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Analysis of a top-down bottom-up data analysis framework and software architecture design
(Massachusetts Institute of Technology, 2014)
Data analytics is currently a topic that is popular in academia and in industry. This is one form of bottom-up analysis, where insights are gained by analyzing data. System dynamics is the opposite, a top-down methodology, ...
U.S. Coast Guard financial management : a systems approach to business process reengineering
(Massachusetts Institute of Technology, 2014)
The United States Coast Guard (USCG) is undertaking an enterprise-wide Financial Management Business Process Re-Engineering (FM BPR) effort that will transform its delivery of financial management services which support ...
Data-Centric Business Transformation
(Massachusetts Institute of Technology, 2014)
Today's digital business environment is imposing a great transformation challenge on the enterprises to effectively use vast amount data in order to gain critical business insights to stay competitive. In their aim to take ...
Machine learning ecosystem : implications for business strategy centered on machine learning
(Massachusetts Institute of Technology, 2014)
As interest for adopting machine learning as a core component of a business strategy increases, business owners face the challenge of integrating an uncertain and rapidly evolving technology into their organization, and ...
Assessing financial well-being of merchants by analyzing behavioral patterns in historical transactions
(Massachusetts Institute of Technology, 2014)
This study focuses on new approach to estimate financial wellbeing indicators for merchants, by looking at behavioral patterns of their customers in historical transactions. The transaction data for about 10,000 merchants ...
Impact of technology readiness in the development of automotive systems when incorporating new styling : a graph theory approach to OPM hierarchical decomposition of the system's architecture
(Massachusetts Institute of Technology, 2014)
This thesis addresses to find whether technology readiness, while developing a system of new derivative vehicles, has an influence on the time required to design a part that involves styling and engineering activities. For ...
Improving trade visibility and fidelity in defense requirements portfolio management
(Massachusetts Institute of Technology, 2014)
In 2003, the Department of Defense (DoD) requirements process migrated from a bottom-up, threat-based force-planning method to a capability-based, top-down approach with the introduction of the Joint Capabilities Integration ...