This chapter provides a comprehensive and unified view of data analytics fundamentals.
Four functional facets of data analytics—descriptive, diagnostic, predictive, and prescriptive …

Introducción: Los métodos de aprendizaje automático permiten manejar datos estructurados
y no estructurados para construir modelos predictivos y apoyar la toma de decisiones …

Oversubscription is a common practice for improving cloud resource utilization. It allows the
cloud service provider to sell more resources than the physical limit, assuming not all users …

This research effort proposes a novel method for identifying and extracting roads from aerial
images taken after a disaster using graph-based image segmentation. The dataset that is …

Big data is predominantly associated with data retrieval, storage, and analytics. Data
analytics is prone to privacy violations and data disclosures, which can be partly attributed to …

One of the biggest concerns of big data and analytics is privacy. We believe the forthcoming
frameworks and theories will establish several solutions for the privacy protection. One of the …

We address the real problem of safe, robust, adaptive resource oversubscription in uncertain
environments with our proposed novel technique of chance-constrained imitation learning …

This chapter provides a comprehensive and unified view of data analytics and educational
data mining, and how they are used to improve student learning and engagement. The …

By migrating its workload to larger Data Centers (DCs), the digital realm has been able to
improve its energy efficiency. The consumption due to the increase in usage has thus been …

Dr CR Rao’s contributions to the advancement of economic science | Proceedings - Mathematical
Sciences Skip to main content Springer Nature Link Account Menu Find a journal Publish with us …