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Li, Yanhua
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Making Sense of Human-generated Spatial-temporal Data from Urban Environment
Keyword:
human behavior analysis
,
spatial-temporal data
,
imitation learning
,
smart cities
,
explainable artificial intelligence
, and
data mining
Creator:
Pan, Menghai
Advisor:
Li, Yanhua
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-04-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Patterns Detection on Multivariate High-Frequency Time Series
Keyword:
time series
,
graphical model
,
kernel method
,
biclustering
,
anomaly detection
, and
mutual information
Creator:
Liu, Haitao
Advisor:
Paffenroth, Randy Clinton
and
Zou, Jian
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-09
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Robust Methods for Anomaly Detection with Applications to Cyber Data
Keyword:
PCA
,
cyber defense
,
autoencoders
,
robust methods
,
DDoS
, and
anomaly detection
Creator:
Zhou, Chong
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Deep Learning on Graph-structured Data
Keyword:
graph attention
,
functional brain network analysis
,
network representation learning
,
deep learning
, and
graphs
Creator:
Lee, John Boaz T
Advisor:
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-11-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Detecting Data Manipulation Attacks on Physiological Sensor Measurements in Wearable Medical Systems
Keyword:
Detection
,
Data Manipulation Attacks
, and
Wearable Medical System
Creator:
Cai, Hang
Advisor:
Venkatasubramanian, Krishna Kumar
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-08-09
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Developing Machine Learning Models to Predict Influence of Heat Treatments on the Tensile Properties of Ti6Al4V Parts Prepared by Selective Laser Melting
Keyword:
Ti6Al4V
,
Mechanical Properties
,
Artificial Neural Network
,
Heat Treatment
,
Machine Learning
, and
Selective Laser Melting
Creator:
Yang, Zhaotong
Advisor:
Liang, Jianyu
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-08-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mechanical Engineering
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Bahadur, Nitish
1
Benachamardi, Priyanka
1
Cai, Hang
1
Carr, William
1
Ding, Yichen
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Arroyo, Ivon
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Heffernan, Neil
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Huang, Xinming
3
Kong, Xiangnan
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Li, Yanhua
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Arroyo, Ivon
1
Eltabakh, Mohamed Y.
2
Fu, Jie
2
Heffernan, Neil
2
Huang, Xinming
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Unit (Department)
Computer Science
9
Data Science
12
Electrical & Computer Engineering
3
Mechanical Engineering
1
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Worcester Polytechnic Institute
26
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1
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Dissertation
14
Thesis
12
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https://creativecommons.org/licenses/by/4.0/
1