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Liu, Xiaozhong
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Risultati della ricerca
Multi-modal Deep Learning
Parola chiave:
multi-modal
and
deep learning
Creatore:
Liu, Si
Advisor:
Paffenroth, Randy Clinton
Editore:
Worcester Polytechnic Institute
data di creazione:
2022-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance
Parola chiave:
Relation Extraction
and
Graph Neural Network
Creatore:
Zhang, Kai
Advisor:
Liu, Xiaozhong
Editore:
Worcester Polytechnic Institute
data di creazione:
2023-12-14
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Multi-Task Learning to Screen for Major Depressive Disorder and Post-Traumatic Stress Disorder
Parola chiave:
multi-task learning
,
sequential modeling
,
multivariate time series
,
self-attention
, and
digital health
Creatore:
Shrestha, Avantika
Advisor:
Rundensteiner, Elke A.
Editore:
Worcester Polytechnic Institute
data di creazione:
2024-03-22
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
FACET: Counterfactual Explanation Analytics
Parola chiave:
Ethical AI
,
Counterfactual Explanation
,
Interpretable Machine Learning
,
Tree Ensembles
,
Random Forest
, and
Explainable AI
Creatore:
VanNostrand, Peter
Advisor:
Rundensteiner, Elke A.
Editore:
Worcester Polytechnic Institute
data di creazione:
2022-12-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Multi-modal Models for Depression Screening
Parola chiave:
Transfer learning
,
Sequential modeling for mental health screen
,
Multivariate time series
,
Deep learning
,
Multi-task learning
, and
Digital health
Creatore:
Flores, Ricardo
Advisor:
Rundensteiner, Elke A.
Editore:
Worcester Polytechnic Institute
data di creazione:
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
Parola chiave:
machine learning
,
anomaly detection
,
active learning
,
big data manangement
,
human-in-the-loop
, and
semi-supervised learning
Creatore:
Zhang, Huayi
Advisor:
Rundensteiner, Elke A.
Editore:
Worcester Polytechnic Institute
data di creazione:
2023-01-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
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Masters Theses
4
PhD Dissertations
2
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Current results range from
2022
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2024
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Creatore
Flores, Ricardo
1
Liu, Si
1
Shrestha, Avantika
1
VanNostrand, Peter
1
Zhang, Huayi
1
altri
Creatores
»
Advisor
Liu, Xiaozhong
1
Paffenroth, Randy Clinton
1
Rundensteiner, Elke A.
4
Contributor
Kordzadeh, Nima
1
Liu, Xiaozhong
6
Madden, Samuel
1
Mangoubi, Oren Rami
1
Murai, Fabricio
1
altri
Contributors
»
Unit (Department)
Computer Science
1
Data Science
5
Editore
Worcester Polytechnic Institute
6
Tipo di risorsa
Thesis
4
Dissertation
2
License
https://creativecommons.org/licenses/by-nc/4.0/
1
https://creativecommons.org/licenses/by/4.0/
1