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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
paperbackEngels9783319015941
9-12-2013
Data analysis, machine learning and knowledge discovery are research areas at the intersection of computer science, artificial intelligence, mathematics and statistics. Meer
paperbackEngels9783319000312
11-7-2013
The papers in this book cover issues related to the development of novel statistical models for the analysis of data. They offer solutions for relevant problems in statistical data analysis and contain the explicit derivation of the proposed models as well as their implementation. Meer
paperbackEngels9783319000343
10-9-2013
This volume provides approaches and solutions to challenges occurring at the interface of research fields such as, e.g., data analysis, data mining and knowledge discovery, computer science, operations research, and statistics. Meer
paperbackEngels9783319554761
18-11-2017
This edited volume lays the groundwork for Social Data Science, addressing epistemological issues, methods, technologies, software and applications of data science in the social sciences. 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
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
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
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
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
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
paperbackEngels9783030211394
7-9-2019
This book of peer-reviewed contributions presents the latest findings in classification, statistical learning, data analysis and related areas, including supervised and unsupervised classification, clustering, statistical analysis of mixed-type data, big data analysis, statistical modeling, graphical models and social networks. Meer
paperbackEngels9783540666196
21-12-1999
This book presents the most recent methods for analyzing and visualizing symbolic data. It generalizes classical methods of exploratory, statistical and graphical data analysis to the case of complex data. Meer
paperbackEngels9783540232216
19-11-2004
The volume presents innovations in data analysis and classification and gives an overview of the state of the art in these scientific fields and applications. 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
paperbackEngels9783540629818
19-6-1997
Large collections of data and information necessitate adequate methods for their analysis. The book presents such methods, proposes and discusses recent approaches and implementations and describes a series of practical 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
paperbackEngels9783540675891
1-8-2000
This volume contains revised versions of selected papers presented dur ing the 23rd Annual Conference of the German Classification Society GfKl (Gesellschaft fiir Klassifikation). Meer
paperbackEngels9783540603542
17-11-1995
th Selected papers presented at the 18 Annual Conference of th~ German Classification Society GfKl (Gesellschaft fUr Klassifikation) are contained in this volume of 'Studies in Classification, Data Analysis, and Knowledge Or ganization'. Meer