th, George Santos, allegations of election fraud, and Rudy Giuliani.This book works well as a supplement in a course on American Government, in American Studies, and is aimed at a wide range of readers from college freshmen to more advanced scholars and political junkies.

  • af Julian P. McCreary
    802,95 kr.

    The book is the first to focus on the physical oceanography of the North Indian Ocean (NIO), a special region of the global ocean that exhibits a distinct seasonality due to the impact of the South Asian Monsoon (SAM). It is written as a textbook about the NIO for graduate students, lecturers, and researchers in physical oceanography. It will also be useful for courses on the interior, coastal, and equatorial dynamics in any other ocean. It helps readers, particularly new entrants to the field, to gain a comprehensive understanding of tropical-ocean dynamics by: developing from first principles the equation set for the linear continuously stratified (LCS) model, which has long been used to study tropical oceans; and then obtaining solutions that explore different aspects of the dynamics.Part 1 of the book provides an overview of observed ocean circulations and forcing functions in the NIO that are linked to the SAM.Part 2 develops the equations of motion for the LCS model. Part 3 (Free Waves) and Part 4 (Forced Solutions) derive and discuss analytic solutions to the LCS model that illustrate basic processes in the interior (unbounded), coastal, and equatorial regions of the ocean. The last two chapters of Part 4 consider more complicated processes and phenomena that build upon the simpler solutions previously found: vertical propagation of coastal and equatorial waves, and the Indian Ocean's shallow overturning circulations. Each analytic solution is illustrated (and extended) by a suite of numerical LCS solutions presented as video clips, providing a powerful means for visualizing complex processes.

  • af Lin Liu
    559,95 kr.

    This book highlights the fundamental physics of orbit theory, dynamical models, methods of orbit determination, design, measurement, adjustment, and complete calculations for the position, tracking, and prediction of satellites and deep spacecraft. It emphasizes specific methods, related mathematical calculations, and worked examples and exercises. Therefore, technicians and engineers in the aerospace industry can directly apply them to their practical work. Dedicated to undergraduate students and graduate students, researchers, and professionals in astronomy, physics, space science, and related aerospace industries, the book is an integrated work based on the accumulated knowledge in satellite orbit dynamics and the author's more than five decades of personal research and teaching experience in astronomy and aerospace dynamics.

  •  
    753,95 kr.

    This book examines the synthetic approaches, properties, applications, and recyclability of bio-based superabsorbent polymers (SAP) in depth. It describes and compares bio-based SAPs with petro-based SAPs. Additionally, it explores the structure¿property relationships of bio-based SAPs derived from various natural sources. The book covers current and emerging applications in health and hygiene products, agriculture, construction, and other areas. It also explores the recycling and reusing methods available for water recovery, pressure sensitive adhesives, etc. It discusses the issues behind the sharp increase in research attention, namely the prevailing research hotspots/clusters and suggestions with regard to present studies, works that have been significant and pivotal in the development of SAP research, and the current advances and future directions of research. It also presents the emerging applications of superabsorbent polymers.

  •  
    842,95 kr.

    This book highlights the research outcome of Cities Research Institute's SeaCities group at Griffith University and a panel with the same title which took place at the World Expo in Dubai 2021/22 supported by the UN.It reflects on topics which are relevant for a future aquatic urbanism like the evolution of a taxonomy for aquatic urbanism, island and ecological wetland development, the planning aspects of seascapes, as well as drivers for floating communities and aquacultural urbanism.The book broadens the perspective of the previous book "SeaCities: Urban Tactics for Sea-Level Rise" published in 2021 from a terrestrial towards an amphibious and aquatic understanding of future city development.

  • af Changho Suh
    510,95 kr.

    This book introduces the basic principles underlying the design and analysis of the digital communication systems that have heralded the information revolution. One major goal of the book is to demonstrate the role of the digital communication principles in a wide variety of data science applications, including community detection, computational biology, speech recognition and machine learning. One defining feature of this book is to make an explicit connection between the communication principles and data science problems, as well as to succinctly deliver the ¿story¿ of how the communication principles play a role for trending data science applications. All the key ¿plots¿ involved in the story are coherently developed with the help of tightly coupled exercise problem sets, and the associated fundamentals are explored mostly from first principles. Another key feature is that it includes programming implementation of a variety of algorithms inspired by fundamentals, together with a brief tutorial of the used programming tools. The implementation is based on Python and TensorFlow. This book does not follow a traditional book-style organization, but is streamlined via a series of lecture notes that are intimately related, centered around coherent storylines and themes. It serves as a textbook mainly for a junior- or senior-level undergraduate course, yet is also suitable for a first-year graduate course. Readers benefit from having a good background in probability and random processes, and basic familiarity with Python. But the background can be supplemented by almost self-contained materials, as well as by numerous exercise problems intended for elaborating on non-trivial concepts. In addition, Part III for data science applications should provide motivation and insights to students and even professional scientists who are interested in the field.

  •  
    462,95 kr.

    This book provides theoretical background and state-of-the-art findings in artificial intelligence and cybersecurity for industry 4.0 and helps in implementing AI-based cybersecurity applications. Machine learning-based security approaches are vulnerable to poison datasets which can be caused by a legitimate defender's misclassification or attackers aiming to evade detection by contaminating the training data set. There also exist gaps between the test environment and the real world. Therefore, it is critical to check the potentials and limitations of AI-based security technologies in terms of metrics such as security, performance, cost, time, and consider how to incorporate them into the real world by addressing the gaps appropriately. This book focuses on state-of-the-art findings from both academia and industry in big data security relevant sciences, technologies, and applications.¿

  • af Selcuk S. Bayin
    345,95 kr.

    In a highly accessible style, this book presents a narrative history of the quantum theory with the new developments that intrigue all inquisitive minds. Quantum theory is counter-intuitive and sometimes downright weird. Even Nobel Laureate physicists like Richard Feynman admit that they do not understand it. Yet, so far, there is not a shred of experimental data that conflicts with its predictions. Its effect on our lives is bound to increase with the quantum information era ushered in by the great Bohr¿Einstein debate. Tantalizing applications of quantum information like teleportation, spy-proof communication, super-fast quantum computers, and more are going to influence our lives and change our beliefs about the nature of physical reality. This book takes the reader on an exhilarating journey through the intellectual history of quantum that is turning out to be more surprising every day.