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Data Science
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Résultats de recherche
Utilizing Unimodal and Multimodal Deep Transfer Learning to Classify Mobile Speech Recordings with Mental Health Labels
Mot-clé:
natural language processing
,
audio classification
,
transfer learning
,
mobile health
,
anxiety screening
, and
depression screening
Créateur:
Hernandez-Reisch, Miranda
Advisor:
Rundensteiner, Elke A.
Éditeur:
Worcester Polytechnic Institute
date créée:
2022-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
A Comparative Study of Multiple-Instance Regression Techniques With Data Augmentation for Cold Spray Powder Hall Flow Rate Prediction
Mot-clé:
Cold Spray
,
Multiple-Instance Learning
,
Additive Manufacturing
,
Machine Learning
,
Data Augmentation
, and
Multiple-Instance Regression
Créateur:
Schuliger, Ashley
Advisor:
Cote, Danielle
and
Neamtu, Rodica
Éditeur:
Worcester Polytechnic Institute
date créée:
2022-04-28
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Synthetic Generation of Data for HCR using Image-to-Image Translation GANs
Mot-clé:
Data Augmentation
,
Sensor Data
,
Human Context Recognition (HCR)
,
Generative Adversarial Networks (GAN)
, and
Time series data
Créateur:
Sankaranarayanan, Ronak
Advisor:
Agu, Emmanuel O.
Éditeur:
Worcester Polytechnic Institute
date créée:
2022-05-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Analytics for Refugee Resettlement
Mot-clé:
Refugees
,
Integer Programming
,
Decision Support Systems
,
Humanitarian
,
Machin Learning
, and
Operation Research
Créateur:
Ahani, Narges
Advisor:
Trapp, Andrew C
Éditeur:
Worcester Polytechnic Institute
date créée:
2022-05-06
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Constraint-Aware Meta-Learning, with Applications to Traffic Flow Prediction
Mot-clé:
Constraint-Aware
,
Meta-Learning
,
Traffic
,
Cellular Automata
, and
MAML
Créateur:
Filardi, Vincent
Advisor:
Mangoubi, Oren Rami
Éditeur:
Worcester Polytechnic Institute
date créée:
2022-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
MANIRank: Multiple Attribute and Intersectional Fairness for Consensus Ranking
Mot-clé:
Bias
,
Consensus Ranking
, and
Fair decision making
Créateur:
Cachel, Kathleen
Advisor:
Rundensteiner, Elke A.
Éditeur:
Worcester Polytechnic Institute
date créée:
2021-12-20
Resource Type:
Dissertation
Degree:
MS
Unit (Department):
Data Science
Prediction and Observation Timing in Time Series Classification
Mot-clé:
Time Series
and
Deep Learning
Créateur:
Hartvigsen, Thomas
Advisor:
Rundensteiner, Elke A.
Éditeur:
Worcester Polytechnic Institute
date créée:
2021-12-14
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Explaining Deep Time Series Classifiers
Créateur:
Parvatharaju, Prathyush
Advisor:
Rundensteiner, Elke A.
Éditeur:
Worcester Polytechnic Institute
date créée:
2021-12-15
Resource Type:
Dissertation
Degree:
MS
Unit (Department):
Data Science
Dimension Estimation and Application in Finance
Créateur:
Bahadur, Nitish
Advisor:
Paffenroth, Randy Clinton
Éditeur:
Worcester Polytechnic Institute
date créée:
2021-12-03
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Essays in Mixed-Integer Nonlinear Optimization for Matching Applications
Mot-clé:
Many-to-One Matching
and
Integer Optimization
Créateur:
Wiratchotisatian, Pitchaya
Advisor:
Trapp, Andrew C
Éditeur:
Worcester Polytechnic Institute
date créée:
2021-08-10
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
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6
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Unit (Department)
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UN SDG
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https://creativecommons.org/licenses/by/4.0/
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