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Rundensteiner, Elke A.
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Risultati della ricerca
Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models
Parola chiave:
Data Science
,
Machine Learning
,
Pretrained Models
,
Generative Modeling
,
Deep Learning
, and
Bias
Creatore:
Gerych, Walter
Advisor:
Rundensteiner, Elke A.
and
Agu, Emmanuel O.
Editore:
Worcester Polytechnic Institute
data di creazione:
2023-10-06
Resource Type:
Dissertation
Degree:
PhD
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
Strategies and Structures for Biological Datasets Integration and Knowledge Discovery
Parola chiave:
Single-cell RNA Sequencing
,
Data Integration
,
CCA
,
Network Analysis
,
Biology
, and
Feature Engineering
Creatore:
Teeple, Erin
Advisor:
Rundensteiner, Elke A.
Editore:
Worcester Polytechnic Institute
data di creazione:
2023-07-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Knowledge Amalgamation from Heterogeneous Pre-Trained Models
Parola chiave:
Pre-Trained Models
,
Deep Learning
, and
Knowledge Amalgamation
Creatore:
Thadajarassiri, Jidapa
Advisor:
Kong, Xiangnan
and
Rundensteiner, Elke A.
Editore:
Worcester Polytechnic Institute
data di creazione:
2023-04-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Robust Representation Learning for Context Recognition on Weakly-supervised Mobile Sensed Data with Covariate-shifts
Parola chiave:
Human context recognition
,
Ubiquitous computing
,
Domain adaptation
, and
Adversarial machine learning
Creatore:
Alajaji, Abdulaziz
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Editore:
Worcester Polytechnic Institute
data di creazione:
2023-04-26
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
Frequent Pattern Mining Analytics
Creatore:
Lin, Xika
Advisor:
Kong, Xiangnan
,
Rundensteiner, Elke A.
, and
Eltabakh, Mohamed Y.
Editore:
Worcester Polytechnic Institute
data di creazione:
2022-12-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer 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
An Empirical Study of Domain Adaptation: Are We Really Learning Transferable Representations?
Parola chiave:
Domain Adaptation
and
Transfer Learning
Creatore:
Josselyn, Nicholas
Advisor:
Zhang, Ziming
and
Rundensteiner, Elke A.
Editore:
Worcester Polytechnic Institute
data di creazione:
2022-10-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Big Time Series Analytics Using a Distributed Infrastructure
Parola chiave:
Distributed Infrastructures
,
Approximate Queries
,
Time Series Compound
,
Big Time Series Analytics
, and
Convergence Query
Creatore:
Alghamdi, Noura
Advisor:
Rundensteiner, Elke A.
and
Eltabakh, Mohamed Y.
Editore:
Worcester Polytechnic Institute
data di creazione:
2022-07-08
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
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Worcester Polytechnic Institute
97
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https://creativecommons.org/licenses/by/4.0/
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