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Résultats de recherche
LEVERAGING MULTI-TASK LEARNING GRAPH NEURAL NETWORKS FOR IMPROVING FRAUD DETECTION
Mot-clé:
Graph Neural Network
,
Node Classification
,
Link Prediction
, and
Link Classification
Créateur:
Ganguly, Sirshendu
Advisor:
Murai, Fabricio
Éditeur:
Worcester Polytechnic Institute
date créée:
2023-04-25
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Robust Representation Learning for Context Recognition on Weakly-supervised Mobile Sensed Data with Covariate-shifts
Mot-clé:
Human context recognition
,
Ubiquitous computing
,
Domain adaptation
, and
Adversarial machine learning
Créateur:
Alajaji, Abdulaziz
Advisor:
Agu, Emmanuel O.
and
Rundensteiner, Elke A.
Éditeur:
Worcester Polytechnic Institute
date créée:
2023-04-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Human Behavior Analysis via Generative Adversarial Imitation Learning
Créateur:
Zhang, Xin
Advisor:
Li, Yanhua
Éditeur:
Worcester Polytechnic Institute
date créée:
2023-04-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Data Science for Improving Operations in Organizations that Serve Vulnerable Populations
Mot-clé:
Government and Nongovernment Agencies
,
Applied Analytics
,
Data Science
,
Immigration
,
Data Science for Social Good
, and
Anti-human Trafficking
Créateur:
Dimas, Geri
Advisor:
Trapp, Andrew C
and
Konrad, Renata
Éditeur:
Worcester Polytechnic Institute
date créée:
2023-04-27
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Towards an End-to-End Training Data Management System for Machine Learning Models
Mot-clé:
machine learning
,
anomaly detection
,
active learning
,
big data manangement
,
human-in-the-loop
, and
semi-supervised learning
Créateur:
Zhang, Huayi
Advisor:
Rundensteiner, Elke A.
Éditeur:
Worcester Polytechnic Institute
date créée:
2023-01-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Predicting MXene Properties via Machine Learning
Mot-clé:
12 - Responsible Consumption and Production
,
7 - Affordable and Clean Energy
,
11 - Sustainable Cities and Communities
,
9 - Industry, Onnovation, and Infrastructure
, and
13 - Climate Action
Créateur:
Vertina, Eric
Advisor:
Mangoubi, Oren Rami
Éditeur:
Worcester Polytechnic Institute
date créée:
2022-12-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
FACET: Counterfactual Explanation Analytics
Mot-clé:
Ethical AI
,
Counterfactual Explanation
,
Interpretable Machine Learning
,
Tree Ensembles
,
Random Forest
, and
Explainable AI
Créateur:
VanNostrand, Peter
Advisor:
Rundensteiner, Elke A.
Éditeur:
Worcester Polytechnic Institute
date créée:
2022-12-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Educational Data Mining toward Personalized Tutoring: Exploration of Facial Behaviors, Thermal Comfort, and Relevant Content Search
Créateur:
Jiang, Han
Advisor:
Whitehill, Jacob Richard
Éditeur:
Worcester Polytechnic Institute
date créée:
2022-08-01
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
An Empirical Study of Domain Adaptation: Are We Really Learning Transferable Representations?
Mot-clé:
Domain Adaptation
and
Transfer Learning
Créateur:
Josselyn, Nicholas
Advisor:
Zhang, Ziming
and
Rundensteiner, Elke A.
Éditeur:
Worcester Polytechnic Institute
date créée:
2022-10-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
A Food Network: A Graphical Exploration of Food Recipes
Créateur:
Carr, William
Advisor:
Li, Yanhua
Éditeur:
Worcester Polytechnic Institute
date créée:
2022-08-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
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Masters Theses
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Masters Reports
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Créateur
Ahani, Narges
1
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1
Amadeo, Lily
1
Aygul, Ozge
1
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Agu, Emmanuel O.
6
Cote, Danielle
1
Djamasbi, Soussan
1
Eltabakh, Mohamed Y.
3
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Agu, Emmanuel O.
6
Alkhateeb, Ahmed
1
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Unit (Department)
Data Science
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91
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Worcester Polytechnic Institute
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UN SDG
3 - Good Health and Well-being
1
4 - Quality Education
1
10 - Reducing Inequality
1
11 - Sustainable Cities and Communities
1
12 - Responsible Consumption and Production
1
13 - Climate Action
1
14 - Life Below Water
1
15 - Life On Land
1
16 - Peace, Justice, and Strong Institutions
1
17 - Partnerships for the Goals
1
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4
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Thesis
52
Dissertation
38
Report
1
License
https://creativecommons.org/licenses/by/4.0/
8
https://creativecommons.org/licenses/by-nc/4.0/
3