Studies in Classification, Data Analysis, and Knowledge Organization – serie
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71 produkter
Statistical Learning of Complex Data
Av Francesca Greselin, Laura Deldossi m. fl.
Häftad, 2019
1529 kr
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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, …
Applications in Statistical Computing
From Music Data Analysis to Industrial Quality Improvement
Av Nadja Bauer, Katja Ickstadt m. fl.
Häftad, 2019
551 kr
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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. The book covers fields of …
Data Science and Social Research II
Methods, Technologies and Applications
Av Paolo Mariani, Mariangela Zenga
Häftad, 2020
1855 kr
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The peer-reviewed contributions gathered in this book address methods, software and applications of statistics and data science in the social sciences. The data revolution in social science research has not only produced new business models, but has also provided policymakers with better …
Classification and Data Analysis
Theory and Applications
Av Krzysztof Jajuga, Jacek Batóg m. fl.
Häftad, 2020
1855 kr
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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. Providing a …
Text Analytics
Advances and Challenges
Av Domenica Fioredistella Iezzi, Damon Mayaffre m. fl.
Häftad, 2020
1747 kr
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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, …
Data Analysis and Rationality in a Complex World
Av Theodore Chadjipadelis, Berthold Lausen m. fl.
Häftad, 2021
1855 kr
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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 …
Statistical Learning and Modeling in Data Analysis
Methods and Applications
Av Simona Balzano, Giovanni C. Porzio m. fl.
Häftad, 2021
1855 kr
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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. The book covers numerous research topics, ranging from statistical inference and modeling to clustering and factorial …
Data Analysis and Classification
Methods and Applications
Av Krzysztof Jajuga, Krzysztof Najman m. fl.
Häftad, 2021
1747 kr
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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. The papers were originally presented at the 29th Conference of the Section on …
Classification and Data Science in the Digital Age
Av Paula Brito, José G. Dias m. fl.
Häftad, 2023
442 kr
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The contributions gathered in this open access book focus on modern methods for data science and classification and present a series of real-world applications. Numerous research topics are covered, ranging from statistical inference and modeling to clustering and dimension reduction, from …
Modern Classification and Data Analysis
Methodology and Applications to Micro- and Macroeconomic Problems
Av Krzysztof Jajuga, Grażyna Dehnel m. fl.
Häftad, 2022
1203 kr
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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. The contributions were originally presented at the 30th Conference of the Section on …
Statistical Models and Methods for Data Science
Av Leonardo Grilli, Monia Lupparelli m. fl.
Häftad, 2023
1638 kr
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This book focuses on methods and models in classification and data analysis and presents real-world applications at the interface with data science. Numerous topics are covered, ranging from statistical inference and modelling to clustering and factorial methods, and from directional data analysis …
Recent Trends and Future Challenges in Learning from Data
Av Cristina Davino, Francesco Palumbo m. fl.
Häftad, 2024
1807 kr
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This book collects together selected peer-reviewed contributions presented at the European Conference on Data Analysis, ECDA 2022, held in Naples, Italy, September 14-16, 2022. Highlighting the role of statistics in discovering novel and interesting patterns in the era of big data, it follows the …
New Frontiers in Textual Data Analysis
Av Giuseppe Giordano, Michelangelo Misuraca
Häftad, 2024
1911 kr
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This volume presents a selection of articles which explore methodological and applicative aspects of textual data analysis. Divided into four parts, it begins by focusing on statistical methods, and then moves on to problems in quantitative language processing. After discussing the challenging task …
Statistical Models and Learning Methods for Complex Data
Av Giuseppe Giordano, Michele La Rocca m. fl.
Häftad, 2025
1638 kr
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This book on statistical models and learning methods for complex data comprises a selection of peer-reviewed post-conference papers presented at the 14th Scientific Meeting of the Classification and Data Analysis Group of the Italian Statistical Society (CLADAG 2023), held in Salerno, Italy, …
Data Science, Classification, and Artificial Intelligence for Modeling Decision Making
Av Javier Trejos, Theodore Chadjipadelis m. fl.
Häftad, 2025
1747 kr
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This book gathers selected and peer-reviewed contributions presented at the 18th Conference of the International Federation of Classification Societies (IFCS 2024), held in San José, Costa Rica, July 15–19, 2024. Covering a wide range of topics, it describes modern methods and real-world …
Supervised and Unsupervised Statistical Data Analysis
Av Antonio D'Ambrosio, Mark de Rooij m. fl.
Häftad, 2025
2182 kr
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The contributions in this book offer new insights into the theoretical and practical challenges of supervised and unsupervised learning, highlighting the remarkable breadth of contemporary statistical research while maintaining methodological rigor. Innovative approaches to statistical modeling, …
Data Science and Social Research III
Epistemology, Methods, Technology, Applications, and Relation to Artificial Intelligence
Av Maria Gabriella Grassia, Marina Marino m. fl.
Häftad, 2027
2463 kr
Kommande
This volume reflects the state of the art in social data science and comprises a selection of peer-reviewed papers from the 4th International Conference on Data Science and Social Research, DSSR 2024, held in Naples, Italy, March 25–27, 2024. Drawing on statistics and computational methods within …
Statistical Models for Data Analysis
Av Paolo Giudici, Salvatore Ingrassia m. fl.
Häftad, 2013
1638 kr
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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. The book …
Algorithms from and for Nature and Life
Classification and Data Analysis
Av Berthold Lausen, Dirk Van den Poel m. fl.
Häftad, 2013
1127 kr
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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. In addition to theory-oriented contributions various application areas …
German-Japanese Interchange of Data Analysis Results
Av Wolfgang Gaul, Andreas Geyer-Schulz m. fl.
Häftad, 2013
1094 kr
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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 …
Data Analysis, Machine Learning and Knowledge Discovery
Av Myra Spiliopoulou, Lars Schmidt-Thieme m. fl.
Häftad, 2013
1127 kr
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Data analysis, machine learning and knowledge discovery 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, …
Analysis and Modeling of Complex Data in Behavioral and Social Sciences
Av Donatella Vicari, Akinori Okada m. fl.
Häftad, 2014
551 kr
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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. The challenging proposals provide a connection between statistical methodology and the …
Advances in Statistical Models for Data Analysis
Av Isabella Morlini, Tommaso Minerva m. fl.
Häftad, 2015
1094 kr
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This edited volume focuses on recent research results in classification, multivariate statistics and machine learning and highlights advances in statistical models for data analysis. The volume provides both methodological developments and contributions to a wide range of application areas such as …
Analysis of Large and Complex Data
Av Adalbert F.X. Wilhelm, Hans A. Kestler
Häftad, 2016
1747 kr
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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. The …
Data Science and Social Research
Epistemology, Methods, Technology and Applications
Av N. Carlo Lauro, Enrica Amaturo m. fl.
Häftad, 2017
1747 kr
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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. It presents data science techniques for the collection, analysis and use of both online and offline new (big) …
Classification, (Big) Data Analysis and Statistical Learning
Av Francesco Mola, Claudio Conversano m. fl.
Häftad, 2018
1203 kr
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This edited book focuses on the latest developments in classification, statistical learning, data analysis and related areas of data science, including statistical analysis of large datasets, big data analytics, time series clustering, integration of data from different sources, as well as social …
Data Science
Innovative Developments in Data Analysis and Clustering
Av Francesco Palumbo, Angela Montanari m. fl.
Häftad, 2017
1420 kr
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This edited volume on the latest advances in data science covers a wide range of topics in the context of data analysis and classification. In particular, it includes contributions on classification methods for high-dimensional data, clustering methods, multivariate statistical methods, and various …
Advances in Multivariate Data Analysis
Proceedings of the Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, University of Palermo, July 5–6, 2001
Av Hans-Hermann Bock, Marcello Chiodi m. fl.
Häftad, 2004
1094 kr
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This volume contains a selection of papers presented during the biennial meeting of the CLAssification and Data Analysis Group (CLADAG) of the Societa Italiana di Statistica which was orga nized by the Istituto di Statistica of the Universita degli Studi di Palermo and held in the Palazzo Steri in …
Classification, Clustering, and Data Mining Applications
Proceedings of the Meeting of the International Federation of Classification Societies (IFCS), Illinois Institute of Technology, Chicago, 15–18 July 2004
Av David Banks, Leanna House m. fl.
Häftad, 2004
1615 kr
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Modern data analysis stands at the interface of statistics, computer science, and discrete mathematics. This volume describes new methods in this area, with special emphasis on classification and cluster analysis. Those methods are applied to problems in information retrieval, phylogeny, medical …
Innovations in Classification, Data Science, and Information Systems
Proceedings of the 27th Annual Conference of the Gesellschaft für Klassifikation e.V., Brandenburg University of Technology, Cottbus, March 12-14, 2003
Av Daniel Baier, Klaus-Dieter Wernecke
Häftad, 2004
1615 kr
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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. Areas that receive considerable attention in the book are discrimination and clustering, data analysis and statistics, as well as …
