Accounting and Statistical Analyses for Sustainable Development Multiple Perspectives and Information-Theoretic Complexity Reduction
In this book Claudia Lemke develops a comprehensive Multi-Level Sustainable Development Index (MLSDI) that is applicable ...
Lee mas
Adaptive Machine Learning Algorithms with Python : Solve Data Analytics and Machine Learing Problems on Edge Devices / Chanchal Chatterjee
Learn to use adaptive algorithms to solve real-world streaming data problems. This book covers a multitude of data processing ...
Lee mas
Case Studies in Spatial Point Process Modeling
Point process statistics is successfully used in fields such as material science, human epidemiology, social sciences, animal ...
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
Geometric Data Analysis
Geometric Data Analysis (GDA) is the name suggested by Stanford University to designate the approach to Multivariate Statistics ...
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
Selected Contributions in Data Analysis and Classification
This was the era of the ?rst university calculation centres that one accessed over a counter. One would deposit cards on ...
Lee mas
Statistical Methods for Biostatistics and Related Fields
Biostatistics is one of the scientific fields for which the recent developments have been extremely important. It is also ...
Lee mas
The Variational Bayes Method in Signal Processing
This is the first book-length treatment of the Variational Bayes (VB) approximation in signal processing. It has been written ...
Lee mas
