"Submitted in Partial Fulfillment of the Requirements for the Degree of Master of Science in Data Mining."; Thesis advisor: Daniel T. Larose.; M.S.,Central Connecticut State University,,2012.; Includes bibliographical references (leaves 62-63).
"Submitted in Partial Fulfillment of the Requirements for the Degree of Master of Science in Data Mining."; Thesis advisor: Dr. Daniel Larose; M.S.,Central Connecticut State University,,2012.; Includes bibliographical references (leaves 104-106).
Business intelligence.; Data mining.; Information retrieval.
"Submitted in Partial Fulfillment of the Requirements for the Degree of Master of Science in Data Mining."; Thesis advisor: Roger Bilisoly.; M.S.,Central Connecticut State University,,2012.; Includes bibliographical references (pages 79-83).
Enron Corp.--Databases.; Electronic mail messages--Databases.; Data mining.
"Submitted in Partial Fulfillment of the Requirements for the Degree of Master of Science in Data Mining."; Thesis advisor: Roger L. Bilisoly.; M.S.,Central Connecticut State University,,2012.; Includes bibliographical references (leaves 69-77).
Data mining; SAS (Computer program language); Fuzzy algorithms
Clustering is the process of placing data records into homogenous groups. Members of each group are similar to one another and highly different from members outside the group. The clusters are used for predictive analysis (what will happen), for...
Multivariate analysis; Stratified sets; Bayesian statistical decision theory
Data mining, at times, involves applying cluster analysis to large databases
containing multivariate normal parameters. Most finite mixture clustering methods use
the expectation-maximum (EM) algorithm to find solutions to the unknown parameters,...
During the last decade, new technologies created a deluge of potential drug targets. Sifting through thousands of potential drug targets is a major industry bottleneck. Pharmaceutical companies can save billions of dollars by identifying most...
Hospitals -- Emergency services -- Utilization; Children -- Health and hygiene
Emergency department care and primary care are ideally distinct parts of the health care delivery system. In theory, each answers a specific and different health care need. However, in practice this distinction blurs. Many visits to hospital...
Data mining; Semiconductors -- Design and construction
Finding equipment causes of faulty devices in semiconductor manufacturing is inhibited by several difficulties which are briefly described. The main problem area focused on here is that of biased data mining methods. By judiciously selecting two...
In this thesis, support vector machines, neural networks, logistic regression, naïve Bayes, classification and regression trees, the C5.0 algorithms, QUEST, CHAID and discriminant analysis have been implemented on nine real-world datasets. The...
Investor community and stock market watch companies' earnings report closely as earnings report is the most essential fundamental barometer of how financially healthy a company is. All public companies announce earnings every quarter, and the stock...
Data mining; RSS feeds; Natural language processing (Computer science)
Really Simple Syndication (RSS) is an internet-based technology allowing website publishers to easily and frequently broadcast relevant content updates to subscribers. Business analysts looking for content relevant to their needs have thousands of...
Since the 1980's law enforcement has deployed traffic enforcement camera systems to monitor roadways for traffic violations. There are a variety of commercially available systems today that can capture images of vehicles running red lights, passing...
Social Movement Theory (SMT) is an area of study in Sociology and Political Science that provides an analytical framework for understanding the factors involved in organized social action. A social movement develops in response to an injustice or...
The online DVD rental company Netflix® advertises that their service "is the best way to
rent movies1." Though Netflix® claims they enable customers to "find and discover movies they
will enjoy", consistently renting movies that meet personal...
The purpose of the project is to create the best marketing model that can be used to predict future sales. This project will be based upon a data set that includes market research data. We will be using multiple tools and data mining techniques to...
Customer relations -- Management -- Data processing; Self-organizing maps; Data mining
This study outlines a method of determining individual customer potential, based solely on data present in the customer database: descriptive information and transaction records. We define potential as the incremental turnover that any particular...
With the rules and regulations the federal government has put in place, financial institutions must consistently improve their anti-money laundering programs. Financial institutions use alert monitoring systems to combat a number of money...
