All ebooks in the collection "Studies in Classification, Data Analysis, and Knowledge Organization" - Springer

Data Analysis, Machine Learning and Knowledge Discovery

Ruth Janning , Lars Schmidt-Thieme , Myra Spiliopoulou

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...

German-Japanese Interchange of Data Analysis Results

Yasumasa Baba , Wolfgang Gaul , Andreas Geyer-Schulz , Akinori Okada

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...

Algorithms from and for Nature and Life

Berthold Lausen , Alfred Ultsch , Dirk Van Den Poel

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...

Statistical Models for Data Analysis

Paolo Giudici , Salvatore Ingrassia , Maurizio Vichi

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...

Classification and Data Mining

Antonio Giusti , Gunter Ritter , Maurizio Vichi

?????????This volume contains both methodological papers showing new original methods, and papers on applications illustrating how new domain-specific knowledge can be made available from data by clever use of data analysis methods. The volume is subdivided in three...

Challenges at the Interface of Data Analysis, Computer Science, and Optimization

Wolfgang A. Gaul , Andreas Geyer-Schulz , Jonas Kunze , Lars Schmidt-Thieme

This volume provides approaches and solutions to challenges occurring at the interface of research fields such as data analysis, computer science, operations research, and statistics. It includes theoretically oriented contributions as well as papers from various...

Data Analysis and Classification

Carlo Natale Lauro , Michael Greenacre , Francesco Palumbo

Selected Contributions in Data Analysis and Classification

Patrice Bertrand , Paula Brito , Guy Cucumel , Francisco De Carvalho

By inviting me to write a preface, the organizers of the event in honour of Edwin Diday, have expressed their a?ection and I appreciate this very much. This gives me an opportunity to express my friendship and admiration for Edwin Diday, and I wrote this foreword with...

Advances in Data Analysis

Reinhold Decker , Hans-Joachim Lenz

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...

From Data and Information Analysis to Knowledge Engineering

Collectif

This volume collects revised versions of papers presented at the 29th Annual Conference of the Gesellschaft für Klassifikation, the German Classification Society, held at the Otto-von-Guericke-University of Magdeburg, Germany, in March 2005. In addition to traditional...

Classification - the Ubiquitous Challenge

Wolfgang A. Gaul , Claus Weihs