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Machine Learning
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Adverse Drug Event Information Extraction from Medical Narratives using Ensemble Learning & Deep Learning
Keyword:
Adverse Drug Event
,
Natural Language Processsing
,
Machine Learning
,
Information Extraction
,
Text Mining
, and
Deep Learning
Creator:
Wunnava, Susmitha
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-07
Resource Type:
Dissertation
Degree:
PhD
Unit:
Data Science
Use of AI in Otology
Keyword:
Tumor Classification
,
Artificial Intelligence
,
Vestibular Schwannoma
,
Ensemble Learning
,
Machine Learning
, and
Otology
Creator:
Pai, Ashwin G.
,
Snyder, Holden L.
,
Healy, Alan J.
, and
Casagrande, Emilia T.
Advisor:
Currier, Blake Hoag
and
Brisson, Ulrike
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-10-21
Resource Type:
Interactive Qualifying Project
Developing Automated Audio Assessment Tools for a Chinese Language Course
Keyword:
Automated Grading
,
Natural Language Processing
,
Audio Data
,
Machine Learning
, and
Deep Learning
Creator:
Varatharaj, Ashvini
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-04
Resource Type:
Thesis
Degree:
MS
Unit:
Computer Science
Towards Automated Analysis of Microarchitectural Attacks using Machine Learning
Keyword:
Machine Learning
,
Deep Learning
,
Side-Channel Attacks
,
Cache Attacks
,
Microarchitectural Security
, and
Cloud Security
Creator:
Gulmezoglu, Berk
Advisor:
Eisenbarth, Thomas
and
Sunar, Berk
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-07-15
Resource Type:
Dissertation
Degree:
PhD
Unit:
Electrical & Computer Engineering
Deep Transfer Learning Applied to Time-series Classification for Predicting Heart Failure Worsening Using Electrocardiography
Keyword:
Heart failure
,
Manifold learning
,
Time series analysis
,
Heart failure worsening prediction
,
Transfer learning
, and
Machine Learning
Creator:
Pan, Xiang
Advisor:
Lee, Kwonmoo
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-04-20
Resource Type:
Dissertation
Degree:
MS
Unit:
Biomedical Engineering
Improving Model Performance with Robust PCA
Keyword:
Feature Engineering
,
Robust PCA
,
Cyber Security
,
Projectors
,
PCA
, and
Machine Learning
Creator:
Bennett, Marissa A.
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-15
Resource Type:
Thesis
Degree:
MS
Unit:
Computer Science
Propensity of Endogenous Alternative Splicing to Mediate Mutative Damage
Keyword:
Alternative Splicing
,
mRNAseq
,
Mutation
,
Cancer
,
Statistics
, and
Machine Learning
Creator:
Lutz, Ashley
Advisor:
Korkin, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-25
Resource Type:
Thesis
Degree:
MS
Unit:
Bioinformatics and Computational Biology
Deep Learning on Attributed Sequences
Keyword:
Machine Learning
,
Deep Learning
, and
attributed sequences
Creator:
Zhuang, Zhongfang
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-02-28
Resource Type:
Dissertation
Degree:
PhD
Unit:
Computer Science
Extension on Adaptive MAC Protocol for Space Communications
Keyword:
DVB-S2
,
Space Communications
,
NASA
,
Machine Learning
,
Deep Reinforcement Learning
, and
Catastrophic Forgetting
Creator:
Li, Max Hongming
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-12-18
Resource Type:
Thesis
Degree:
MS
Unit:
Electrical & Computer Engineering
Training Data Generation Framework For Machine-Learning Based Classifiers
Keyword:
Classification
,
deep neural networks
,
unsupervised domain adaptation
,
Channel modeling
, and
Machine Learning
Creator:
McClintick, Kyle W
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-12-18
Resource Type:
Thesis
Degree:
MS
Unit:
Electrical & Computer Engineering
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