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Computer Science
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2020
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Automatic Emotion Detection in Text Messages using Supervised Learning
Creator:
Hasan, Maryam
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-11-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Application of Function Matching Techniques to Determine Libraries in Embedded Firmware
Creator:
Perera, Heshan A.
Advisor:
DeCarli, Lorenzo
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-07
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Decoding Cognitive States from fNIRS Neuroimaging Data Using Machine Learning
Keyword:
mind-wandering
,
machine learning
,
Echo State Network
,
cognitive load
,
rule learning
, and
functional near-infrared spectroscopy
Creator:
Liu, Ruixue
Advisor:
Solovey, Erin
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-10
Resource Type:
Dissertation
Degree:
PhD
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
The Influence of Automated Narrative Feedback on Student-Designed Gamified Research
Creator:
Mahajan, Shruti P.
Advisor:
Smith, Gillian Margaret
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-11
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Developing Automated Audio Assessment Tools for a Chinese Language Course
Keyword:
Audio Data
,
Natural Language Processing
,
Machine Learning
,
Automated Grading
, and
Deep Learning
Creator:
Varatharaj, Ashvini
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Attention-based Deep Learning Models for Text Classification and their Interpretability
Creator:
Sen, Cansu
Advisor:
Rundensteiner, Elke A.
and
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-10
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Ranking for Decision Making: Fairness and Usability
Keyword:
fairness
,
interactive ranking
, and
ranking
Creator:
Kuhlman, Caitlin A.
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Contextual Outlier Detection from Heterogeneous Data Sources
Keyword:
Scalable
,
Outlier Detection
,
Context
,
Heterogeneous Data Sources
, and
End-to-end System
Creator:
Yan, Yizhou
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-17
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Development of a Data-Grounded Theory of Program Design in HTDP
Keyword:
Program design
,
Human-centered computing
,
Cognition
,
Planning
,
Computing education
, and
Functional programming
Creator:
Castro, Francisco Enrique Vi G.
Advisor:
Fisler, Kathryn
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
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Unit (Department)
Computer Science
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