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machine learning
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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
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
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
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
Investigating underrepresentation in AI datasets for cardiovascular health asssessment
Keyword:
big data
,
representation
,
healthcare
,
machine learning
,
cardiovascular disease
, and
artificial intelligence
Creator:
Rathke, Liam
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-11-04
Resource Type:
Interactive Qualifying Project
Few-Shot Machine Learning for Side-Channel Analysis
Keyword:
machine learning
,
few-shot machine learning
, and
side-channel analysis
Creator:
Brodin, Robert
Advisor:
Shue, Craig A.
and
Ganji, Fatemeh
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-05
Resource Type:
Major Qualifying Project
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
Impact of Intermarket Data on Stock Market Prediction
Keyword:
financial forecasting
,
Forex
,
intermarket analysis
,
bonds
,
futures
, and
machine learning
Creator:
Wright, Jillian
and
Cosma, Brad
Advisor:
Sturm, Stephan
,
Blais, Marcel Y.
, and
Liu, Xiaozhong
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-10-25
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
Micro-architectural Threats to Modern Computing Systems
Keyword:
mobile security
,
DoS attacks
,
machine learning
,
cloud security
, and
side-channel attacks
Creator:
Inci, Mehmet Sinan
Advisor:
Sunar, Berk
and
Eisenbarth, Thomas
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
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Barger, Maria
1
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Agu, Emmanuel O.
2
Apelian, Diran
1
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1
Beck, Joseph E.
1
Blais, Marcel Y.
3
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Contributor
Agu, Emmanuel O.
1
Anderson, Kevin
1
Apelian, Diran
1
Arrington, Catherine
1
Beck, Joseph E.
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Project Center
Switzerland Project Center - MQP
2
Major
Computer Science
11
Data Science
2
Management Engineering
1
Physics
1
Unit (Department)
Business Administration
1
Computer Science
3
Data Science
2
Electrical & Computer Engineering
2
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1
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Worcester Polytechnic Institute
22
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5
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2
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UN SDG
3 - Good Health and Well-being
2
7 - Affordable and Clean Energy
1
9 - Industry, Innovation and Infrastructure
2
10 - Reducing Inequality
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Major Qualifying Project
12
Dissertation
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License
https://creativecommons.org/licenses/by-nc/4.0/
2