Søgning på underkategorier- og emner:
This book presents state-of-the-art solutions to the theoretical and practical challenges stemming from the leverage of big data and its computational intelligence in supporting smart network operation, management, and optimization.
Large-scale machine learning could prove highly beneficial in the study of earth science, a broad, multidisciplinary field of study that generates huge... Læs mere
This book is a compilation of important topics in biometrics-based authentication, with a focus on new trends such as applications in... Læs mere
Intermediate user level
Presents comprehensive coverage of data mining concepts and techniques. This work presents various data mining methodologies, concepts, and available software tools for each... Læs mere
Edited by two of the leading experts in the field, this book provides a comprehensive reference book on feature engineering. The book provides a description of problems and applications for feature engineering, as well as its techniques, principles, issues, and challenges.
This book showcases a collection of important predictive models that used during the pandemic, and discusses and compares their efficacy and... Læs mere
However, since the late nineties, many new methods have been developed and nonlinear dimensionality reduction, also called manifold learning, has become a hot topic.... Læs mere
The three volume proceedings LNAI 11051 – 11053 constitutes the refereed... Læs mere
This book constitutes the revised selected papers from the 7th IFIP WG 2.6 International Symposium on Data-Driven Process Discovery and Analysis, SIMPDA 2017, held in Neuchatel, Switzerland, in December 2017.