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Liu, Xiaozhong
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Multi-Task Learning to Screen for Major Depressive Disorder and Post-Traumatic Stress Disorder
Keyword:
multi-task learning
,
sequential modeling
,
multivariate time series
,
self-attention
, and
digital health
Creator:
Shrestha, Avantika
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2024-03-22
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Multi-modal Models for Depression Screening
Keyword:
Transfer learning
,
Sequential modeling for mental health screen
,
Multivariate time series
,
Deep learning
,
Multi-task learning
, and
Digital health
Creator:
Flores, Ricardo
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-10-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance
Keyword:
Relation Extraction
and
Graph Neural Network
Creator:
Zhang, Kai
Advisor:
Liu, Xiaozhong
Publisher:
Worcester Polytechnic Institute
Date Created:
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
Keyword:
machine learning
,
anomaly detection
,
active learning
,
big data manangement
,
human-in-the-loop
, and
semi-supervised learning
Creator:
Zhang, Huayi
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-01-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
FACET: Counterfactual Explanation Analytics
Keyword:
Ethical AI
,
Counterfactual Explanation
,
Interpretable Machine Learning
,
Tree Ensembles
,
Random Forest
, and
Explainable AI
Creator:
VanNostrand, Peter
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Multi-modal Deep Learning
Keyword:
multi-modal
and
deep learning
Creator:
Liu, Si
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
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Liu, Xiaozhong
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Liu, Xiaozhong
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Madden, Samuel
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Worcester Polytechnic Institute
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License
https://creativecommons.org/licenses/by-nc/4.0/
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https://creativecommons.org/licenses/by/4.0/
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