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paperbackEngels9783319066912
21-7-2014
This volume presents theoretical developments, applications and computational methods for the analysis and modeling in behavioral and social sciences where data are usually complex to explore and investigate. Meer
paperbackEngels9783319012636
18-11-2013
This volume focuses on innovative approaches and recent developments in clustering, analysis of data and models, and applications: The first part of the book covers a broad range of innovations in the area of clustering, from algorithmic innovations for graph clustering to new visualization and evaluation techniques. Meer
paperbackEngels9783319252247
4-8-2016
This book offers a snapshot of the state-of-the-art in classification at the interface between statistics, computer science and application fields. The contributions span a broad spectrum, from theoretical developments to practical applications; they all share a strong computational component. Meer
paperbackEngels9783030523473
29-8-2020
This volume gathers peer-reviewed contributions on data analysis, classification and related areas presented at the 28th Conference of the Section on Classification and Data Analysis of the Polish Statistical Association, SKAD 2019, held in Szczecin, Poland, on September 18–20, 2019. Meer
paperbackEngels9783030251468
1-10-2019
This volume presents a selection of research papers on various topics at the interface of statistics and computer science. Emphasis is put on the practical applications of statistical methods in various disciplines, using machine learning and other computational methods. Meer
paperbackEngels9783030699437
14-7-2021
The contributions gathered in this book focus on modern methods for statistical learning and modeling in data analysis and present a series of engaging real-world applications. Meer
paperbackEngels9783030526795
25-11-2020
Focusing on methodologies, applications and challenges of textual data analysis and related fields, this book gathers selected and peer-reviewed contributions presented at the 14th International Conference on Statistical Analysis of Textual Data (JADT 2018), held in Rome, Italy, on June 12-15, 2018. Meer
paperbackEngels9783030751890
28-6-2021
This volume gathers peer-reviewed contributions that address a wide range of recent developments in the methodology and applications of data analysis and classification tools in micro and macroeconomic problems. Meer
paperbackEngels9783030601034
15-2-2021
This volume presents the latest advances in statistics and data science, including theoretical, methodological and computational developments and practical applications related to classification and clustering, data gathering, exploratory and multivariate data analysis, statistical modeling, and knowledge discovery and seeking. Meer
paperbackEngels9783319173764
14-9-2015
This edited volume focuses on recent research results in classification, multivariate statistics and machine learning and highlights advances in statistical models for data analysis. Meer
paperbackEngels9783031101892
16-10-2022
This volume presents a selection of peer-reviewed papers that address the latest developments in the methodology and applications of data analysis and classification tools to micro- and macroeconomic problems. Meer
paperbackEngels9783030512217
26-11-2020
The peer-reviewed contributions gathered in this book address methods, software and applications of statistics and data science in the social sciences. Meer
paperbackEngels9783540709800
22-2-2007
This book focuses on exploratory data analysis, learning of latent structures in datasets, and unscrambling of knowledge. Coverage details a broad range of methods from multivariate statistics, clustering and classification, visualization and scaling as well as from data and time series analysis. Meer
paperbackEngels9783540782391
29-4-2008
Data analysis and machine learning are research areas at the intersection of computer science, artificial intelligence, mathematics and statistics. They cover general methods and techniques that can be applied to a vast set of applications such as web and text mining, marketing, medical science, bioinformatics and business intelligence. Meer
paperbackEngels9783540403548
21-7-2003
The volume presents new developments in data analysis and classification and gives an overview of the state of the art in these scientific fields and relevant applications. Meer
paperbackEngels9783540658559
16-7-1999
nd Selected papers presented at the 22 Annual Conference of the German Classification Society GfKI (Gesellschaft fUr Klassifikation), held at the Uni versity of Dresden in 1998, are contained in this volume of "Studies in Clas sification, Data Analysis, and Knowledge Organization" . Meer
paperbackEngels9783540547082
10-12-1991
This volume contains revised versions of 35 papers presented during the 15th Annual Con ference of the Gesellschaft fiir Klassifikation (GfKl), the German Classification Society. Meer
paperbackEngels9783540260073
13-7-2005
It is a great privilege and pleasure to write a foreword for a book honor ing Wolfgang Gaul on the occasion of his sixtieth birthday. Wolfgang Gaul is currently Professor of Business Administration and Management Science and the Head of the Institute of Decision Theory and Management Science, Faculty of Economics, University of Karlsruhe (TH), Germany. Meer
paperbackEngels9783540344155
5-7-2006
Data Science and Classification provides new methodological developments in data analysis and classification. The broad and comprehensive coverage includes the measurement of similarity and dissimilarity, methods for classification and clustering, network and graph analyses, analysis of symbolic data, and web mining. Meer
paperbackEngels9783540567363
5-7-1993
In many fields of science and practice large amounts of data
and informationare collected for analyzing and visualizing
latent structures as orderings or classifications for
example. Meer