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Open Access

Author:: Kim, Hyun-Woo
Title:: Data Mining on Microblogged Information: Gender Recognition and Suicide Prevention
Graduate Program:: Information Sciences and Technology
Keywords:: data mining
suicide prevention
gender classification
gender recognition
feature selection
attribute selection
support vector machine
SVM
File:: Download data_mining_on_microblogged_information.pdf
Committee Members:: John Yen, Thesis Advisor/Co-Advisor
John Yen, Thesis Advisor/Co-Advisor
Bernard James Jansen, Thesis Advisor/Co-Advisor

Open Access

Author:: Inochanon, Keerati
Title:: A Speedy Algorithm For Determining Personalized Discounts For Products Approaching Their End-of-Life Stage
Graduate Program:: Industrial Engineering
Keywords:: decision support system
personalized discount
inventory policy
dynamic pricing
expert system
fuzzy inference rules
data mining
File:: Download inochanon-thesis.pdf
Committee Members:: Dr Soundar Kumara, Thesis Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Thesis Advisor/Co-Advisor

Open Access

Author:: Zhuang, Ziming
Title:: IMPROVING RELEVANCE RANKING FOR UNDERSPECIFIED QUERIES
Graduate Program:: Information Sciences and Technology
Keywords:: search query
relevance ranking
information retrieval
search engine
data mining
File:: Download ZZhuang-MS-Dissertation.pdf
Committee Members:: C Lee Giles, Thesis Advisor/Co-Advisor
Lee Giles And Prasenjit Mitra, Thesis Advisor/Co-Advisor
Prasenjit Mitra, Thesis Advisor/Co-Advisor

Open Access

Author:: Fang, Qi
Title:: Data Mining on Communication for Identifying Terrorists: A Case Study
Graduate Program:: Information Sciences and Technology
Keywords:: terrorist identification
data mining
social network analysis
File:: Download qifang.pdf
Committee Members:: John Yen, Thesis Advisor/Co-Advisor
Dinghao Wu, Thesis Advisor/Co-Advisor
Dongwon Lee, Thesis Advisor/Co-Advisor

Open Access

Author:: Udoh, Aniefiok S
Title:: Evaluating Stimlation Effectiveness of the Bakken Fields Using Data Mining Techniques
Graduate Program:: Energy and Mineral Engineering
Keywords:: Bakken
data mining
hydraulic fracturing in the bakken
stimulation
effective stimulation
evaluating stimulation
statistical analysis
File:: Download PS_Thesis__final_.pdf
Committee Members:: Yilin Wang, Thesis Advisor/Co-Advisor

Open Access

Author:: Murphy, William P
Title:: Using Supervised Learning To Identify Descriptions Of Personal Experiences Related To Chronic Disease On Social Media
Graduate Program:: Information Sciences and Technology
Keywords:: machine learning
social media
data mining
health informatics
File:: Download ms_thesis2.pdf
Committee Members:: John Yen, Thesis Advisor/Co-Advisor

Open Access

Author:: Hu, Xiaocheng
Title:: DATA MINING ON CORPORATE FILLING BASED ON BAYESIAN LEARNING APPROACH
Graduate Program:: Industrial Engineering
Keywords:: data mining
text analysis
Perl
File:: Download finalthesis.pdf
Committee Members:: Tao Yao, Thesis Advisor/Co-Advisor

Open Access

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