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Wills, Craig E.
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Modern Computer Science Approaches in Biology: From Predicting Molecular Functions to Modeling Protein Structure
Creator:
Narykov, Oleksandr
Advisor:
Korkin, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
ClinicalICDBERT: Predicting Re-Admission Risk from Clinical Notes, Vital Signs and ICD Codes using BERT Models
Keyword:
hospital readmissions
,
ICD codes
,
clinical notes
,
vital signs
,
ClinicalBERT
, and
BERT
Creator:
Adamjee, Merzia Naeem
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
HDR-Like Image Generation to Mitigate Adverse Wound Illumination Using Deep Bi-directional Retinex and Exposure Fusion
Keyword:
HDR image
,
medical image analysis
,
image enhancement
,
deep learning
, and
wound assessment
Creator:
Hou, Songlin
Advisor:
Agu, Emmanuel O.
and
Lindsay, Clifford
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-19
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Rethink Lighting Estimation for 3D Vision-enabled Mobile Augmented Reality
Keyword:
Augmented Reality
,
Lighting Estimation
, and
Mobile System
Creator:
Zhao, Yiqin
Advisor:
Guo, Tian
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Speech-based Traumatic Brain Injury (TBI) Assessment using Deep Learning Methods with Limited Labeled Data
Creator:
Ditthapron, Apiwat
Advisor:
Lammert, Adam
and
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Text Representations of Math Tutorial Videos for Clustering, Retrieval, and Learning Gain Prediction
Keyword:
Crowdsourcing
,
Open educational resources (OER)
, and
Information Retrieval
Creator:
Liamthong, Pichayut
Advisor:
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-01
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Training Noise-Robust Spoken Phrase Detectors with Scarce and Private Data: An Application to Classroom Observation Videos
Keyword:
classroom observation
,
automated feedback
,
speech recognition
, and
multitask learning
Creator:
Zylich, Brian Matthew
Advisor:
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Using Smart Scheduling to Reduce the Negative Impacts of Instrumentation-based Defenses on Embedded Systems
Keyword:
scheduling
,
instrumentation-based defense
,
security
, and
embedded systems
Creator:
Le Baron, Thomas
Advisor:
Walls, Robert Joseph
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Boosting Gene Expression Clustering with System-Wide Biological Information and Deep Learning
Keyword:
community detection
,
biological network
,
robust autoencoder
,
deep learning
, and
gene expression clustering
Creator:
Cui, Hongzhu
Advisor:
Korkin, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
How's My Network - Incentives and Impediments of Home Network Measurements
Creator:
Ritacco, Alan W
Advisor:
Wills, Craig E.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-12-17
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
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25
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Worcester Polytechnic Institute
26
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