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搜索条件
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筛选:
Advisor
Rundensteiner, Elke A.
删除限定条件 Advisor: Rundensteiner, Elke A.
Contributor
Liu, Xiaozhong
删除限定条件 Contributor: Liu, Xiaozhong
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Multi-Task Learning to Screen for Major Depressive Disorder and Post-Traumatic Stress Disorder
关键词:
multi-task learning
,
sequential modeling
,
multivariate time series
,
self-attention
, and
digital health
创造者:
Shrestha, Avantika
Advisor:
Rundensteiner, Elke A.
出版者:
Worcester Polytechnic Institute
创建日期:
2024-03-22
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Multi-modal Models for Depression Screening
关键词:
Transfer learning
,
Sequential modeling for mental health screen
,
Multivariate time series
,
Deep learning
,
Multi-task learning
, and
Digital health
创造者:
Flores, Ricardo
Advisor:
Rundensteiner, Elke A.
出版者:
Worcester Polytechnic Institute
创建日期:
2023-10-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Towards an End-to-End Training Data Management System for Machine Learning Models
关键词:
machine learning
,
anomaly detection
,
active learning
,
big data manangement
,
human-in-the-loop
, and
semi-supervised learning
创造者:
Zhang, Huayi
Advisor:
Rundensteiner, Elke A.
出版者:
Worcester Polytechnic Institute
创建日期:
2023-01-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
FACET: Counterfactual Explanation Analytics
关键词:
Ethical AI
,
Counterfactual Explanation
,
Interpretable Machine Learning
,
Tree Ensembles
,
Random Forest
, and
Explainable AI
创造者:
VanNostrand, Peter
Advisor:
Rundensteiner, Elke A.
出版者:
Worcester Polytechnic Institute
创建日期:
2022-12-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
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PhD Dissertations
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Current results range from
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2024
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创造者
Flores, Ricardo
1
Shrestha, Avantika
1
VanNostrand, Peter
1
Zhang, Huayi
1
Advisor
Rundensteiner, Elke A.
[remove]
4
Contributor
Kordzadeh, Nima
1
Liu, Xiaozhong
[remove]
4
Madden, Samuel
1
Mangoubi, Oren Rami
1
Rundensteiner, Elke A.
4
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Contributors
»
Unit (Department)
Data Science
4
出版者
Worcester Polytechnic Institute
4
资源类型
Dissertation
2
Thesis
2
License
https://creativecommons.org/licenses/by/4.0/
1