Advances in Data Mining (vol. # 4065)
The Industrial Conference on Data Mining ICDM-Leipzig was the sixth event in a series of annual events which started in 2000. ...
Lee mas
An R and S-Plus® Companion to Multivariate Analysis
Most data sets collected by researchers are multivariate, and in the majority of cases the variables need to be examined ...
Lee mas
Applied Multivariate Statistical Analysis
This book presents the tools and concepts of multivariate data analysis in a way that is understandable for non-mathematicians ...
Lee mas
Data Analysis and Decision Support
Presents advances in data analysis and decision support and gives an actual overview on the interface between mathematics, ...
Lee mas
Data Analysis, Classification and the Forward Search
This book presents new developments in data analysis, classification and multivariate statistics, and in their algorithmic ...
Lee mas
Data Analysis, Classification and the Forward Search
This book presents new developments in data analysis, classification and multivariate statistics, and in their algorithmic ...
Lee mas
Data Science and Classification
This volume provides new methodological developments in data analysis and classification. A wide range of topics is covered ...
Lee mas
Data Science and Classification
This volume provides new methodological developments in data analysis and classification. A wide range of topics is covered ...
Lee mas
Data Science in Theory and Practice: Techniques for Big Data Analytics and Complex Data Sets / Maria Cristina Mariani, Osei Kofi Tweneboah, Maria Pia Beccar-Varela
Delivers a comprehensive treatment of the mathematical and statistical models useful for analyzing data sets arising in various ...
Lee mas
Fundamentals of Pattern Recognition and Machine Learning
Fundamentals of Pattern Recognition and Machine Learning is designed for a one or two-semester introductory course in Pattern ...
Lee mas
Handbook of Data Visualization
This new volume in the series Springer Handbooks of Computational Statistics gives an overview of modern data visualization ...
Lee mas
Modern Multidimensional Scaling
The book provides a comprehensive treatment of multidimensional scaling (MDS), a family of statistical techniques for analyzing ...
Lee mas
Modern Multivariate Statistical Techniques : Regression, Classification, and Manifold Learning
Remarkable advances in computation and data storage and the ready availability of huge data sets have been the keys to the ...
Lee mas
Multivariate Statistics: Exercises and Solutions
The first part is devoted to graphical techniques. The second part deals with multivariate random variables and presents ...
Lee mas
New Developments in Classification and Data Analysis
This volume contains revised versions of selected papers presented during the biannual meeting of the Classification and ...
Lee mas
Nonlinear Dimensionality Reduction
This book describes existing and advanced methods to reduce the dimensionality of numerical databases. For each method, the ...
Lee mas
Principal Manifolds for Data Visualization and Dimension Reduction
In 1901, Karl Pearson invented Principal Component Analysis (PCA). Since then, PCA serves as a prototype for many other tools ...
Lee mas
