ScholarIQanswers from OpenAlex
Time Series Analysis and Forecasting
TopicLeading institutions, researchers & key papers
Time Series Analysis and Forecasting is a topic indexed in ScholarIQ from OpenAlex.
What is known about Time Series Analysis and Forecasting?
ScholarIQrecord summary
This cluster of papers focuses on the clustering, classification, and analysis of time series data. It covers various algorithms and techniques such as dynamic time warping, feature extraction, deep learning, symbolic representation, multivariate classification, similarity measures, dimensionality reduction, and pattern discovery.
How many works does Time Series Analysis and Forecasting have?
ScholarIQindexed works
Time Series Analysis and Forecasting has 62 works in the ScholarIQ index. The count is the OpenAlex total, not the number of papers listed on this page.
What is the OpenAlex record for Time Series Analysis and Forecasting?
ScholarIQopenalex
The OpenAlex for Time Series Analysis and Forecasting is on the source record.
What are the most-cited papers on Time Series Analysis and Forecasting?
ScholarIQmost cited works
PhysioBank, PhysioToolkit, and PhysioNet
Ary L. Goldberger, Luı́s A. Nunes Amaral, Leon Glass, Jeffrey M. Hausdorff, Plamen Ch. Ivanov, Roger G. Mark, Joseph E. Mietus, G.B. Moody, Chung‐Kang Peng, H. Eugene Stanley
Deep learning for time series classification: a review
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Müller
Recurrent Neural Networks for Multivariate Time Series with Missing Values
Zhengping Che, Sanjay Purushotham, Kyunghyun Cho, David Sontag, Yan Liu
A global averaging method for dynamic time warping, with applications to clustering
François Petitjean, Alain Ketterlin, Pierre Gançarski
Data Mining for the Internet of Things: Literature Review and Challenges
Feng Chen, Pan Deng, Jiafu Wan, Daqiang Zhang, Athanasios V. Vasilakos, Xiaohui Rong
Where is Time Series Analysis and Forecasting research published, and who funds it?
ScholarIQvenues & funding sources
TOP JOURNALS
TOP FUNDERS
National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
Funder breakdown is a member featureSign up free to unlock
How much of the research on Time Series Analysis and Forecasting is open access?
ScholarIQopen access share
73%OPEN ACCESS