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Filtern nach: Advisor Rundensteiner, Elke A. Entfernen Zwang Advisor: Rundensteiner, Elke A. Herausgeber Worcester Polytechnic Institute Entfernen Zwang Herausgeber: Worcester Polytechnic Institute Ressourcentyp Dissertation Entfernen Zwang Ressourcentyp: Dissertation

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Facilitating Scientific Material Discovery via Deep Learning on Small Image Datasets

Schöpfer:

Yin, Biao

Advisor:

Zhang, Ziming and Rundensteiner, Elke A.

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2024-04-22

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Harnessing Incomplete, Noisy, and Multi-level Labels for Classification and Annotation Tasks

Stichwort:

Large Language Model, Multi-Level Label, Incomplete Label, Noisy Label, In-Context Learning, and Foodborne Illness Detection

Schöpfer:

Zhang, Dongyu

Advisor:

Rundensteiner, Elke A.

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2024-04-23

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Working With What You’ve Got: Leveraging Mislabeled Datasets And Improving Imperfect Pretrained Models

Stichwort:

Data Science, Machine Learning, Pretrained Models, Generative Modeling, Deep Learning, and Bias

Schöpfer:

Gerych, Walter

Advisor:

Rundensteiner, Elke A. and Agu, Emmanuel O.

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2023-10-06

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Multi-modal Models for Depression Screening

Stichwort:

Transfer learning, Sequential modeling for mental health screen, Multivariate time series, Deep learning, Multi-task learning, and Digital health

Schöpfer:

Flores, Ricardo

Advisor:

Rundensteiner, Elke A.

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2023-10-11

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Strategies and Structures for Biological Datasets Integration and Knowledge Discovery

Stichwort:

Single-cell RNA Sequencing, Data Integration, CCA, Network Analysis, Biology, and Feature Engineering

Schöpfer:

Teeple, Erin

Advisor:

Rundensteiner, Elke A.

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2023-07-25

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Knowledge Amalgamation from Heterogeneous Pre-Trained Models

Stichwort:

Pre-Trained Models, Deep Learning, and Knowledge Amalgamation

Schöpfer:

Thadajarassiri, Jidapa

Advisor:

Kong, Xiangnan and Rundensteiner, Elke A.

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

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

Stichwort:

Human context recognition, Ubiquitous computing, Domain adaptation, and Adversarial machine learning

Schöpfer:

Alajaji, Abdulaziz

Advisor:

Agu, Emmanuel O. and Rundensteiner, Elke A.

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

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

Stichwort:

machine learning, anomaly detection, active learning, big data manangement, human-in-the-loop, and semi-supervised learning

Schöpfer:

Zhang, Huayi

Advisor:

Rundensteiner, Elke A.

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2023-01-18

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
Frequent Pattern Mining Analytics

Schöpfer:

Lin, Xika

Advisor:

Kong, Xiangnan, Rundensteiner, Elke A., and Eltabakh, Mohamed Y.

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2022-12-11

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science
Big Time Series Analytics Using a Distributed Infrastructure

Stichwort:

Distributed Infrastructures, Approximate Queries, Time Series Compound, Big Time Series Analytics, and Convergence Query

Schöpfer:

Alghamdi, Noura

Advisor:

Rundensteiner, Elke A. and Eltabakh, Mohamed Y.

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2022-07-08

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Computer Science

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Collections

PhD Dissertations49

Year

Year range begin – Year range end

Current results range from 2002 to 2024

View distribution

Schöpfer

Ahsan, Ramoza1
Alajaji, Abdulaziz1
Alghamdi, Noura1
Cachel, Kathleen1
Cao, Lei1
mehr Schöpfers »

Advisor

Agu, Emmanuel O.3
Eltabakh, Mohamed Y.3
Harrison, Lane T.1
Kong, Xiangnan3
Rundensteiner, Elke A.[remove]49
mehr Advisors »

Contributor

Agu, Emmanuel O.7
Ari, Ismail1
Athitsos, Vassilis1
Beck, Joseph E.1
Brown, David C.1
mehr Contributors »

Unit (Department)

Computer Science34
Data Science15

Herausgeber

Worcester Polytechnic Institute[remove]49

UN SDG

3 - Good Health and Well-being1

Ressourcentyp

Dissertation[remove]49

License

https://creativecommons.org/licenses/by/4.0/3

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