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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:
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:
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:
Data Science
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Masters Theses
2
PhD Dissertations
1
Year
2020
2
2021
1
Creator
Alphonsus, Aaron G.
1
Liu, Haitao
1
Perucic, Aleksa
1
Advisor
Heffernan, Neil
1
Paffenroth, Randy Clinton
1
Rundensteiner, Elke A.
1
Zou, Jian
1
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Heffernan, Neil
1
Kong, Xiangnan
1
Li, Yanhua
1
Paffenroth, Randy Clinton
1
Ravishanker, Nalini
1
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Unit
Computer Science
2
Data Science
1
Publisher
Worcester Polytechnic Institute
3
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Thesis
2
Dissertation
1
