We a good story
Quick delivery in the UK

Books published by Springer Verlag, Singapore

Filter
Filter
Sort bySort Popular
  • Save 21%
    - Simple Truths for Marketers
    by Karen Nelson-Field
    £25.99

    This book offers a considered voice on the advertising chaos that colours our rapidly changing media environment in a world of fake news, fast facts and seriously depleted attention stamina.

  • by George Bruce
    £124.49

    This book highlights the main features of shipbuilding management which lead to successful completion of shipbuilding projects. Building a ship is a complex project, so the principles of project management are described, first in general terms and then with specific reference to their application in shipbuilding.

  • Save 10%
    - The Art of Ancient Life Revived
    by Yuh Fukai
    £22.49

    This book provides a comprehensive account of the current status of molecular hydrogen medicine, a young field that emerged with the discovery that inhalation of hydrogen gas leads to the elimination of harmful reactive oxygen species in rats.

  • - A Guidebook for Practitioners
    by Bryan R. Rill & Matti M. Hamalainen
    £93.99 - 144.99

    This book illustrates how to design and implement co-creation, a powerful form of collective creativity that harnesses the potential of teams and can generate breakthrough insights.

  • Save 19%
    - The Next Generation Indoor Vertical Farms
     
    £162.99

    This book describes the concept, characteristics, methodology, design, management, business, recent advances and future technologies of plant factories with artificial lighting (PFAL) and indoor vertical farms.The third wave of PFAL business started in around 2010 in Japan and Taiwan, and in USA and Europe it began in about 2013 after the rapid advances in LED technology. The book discusses the basic and advanced developments in recent PFALs and future smart PFALs that emerged in 2016.There is an emerging interest around the globe in smart PFAL R&D and business, which are expected to play an important role in urban agriculture in the coming decades. It is also expected that they will contribute to solving the trilemma of food, environment and natural resources with increasing urban populations and decreasing agricultural populations and arable land area.Current obstacles to successful PFAL R&D and business are: 1) no well-accepted concepts and methodology for PFAL design and management, 2) lack of understanding of the environmental effects on plant growth and development and hydroponics among engineers; 3) lack of understanding of the technical and engineering aspects of PFAL among horticulturists; 4) lack of knowledge of the technical challenges and opportunities in future PFAL businesses among business professionals, policy makers, and investors and 5) lack of a suitable textbook on the recent advances in PFAL technologies and business for graduate students and young researchers. This book covers all the aspects of successful smart PFAL R & D and business. 

  • Save 13%
    by Kim Dovey
    £30.49

    Highly informalized cities of the global South are often portrayed as chaotic and out of control - this book reveals a spatial logic of informal urbanism that is central to the economic life and livelihoods of such cities. 'Inventraset' is a concept that shows how informal street vending, transport and settlement are fundamentally integrated with each other and the more formal city. Street vending and transport provide crucial forms of employment and mobility, while informal settlement is the key source of affordable and adaptable housing. Informal urbanism is not ideal but it is the way such cities work; it is often hidden or camouflaged within the ideal of a clean, green and modern city to which middle-classes and elites aspire. Through comparative studies, with a focus on Manila and Jakarta, the book maps and analyzes how such cities work through alliances and synergies between vending, transport and settlement - inventraset assemblages are inventive and transgressive, yet settled.Kim Dovey is Professor of Architecture and Urban Design at the University of Melbourne, where he also Co-Directs the Informal Urbanism Research Hub (InfUr-). Kim is a widely recognized scholar in urban studies, urban design and architecture; authored books include Framing Places (2008), Becoming Places (2010), Urban Design Thinking (2016) and Atlas of Informal Settlement (2023).Redento B. Recio is Associate Professor at the College of Social Work and Community Development, University of the Philippines Diliman. Reden is widely published in leading academic journals in the fields of urban planning, informality, governance and development studies. He also works with grassroots networks and global South scholars in South and Southeast Asia.

  • Save 13%
    by Paul K. Hosle
    £30.49

    This book provides the first complete English translation of Giulio Aleni's Wanwu Zhenyuan ¿¿¿¿ ('The True Source of the Myriad Things'). Aleni is one of the most important Jesuit missionaries to China, as is evidenced by the fact that he was reverentially called already during his lifetime 'Confucius from the West'. Aleni's work, first published in 1628, offers precious insight into the ways in which he tried to communicate Western philosophical notions to Confucian literati, arguing that only God can be the ultimate source of the world. In our introduction, we situate this work within Aleni's life and analyze the argument of the text. We discuss the Scholastic framework that Aleni uses in his attempt to prove God's existence, as well as his arguments against competing positions from native Chinese philosophical traditions, particularly Neo-Confucianism. We also emphasize the importance that Aleni gives to reason as the best possible means of intercultural communication. Moreover, we have provided numerous annotations to the translation that identify references, provide historical and philosophical contextualization, and otherwise aid in the appreciation and elucidation of the work. This book provides an essential step to render this significant text more accessible to a wider readership interested in Jesuit missionary history and indeed more broadly in cross-cultural dialogue, and it will also serve as a vital tool for future scholarly research on Aleni's oeuvre.Paul K. Hosle has studied Classics and Biblical and Rabbinic Hebrew at Oxford University, Early and Medieval Christianity at the University of Chicago Divinity School, and Chinese Philosophy at Fudan University. Paul is interested in comparative religion and literature and in inter-cultural (especially Confucian-Catholic) religious/philosophical dialogue. He has published many articles on ancient Greek, Latin and Italian poetry as well as on theories of moral formation in the Greco-Roman, Judeo-Christian, and Confucian traditions.Biyun DAI, currently an Assistant Research Fellow at the Faculty of History, Nankai University, received her PhD in Philosophy from Tsinghua University and has studied at the Department of History and Philosophy of Science at the University of Cambridge, and at Sorbonne University in France. Her research areas are classical thought and medicine, history of religions, and contemporary French philosophy of life.

  • Save 14%
     
    £38.49

    This open access handbook combines multiple theoretical and practical approaches for enabling a nuanced understanding of the phenomenon of marriage in the Arab world. Adopting a holistic, interdisciplinary approach, it provides a framework for the contextual and macro factors surrounding and affecting marriage in the 22 Arab countries. It looks at the different types of marriage, whether traditional or new to the Arab world, and takes a detailed examination of the dialectic of marriage and age. It considers the dynamics surrounding delayed marriages, early marriages, celibacy, marriage costs, and age gaps between spouses. In addition, it examines marital relations vis-à-vis a diverse array of sub-topics, including marital and emotional satisfaction, and violence. It also looks at the relationship between work and marriage, and explores how 'women's work' affects their family relationships and intimacy. Finally, it offers a rich analysis of two core marriage-related issues in the modern Arab world: migration and its positive/negative impacts on the institution of marriage, and marriage in the context of war and conflict, as present in several areas within the Arab region. A sociological magnum opus for social science students and researchers in areas of gender studies, family studies, the sociology of work, peace and conflict studies, human migration, and economics, it is also relevant to policymakers, politicians, social workers, and human rights and migration activists working in the Arab world.

  • Save 16%
    by Roman Brajsa
    £50.49

    The rotation of the Sun is a basic parameter which constrains the boundary conditions for the model of the MHD-dynamo mechanisms that generates solar activity. The Sun is a slowly rotating star with a convection zone below the surface which is the site of the solar dynamo. The solar rotation depends on the latitude, depth/height and time, i.e., the Sun rotates differentially. In the book several aspects of the solar rotation are covered. Only in the case of the Sun we can directly observe details in its atmosphere and so measure the rotation velocity using various tracers, which is one of the mostly used methods for rotation determination. So, the Sun is a prototype for studying other stars. Different techniques that enable to determine solar rotation (e.g., tracer method, spectroscopic method, helioseismology) are presented and their results are compared and interpreted.In the current literature there is no book exclusively about solar rotation published in the last several decades. The book is intended for astrophysicists, both professionals as well as students and people interested in science in general. The reader would strongly benefit from the comprehensive description of several topics related to the solar rotation.The authors are highly experienced in teaching astrophysics both to astrophysicists, solar physicists as well as to the public. Therefore, from the didactical point of view the book is written basically as a textbook, so the reader that is not deep within that field can gain an overview. Moreover, for those who want to get deeper into the topics, additional information is given, and recommendations for further literature as well as many citations to recent publications.The reader will get both (i) a general introduction into the topics (ii) overview of recent publications on the topics. Therefore, the book can serve as a textbook but will be also very useful for research and thesis writing, for example.

  • Save 13%
    by Lyndall Strazdins
    £30.49

    Lyndall Strazdins is a Professor at the Australian National University and an Australian Research Council Future Fellowship.This book is about the urgent need to have time for health. It's about why people don't exercise, rest or eat healthy food even when they know they need to. Time has become the prescription needed to halt chronic diseases, 30 minutes of physical activity every day is a minimum, but this book argues against telling people to do more. It explains why it's not laziness, ignorance or lack of motivation that's the problem for unhealthy lifestyles, and why so many people lack time for their health. The book connects ideas from economics, sociology, political economy and public health to work-family dilemmas, gender and social inequality. It ends by canvassing interventions and actions from the personal, to the workplace, health promotion and urban design.

  • Save 18%
     
    £114.99

    This handbook addresses issues around urban growth in early India. It provides theoretical and empirical insights from the perspective of the different regions of the subcontinent using various sources. The book chapters discuss how early urban forms evolved, transformed, and survived on the subcontinent, beginning with the third millennium BCE. This volume also looks at how urban space gradually emerged in borderland areas of the subcontinent and hill areas, which throw up relevant issues and questions of how we need to review elements of what we define as 'urban'. It includes chapters on both the early historic and early medieval periods. The book provides a comprehensive view of early India's urban history, insights into metallic money and cities, the origin of cities and waterways, geospatial and remote sensing techniques to reflect on the emergence of historic settlements, and so on. The contributors have presented the dialectical relationship between the city and the country in their chapters. The book covers themes such as the Indus Valley civilization, the rise of cities in the Ganges valley, the cultural setting of the multi-ethnic and multi-lingual Kushan cities, the dynamic of the growth of cities in the ancient Tamilakam, theories of urbanization, archaeological and epigraphic material reflecting on the first cities in different regions of the subcontinent, etc. It is an invaluable resource for students, researchers, and scholars in history, architecture, and archaeology, as well as scholars working on Indic studies.

  • Save 15%
     
    £42.49

    This book highlights the environmental applications of plant-mediated carbon quantum dots, i.e., detection of heavy metals, sensing of toxic organic compounds, degradation of dyes and other toxic compounds, antioxidant activity, antimicrobial activity, detection of drugs, etc. This book presents the chemistry and mechanism behind the synthesis and various environmental applications of QDs. This book is beneficial for researchers, professionals and students working in the fields of environmental sciences, material engineering, electronics, chemical engineering, biochemical and biomedical engineering, etc. It will be also useful in specialized courses in nanotechnology, green synthesis, Environmental Science & Engineering.

  • Save 16%
    by Jiang Wu
    £54.49

    In the era of digital economy with highly-connected world, the ability to comprehend social network computing has become an indispensable skill. This book serves as a vital guide for academics and professionals engaged in research within this rapidly expanding field.The book is organized into three parts, each dedicated to different facets of social network computing. The journey commences with an exploration of foundational principles, encompassing triadic closure, strong and weak ties, network homophily, and positive and negative balance. This lays the groundwork for an in-depth examination of fundamental theories governing social networks. Subsequently, the focus shifts to the laws dictating social networks, elucidating phenomena like the small world effect, power law distribution, community detection, diffusion processes, game theory dynamics, and hypernetworks, also including multiplex networks, multi-mode networks and temporal networks. The final section of the book centers on the practical aspects of social network analysis, delving into topics such as link prediction, influence evaluation, dynamic analysis, random experiments, modeling and simulation, and representation learning. This provides a comprehensive exploration of the applicability of social network analysis in real-world scenarios.This book seamlessly integrates theory with practice by incorporating popular social network computing software, including igraph, Gephi, Ucinet, and Netlogo. By mastering the computational thinking methods presented in this book, readers will deepen their understanding of social network computing and acquire the skills to effectively apply it in various real-world contexts.

  • Save 16%
    by Changho Suh
    £54.49

    This book introduces probabilistic modelling and explores its role in solving a broad spectrum of engineering problems that arise in Information Technology (IT). Divided into three parts, it begins by laying the foundation of basic probability concepts such as sample space, events, conditional probability, independence, total probability law and random variables. The second part delves into more advanced topics including random processes and key principles like Maximum A Posteriori (MAP) estimation, the law of large numbers and the central limit theorem. The last part applies these principles to various IT domains like communication, social networks, speech recognition, and machine learning, emphasizing the practical aspect of probability through real-world examples, case studies, and Python coding exercises.A notable feature of this book is its narrative style, seamlessly weaving together probability theories with both classical and contemporary IT applications. Each concept is reinforced with tightly-coupled exercise sets, and the associated fundamentals are explored mostly from first principles. Furthermore, it includes programming implementations of illustrative examples and algorithms, complemented by a brief Python tutorial.Departing from traditional organization, the book adopts a lecture-notes format, presenting interconnected themes and storylines. Primarily tailored for sophomore-level undergraduates, it also suits junior and senior-level courses. While readers benefit from mathematical maturity and programming exposure, supplementary materials and exercise problems aid understanding. Part III serves to inspire and provide insights for students and professionals alike, underscoring the pragmatic relevance of probabilistic concepts in IT.

  • Save 18%
  • Save 18%
    by Albert C. J. Luo
    £106.99

  • Save 20%
    by Robert E. Bartholomew
    £23.99

    This book provides an accessible overview of one particular type of social panic: that of the phantom attacker. Such panics are characterised by outbreaks of sensational claims of attacks by mysterious figures that seem to emerge from nowhere, attack their innocent human and animal victims, only to vanish without a trace. Taking the recent wave of needle-spiking reports in Europe as a starting point, this book does more than just catalogue such outbreaks historically and geographically. It also ties the phenomenon of phantom assailants to the moral panics literature.Meticulously investigating archival sources, the authors examine the social construction of social panics and unearth the parallels between contemporary episodes and historical antecedents in Europe, North America, Asia and Africa. Focusing on the sociohistorical and -cultural context, they uncover the role of mass media in creating and perpetuating these panics, which respond to anxieties pervading societies at particular points in history.Written in a lively style, this book is not only of interest for scholars and students of sociology, criminology, social psychology, media studies and history but also appeals to a lay audience interested in urban legends and true crime.

  • Save 13%
    by Tariq Dennison
    £30.49

    This book compares and contrasts 10 distinct investment philosophies and how each leads to different approaches to investment selection, portfolio construction, and risk management in practice. Each chapter aims to outline the principles and practical decisions of each different way of investing with the goal of helping readers better understand the logical implications of their own way of investment thinking, as well as a framework for evaluating how higher level investment decisions are made by their pension funds and other institutions.

  • Save 17%
    by Sushil
    £61.99

    This book emphasizes the concepts of strategic innovation and entrepreneurship, which are quite prevalent in today's organizations. Going beyond traditional approach that follows strategic analysis, choice and implementation framework, and traditional theories based on industrial organization paradigm and resource-based view, the book considers current business environment, which is volatile, uncertain, complex, chaotic, conflicting, and ambiguous (VUCA). It takes the strategic flexibility view to cope with these strategic challenges.The book introduces the subject matter of strategic management in retrospect and prospect, highlighting critical theories of strategic management. It uses a strategic learning framework rather than a purely analytical approach to dynamically learn about the external situation, internal resources, and capabilities. The evolution of strategy is given in terms of generic strategies in practice and adaptation in specific contexts. It further deals with essential topics such as strategic alliances and networks, mergers and acquisitions, and global strategy. It then provides the execution framework and models covering restructuring, leadership, corporate governance, and change management. The strategy in specific areas such as strategic technology management, e-business and knowledge management, and functional strategies and policies are discussed to understand the implementation depth. Finally, it touches upon contemporary issues such as sustainable enterprise, stakeholder perspectives, and comparative strategies in various contexts. It then outlines future directions of strategic management. In the end, case analysis guidelines are provided with sample cases from different parts of the world. The book also used interpretive and simulation methods such as system dynamics and total interpretive structural modeling to grasp the relationships and their dynamic impact provided throughout the book. It will be an invaluable resource for researchers of business strategy as well as students studying these courses; it will also be useful for industry practitioners, corporates and business policy makers.

  • Save 14%
     
    £38.49

    This book project was part of an annual series of Summer seminars held at Hong Kong's Tai Kwun Centre for Heritage and Arts, which brought the intellectual community together to debate the social issues of the day. The artists, writers, and scholars included in these texts represent unconventional thinkers completing rigorous scholarship that we think is important to be published today, as Hong Kong seeks for social and political alternatives. This book will be of interest to public intellectuals, political/cultural theorists and thinkers, as well as the international art community.Dr. Melissa Lee is CEO of the Chinese Canadian Museum. Previously, during the commissioning of this book and project, she was the Education and Public Programmes Curator at Tai Kwun. She holds degrees from McGill, University of Canterbury, and Lancaster.Daniel Ho is Senior Editor at Tai Kwun Centre for Heritage and Arts, Hong Kong. Previously, he was Chief Editor of Ran Dian magazine. He holds a MA from McGill University.

  • Save 13%
    by Jinsu Byun
    £30.49

    This book provides a comprehensive analysis of post-Games legacy governance including stakeholder relationships, institutional conditions, and policy environments, while also empirically exploring the modes of governance employed by select cases of the Winter Olympic Games. This work offers insights to help practitioners develop and manage the governance of legacy more effectively. Theoretical and methodological implications, as well as future avenues of research are suggested.

  • Save 17%
    by Indranath Gupta
    £62.49

    This textbook considers cases and materials introducing European Union (EU) data protection law to data protection enthusiasts while acting as a reference point for students and practitioners. The book's utility is twofold: the cases and materials can be used as a textbook as well as reference point for research. The book will benefit individuals new to this area and those at an intermediate level of familiarity with data protection law. It includes judgements delivered by the Court of Justice of the European Union (CJEU)/ European Court of Justice (ECJ) and decisions delivered by Data Protection Authorities (DPA) in the EU. While providing an overview of data protection law in the EU, the book introduces basic concepts of data protection law, principles of data protection law and rights and duties and remedies under the data protection law. Students would greatly benefit from the book by using it as an introduction to data protection law and as a reference point for research and assessments. Course instructors would benefit from the book by using it as core reading material.

  • Save 15%
    by TAPAN KUMAR DAS
    £42.49

    This book provides a clear understanding of quantum mechanics (QM) by developing it from fundamental postulates in an axiomatic manner, as its central theme. The target audience is physics students at master¿s level. It avoids historical developments, which are piecemeal, not logically well knitted, and may lead to misconceptions. Instead, in the present approach all of QM and all its rules are developed logically starting from the fundamental postulates only and no other assumptions.Specially noteworthy topics have been developed in a smooth contiguous fashion following the central theme. They provide a new approach to understanding QM. In most other texts, these are presented as disjoint separate topics. Since the reader may not be acquainted with advanced mathematical topics like linear vector space, a number of such topics have been presented as ¿mathematical preliminary.¿ Standard topics, viz. derivation of uncertainty relations, simple harmonic oscillator by operator method,bound systems in one and three dimensions, angular momentum, hydrogen-like atom, and scattering in one and three dimensions, are woven into the central theme.Advanced topics like approximation methods, spin and generalized angular momenta, addition of angular momenta, and relativistic quantum mechanics have been reserved for Volume II. ¿

  • Save 14%
     
    £38.49

    This open access book offers an introduction to the field of the environmental humanities in India. The environmental humanities, often referred to as 'EH', are a multifaceted, relatively new, and swiftly evolving field of scholarship that integrates the theories and approaches of various disciplines - from anthropology, art, communications, cultural studies, philosophy and ecology to history, literature, media, music, performance, politics, sociology, theology and theater. Practitioners of this considerably integrative and widely ranging field aim to address and, in certain cases, confront today's urgent ecological and cultural challenges, namely climate change, urban sustainability, biodiversity conservation, species decline, energy policy, the exigencies of the Anthropocene, environmental activism, and Indigenous peoples' justice. Although the environmental humanities have been relatively slow to gain traction in South Asia, an increasing momentum towards transdisciplinary approaches to ecology and sustainability is palpable in India. Comprising fourteen chapters, this contributed volume is the first major publication to call attention to current work in the environmental humanities in India. The volume foregrounds particular ecohumanist theories and methodologies evolving from Indian biocultural contexts. Towards this aim, the book consists of four thematic sections: Indigenous Perspectives: Conservation, Spirituality, and Language; Theoretical Grounding: Education, Law, and Ethics; Literary Formulations: Memoir, Parable, and Storyworlds; and Popular Narratives: Myth, Travel, and Music. The volume is of interest to undergraduates, postgraduates, early career scholars, and more established researchers in the environmental humanities and the allied fields of ecopoetics, ecocriticism, ecomusicology, environmental art, cultural ecology, postcolonial studies, and South Asian studies.This is an open access book.

  • Save 14%
     
    £38.49

    This open access book critically examines the policies and practices related to climate-related human mobility in Asia-Pacific and the legal and policy protection framework for climatically displaced migrants (CDMs) through an interdisciplinary human rights-based approach. While covering the policy and theoretical dimensions of mobility, it also evaluates the issue through empirical studies. The book illustrates how interdisciplinary rights-based approaches address and identify gaps in the protection framework for the region regarding dimensions of climate change displacement, migration, forced migration, susceptibility to climate change, and typology of climate change-induced displacement. Presenting multiple case scenarios, it recommends a legal mechanism based on human rights in a region brimming with variety and multiculturalism.Bringing together voices from the Asia-Pacific Academic Network on Disaster Displacement, the book examines issues that are immediately relevant in countries where they are living and working. In addition to academic perspective, the chapters also bring perspectives from positions held in national human rights institutions and government. They bring insight into lived experience and policy processes, seeking to avert, minimize, and address displacement, including through general disaster risk reduction and climate change adaptation initiatives, as well as specific initiatives around emergency preparedness for response and planned relocation and resettlement. The chapters examine diverse forms of human mobility, including displacement, planned relocation, and forced immobility. The combination of studies focusing on both sudden onset and slower onset movement is also distinctive. With a thorough understanding of the interdisciplinary rights-based approaches to the issue, students, researchers, policymakers, administrators, and all those engaged in studying these topics can quickly evaluate and appreciate how the rights of CDMs are protected on a national, regional, and international level in Asia-Pacific.

  • Save 14%
    by Sayan Chakraborty
    £34.49

    This book explains basic ideas behind several methods used in artificial intelligence-based knowledge management techniques. It also shows how these techniques are applied in practical contexts in different education sectors. The book discusses AI-based knowledge management applications, AI-empowered knowledge management in primary and higher education, and technical and ethical challenges and opportunities.

  • Save 14%
     
    £38.49

    This open access edited volume presents a series of studies utilizing a variety of linguistic research techniques to investigate areas of language education, acquisition and assessment, contemporary political debate, modern and historical print media, and clinical language disorders, in the Indonesian context. In doing so, the authors provide a rich and diverse overview of current research in the fields of linguistics and applied linguistics. The initial section focuses on research conducted in educational settings, focusing on English-medium instruction (EMI), reading assessment, discovery-based learning, cultural elements in textbooks, and pre-service teacher preparation in Indonesia, offering recommendations for improving language education. The second section demonstrates the applications of corpus linguistics, focusing on collocation patterns in different languages, lexical use and context of rhetorical markers, and authorship determination. A third section presents investigations related to aspects of historical and contemporary language use in a variety of contexts, including advertisements, political debate, Indonesian print media, and translanguaging and multilingual writings, discussing the social and cultural dimensions of language use in Indonesia. The final section focuses on clinical linguistics, investigating the relationship between language disorders and language use, including spoken narratives provided by patients with Alzheimer's and the structure and time reference use of agrammatic speakers, with valuable insights into the understanding, diagnosis and treatment of language disorders. Brought together in a single volume, the chapters illustrate how linguistic analysis can be applied across a variety of disciplines and research sites. The volume is relevant to linguists, educators, sociologists, historians, and members of the medical community with particular interest in the Indonesian context.

  • Save 16%
     
    £54.49

    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

  • Save 14%
    by Huajie Yang
    £38.49

    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.

  • Save 16%
    by Wenmin Wang
    £50.49

    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.

Join thousands of book lovers

Sign up to our newsletter and receive discounts and inspiration for your next reading experience.