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Neamtu, Rodica
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Data-Driven Optimization of Wire Arc Directed Energy Deposition Manufacturing Conditions for Improved Bead Shape Prediction
Palavra-chave:
Design of Experiemnt
,
Feature Engineering
,
Regression
,
Predictive Modeling
,
Machine Learning
, and
Wire Arc DED
O Criador:
Price, Stephen
Advisor:
Cote, Danielle
and
Neamtu, Rodica
Editor:
Worcester Polytechnic Institute
Data Criada:
2023-12-12
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Evaluation of Machine Learning Methods on Large-Scale Spatio-temporal Data for Photovoltaic Power Prediction
Palavra-chave:
Neural networks
,
Spatio-temporal regression
,
Photovoltaic generation forecasting
, and
Deep learning
O Criador:
Sauter, Evan
Advisor:
Zhang, Ziming
Editor:
Worcester Polytechnic Institute
Data Criada:
2023-02-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Towards Mental Workload Time Series Classification and Interpretation for Real-Time Feedback in Brain-Computer Interfacing Video Games
Palavra-chave:
Functional Near-Infrared Spectroscopy (fNIRS)
,
Machine Learning on time series
,
Cognitive workload
,
User experience
, and
Brain-Computer Interfaces
O Criador:
Mhalgi, Shreya Milind
Advisor:
Neamtu, Rodica
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-12-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Defect Characterization and Classification for Metal Additive Manufacturing Process Optimization Using Machine Learning
Palavra-chave:
porosity
,
additive manufacturing
,
machine learning
, and
pore classification
O Criador:
Staszewska, Adrianna
Advisor:
Lados, Diana A.
and
Neamtu, Rodica
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-08-11
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
A Comparative Study of Multiple-Instance Regression Techniques With Data Augmentation for Cold Spray Powder Hall Flow Rate Prediction
Palavra-chave:
Cold Spray
,
Multiple-Instance Learning
,
Additive Manufacturing
,
Machine Learning
,
Data Augmentation
, and
Multiple-Instance Regression
O Criador:
Schuliger, Ashley
Advisor:
Cote, Danielle
and
Neamtu, Rodica
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-04-28
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
ClinicalICDBERT: Predicting Re-Admission Risk from Clinical Notes, Vital Signs and ICD Codes using BERT Models
Palavra-chave:
hospital readmissions
,
ICD codes
,
clinical notes
,
vital signs
,
ClinicalBERT
, and
BERT
O Criador:
Adamjee, Merzia Naeem
Advisor:
Agu, Emmanuel O.
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-05-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Decoding Cognitive States from fNIRS Neuroimaging Data Using Machine Learning
Palavra-chave:
mind-wandering
,
machine learning
,
Echo State Network
,
cognitive load
,
rule learning
, and
functional near-infrared spectroscopy
O Criador:
Liu, Ruixue
Advisor:
Solovey, Erin
Editor:
Worcester Polytechnic Institute
Data Criada:
2020-12-10
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
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O Criador
Adamjee, Merzia Naeem
1
Liu, Ruixue
1
Mhalgi, Shreya Milind
1
Price, Stephen
1
Sauter, Evan
1
mais
O Criadors
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Advisor
Agu, Emmanuel O.
1
Cote, Danielle
2
Lados, Diana A.
1
Neamtu, Rodica
4
Solovey, Erin
1
mais
Advisors
»
Contributor
Agu, Emmanuel O.
1
Arrington, Catherine
1
Beck, Joseph
1
Beck, Joseph E.
1
Cote, Danielle
2
mais
Contributors
»
Unit (Department)
Computer Science
5
Data Science
1
Electrical & Computer Engineering
1
Editor
Worcester Polytechnic Institute
7
Tipo de recurso
Thesis
6
Dissertation
1
License
https://creativecommons.org/licenses/by-nc/4.0/
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