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Paffenroth, Randy
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Predicting Patient Satisfaction With Ensemble Methods
Keyword:
bagging
,
random forests
,
decision trees
,
patient satisfaction
, and
ensemble methods
Creator:
Rosales, Elisa Renee
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-04-30
Resource Type:
Report
Degree:
MS
Unit (Department):
Mathematical Sciences
Large Scale Matrix Completion and Recommender Systems
Keyword:
low rank matrix
,
Principal Component Analysis
,
robust principal component analysis
,
matrix completion
,
recommender systems
, and
convex relaxation
Creator:
Amadeo, Lily
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2015-09-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Analysis and Prediction of Community Structure Using Unsupervised Learning
Keyword:
eRPCA
,
Community Prediction
,
Low Rank
, and
Sparse Matrix
Creator:
Biradar, Rakesh
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-01-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Robust Auto-encoders
Keyword:
Auto-encoder
,
Deep Learning
, and
Robust Auto-encoder
Creator:
Zhou, Chong
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Maximum Likelihood Identification of an Information Matrix Under Constraints in a Corresponding Graphical Model
Keyword:
Closed Form Solutions
,
Convex Optimization
,
Graphical Models
, and
Information Matrix
Creator:
Li, Nan
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-01-22
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mathematical Sciences
Compressed Sensing via Partial L1 Minimization
Keyword:
partial L1 minimization
,
the augmented Lagrangian method
,
L0 minimization
,
truncated L1 minimization
,
compressed sensing
, and
L1 minimization
Creator:
Zhong, Lu
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Distributed Statistical Learning under Communication Constraints
Keyword:
Distributed learning
,
coordinate descent
,
Parameter Estimation
,
Convex Optimization
,
sufficient statistics
, and
MVUE
Creator:
El Gamal, Mostafa
Advisor:
Lai, Lifeng
Publisher:
Worcester Polytechnic Institute
Date Created:
2017-06-21
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Electrical & Computer Engineering
Kirchhoff Graphs
Keyword:
Kirchhoff graphs
,
matrices
,
vector graphs
, and
matroids
Creator:
Reese, Tyler Michael
Advisor:
Servatius, Brigitte
,
Paffenroth, Randy Clinton
, and
Fehribach, Joseph D.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-03-22
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
Kernel Coherence Encoders
Keyword:
Kernel methods
,
Autoencoders
,
KCCA
, and
CCA
Creator:
Sun, Fangzheng
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-23
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Automatic Detection of Cognitive Load and User’s Age Using a Machine Learning Eye Tracking System
Keyword:
Mental Effort
,
Machine Learning
,
Eye Tracking
,
Pupillary Response
,
User Profiling
, and
Cognitive Load
Creator:
Shojaeizadeh, Mina
Advisor:
Djamasbi, Soussan
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-18
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Management
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PhD Dissertations
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2023
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Ahani, Narges
1
Amadeo, Lily
1
Bahadur, Nitish
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Barger, Maria
1
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Agu, Emmanuel O.
2
Apelian, Diran
1
Brown, Donald R.
1
Capogna, Luca
1
Citti, Giovanna
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Contributor
Agu, Emmanuel O.
2
Alkhateeb, Ahmed
1
Anderson, Kevin
1
Apelian, Diran
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Bidigare, Patrick
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Bioinformatics & Computational Biology
1
Business Administration
1
Computer Science
4
Data Science
35
Electrical & Computer Engineering
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Worcester Polytechnic Institute
52
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Dissertation
31
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1
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https://creativecommons.org/licenses/by-nc/4.0/
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