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Ruiz, Carolina
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Strategies and Structures for Biological Datasets Integration and Knowledge Discovery
Keyword:
Single-cell RNA Sequencing
,
Data Integration
,
CCA
,
Network Analysis
,
Biology
, and
Feature Engineering
Creator:
Teeple, Erin
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-07-25
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Data 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
Boosting Gene Expression Clustering with System-Wide Biological Information and Deep Learning
Keyword:
community detection
,
biological network
,
robust autoencoder
,
deep learning
, and
gene expression clustering
Creator:
Cui, Hongzhu
Advisor:
Korkin, Dmitry
Publisher:
Worcester Polytechnic Institute
Date Created:
2019-04-24
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Understanding Internal Feature Development in Deep Convolutional Neural Networks for Time Series
Keyword:
Feature extraction
,
Human Sleep
,
Interpretable Deep learning
,
Feature Visualization
, and
Learning representations
Creator:
Paisarnsrisomsuk, Sarun
Advisor:
Ruiz, Carolina
and
Alvarez, Sergio A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-08-11
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Efficient Incremental View Maintenance for Data Warehousing
Keyword:
Materialized View
,
View Maintenance
,
Information Integration
,
Data Warehouse
, and
View Matching
Creator:
Chen, Songting
Advisor:
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2005-12-20
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Association Rule Based Classification
Keyword:
Associative Classification
,
Adaptive Minimal Support
,
Itemset Pruning
,
Association Rules
, and
Classification
Creator:
Palanisamy, Senthil Kumar
Advisor:
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2006-05-03
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
An Efficient and Incremental System to Mine Contiguous Frequent Sequences
Keyword:
Frequent Patterns
and
Traversal Patterns
Creator:
El-Sayed, Maged F
Advisor:
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2004-01-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
Student Modeling in Intelligent Tutoring Systems
Keyword:
User modeling
,
Maching learning
, and
Intelligent tutoring systems
Creator:
Gong, Yue
Advisor:
Beck, Joseph E.
Publisher:
Worcester Polytechnic Institute
Date Created:
2014-11-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Towards Assessing Students' Fine Grained Knowledge: Using an Intelligent Tutor for Assessment
Keyword:
longitudinal modeling
,
assess fine grained knowledge
,
Intelligent Tutoring System
,
Data Mining
,
dynamic testing
, and
assessment
Creator:
Feng, Mingyu
Advisor:
Heffernan, Neil
Publisher:
Worcester Polytechnic Institute
Date Created:
2009-08-19
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Computer Science
Mining Oncology Data: Knowledge Discovery in Clinical Performance of Cancer Patients
Keyword:
Knowledge Discovery in Databases
,
Databases
,
Cancer
,
Clinical Performance
,
oncology
, and
Data Mining
Creator:
Hayward, John T
Advisor:
Ruiz, Carolina
Publisher:
Worcester Polytechnic Institute
Date Created:
2006-08-16
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Computer Science
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30
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Worcester Polytechnic Institute
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