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Machine Learning
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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
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
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 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
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
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
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
Predictive Models of Student Learning
Keyword:
Machine Learning
,
Bayesian networks
,
psychometrics
,
Knowledge tracing
,
Intelligent tutoring systems
,
item response theory
,
predictive models
,
Educational data mining
,
educational measurement
, and
student modeling
Creator:
Pardos, Zachary Alexander
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2012-04-26
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Layout Optimization for Distributed Relational Databases Using Machine Learning
Keyword:
layout optimization
,
Machine Learning
, and
distributed databases
Creator:
Patvarczki, Jozsef
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2012-05-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
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
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1
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1
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Agu, Emmanuel O.
3
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Project Center
Acadia National Park, Maine Project Center - IQP
1
MIT Lincoln Laboratory-Lexington, Massachusetts Project Center - MQP
1
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Switzerland Project Center - MQP
1
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18
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2
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6
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Major Qualifying Project
49
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31
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18
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7
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1
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https://creativecommons.org/licenses/by/4.0/
4
https://creativecommons.org/licenses/by-nc/4.0/
3
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Provost's MQP Award
1