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Deep Learning
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Applications of Machine Learning in Real-time Brain Tissue Strain Estimation
Keyword:
Concussion
,
Brain Injury
,
Convolutional Neural Network
,
Deep Learning
, and
Finite Element
Creator:
Ghazi, Kianoosh
Advisor:
Ji, Songbai
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-08-10
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Biomedical Engineering
Empowering Computer Vision Models with Deep Learning for Robotic Perception and Drone Geolocation
Keyword:
Deep Learning
,
Robotic Vision
,
Computer Vision
,
Perception
, and
Autonomous Driving
Creator:
Zhao, Yiming
Advisor:
Huang, Xinming
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-08-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Cycles Improve Conditional Generators
Keyword:
GAN
,
Conditional
,
Deep Learning
,
Generation
,
Cycle
, and
Machine Leaning
Creator:
Moore, Alexander M.
Advisor:
Paffenroth, Randy Clinton
and
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
NITELITE: Studying Student Language and Teacher Feedback Through Explanation and Asynchronous Collaboration
Keyword:
Open Responses
,
Machine Learning
,
Word Embeddings
,
Deep Learning
,
Mathematics
, and
Natural Language Processing
Creator:
Erickson, John A.
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-04
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Optimal Ensembles for Deep Learning: Theory and Practice
Keyword:
Deep Learning
,
Theory
,
Diversity
,
Application
,
Ensemble Learning
, and
Training Algorithm
Creator:
Li, Wenjing
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Adverse Drug Event Information Extraction from Medical Narratives using Ensemble Learning & Deep Learning
Keyword:
Deep Learning
,
Natural Language Processsing
,
Machine Learning
,
Information Extraction
,
Text Mining
, and
Adverse Drug Event
Creator:
Wunnava, Susmitha
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-07
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data 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
Towards Automated Analysis of Microarchitectural Attacks using Machine Learning
Keyword:
Microarchitectural Security
,
Machine Learning
,
Deep Learning
,
Side-Channel Attacks
,
Cloud Security
, and
Cache Attacks
Creator:
Gulmezoglu, Berk
Advisor:
Eisenbarth, Thomas
and
Sunar, Berk
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-07-15
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Robust State Estimation and Deep Learning for Time Series Analysis
Keyword:
Domain Randomization
,
Deep Learning
,
Chemical Sensors
,
Interacting Multiple Model Kalman Filter
,
Autoencoder
, and
Kalman Filter
Creator:
Weiss, Matthew L.
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Let there be light... Characterizing the Effects of Adverse Lighting on Semantic Segmentation of Wound Images and Mitigation using a Deep Retinex Model
Keyword:
Dataset
,
Deep Learning
,
Lighting
,
Retinex Theory
,
Wounds
, and
Semantic Segmentation
Creator:
Iyer, Akshay B.
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-14
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Robotics Engineering
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