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PhD Dissertations
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2021
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Modelling and Evaluating Financial Sustainability using Data Envelopment Analysis and Machine Learning Methods
Keyword:
benchmarking
,
data envelopment analysis
,
optimization
,
performance evaluation
,
banking
, and
machine learning
Creator:
Shi, Yu
Advisor:
Zhu, Joe
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Business Administration
MANIRank: Multiple Attribute and Intersectional Fairness for Consensus Ranking
Keyword:
Bias
,
Consensus Ranking
, and
Fair decision making
Creator:
Cachel, Kathleen
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-20
Resource Type:
Dissertation
Degree:
MS
Unit (Department):
Data Science
Complex Sequential Modeling
Keyword:
recurrent neural network
,
human behavior learning
, and
sequential modeling
Creator:
Wu, Guojun
Advisor:
Li, Yanhua
and
Zhang, Ziming
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-11-29
Resource Type:
Dissertation
Degree:
PhD
Colloidal Interaction of Cellulose with Solid-acid Catalyst and Its Implications for Hydrolysis
Keyword:
Cellulose Hydrolysis
,
Colloidal Interaction
,
Surface Energy
,
Solid Acid Catalyst
,
Contact Angle
, and
Biomass Decomposition
Creator:
Zhang, Ziyang
Advisor:
Timko, Michael T.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Chemical Engineering
2D Representation Learning of 3D Point Clouds in Segmentation and Localization for Autonomous Driving
Keyword:
Localization
,
Representation Learning
,
Segmentation
,
Autonomous Driving
, and
LiDAR
Creator:
Lyu, Yecheng
Advisor:
Zhang, Ziming
and
Huang, Xinming
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Prediction and Observation Timing in Time Series Classification
Keyword:
Time Series
and
Deep Learning
Creator:
Hartvigsen, Thomas
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-14
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Understanding the Material Flow Mechanisms, Microstructure Evolution, and Mechanical Properties in Friction Stir Welding of Dissimilar Metal Alloys
Keyword:
Residual stress and fatigue crack growth
,
Mechanical properties
,
Optimization of friction stirred welds
,
Friction stir welding of dissimilar alloys
,
Material flow mechanisms
, and
Defects and precipitates formation mechanisms
Creator:
Wang, Xiangbin
Advisor:
Lados, Diana A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-14
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Materials Science & Engineering
Explaining Deep Time Series Classifiers
Creator:
Parvatharaju, Prathyush
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-15
Resource Type:
Dissertation
Degree:
MS
Unit (Department):
Data Science
Residential Network Security: Using Software-defined Networking to Inspect and Label Traffic
Keyword:
Cybersecurity
and
Residential Network Security
Creator:
Liu, Yu
Advisor:
Shue, Craig A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-15
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Mixed Analog-Digital Signal Techniques for Wearable Medical Sensors in Healthcare Applications
Keyword:
Wearables
,
Pressure ulcer prevention system
,
Wireless monitoring
,
Respiration parameters
,
Pressure Ulcers
, and
Transcutaneous oxygen
Creator:
Sen, Devdip
Advisor:
McNeill, John A.
and
Guler, Ulkuhan
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-16
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
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https://creativecommons.org/licenses/by-nc/4.0/
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