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Zou, Jian
Entfernen Zwang Contributor: Zou, Jian
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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
Novel Statistical Methods for Aggregating Correlated and Missing Data with Applications to Chronic Disease Research
Stichwort:
correlation-robustness
,
missing data
,
Fisher's method
,
global hypothesis test
, and
p-value combination
Schöpfer:
Chen, Xiaohui
Advisor:
Wu, Zheyang
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2023-08-10
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
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
Scalable Similarity Search over Big Data Series
Stichwort:
Data Series
,
Scalable Indexing
,
Approximate Similarity Search
,
Big data series
, and
Query optimization
Schöpfer:
Zhang, Liang
Advisor:
Rundensteiner, Elke A.
and
Eltabakh, Mohamed Y.
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2022-04-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Dimension Estimation and Application in Finance
Schöpfer:
Bahadur, Nitish
Advisor:
Paffenroth, Randy Clinton
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2021-12-03
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Essays in Mixed-Integer Nonlinear Optimization for Matching Applications
Stichwort:
Many-to-One Matching
and
Integer Optimization
Schöpfer:
Wiratchotisatian, Pitchaya
Advisor:
Trapp, Andrew C
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2021-08-10
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Optimal Ensembles for Deep Learning: Theory and Practice
Stichwort:
Deep Learning
,
Theory
,
Diversity
,
Application
,
Ensemble Learning
, and
Training Algorithm
Schöpfer:
Li, Wenjing
Advisor:
Paffenroth, Randy Clinton
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2021-05-05
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Patterns Detection on Multivariate High-Frequency Time Series
Stichwort:
time series
,
graphical model
,
kernel method
,
biclustering
,
anomaly detection
, and
mutual information
Schöpfer:
Liu, Haitao
Advisor:
Paffenroth, Randy Clinton
and
Zou, Jian
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2020-08-09
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data Science
Bayesian Small Area Analyses of the Unrelated Question Design with Multiple Sensitive Questions
Stichwort:
Markov chain Monte Carlo methods.
,
Data masking
,
Hierarchical Bayesian model
,
Latent variables
,
Elicitation
,
Integrated nested normal approximation
,
Blocked Gibbs sampler
, and
Logistic regression
Schöpfer:
Yu, Yuan
Advisor:
Nandram, Balgobin
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2019-04-24
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Deployment of Autonomous Electric Taxis with Consideration for Charging Stations
Stichwort:
Taxi Dispatch and Rebalancing
,
MATSim
,
Charging Assignments
,
Autonomous Electric Taxi Fleet
, and
Online Optimization Model
Schöpfer:
Manickavasagam, Sounthar
Advisor:
Trapp, Andrew C
Herausgeber:
Worcester Polytechnic Institute
Datum erstellt:
2017-05-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
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Schöpfer
Bahadur, Nitish
1
Chen, Xiaohui
1
Jiang, Dongchen
1
Li, Wenjing
1
Liu, Haitao
1
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Advisor
Eltabakh, Mohamed Y.
1
Kong, Xiangnan
1
Nandram, Balgobin
3
Paffenroth, Randy Clinton
3
Rundensteiner, Elke A.
3
mehr
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»
Contributor
Choi, Jai Won
3
Eltabakh, Mohamed Y.
1
Haughton, Dominique
1
Higgins, Huong N.
1
Huong, Higgins
1
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Contributors
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Unit (Department)
Data Science
7
Mathematical Sciences
6
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Worcester Polytechnic Institute
13
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Dissertation
11
Thesis
2
