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This book focuses on different applications of multimedia with supervised and unsupervised data engineering in the modern world. It includes AI-based soft... Læs mere
This is a concise all-in-one analytics book for business professionals or university students who want to understand the concepts of analytics, grasp hands-on... Læs mere
This third edition explores both the leading software tools, methodology of spatial data analysis and the suite of R, for the analysis of vector... Læs mere
Understand how to apply predictive analytics to better manage a company and its resources more effectively, with this revolutionary book for marketing professionals.
This book discusses the Internet of Things (IoT) and Data Analytics from a technical, application, and business point of view. It describes... Læs mere
Table of Contents: Ensembles Discovered / Predictive Learning and Decision Trees / Model Complexity, Model Selection and Regularization / Importance Sampling and the Classic Ensemble Methods / Rule Ensembles and Interpretation Statistics / Ensemble Complexity
This lecture, from a data mining perspective, introduces characteristics of social media, reviews representative tasks of computing with social media, and illustrates associated challenges.
This includes a critical discussion of interaction, the identification of links between the key aspects of interaction, and the formulation of research topics for future work with a focus on interaction.
As specific examples, this book details GPGPU usages to produce fast enough visualization to be interactive with improved brushing... Læs mere
While software developers have worked for many years to develop software that helps users do their tasks, this task is becoming more and more onerous, as... Læs mere