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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
Contributions to Collective Dynamical Clustering-Modeling of Discrete Time Series

Keyword:

semi-Markov chain, distributed data processing system, discrete time series, and deviated dynamic time warping

Creator:

Wang, Chiying

Advisor:

Ruiz, Carolina

Publisher:

Worcester Polytechnic Institute

Date Created:

2016-04-27

Resource Type:

Dissertation

Degree:

PhD

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

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El-Sayed, Maged F1
Hayward, John T1
Icev, Aleksandar1
Kogel, Wendy E.1
Laxminarayan, Parameshvyas1
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Alvarez, Sergio A.2
Ruiz, Carolina[remove]14
Ryder, Elizabeth F.1

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Agu, Emmanuel O.1
Alvarez, Sergio A.2
Chernova, Sonia1
Kong, Xiangnan1
Ruiz, Carolina[remove]14
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Computer Science14

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Worcester Polytechnic Institute14

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Dissertation2

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