Dynamic Clustering
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Dynamic Clustering
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Author : Abdelhamid Bouchachia
language : en
Publisher:
Release Date : 2012
Dynamic Clustering written by Abdelhamid Bouchachia and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with categories.
Dynamic Clustering On Web Search Results
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Author : Qing Zhang
language : en
Publisher:
Release Date : 2000
Dynamic Clustering On Web Search Results written by Qing Zhang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with categories.
Y Means
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Author : Yu Guan
language : en
Publisher:
Release Date : 2003
Y Means written by Yu Guan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Cluster analysis categories.
Dynamic Clustering Of Multivariate Panel Data
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Author : André Lucas
language : en
Publisher:
Release Date : 2020
Dynamic Clustering Of Multivariate Panel Data written by André Lucas and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.
We propose a dynamic clustering model for studying time-varying group structures in multivariate panel data. The model is dynamic in three ways: First, the cluster means and covariance matrices are time-varying to track gradual changes in cluster characteristics over time. Second, the units of interest can transition between clusters over time based on a Hidden Markov model (HMM). Finally, the HMM's transition matrix can depend on lagged cluster distances as well as economic covariates. Monte Carlo experiments suggest that the units can be classified reliably in a variety of settings. An empirical study of 299 European banks between 2008Q1 and 2018Q2 suggests that banks have become less diverse over time in key characteristics. On average, approximately 3% of banks transition each quarter. Transitions across clusters are related to cluster dissimilarity and differences in bank profitability.
On Line Dynamic Clustering For Object Instances
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Author : Jeffrey Scott Pinkston
language : en
Publisher:
Release Date : 1995
On Line Dynamic Clustering For Object Instances written by Jeffrey Scott Pinkston and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Cluster analysis categories.
Multicriteria Dynamic Clustering
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Author : Uri Hanani
language : en
Publisher:
Release Date : 1979
Multicriteria Dynamic Clustering written by Uri Hanani and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with categories.
Dynamic Fuzzy Pattern Recognition With Applications To Finance And Engineering
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Author : Larisa Angstenberger
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-14
Dynamic Fuzzy Pattern Recognition With Applications To Finance And Engineering written by Larisa Angstenberger and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-14 with Mathematics categories.
Dynamic Fuzzy Pattern Recognition with Applications to Finance and Engineering focuses on fuzzy clustering methods which have proven to be very powerful in pattern recognition and considers the entire process of dynamic pattern recognition. This book sets a general framework for Dynamic Pattern Recognition, describing in detail the monitoring process using fuzzy tools and the adaptation process in which the classifiers have to be adapted, using the observations of the dynamic process. It then focuses on the problem of a changing cluster structure (new clusters, merging of clusters, splitting of clusters and the detection of gradual changes in the cluster structure). Finally, the book integrates these parts into a complete algorithm for dynamic fuzzy classifier design and classification.
Advances In Fuzzy Clustering And Its Applications
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Author : Jose Valente de Oliveira
language : en
Publisher: John Wiley & Sons
Release Date : 2007-06-13
Advances In Fuzzy Clustering And Its Applications written by Jose Valente de Oliveira and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-06-13 with Technology & Engineering categories.
A comprehensive, coherent, and in depth presentation of the state of the art in fuzzy clustering. Fuzzy clustering is now a mature and vibrant area of research with highly innovative advanced applications. Encapsulating this through presenting a careful selection of research contributions, this book addresses timely and relevant concepts and methods, whilst identifying major challenges and recent developments in the area. Split into five clear sections, Fundamentals, Visualization, Algorithms and Computational Aspects, Real-Time and Dynamic Clustering, and Applications and Case Studies, the book covers a wealth of novel, original and fully updated material, and in particular offers: a focus on the algorithmic and computational augmentations of fuzzy clustering and its effectiveness in handling high dimensional problems, distributed problem solving and uncertainty management. presentations of the important and relevant phases of cluster design, including the role of information granules, fuzzy sets in the realization of human-centricity facet of data analysis, as well as system modelling demonstrations of how the results facilitate further detailed development of models, and enhance interpretation aspects a carefully organized illustrative series of applications and case studies in which fuzzy clustering plays a pivotal role This book will be of key interest to engineers associated with fuzzy control, bioinformatics, data mining, image processing, and pattern recognition, while computer engineers, students and researchers, in most engineering disciplines, will find this an invaluable resource and research tool.
Dynamic Clustering Techniques For Physical Database Design
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Author : Jo-Mei Chang
language : en
Publisher:
Release Date : 1978
Dynamic Clustering Techniques For Physical Database Design written by Jo-Mei Chang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1978 with Data structures (Computer science) categories.
Electronic Commerce And Web Technologies
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Author : Kurt Bauknecht
language : en
Publisher: Springer
Release Date : 2003-06-30
Electronic Commerce And Web Technologies written by Kurt Bauknecht and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-06-30 with Computers categories.
We welcome you to the Second International Conference on E commerce and Web Technology (ECWEB 2001) held in conjunction with DEXA 2001 in Munich, Germany. This conference, now in its second year, is a forum to bring together researchers from academia and commercial developers from industry to discuss the state of the art in E commerce and web technology and explore new ideas. We thank you all for coming to Munich to participate and debate the new emerging advances in this area. The research presentation and discussion during the conference will help to exchange new ideas among the researchers, developers, and practitioners. The conference program consists of an invited talk by Hannes Werthner, University of Trento, Italy, as well as the technical sessions. The regular sessions cover topics from XML Transformations and Web Development to User Behavior and Case Studies. The workshop has attracted more than 80 papers and each paper has been reviewed by at least 3 program committee members for its merit. The program committee have selected 31 papers for presentation. We would like to express our thanks to the people who helped put together the technical program: the program committee members and external reviewers for their timely and rigorous reviews of the papers, the DEXA organizing committee for their help in administrative work and support, and special thanks to Gabriela Wagner for always responding promptly.