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Few-Shot Machine Learning for Side-Channel Analysis
Keyword:
few-shot machine learning
,
side-channel analysis
, and
machine learning
Creator:
Brodin, Robert
Advisor:
Ganji, Fatemeh
and
Shue, Craig A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-05
Resource Type:
Major Qualifying Project
Machine Learning Estimation of COVID-19 Social Distance Using Smartphone Sensor Data
Keyword:
COVID
,
machine learning
,
nDCF
,
PACT
,
proximity detection
, 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:
Electrical & Computer Engineering
Using neural networks to infer acceleration for an atom-based accelerometer
Keyword:
interferometry
,
neural networks
,
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:
machine learning
,
voice
,
mental heath screening
,
audio
, and
deep learning
Creator:
Toto, Ermal
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-03-19
Resource Type:
Dissertation
Degree:
PhD
Unit:
Computer Science
Database-Integrated Analytics
Keyword:
machine learning
,
computer science
,
data sience
, and
database
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:
cloud computing
,
distributed deep learning
,
machine learning
, and
data loading
Creator:
St. Louis, Matthew A.
and
Krichevsky, Nicholas J.
Advisor:
Guo, Tian
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-03-10
Resource Type:
Major Qualifying Project
Visualizing Music with Machine Learning
Keyword:
art
,
music
,
artificial intelligence
, 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:
signal processing
,
clustering
,
artificial intelligence
,
machine learning
,
autoencoder
, and
deep learning
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
Decoding Cognitive States from fNIRS Neuroimaging Data Using Machine Learning
Keyword:
rule learning
,
functional near-infrared spectroscopy
,
machine learning
,
mind-wandering
,
cognitive load
, and
Echo State Network
Creator:
Liu, Ruixue
Advisor:
Solovey, Erin
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-12-10
Resource Type:
Dissertation
Degree:
PhD
Unit:
Computer Science
Knowledge Creation via Data Analytics in a High Pressure Die Casting Operation
Keyword:
machine learning
,
smart foundry
,
casting
,
aluminum
, and
high pressure die casting
Creator:
Kopper, Adam E.
Advisor:
Apelian, Diran
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit:
Materials Science & Engineering
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