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Machine Learning
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Data-Driven Optimization of Wire Arc Directed Energy Deposition Manufacturing Conditions for Improved Bead Shape Prediction
Keyword:
Design of Experiemnt
,
Feature Engineering
,
Regression
,
Predictive Modeling
,
Machine Learning
, and
Wire Arc DED
Creator:
Price, Stephen
Advisor:
Cote, Danielle
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-12-12
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Exploring Neural Network Structure through Iterative Neural Networks: Connections to Dynamical Systems
Keyword:
Iterative
,
Neural Network
,
Recurrent Neural Network
,
Machine Learning
,
Sparse
, and
Sparsity
Creator:
Hershey, Quincy
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-20
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Learning From Small Samples: A Machine Learning Model of Belief Polarization
Keyword:
Machine Learning
,
Resource-Rational Analysis
, and
Belief Polarization
Creator:
Kim, David
Advisor:
Reichman, Daniel
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Improving Automated Assessment for Student Open-responses in Mathematics
Keyword:
Automated assessment, Mathematics
,
Open-responses
,
Machine Learning
,
Online Learning Platforms
, and
Natural Language Processing
Creator:
Baral, Sami
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Development of digital holographic vibrometry methods for determination of mechanical properties of bioengineered tissues
Keyword:
High-resolution Optical Metrology
,
Holographic Vibrometry
,
Machine Learning
,
Bioengineered Tissues
, and
Computational Modeling
Creator:
Hiscox, Colin
Advisor:
Furlong-Vazquez, Cosme
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-27
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Mechanical Engineering
A Comparative Study of Multiple-Instance Regression Techniques With Data Augmentation for Cold Spray Powder Hall Flow Rate Prediction
Keyword:
Cold Spray
,
Multiple-Instance Learning
,
Additive Manufacturing
,
Machine Learning
,
Data Augmentation
, and
Multiple-Instance Regression
Creator:
Schuliger, Ashley
Advisor:
Cote, Danielle
and
Neamtu, Rodica
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-04-28
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Deep Reinforcement Learning for Intelligent Frontier Ranking in Search-and-rescue Scenarios
Keyword:
Swarm
,
Machine Learning
,
Advantage Actor-Critic
,
Frontier
,
Reinforcement Learning
, and
SLAM
Creator:
Bergeron, Taylor
Advisor:
Pinciroli, Carlo
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-05-02
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Robotics Engineering
Protecting Model Confidentiality for Machine Learning as a Service
Keyword:
Machine Learning
,
Security
,
Model Extraction
, and
Trusted Execution Environment
Creator:
Truong, Jean-Baptiste
Advisor:
Walls, Robert Joseph
and
Guo, Tian
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Predicting TBI by using Smartphone-sensed mobility patterns, gait and balance
Keyword:
Mobile Health
,
Traumatic Brain Injury (TBI)
, and
Machine Learning
Creator:
Patel, Bhoomi Kalpesh
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-05-06
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Developing Automated Audio Assessment Tools for a Chinese Language Course
Keyword:
Audio Data
,
Natural Language Processing
,
Machine Learning
,
Automated Grading
, and
Deep Learning
Creator:
Varatharaj, Ashvini
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-08-04
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Improving Model Performance with Robust PCA
Keyword:
Robust PCA
,
Projectors
,
Cyber Security
,
PCA
,
Feature Engineering
, and
Machine Learning
Creator:
Bennett, Marissa A.
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2020-05-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Propensity of Endogenous Alternative Splicing to Mediate Mutative Damage
Keyword:
Mutation
,
Alternative Splicing
,
Cancer
,
mRNAseq
,
Statistics
, and
Machine Learning
Creator:
Lutz, Ashley
Advisor:
Korkin, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-25
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Bioinformatics & Computational Biology
Extension on Adaptive MAC Protocol for Space Communications
Keyword:
Deep Reinforcement Learning
,
Machine Learning
,
DVB-S2
,
Catastrophic Forgetting
,
NASA
, and
Space Communications
Creator:
Li, Max Hongming
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-12-18
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Training Data Generation Framework For Machine-Learning Based Classifiers
Keyword:
Classification
,
unsupervised domain adaptation
,
deep neural networks
,
Channel modeling
, and
Machine Learning
Creator:
McClintick, Kyle W
Advisor:
Wyglinski, Alexander
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-12-18
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
Automating endoscopic camera motion for teleoperated minimally invasive surgery using inverse reinforcement learning
Keyword:
Machine Learning
,
Virtual Reality
,
Surgical Robotics
,
endoscope
, and
automation
Creator:
Agrawal, Ankur S
Advisor:
Fischer, Gregory S.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-12-13
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Robotics Engineering
Adaptively-Halting RNN for Tunable Early Classification of Time Series
Keyword:
Classification
,
Time series
,
Machine Learning
, and
Neural Networks
Creator:
Hartvigsen, Thomas
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-11-15
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
An Approach for Deliberate Non-Compliance Detection during Opioid Abuse Surveillance by a Wearable Biosensor
Keyword:
Deliberate non-compliance detection
,
Machine Learning
,
opioid surveillance
,
triaxial accelerometer
, and
blood volume pulse (BVP)
Creator:
Singh, Rohitpal
Advisor:
Venkatasubramanian, Krishna Kumar
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-08-10
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Data Science
Gene fusions in cancer: Classification of fusion events and regulation patterns of fusion pathway neighbors
Keyword:
Cancer
,
semi-supervised machine learning
,
gene fusion
,
Machine Learning
, and
chromosomal abnormalities
Creator:
Hughes, Katelyn
Advisor:
Korkin, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-05-05
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Bioinformatics & Computational Biology
Why did they cite that?
Keyword:
information retrieval
,
Machine Learning
,
Deep Learning
, and
natural language processing
Creator:
Lovering, Charles
Advisor:
Whitehill, Jacob Richard
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
A Machine Learning approach to Febrile Classification
Keyword:
Thermal Imaging
,
Fever Screening
,
Classification
,
Machine Learning
, and
Deep Learning
Creator:
Kostopouls, Theodore P
Advisor:
Lee, Kwonmoo
Publisher:
Worcester Polytechnic Institute
Date Created:
2018-04-25
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Biomedical Engineering
Semi-Autonomous Wheelchair Navigation With Statistical Context Prediction
Keyword:
Navigation
,
Bayesian Network
,
Wheelchair
, and
Machine Learning
Creator:
Qiao, Junqing
Advisor:
Padir, Taskin
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-05-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
A Comprehensive Comparative Performance Evaluation of Signal Processing Features in Detecting Alcohol Consumption from Gait Data
Keyword:
gait
,
Signal Processing
,
alcohol consumption
,
Machine Learning
, and
smartphone
Creator:
Qi, Muxi
Advisor:
Agu, Emmanuel O.
Publisher:
Worcester Polytechnic Institute
Date Created:
2016-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
An Embedded Seizure Onset Detection System
Keyword:
Embedded
,
EEG
,
Machine Learning
,
epilepsy
,
SVM
, and
seizure
Creator:
Kindle, Alexander Lawrence
Advisor:
McLaughlin, Bryan
and
Padir, Taskin
Publisher:
Worcester Polytechnic Institute
Date Created:
2013-09-12
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Robotics Engineering
Detecting students who are conducting inquiry Without Thinking Fastidiously (WTF) in the Context of Microworld Learning Environments
Keyword:
Cluster Analysis
,
Learner Characteristics
,
Science Inquiry
,
Automated Detectors
,
Disengaged Behavior
,
Machine Learning
, and
Decision Tree Rule Learners
Creator:
Wixon, Michael
Advisor:
Gobert, Janice
Publisher:
Worcester Polytechnic Institute
Date Created:
2013-04-09
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Social Science & Policy Studies
A Graph Theoretic Clustering Algorithm based on the Regularity Lemma and Strategies to Exploit Clustering for Prediction
Keyword:
Unsupervised learning
,
Graph Mining
,
Machine Learning
,
Semi-Supervised Learning
,
Ensemble Learning
,
Graph Partitioning
, and
Regularity Lemma
Creator:
Trivedi, Shubhendu
Advisor:
Sarkozy, Gabor N
and
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2012-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Responding to Moments of Learning
Keyword:
Intelligent tutoring systems
,
Machine Learning
,
Knowledge tracing
, and
Educational data mining
Creator:
Goldstein, Adam B
Advisor:
Heffernan, Neil
and
Baker, Ryan S.
Publisher:
Worcester Polytechnic Institute
Date Created:
2011-05-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Data Mining Techniques for Prognosis in Pancreatic Cancer
Keyword:
Machine Learning
,
Data Mining
,
Feature Selection
, and
Pancreatic Cancer
Creator:
floyd, stuart
Advisor:
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2007-05-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Applying Causal Models to Dynamic Difficulty Adjustment in Video Games
Keyword:
Machine Learning
,
Causal
,
Model
,
Video Game
, and
Causal Mode
Creator:
Moffett, Jeffrey P
Advisor:
Beck, Joseph E.
and
Rich, Charles
Publisher:
Worcester Polytechnic Institute
Date Created:
2010-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Visual Feedback for Gaming Prevention in Intelligent Tutoring Systems
Keyword:
Machine Learning
,
Behavior
,
Intelligent tutoring systems
, and
Learning
Creator:
Walonoski, Jason A
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2006-01-08
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Applying Machine Learning Techniques to Rule Generation in Intelligent Tutoring Systems
Keyword:
Programming by Demonstration
,
Intelligent tutoring systems
,
Model Tracing
,
Machine Learning
, and
Artificial Intelligence
Creator:
Jarvis, Matthew P
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2004-04-29
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Automated Discovery of Numerical Approximation Formulae Via Genetic Programming
Keyword:
Machine Learning
,
Genetic Programming
,
approximations
, and
Artificial Intelligence
Creator:
Streeter, Matthew J
Advisor:
Becker, Lee A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2001-04-26
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
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2
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1
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4
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