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Liu, Xiaozhong
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Efficient and Sustainable Neural Architecture Search
Palavra-chave:
Monte Carlo Tree Search
,
Neural Architecture Search
, and
Deep Learning
O Criador:
Zhao, Yiyang
Advisor:
Guo, Tian
Editor:
Worcester Polytechnic Institute
Data Criada:
2024-07-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Iterative Models for Machine Learning in the Physical Sciences
Palavra-chave:
electromagnetics
,
iterative models
,
dynamical systems
,
neural network extrapolation
,
machine learning
, and
lunar lander
O Criador:
Barger, Maria
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Data Criada:
2024-08-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Multi-Task Learning to Screen for Major Depressive Disorder and Post-Traumatic Stress Disorder
Palavra-chave:
multi-task learning
,
sequential modeling
,
multivariate time series
,
self-attention
, and
digital health
O Criador:
Shrestha, Avantika
Advisor:
Rundensteiner, Elke A.
Editor:
Worcester Polytechnic Institute
Data Criada:
2024-03-22
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Multi-modal Models for Depression Screening
Palavra-chave:
Transfer learning
,
Sequential modeling for mental health screen
,
Multivariate time series
,
Deep learning
,
Multi-task learning
, and
Digital health
O Criador:
Flores, Ricardo
Advisor:
Rundensteiner, Elke A.
Editor:
Worcester Polytechnic Institute
Data Criada:
2023-10-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance
Palavra-chave:
Relation Extraction
and
Graph Neural Network
O Criador:
Zhang, Kai
Advisor:
Liu, Xiaozhong
Editor:
Worcester Polytechnic Institute
Data Criada:
2023-12-14
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Towards an End-to-End Training Data Management System for Machine Learning Models
Palavra-chave:
machine learning
,
anomaly detection
,
active learning
,
big data manangement
,
human-in-the-loop
, and
semi-supervised learning
O Criador:
Zhang, Huayi
Advisor:
Rundensteiner, Elke A.
Editor:
Worcester Polytechnic Institute
Data Criada:
2023-01-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
FACET: Counterfactual Explanation Analytics
Palavra-chave:
Ethical AI
,
Counterfactual Explanation
,
Interpretable Machine Learning
,
Tree Ensembles
,
Random Forest
, and
Explainable AI
O Criador:
VanNostrand, Peter
Advisor:
Rundensteiner, Elke A.
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-12-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Multi-modal Deep Learning
Palavra-chave:
multi-modal
and
deep learning
O Criador:
Liu, Si
Advisor:
Paffenroth, Randy Clinton
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
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O Criador
Barger, Maria
1
Flores, Ricardo
1
Liu, Si
1
Shrestha, Avantika
1
VanNostrand, Peter
1
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O Criadors
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Advisor
Guo, Tian
1
Liu, Xiaozhong
1
Paffenroth, Randy Clinton
2
Rundensteiner, Elke A.
4
Contributor
Guo, Tian
1
Heintz, Ilana
1
Kong, Xiangnan
1
Kordzadeh, Nima
1
Liu, Xiaozhong
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8
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Contributors
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Unit (Department)
Computer Science
2
Data Science
6
Editor
Worcester Polytechnic Institute
8
UN SDG
9 - Industry, Innovation and Infrastructure
1
Tipo de recurso
Dissertation
4
Thesis
4
License
https://creativecommons.org/licenses/by/4.0/
2
https://creativecommons.org/licenses/by-nc/4.0/
1
