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Zhang, Ziming
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Evaluation of Machine Learning Methods on Large-Scale Spatio-temporal Data for Photovoltaic Power Prediction
Keyword:
Neural networks
,
Spatio-temporal regression
,
Photovoltaic generation forecasting
, and
Deep learning
Creator:
Sauter, Evan
Advisor:
Zhang, Ziming
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-02-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Human Behavior Analysis via Generative Adversarial Imitation Learning
Creator:
Zhang, Xin
Advisor:
Li, Yanhua
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
An Empirical Study of Domain Adaptation: Are We Really Learning Transferable Representations?
Keyword:
Domain Adaptation
and
Transfer Learning
Creator:
Josselyn, Nicholas
Advisor:
Zhang, Ziming
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-10-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Sparse Learning in Brain Networks and Brain-like Artificial Intelligence
Keyword:
sparse modeling
,
spiking neural network
,
gaussian mixture model
,
spatio-temporal data
,
graphical lasso
, and
spike train
Creator:
Yin, Hang
Advisor:
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-21
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Secure Control for Autonomous Cyber-Physical Systems Under Temporal Logic Constraints
Keyword:
temporal logic
,
malicious attack
,
control barrier functions
,
Cyber-physical system
,
stochastic game
, and
secure control
Creator:
Niu, Luyao
Advisor:
Clark, Andrew
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
NDTNet: An End-to-End Design of an Optical Nondestructive Evaluation System for Metallic Objects on FPGA
Keyword:
FPGA
,
NDT
, and
Optical Evaluation
Creator:
Borwankar, Raunak
Advisor:
Ludwig, Reinhold
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-02
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Complex Sequential Modeling
Keyword:
recurrent neural network
,
human behavior learning
, and
sequential modeling
Creator:
Wu, Guojun
Advisor:
Li, Yanhua
and
Zhang, Ziming
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-11-29
Resource Type:
Dissertation
Degree:
PhD
2D Representation Learning of 3D Point Clouds in Segmentation and Localization for Autonomous Driving
Keyword:
Localization
,
Representation Learning
,
Segmentation
,
Autonomous Driving
, and
LiDAR
Creator:
Lyu, Yecheng
Advisor:
Zhang, Ziming
and
Huang, Xinming
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Securing Physical Layer Passband Signals Via Machine Learning
Keyword:
Modulation Classification
,
Physical Layer
,
Adversarial Perturbations
,
Machine Learning
, and
Localization
Creator:
McClintick, Kyle
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-01-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Redesigning Deep Neural Networks for Resource-Efficient Inference
Keyword:
Deep Learning
,
Neural Network
,
Efficient Inference
, and
Mobile Inference
Creator:
Dai, Xin
Advisor:
Guo, Tian
and
Kong, Xiangnan
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-01-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
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Worcester Polytechnic Institute
15
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