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Machine Learning and Its Applications

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出版日:2025/02/15 作者:Hoang Pham(EDI)  出版社:Springer Nature  裝訂:精裝
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The Modern Business Data Analyst: A Case Study Introduction Into Business Data Analytics with Crisp-DM and R
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出版日:2024/06/17 作者:Dominik Jung  出版社:Springer Nature  裝訂:平裝
This book illustrates and explains the key concepts of business data analytics from scratch, tackling the day-to-day challenges of a business data analyst. It provides you with all the professional tools you need to predict online shop sales, to conduct A/B tests on marketing campaigns, to generate automated reports with PowerPoint, to extract datasets from Wikipedia, and to create interactive analytics Web apps. Alongside these practical projects, this book provides hands-on coding exercises, case studies, the essential programming tools and the CRISP-DM framework which you'll need to kickstart your career in business data analytics.The different chapters prioritize practical understanding over mathematical theory, using realistic business data and challenges of the Junglivet Whisky Company to intuitively grasp key concepts and ideas. Designed for beginners and intermediates, this book guides you from business data analytics fundamentals to advanced techniques, covering a large number
優惠價: 1 3479
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The Resilience of Cultural Landscapes: Perspectives from UNESCO World Heritage Sites
90 折
出版日:2024/05/03 作者:Fabrizio Aimar  出版社:Springer Nature  裝訂:精裝
This book explores the possibility of building the resilience of the UNESCO cultural landscapes, both using theoretical conceptions and practical strategies and actions. Two case studies have been selected, one in Italy and one in China, which have then been explored for the first time in such a comparative way. Different notions of landscape, as well as the driving force of changes affecting these landscapes, are examined and compared.Moreover, the perceptions of the local communities regarding these landscapes are examined, using online questionnaires with over 400 participants. This research highlights the need for an integrated management system, building stronger rural communities able to manage change and continuity. Five pillars to build the resilience of these landscapes have been provided, with schemes and figures, requiring a people-centered approach in their management.This book demonstrates strong connections between identity and landscape resilience, especially in inlandar
優惠價: 9 6299
庫存:1
Marketing Innovations in the Automotive Industry ― Meeting the Challenges of the Digital Age
75 折
出版日:2019/06/14 作者:Elena Candelo  出版社:Springer Nature  裝訂:精裝
This book proposes that, within the automotive industry, revised marketing principles and innovative marketing strategies are needed to address more effectively the unprecedented challenges posed by t
優惠價: 75 6959
庫存:1
Economic and Financial Modelling With Eviews ― A Guide for Students and Professionals
75 折
出版日:2018/11/01 作者:Abdulkader Aljandali; Motasam Tatahi  出版社:Springer Nature  裝訂:精裝
This practical guide in Eviews is aimed at practitioners and students in business, economics, econometrics, and finance. It uses a step-by-step approach to equip readers with a toolkit that enables them to make the most of this widely used econometric analysis software. Statistical and econometrics concepts are explained visually with examples, problems, and solutions.Developed by economists, the Eviews statistical software package is used most commonly for time-series oriented econometric analysis. It allows users to quickly develop statistical relations from data and then use those relations to forecast future values of the data. The package provides convenient ways to enter or upload data series, create new series from existing ones, display and print series, carry out statistical analyses of relationships among series, and manipulate results and output. This highly hands-on resource includes more than 200 illustrative graphs and tables and tutorials throughout. Abdulkader Alja
優惠價: 75 5219
庫存:1
出版日:2018/09/27 作者:Jing Liu; Lei Sheng; Zhi-zhu He  出版社:Springer Nature  裝訂:精裝
This book discusses the core principles and practical applications of a brand new machine category: liquid-metal soft machines and motors. After a brief introduction on the conventional soft robot and
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出版日:2018/11/08 作者:Liang Xiao; Weihua Zhuang; Sheng Zhou; Cailian Chen  出版社:Springer Nature  裝訂:精裝
This timely book provides broad coverage of vehicular ad-hoc network (VANET) issues, such as security, and network selection. Machine learning based methods are applied to solve these issues
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出版日:2018/10/06 作者:Zhengyu Jin  出版社:Springer Nature  裝訂:精裝
This book discusses functional starch and its applications in food, focusing on starches with possible health benefits or novel applications. Covering slowly digested starch, resistant starch, po
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Optimal Control Theory ― Applications to Management Science and Economics
90 折
出版日:2018/12/17 作者:Suresh P. Sethi  出版社:Springer Nature  裝訂:精裝
This fully revised 3rd edition offers an introduction to optimal control theory and its diverse applications in management science and economics. It brings to students the concept of the maximum princ
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出版日:2018/12/05 作者:Swati Sharma (EDT); Ashok Kumar (EDT)  出版社:Springer Nature  裝訂:精裝
This book provides information about the sources, structure, and properties of keratin as well as its applications. The extraction from different biomass sources (e.g. feathers, hairs, nails, hor
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出版日:2018/11/13 作者:Mani Mehra  出版社:Springer Nature  裝訂:精裝
This book provides comprehensive information on the conceptual basis of wavelet theory and it applications. Maintaining an essential balance between mathematical rigour and the practical applications
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出版日:2018/11/13 作者:Marcelo Corrales (EDT); Mark Fenwick (EDT); Forg? Nikolaus (EDT)  出版社:Springer Nature  裝訂:精裝
Artificial intelligence and related technologies are changing both the law and the legal profession. In particular, technological advances in fields ranging from machine learning to more advanced robo
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出版日:2018/09/18 作者:Lyndon White; Roberto Togneri; Wei Liu; Mohammed Bennamoun  出版社:Springer Nature  裝訂:精裝
This book offers an introduction to modern natural language processing using machine learning, focusing on how neural networks create a machine interpretable representation of the meaning of natural l
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Understanding Markov Chains ― Examples and Applications
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出版日:2018/08/15 作者:Nicolas Privault  出版社:Springer Nature  裝訂:平裝
This book provides an undergraduate-level introduction to discrete and continuous-time Markov chains and their applications, with a particular focus on the first step analysis technique and its applic
優惠價: 1 2899
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出版日:2018/08/11 作者:Roger Bowden  出版社:Springer Nature  裝訂:精裝
This book finds a broad domain of relevance in statistics and the social sciences. Its conceptual development is supported by applications to economics and income distribution, finance, education, dem
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Commutative Algebra and Its Interactions to Algebraic Geometry ― Viasm 2013?014
90 折
出版日:2018/08/03 作者:Nguyen Tu Cuong (EDT); Le Tuan Hoa (EDT); Ngo Viet Trung (EDT)  出版社:Springer Nature  裝訂:平裝
This book presents four lectures on recent research in commutative algebra and its applications to algebraic geometry. Aimed at researchers and graduate students with an advanced background in algebra
優惠價: 9 3240
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出版日:2018/07/25 作者:Tadashi Matsunaga (EDT); Tsuyoshi Tanaka (EDT); David Kisailus (EDT)  出版社:Springer Nature  裝訂:精裝
This book addresses the biologically controlled synthesis of magnetic materials, and its applications in bio-inspired design and synthesis. It highlights several key aspects of biologically produced m
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出版日:2018/07/12 作者:Lu Chen; Shenglian Guo  出版社:Springer Nature  裝訂:精裝
This book presents an overview of copula theory and its application in hydrology, and provides valuable insights, useful methods and practical applications for multivariate hydrological analysis using
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出版日:2019/03/09 作者:Alexander V. Ryzhkov; Dusan S. Zrnic  出版社:Springer Nature  裝訂:精裝
This monograph offers a wide array of contemporary information on weather radar polarimetry and its applications. The book tightly connects the microphysical processes responsible for the develop
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出版日:2019/01/14 作者:Dorina Mitrea  出版社:Springer Nature  裝訂:平裝
The aim of this book is to offer, in a concise, rigorous, and largely self-contained manner, a rapid introduction to the theory of distributions and its applications to partial differential equations
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This book explains the fundamentals of control theory for Internet of Things (IoT) systems and smart grids and its applications. It discusses the challenges imposed by large-scale systems, and describ
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The Ascent of Gim, the Global Intelligent Machine ― A History of Production and Information Machines
90 折
出版日:2018/12/01 作者:Teun Koetsier  出版社:Springer Nature  裝訂:精裝
In the concluding chapters of this book the author introduces GIM, the Global Intelligent Machine. GIM is a huge global hybrid machine, a combination of production machinery, information machinery and mechanized networks. In the future it may very well encompass all machinery on the globe.The author discusses the development of machines from the Stone Age until the present and pays particular attention to the rise of the science of machines and the development of the relationship between science and technology. The first production and information tools were invented in the Stone Age. In the Agricultural empires tools and machinery became more complex. During and after the Industrial Revolution the pace of innovation accelerated. In the 20th century the mechanization of production, information processing and networks became increasingly sophisticated. GIM is the culmination of this development.GIM is no science fiction. GIM exists and is growing and getting smarte
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Management of Hypertension ― Current Practice and the Application of Landmark Trials
90 折
出版日:2018/11/29 作者:Vasilios Papademetriou (EDT); Emmanuel A. Andreadis (EDT); Charalampia Geladari (EDT)  出版社:Springer Nature  裝訂:精裝
This book is a valuable tool to assist both cardiovascular physicians and scientists learning the intricacies of hypertension research and its milestone studies. All major hypertension trials have bee
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Learning Factories ― Concepts, Guidelines, Best-practice Examples
90 折
出版日:2018/10/20 作者:Eberhard Abele; Joachim Metternich; Michael Tisch  出版社:Springer Nature  裝訂:精裝
This book presents the state of the art of learning factories. It outlines the motivations, historic background, and the didactic foundations of learning factories. Definitions of the term learning fa
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Cohesion, Coherence and Temporal Reference from an Experimental Corpus Pragmatics Perspective
90 折
出版日:2018/10/18 作者:Cristina Grisot; Manfred Von Ehrenfried  出版社:Springer Nature  裝訂:精裝
This open access book provides new methodological and theoretical insights into temporal reference and its linguistic expression, from a cross-linguistic experimental corpus pragmatics approach. Verbal tenses, in general, and more specifically the categories of tense, grammatical and lexical aspect are treated as cohesion ties contributing to the temporal coherence of a discourse, as well as to the cognitive temporal coherence of the mental representations built in the language comprehension process. As such, it investigates the phenomenon of temporal reference at the interface between corpus linguistics, theoretical linguistics and pragmatics, experimental pragmatics, psycholinguistics, natural language processing and machine translation.
優惠價: 9 2430
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出版日:2018/10/12 作者:Jinlong Zhang; Baozhu Tian; Lingzhi Wang; Mingyang Xing; Juying Lei  出版社:Springer Nature  裝訂:精裝
This book describes the photocatalytic mechanism, factors affecting photocatalytic activity, design and preparation of different kinds of nanostructured photocatalysts, and their applications in the e
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Dynamics of Disasters ― Algorithmic Approaches and Applications
90 折
出版日:2018/10/08 作者:Ilias S. Kotsireas (EDT); Anna Nagurney (EDT); Panos M. Pardalos (EDT)  出版社:Springer Nature  裝訂:精裝
This book surveys new algorithmic approaches and applications to natural and man-made disasters such as oil spills, hurricanes, earthquakes and wildfires. Based on the “Third International Conference
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出版日:2018/09/07 作者:Azra Moeed; Dayle Anderson  出版社:Springer Nature  裝訂:精裝
This book explores teaching and learning through science investigation and practical work. It draws upon two representative case studies from New Zealand and examines what students are learning from s
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An Introduction to Random Currents and Its Applications
90 折
出版日:2018/08/14 作者:Vincenzo Capasso  出版社:Springer Nature  裝訂:平裝
This book introduces random currents by presenting underlying mathematical methods necessary for applications. The theory of currents is an advanced topic in geometric measure theory that extends dist
優惠價: 9 2835
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出版日:2018/08/14 作者:Gunter Malle; B. Heinrich Matzat  出版社:Springer Nature  裝訂:精裝
A consistent and near complete survey of the important progress made in the field over the last few years, with the main emphasis on the rigidity method and its applications. Among others, this monogr
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Variational Analysis and Applications
90 折
出版日:2018/08/13 作者:Boris S. Mordukhovich  出版社:Springer Nature  裝訂:精裝
Building on fundamental results in variational analysis, this monograph presents new and recent developments in the field as well as selected applications. Accessible to a broad spectrum of potential
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Distance Learning, E-learning and Blended Learning in Mathematics Education ― International Trends in Research and Development
90 折
出版日:2018/08/07 作者:Jason Silverman (EDT); Veronica Hoyos (EDT)  出版社:Springer Nature  裝訂:精裝
This book builds on current and emerging research in distance learning, e-learning and blended learning. Specifically, it tests the boundaries of what is known by examining and discussing recent resea
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Advances in Web-based Learning - Icwl 2018 ― 17th International Conference, Chiang Mai, Thailand, August 22-24, 2018, Proceedings
90 折
This book constitutes the proceedings of the 17th International Conference on Web-Based Learning, ICWL 2018, held in Chiang Mai, Thailand, in August 2018.The 11 revised full papers presented together with 4 short papers were carefully reviewed and selected from 37 submissions. The papers are organized in topical sections on learning assessment and behavior; case studies; augmented reality and collaborative learning; game-based learning; and learning content management and experience sharing.
優惠價: 9 2430
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出版日:2018/06/27 作者:Parul Ichhpujani; Sahil Thakur  出版社:Springer Nature  裝訂:精裝
This book provides information on how to extract the most from mobile applications and easily adapt and integrate them into daily practice. Today mobile applications that can optimize patient flo
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出版日:2018/06/13 作者:Noeline Wright  出版社:Springer Nature  裝訂:精裝
This book traces how a new school, physically designed as a modern learning environment, has come into being in New Zealand. A key feature is how it designs its curriculum for future citizen
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Metabolomics ― From Fundamentals to Clinical Applications
90 折
出版日:2018/06/09 作者:Alessandra Sussulini (EDT)  出版社:Springer Nature  裝訂:平裝
This book provides a comprehensive view of metabolomics, from the basic concepts, through sample preparation and analytical methodologies, to data interpretation and applications in medicine. It
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Spatial Language Understanding: Representation, Reasoning, and Grounding
90 折
出版日:2025/08/30 作者:Parisa Kordjamshidi  出版社:Springer Nature  裝訂:精裝
This book provides an overview of multiple aspects of spatial language understanding and explores recent trends of modeling based on very large foundational models and their applications. The authors address the following five main themes: spatial semantic representations in both symbolic and sub-symbolic spaces; spatial information extraction computational models; reasoning over spatial language; commonsense spatial understanding; and multiple modern and state-of-the-art downstream applications of spatial language understanding including dialogue systems, narrative discourse, and grounding language in the physical world with the multi-modal problem settings. One of the essential functions of natural language is to express spatial relationships between objects. Linguistic constructs can encode highly complex structures of objects, spatial relations between them, and patterns of motion through space relative to a reference point. The complexity of spatial language understanding and its
優惠價: 9 2348
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出版日:2022/04/24 作者:Monica Bianchini(EDI)  出版社:Springer Nature  裝訂:平裝
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Quantum Computing: An Applied Approach
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出版日:2021/09/21 作者:Jack D. Hidary  出版社:Springer Nature  裝訂:精裝
This book integrates the foundations of quantum computing with a hands-on coding approach to this emerging field; it is the first to bring these strands together in an updated manner. This work is suitable for both academic coursework and corporate technical training.The second edition includes extensive updates and revisions, both to textual content and to the code. Sections have been added on quantum machine learning, quantum error correction, Dirac notation and more. This new edition benefits from the input of the many faculty, students, corporate engineering teams, and independent readers who have used the first edition.This volume comprises three books under one cover: Part I outlines the necessary foundations of quantum computing and quantum circuits. Part II walks through the canon of quantum computing algorithms and provides code on a range of quantum computing methods in current use. Part III covers the mathematical toolkit required to master quantum computing. Additional reso
優惠價: 1 2660
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