A survey of deep learning and foundation models for time series forecasting
Deep Learning has been successfully applied to many application domains, yet its
advantages have been slow to emerge for time series forecasting. For example, in the well …
advantages have been slow to emerge for time series forecasting. For example, in the well …
Knowledge Enhanced Deep Learning: Application to Pandemic Prediction
Deep Learning has been successfully applied to many problem domains, yet its advantages
have been slow to emerge for time series forecasting. For example, in the well-known M …
have been slow to emerge for time series forecasting. For example, in the well-known M …
[PDF][PDF] Data streams curation for better machine learning functionality and result to serve IoT and other applications: a survey
H Salah, I Al-Omari, J Alwidian… - Journal of Computer …, 2019 - researchgate.net
Data Curation on data streams is effective in operating and reducing costs of BIG DATA
analytic. Basically, analytic preparation requires data curation of available heterogeneous …
analytic. Basically, analytic preparation requires data curation of available heterogeneous …
[PDF][PDF] Introduction to Computational Data Science Using ScalaTion
JA Miller - Technical report, The University of Georgia, 2023 - cobweb.cs.uga.edu
Applied Mathematics accelerated starting with the differential equations of Euler's analytical
mechanics published in early 1700s [45, 117]. Over time increasingly accurate mathematical …
mechanics published in early 1700s [45, 117]. Over time increasingly accurate mathematical …
Data Curation and Optimization Techniques: A Systematic Mapping Study
JAA Ferreira, MA Musicante… - Authorea …, 2022 - advance.sagepub.com
We develop a Systematic Mapping Study to observe trends and research opportunities
around the concepts and techniques used in Data Curation for Big Data. Our work …
around the concepts and techniques used in Data Curation for Big Data. Our work …
[PDF][PDF] Forecasting Vehicle Traffic with Big Data
H Peng - 2019 - getd.libs.uga.edu
Traffic forecasting is an important issue in several aspects. It may help governments and city
planners make better decisions in regards to an intelligent transportation system. Traffic app …
planners make better decisions in regards to an intelligent transportation system. Traffic app …
[PDF][PDF] Introduction to ScalaTion
JA Miller - 2018 - cobweb.cs.uga.edu
Coded in Scala, the ScalaTion framework provides support for large-scale analytics and
simulation [3]. ScalaTion provides extensive support for analytics, optimization and …
simulation [3]. ScalaTion provides extensive support for analytics, optimization and …