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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
A Database For Exploratory Analysis of Human Sleep

Keyword:

postgres, Data Mining, weka, Computer Science, sleep, terabyte, and Database

Creator:

Misra, Shivin Satyawon

Advisor:

Ruiz, Carolina

Publisher:

Worcester Polytechnic Institute

Date Created:

2008-03-26

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Hypothesis-Driven Specialization-based Analysis of Gene Expression Association Rules

Keyword:

gene expression, Data Mining, bioinformatics, and Association Rules

Creator:

Thakkar, Dharmesh

Advisor:

Ruiz, Carolina

Publisher:

Worcester Polytechnic Institute

Date Created:

2007-05-08

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
Exploratory Analysis of Human Sleep Data

Keyword:

sleep data, association rule mining, Logistic regression, Data Mining, window-based association rule mining, and statistical significance of rules

Creator:

Laxminarayan, Parameshvyas

Advisor:

Ruiz, Carolina

Publisher:

Worcester Polytechnic Institute

Date Created:

2004-01-19

Resource Type:

Thesis

Degree:

MS

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
Mining for Frequent Events in Time Series

Keyword:

numeric, events, Time series, envelopes, and mining

Creator:

Stoecker-Sylvia, Zachary

Advisor:

Ruiz, Carolina

Publisher:

Worcester Polytechnic Institute

Date Created:

2004-09-02

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
Apriori Sets And Sequences: Mining Association Rules from Time Sequence Attributes

Keyword:

mining complex data and temporal association rules

Creator:

Pray, Keith A

Advisor:

Ruiz, Carolina

Publisher:

Worcester Polytechnic Institute

Date Created:

2004-05-06

Resource Type:

Thesis

Degree:

MS

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

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Masters Theses[remove]13

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Cui, Hongzhu1
El-Sayed, Maged F1
Hayward, John T1
Icev, Aleksandar1
Kogel, Wendy E.1
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Alvarez, Sergio A.1
Korkin, Dmitry1
Ruiz, Carolina12
Ryder, Elizabeth F.1

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Alvarez, Sergio A.1
Korkin, Dmitry1
Ruiz, Carolina[remove]13
Ryder, Elizabeth F.1
Wills, Craig E.1

Unit (Department)

Computer Science13

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Worcester Polytechnic Institute13

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Thesis13

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