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Resultados da Busca
Agree to Disagree: Robust Anomaly Detection with Noisy Labels
Palavra-chave:
Noisy Labels
,
Anomaly Detection
, and
Deep Learning
O Criador:
Hofmann, Dennis
Advisor:
Rundensteiner, Elke A.
Editor:
Worcester Polytechnic Institute
Data Criada:
2024-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Stabilizing GANs Under Limited Resources via Dynamic Machine Ordering
Palavra-chave:
Deep Learning
,
GAN
,
Optimization
, and
Gradient Descent-Ascent
O Criador:
DeOliveira, Joshua
Advisor:
Rundensteiner, Elke A.
Editor:
Worcester Polytechnic Institute
Data Criada:
2024-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models
Palavra-chave:
Data Science
,
Machine Learning
,
Pretrained Models
,
Generative Modeling
,
Deep Learning
, and
Bias
O Criador:
Gerych, Walter
Advisor:
Rundensteiner, Elke A.
and
Agu, Emmanuel O.
Editor:
Worcester Polytechnic Institute
Data Criada:
2023-10-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Bespoke Neural Network Architectures for Rapid Multivariate Time Series Classification and Representation
Palavra-chave:
Deep Learning
,
Representation Learning
,
Transfer Learning
, and
Chemical Sensing
O Criador:
Moore, Alexander
Advisor:
Mangoubi, Oren Rami
,
Eltabakh, Mohamed Y.
, and
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Data Criada:
2023-08-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Knowledge Amalgamation from Heterogeneous Pre-Trained Models
Palavra-chave:
Pre-Trained Models
,
Deep Learning
, and
Knowledge Amalgamation
O Criador:
Thadajarassiri, Jidapa
Advisor:
Kong, Xiangnan
and
Rundensteiner, Elke A.
Editor:
Worcester Polytechnic Institute
Data Criada:
2023-04-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Prediction and Observation Timing in Time Series Classification
Palavra-chave:
Time Series
and
Deep Learning
O Criador:
Hartvigsen, Thomas
Advisor:
Rundensteiner, Elke A.
Editor:
Worcester Polytechnic Institute
Data Criada:
2021-12-14
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Cycles Improve Conditional Generators
Palavra-chave:
GAN
,
Conditional
,
Deep Learning
,
Generation
,
Cycle
, and
Machine Leaning
O Criador:
Moore, Alexander M.
Advisor:
Paffenroth, Randy Clinton
and
Kong, Xiangnan
Editor:
Worcester Polytechnic Institute
Data Criada:
2021-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
NITELITE: Studying Student Language and Teacher Feedback Through Explanation and Asynchronous Collaboration
Palavra-chave:
Open Responses
,
Machine Learning
,
Word Embeddings
,
Deep Learning
,
Mathematics
, and
Natural Language Processing
O Criador:
Erickson, John A.
Advisor:
Heffernan, Neil
Editor:
Worcester Polytechnic Institute
Data Criada:
2021-05-04
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Adverse Drug Event Information Extraction from Medical Narratives using Ensemble Learning & Deep Learning
Palavra-chave:
Deep Learning
,
Natural Language Processsing
,
Machine Learning
,
Information Extraction
,
Text Mining
, and
Adverse Drug Event
O Criador:
Wunnava, Susmitha
Advisor:
Rundensteiner, Elke A.
Editor:
Worcester Polytechnic Institute
Data Criada:
2020-12-07
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Robust State Estimation and Deep Learning for Time Series Analysis
Palavra-chave:
Domain Randomization
,
Deep Learning
,
Chemical Sensors
,
Interacting Multiple Model Kalman Filter
,
Autoencoder
, and
Kalman Filter
O Criador:
Weiss, Matthew L.
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Data Criada:
2020-08-12
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
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O Criador
DeOliveira, Joshua
1
Erickson, John A.
1
Gerych, Walter
1
Hartvigsen, Thomas
1
Hofmann, Dennis
1
mais
O Criadors
»
Advisor
Agu, Emmanuel O.
1
Eltabakh, Mohamed Y.
1
Heffernan, Neil
2
Kong, Xiangnan
2
Mangoubi, Oren Rami
1
mais
Advisors
»
Contributor
Agu, Emmanuel O.
1
Eltabakh, Mohamed Y.
1
Hall, Marni
1
Heffernan, Neil
2
Kalai, Adam
2
mais
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Unit (Department)
Data Science
[remove]
13
Editor
Worcester Polytechnic Institute
13
UN SDG
Not Specified
1
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Dissertation
7
Thesis
6
License
https://creativecommons.org/licenses/by-nc/4.0/
1
https://creativecommons.org/licenses/by/4.0/
1
