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machine learning
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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
Machine Learning Estimation of COVID-19 Social Distance Using Smartphone Sensor Data
Keyword:
PACT
,
COVID
,
proximity detection
,
nDCF
,
machine learning
, and
RSSI
Creator:
Semenov, Oleksandr
Advisor:
Agu, Emmanuel O.
and
Pahlavan, Kaveh
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-09-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Using neural networks to infer acceleration for an atom-based accelerometer
Keyword:
neural networks
,
interferometry
,
machine learning
, and
quantum
Creator:
Lopes, Eric
Advisor:
Zozulya, Alex A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-08-12
Resource Type:
Major Qualifying Project
Towards Instantaneous Mental Health Screening From Voice Using Machine and Deep Learning
Keyword:
mental heath screening
,
deep learning
,
audio
,
machine learning
, and
voice
Creator:
Toto, Ermal
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-03-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Database-Integrated Analytics
Keyword:
data sience
,
computer science
,
database
, and
machine learning
Creator:
Xie, Shaolin
Advisor:
Eltabakh, Mohamed Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-05
Resource Type:
Major Qualifying Project
Quantifying and Optimizing Performance of Distributed Deep Learning with Cloud Storage Buckets
Keyword:
distributed deep learning
,
cloud computing
,
machine learning
, and
data loading
Creator:
Krichevsky, Nicholas J.
and
St. Louis, Matthew A.
Advisor:
Guo, Tian
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-03-10
Resource Type:
Major Qualifying Project
Visualizing Music with Machine Learning
Keyword:
artificial intelligence
,
music
,
art
, and
machine learning
Creator:
Crepeau, Samantha L.
Advisor:
Whitehill, Jacob Richard
and
Mangoubi, Oren Rami
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-03-17
Resource Type:
Major Qualifying Project
Classifying Neuron
Keyword:
deep learning
,
artificial intelligence
,
machine learning
,
clustering
,
autoencoder
, and
signal processing
Creator:
Reimert Burro, Erik
and
Cleaver-Stigum, Imogen
Advisor:
Smith, Therese Mary
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-06
Resource Type:
Major Qualifying Project
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Year
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Creator
Cleaver-Stigum, Imogen
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Worcester Polytechnic Institute
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