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Filtering by: Keyword time series

Behavior Detectors to Support Feedback Generation using Problem-Solving Action Data

Keyword:

lstm, nlp, behavior detection, time series, and feedback

Creator:

Alphonsus, Aaron G.

Advisor:

Heffernan, Neil

Publisher:

Worcester Polytechnic Institute

Date Created:

2021-05-06

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
SIFT: A Deep Network for Irregularly-Sampled Multivariate Time Series

Keyword:

deep learning and time series

Creator:

Perucic, Aleksa

Advisor:

Rundensteiner, Elke A.

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-12-11

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Patterns Detection on Multivariate High-Frequency Time Series

Keyword:

time series, graphical model, kernel method, biclustering, anomaly detection, and mutual information

Creator:

Liu, Haitao

Advisor:

Paffenroth, Randy Clinton and Zou, Jian

Publisher:

Worcester Polytechnic Institute

Date Created:

2020-08-09

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science