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Clustering Methodology for Symbolic Data【電子書籍】[ Lynne Billard ]

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価格￥10,986

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＜p＞＜strong＞Covers everything readers need to know about clustering methodology for symbolic dataーincluding new methods and headingsーwhile providing a focus on multi-valued list data, interval data and histogram data＜/strong＞＜/p＞＜p＞This book presents all of the latest developments in the field of clustering methodology for symbolic dataーpaying special attention to the classification methodology for multi-valued list, interval-valued and histogram-valued data methodology, along with numerous worked examples. The book also offers an expansive discussion of data management techniques showing how to manage the large complex dataset into more manageable datasets ready for analyses.＜/p＞＜p＞Filled with examples, tables, figures, and case studies, ＜em＞Clustering Methodology for Symbolic Data＜/em＞ begins by offering chapters on data management, distance measures, general clustering techniques, partitioning, divisive clustering, and agglomerative and pyramid clustering.＜...

Graph-Based Clustering and Data Visualization Algorithms【電子書籍】[ ?gnes Vathy-Fogarassy ]

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価格￥7,292

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＜p＞This work presents a data visualization technique that combines graph-based topology representation and dimensionality reduction methods to visualize the intrinsic data structure in a low-dimensional vector space. The application of graphs in clustering and visualization has several advantages. A graph of important edges (where edges characterize relations and weights represent similarities or distances) provides a compact representation of the entire complex data set. This text describes clustering and visualization methods that are able to utilize information hidden in these graphs, based on the synergistic combination of clustering, graph-theory, neural networks, data visualization, dimensionality reduction, fuzzy methods, and topology learning. The work contains numerous examples to aid in the understanding and implementation of the proposed algorithms, supported by a MATLAB toolbox available at an associated website.＜/p＞画面が切り替わりますので、しばらくお待ち下さい。 ※...

Data Classification and Incremental Clustering in Data Mining and Machine Learning【電子書籍】[ Sanjay Chakraborty ]

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価格￥9,723

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＜p＞This book is a comprehensive, hands-on guide to the basics of data mining and machine learning with a special emphasis on supervised and unsupervised learning methods. The book lays stress on the new ways of thinking needed to master in machine learning based on the Python, R, and Java programming platforms. This book first provides an understanding of data mining, machine learning and their applications, giving special attention to classification and clustering techniques. The authors offer a discussion on data mining and machine learning techniques with case studies and examples. The book also describes the hands-on coding examples of some well-known supervised and unsupervised learning techniques using three different and popular coding platforms: R, Python, and Java. This book explains some of the most popular classification techniques (K-NN, Na?ve Bayes, Decision tree, Random forest, Support vector machine etc,) along with the basic description of artificial neural network...

Partitional Clustering Algorithms【電子書籍】

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価格￥12,154

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＜p＞This book focuses on partitional clustering algorithms, which are commonly used in engineering and computer scientific applications. The goal of this volume is to summarize the state-of-the-art in partitional clustering. The book includes such topics as center-based clustering, competitive learning clustering and density-based clustering. Each chapter is contributed by a leading expert in the field.＜/p＞画面が切り替わりますので、しばらくお待ち下さい。 ※ご購入は、楽天kobo商品ページからお願いします。※切り替わらない場合は、こちらをクリックして下さい。 ※このページからは注文できません。

洋書 Clustering Dynamics and the Location of High-Tech-Firms (Contributions to Economics)

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価格￥11,627

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*** We ship internationally, so do not use a package forwarding service. We cannot ship to a package forwarding company address because of the Japanese customs regulation. If it is shipped and customs office does not let the package go, we do not make a refund. 【注意事項】 *** 特に注意してください。 *** ・個人ではない法人・団体名義での購入はできません。この場合税関で滅却されてもお客様負担になりますので御了承願います。・お名前にカタカナが入っている場合法人である可能性が高いため当店システムから自動保留します。カタカナで記載が必要な場合はカタカナ変わりローマ字で記載してください。・お名前またはご住所が法人・団体名義（XX株式会社等）、商店名などを含めている場合、または電話番号が個人のものではない場合、税関から法人名義でみなされますのでご注意ください。・転送サービス会社への発送もできません。この場合税関で滅却されてもお客様負担になりますので御了承願います。 *** ・注文後品切れや価格変動でキャンセルされる場合がございますので予めご了承願います。・当店でご購入された商品は、原則として、「個...

洋書 Oracle 10g RAC Grid, Services and Clustering

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価格￥14,641

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*** We ship internationally, so do not use a package forwarding service. We cannot ship to a package forwarding company address because of the Japanese customs regulation. If it is shipped and customs office does not let the package go, we do not make a refund. 【注意事項】 *** 特に注意してください。 *** ・個人ではない法人・団体名義での購入はできません。この場合税関で滅却されてもお客様負担になりますので御了承願います。・お名前にカタカナが入っている場合法人である可能性が高いため当店システムから自動保留します。カタカナで記載が必要な場合はカタカナ変わりローマ字で記載してください。・お名前またはご住所が法人・団体名義（XX株式会社等）、商店名などを含めている場合、または電話番号が個人のものではない場合、税関から法人名義でみなされますのでご注意ください。・転送サービス会社への発送もできません。この場合税関で滅却されてもお客様負担になりますので御了承願います。 *** ・注文後品切れや価格変動でキャンセルされる場合がございますので予めご了承願います。・当店でご購入された商品は、原則として、「個...

洋書 Paperback, Machine Learning With Go: Implement Regression, Classification, Clustering, Time-series Models, Neural Networks, and More using the Go Programming Language

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価格￥10,844

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*** We ship internationally, so do not use a package forwarding service. We cannot ship to a package forwarding company address because of the Japanese customs regulation. If it is shipped and customs office does not let the package go, we do not make a refund. 【注意事項】 *** 特に注意してください。 *** ・個人ではない法人・団体名義での購入はできません。この場合税関で滅却されてもお客様負担になりますので御了承願います。・お名前にカタカナが入っている場合法人である可能性が高いため当店システムから自動保留します。カタカナで記載が必要な場合はカタカナ変わりローマ字で記載してください。・お名前またはご住所が法人・団体名義（XX株式会社等）、商店名などを含めている場合、または電話番号が個人のものではない場合、税関から法人名義でみなされますのでご注意ください。・転送サービス会社への発送もできません。この場合税関で滅却されてもお客様負担になりますので御了承願います。 *** ・注文後品切れや価格変動でキャンセルされる場合がございますので予めご了承願います。・当店でご購入された商品は、原則として、「個...

Data Clustering Algorithms and Applications【電子書籍】

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価格￥14,014

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＜p＞Research on the problem of clustering tends to be fragmented across the pattern recognition, database, data mining, and machine learning communities. Addressing this problem in a unified way, ＜strong＞Data Clustering: Algorithms and Applications＜/strong＞ provides complete coverage of the entire area of clustering, from basic methods to more refined and complex data clustering approaches. It pays special attention to recent issues in graphs, social networks, and other domains.＜/p＞＜p＞The book focuses on three primary aspects of data clustering:＜/p＞＜ul＞＜li＞＜em＞Methods＜/em＞, describing key techniques commonly used for clustering, such as feature selection, agglomerative clustering, partitional clustering, density-based clustering, probabilistic clustering, grid-based clustering, spectral clustering, and nonnegative matrix factorization＜/li＞＜li＞＜em＞Domains＜/em＞, covering methods used for different domains of data, such as categorical data, text data, mul...

Python Machine Learning for Beginners: Unsupervised Learning, Clustering, and Dimensionality Reduction. Part 2【電子書籍】[ Tom Lesley ]

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価格￥800

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＜p＞Python Machine Learning for Beginners: Your Journey to Becoming a Python Machine Learning Expert is a comprehensive guide designed for individuals with little or no prior experience in machine learning. This book is designed to provide a step-by-step introduction to the world of machine learning and help you understand the concepts, tools, and techniques required to become a proficient machine learning practitioner.＜/p＞＜p＞The book covers the fundamentals of machine learning, including supervised and unsupervised learning, feature engineering, model selection, and evaluation. You will learn how to use Python libraries such as scikit-learn, TensorFlow, and PyTorch to build and evaluate machine learning models.＜/p＞＜p＞With a focus on practical examples and hands-on exercises, the book will help you build a solid foundation in machine learning and give you the confidence to tackle real-world projects. The book also includes a variety of case studies and projects that will ...

Fuzzy C-mean Clustering using Data Mining【電子書籍】[ VIGNESH RAMAMOORTHY H ]

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価格￥727

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＜p＞The goal of traditional clustering is to assign each data point to one and only one cluster. In contrast, fuzzy clustering assigns different degrees of membership to each point. The membership of a point is thus shared among various clusters. This creates the concept of fuzzy boundaries which differs from the traditional concept of well-defined boundaries.＜/p＞＜p＞In hard clustering, data is divided into distinct clusters, where each data element belongs to exactly one cluster. In fuzzy clustering (also referred to as soft clustering), data elements can belong to more than one cluster, and associated with each element is a set of membership levels. These indicate the strength of the association between that data element and a particular cluster. Fuzzy clustering is a process of assigning these membership levels, and then using them to assign data elements to one or more clusters.＜/p＞＜p＞This algorithm uses the FCM traditional algorithm to locate the centers of clusters f...

Advances in K-means Clustering A Data Mining Thinking【電子書籍】[ Junjie Wu ]

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価格￥12,154

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＜p＞Nearly everyone knows K-means algorithm in the fields of data mining and business intelligence. But the ever-emerging data with extremely complicated characteristics bring new challenges to this "old" algorithm. This book addresses these challenges and makes novel contributions in establishing theoretical frameworks for K-means distances and K-means based consensus clustering, identifying the "dangerous" uniform effect and zero-value dilemma of K-means, adapting right measures for cluster validity, and integrating K-means with SVMs for rare class analysis. This book not only enriches the clustering and optimization theories, but also provides good guidance for the practical use of K-means, especially for important tasks such as network intrusion detection and credit fraud prediction. The thesis on which this book is based has won the "2010 National Excellent Doctoral Dissertation Award", the highest honor for not more than 100 PhD theses per year in China.＜/p＞画面が切り替わり...

Python Machine Learning for Beginners: Unsupervised Learning, Clustering, and Dimensionality Reduction. Part 3【電子書籍】[ Tom Lesley ]

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価格￥800

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＜p＞Python Machine Learning for Beginners: Become a Machine Learning Pro with Python. A Beginner's Guide" is an all-in-one guide to get started with the exciting world of machine learning. This book covers all the fundamentals of machine learning, including regression analysis, classification algorithms, clustering, natural language processing, and deep learning, with a focus on practical applications in Python. Whether you're a complete beginner with no prior programming experience or have some experience but are new to machine learning, this book provides a comprehensive and hands-on approach to learning machine learning with Python.＜/p＞＜p＞With step-by-step instructions and plenty of real-world examples, this book will help you understand the concepts and techniques required to build and deploy machine learning models. You'll learn how to preprocess and analyze data, evaluate and optimize machine learning models, and deploy them in real-world applications. Along the way, you...

洋書 Paperback, Clusters as Subsystems in Light Nuclei (Clustering Phenomena in Nuclei) (German Edition)

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価格￥13,525

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*** We ship internationally, so do not use a package forwarding service. We cannot ship to a package forwarding company address because of the Japanese customs regulation. If it is shipped and customs office does not let the package go, we do not make a refund. 【注意事項】 *** 特に注意してください。 *** ・個人ではない法人・団体名義での購入はできません。この場合税関で滅却されてもお客様負担になりますので御了承願います。・お名前にカタカナが入っている場合法人である可能性が高いため当店システムから自動保留します。カタカナで記載が必要な場合はカタカナ変わりローマ字で記載してください。・お名前またはご住所が法人・団体名義（XX株式会社等）、商店名などを含めている場合、または電話番号が個人のものではない場合、税関から法人名義でみなされますのでご注意ください。・転送サービス会社への発送もできません。この場合税関で滅却されてもお客様負担になりますので御了承願います。 *** ・注文後品切れや価格変動でキャンセルされる場合がございますので予めご了承願います。・当店でご購入された商品は、原則として、「個...

Reverse Clustering Formulation, Interpretation and Case Studies【電子書籍】[ Jan W. Owsi?ski ]

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価格￥17,016

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＜p＞This book presents a new perspective on and a new approach to a wide spectrum of situations, related to data analysis, actually, a kind of a new paradigm. Namely, for a given data set and its partition, whose origins may be of any kind, the authors try to reconstruct this partition on the basis of the data set given, using very broadly conceived clustering procedure. The main advantages of this new paradigm concern the substantive aspects of the particular cases considered, mainly in view of the variety of interpretations, which can be assumed in the framework of the paradigm. Due to the novel problem formulation and the flexibility in the interpretations of this problem and its components, the domains, which are encompassed (or at least affected) by the potential use of the paradigm, include cluster analysis, classification, outlier detection, feature selection, and even factor analysis as well as geometry of the data set. The book is useful for all those who look for new, non...

Self-Learning and Adaptive Algorithms for Business Applications A Guide to Adaptive Neuro-Fuzzy Systems for Fuzzy Clustering Under Uncertainty Conditions【電子書籍】[ Zhengbing Hu ]

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価格￥5,767

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＜p＞In today’s data-driven world, more sophisticated algorithms for data processing are in high demand, mainly when the data cannot be handled with the help of traditional techniques. Self-learning and adaptive algorithms are now widely used by such leading giants that as Google, Tesla, Microsoft, and Facebook in their projects and applications.＜/p＞＜p＞In this guide designed for researchers and students of computer science, readers will find a resource for how to apply methods that work on real-life problems to their challenging applications, and a go-to work that makes fuzzy clustering issues and aspects clear. Including research relevant to those studying cybernetics, applied mathematics, statistics, engineering, and bioinformatics who are working in the areas of machine learning, artificial intelligence, complex system modeling and analysis, neural networks, and optimization, this is an ideal read for anyone interested in learning more about the fascinating new developments ...

Mobile, Wireless and Sensor Networks A Clustering Algorithm for Energy Efficiency and Safety【電子書籍】[ Amine Dahane ]

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価格￥21,778

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＜p＞Wireless networking covers a variety of topics involving many challenges. The main concern of clustering approaches for mobile wireless sensor networks (WSNs) is to prolong the battery life of the individual sensors and the network lifetime. For a successful clustering approach, the need of a powerful mechanism to safely elect a cluster head remains a challenging task in many research works that take into account the mobility of the network. In ＜strong＞Mobile, Wireless and Sensor Networks: A Clustering Algorithm for Energy Efficiency and Safety＜/strong＞, the authors use an approach based on computing of the weight of each node in the network as the proposed technique to deal with this problem. They present a virtual laboratory platform (VLP) of baptized mercury, allowing students and researchers to make practical work (PW) on different aspects of mobile wireless sensor networks. The authors’ choice of WSNs is motivated mainly by the use of real experiments needed in most co...

洋書 Clustering High--Dimensional Data: First International Workshop, CHDD 2012, Naples, Italy, May 15, 2012, Revised Selected Papers (Lecture Notes in Computer Science)

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価格￥8,697

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*** We ship internationally, so do not use a package forwarding service. We cannot ship to a package forwarding company address because of the Japanese customs regulation. If it is shipped and customs office does not let the package go, we do not make a refund. 【注意事項】 *** 特に注意してください。 *** ・個人ではない法人・団体名義での購入はできません。この場合税関で滅却されてもお客様負担になりますので御了承願います。・お名前にカタカナが入っている場合法人である可能性が高いため当店システムから自動保留します。カタカナで記載が必要な場合はカタカナ変わりローマ字で記載してください。・お名前またはご住所が法人・団体名義（XX株式会社等）、商店名などを含めている場合、または電話番号が個人のものではない場合、税関から法人名義でみなされますのでご注意ください。・転送サービス会社への発送もできません。この場合税関で滅却されてもお客様負担になりますので御了承願います。 *** ・注文後品切れや価格変動でキャンセルされる場合がございますので予めご了承願います。・当店でご購入された商品は、原則として、「個...

【中古】【輸入品・未使用】Ordinal and Relational Clustering (Interdisciplinary Mathematical Sciences)

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価格￥18,894

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【中古】【輸入品・未使用】Ordinal and Relational Clustering (Interdisciplinary Mathematical Sciences)【メーカー名】World Scientific Pub Co Inc【メーカー型番】【ブランド名】【商品説明】Ordinal and Relational Clustering (Interdisciplinary Mathematical Sciences)当店では初期不良に限り、商品到着から7日間は返品を受付けております。こちらは海外販売用に買取り致しました未使用品です。買取り致しました為、中古扱いとしております。他モールとの併売品の為、完売の際はご連絡致しますのでご了承下さい。速やかにご返金させて頂きます。ご注文からお届けまで1、ご注文⇒ご注文は24時間受け付けております。2、注文確認⇒ご注文後、当店から注文確認メールを送信します。3、配送⇒当店海外倉庫から取り寄せの場合は10〜30日程度でのお届けとなります。国内到着後、発送の際に通知にてご連絡致します。国内倉庫からの場合は3〜7日でのお届けとなります。　※離島、北海道、九州、沖縄は遅れる場合がございます。予めご了承下さい。お電話でのお問合せは少人数で運営の為受け付けておりませんので、メールにてお問合せお願い致します。営業時間　月〜金　10:00...

Large-Scale Group Decision-Making State-to-the-Art Clustering and Consensus Paths【電子書籍】[ Su-Min Yu ]

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価格￥15,800

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＜p＞This book explores clustering operations in the context of social networks and consensus-reaching paths that take into account non-cooperative behaviors. This book focuses on the two key issues in large-scale group decision-making: clustering and consensus building. Clustering aims to reduce the dimension of a large group. Consensus reaching requires that the divergent individual opinions of the decision makers converge to the group opinion.＜/p＞＜p＞This book emphasizes the similarity of opinions and social relationships as important measurement attributes of clustering, which makes it different from traditional clustering methods with single attribute to divide the original large group without requiring a combination of the above two attributes. The proposed consensus models focus on the treatment of non-cooperative behaviors in the consensus-reaching process and explores the influence of trust loss on the consensus-reaching process.The logic behind is as follows: firstly, ...

洋書 Paperback, Intelligent Text Categorization and Clustering (Studies in Computational Intelligence)

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価格￥19,994

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*** We ship internationally, so do not use a package forwarding service. We cannot ship to a package forwarding company address because of the Japanese customs regulation. If it is shipped and customs office does not let the package go, we do not make a refund. 【注意事項】 *** 特に注意してください。 *** ・個人ではない法人・団体名義での購入はできません。この場合税関で滅却されてもお客様負担になりますので御了承願います。・お名前にカタカナが入っている場合法人である可能性が高いため当店システムから自動保留します。カタカナで記載が必要な場合はカタカナ変わりローマ字で記載してください。・お名前またはご住所が法人・団体名義（XX株式会社等）、商店名などを含めている場合、または電話番号が個人のものではない場合、税関から法人名義でみなされますのでご注意ください。・転送サービス会社への発送もできません。この場合税関で滅却されてもお客様負担になりますので御了承願います。 *** ・注文後品切れや価格変動でキャンセルされる場合がございますので予めご了承願います。・当店でご購入された商品は、原則として、「個...