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- K-means algorithm; data clustering; Kd-tree structure (1)
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Articles 1 - 6 of 6
Full-Text Articles in Business Intelligence
Tree-Based Algorithm For Stable And Efficient Data Clustering, Hasan Aljabbouli, Abdullah Albizri, Antoine Harfouche
Tree-Based Algorithm For Stable And Efficient Data Clustering, Hasan Aljabbouli, Abdullah Albizri, Antoine Harfouche
Department of Information Management and Business Analytics Faculty Scholarship and Creative Works
The K-means algorithm is a well-known and widely used clustering algorithm due to its simplicity and convergence properties. However, one of the drawbacks of the algorithm is its instability. This paper presents improvements to the K-means algorithm using a K-dimensional tree (Kd-tree) data structure. The proposed Kd-tree is utilized as a data structure to enhance the choice of initial centers of the clusters and to reduce the number of the nearest neighbor searches required by the algorithm. The developed framework also includes an efficient center insertion technique leading to an incremental operation that overcomes the instability problem of the K-means …
News Versus Market Sentiments, Jazib Ansari, Danish Ahmed Siddiqui Dr
News Versus Market Sentiments, Jazib Ansari, Danish Ahmed Siddiqui Dr
The Journal of Entrepreneurial Finance
This paper investigates the impact of monetary policy announcements on the performance of the stock market in twenty countries (10 Developed and 10 developing). Exchange rate changes and changes in bond yield were taken as control. Daily basis Panel data was used with daily frequency for five (5) years (2014 – 2018). An impact of these selected independent variables on the stock market index is estimated using the regression model and Panel Least Square model. Monetary policy data has been run in three different lags i.e. lag (0), lag (-1, -2, -3, -4), and lag (1, 2, 3, 4) in …
College Of Business Dean's Report: 2019-2020, Ryan Butt
College Of Business Dean's Report: 2019-2020, Ryan Butt
College of Business Dean’s Reports
No abstract provided.
Family Ownership And Corporate Environmental Responsibility: The Contingent Effect Of Venture Capital And Institutional Environment, Zhu Zhu, Feifei Lu
Family Ownership And Corporate Environmental Responsibility: The Contingent Effect Of Venture Capital And Institutional Environment, Zhu Zhu, Feifei Lu
Department of Management Faculty Scholarship and Creative Works
As scholars and policy makers pay more attention to the environmental impact of economic activities, more focus has been placed on the corporate environmental responsibility (CER) of family firms, which accounts for the majority of businesses in both developed and developing countries. Using a sample of 4714 private enterprises across 23 provinces in China, the current study examines the effect of family ownership on CER investment, as well as the moderating effects of venture capital investment and local institutional development. Results show that concentrated family ownership leads to lower CER spending, however, when venture capital investment comes from developed markets, …
A Comprehensive Analysis Of The Accounting Environment And Procedures Through A Series Of Case Studies, Ryan Mccarty
A Comprehensive Analysis Of The Accounting Environment And Procedures Through A Series Of Case Studies, Ryan Mccarty
Honors Theses
The following thesis is a culmination of twelve case studies completed throughout the academic year of 2018-2019 under the direction of Dr. Victoria Dickinson, as a requirement of the Sally McDonnell Barksdale Honors College and completion of the ACCY 420 course. Each case study is independent of the next, and is an in-depth response to questions and theories that are found outside of this document. Each analysis is accomplished by myself alone and through the studies of Financial, Managerial, and Cost accounting courses in my career at the University of Mississippi. The thesis is intended to analyze accounting procedures and …
Case Analyses In Financial Accounting, Jordan Watts
Case Analyses In Financial Accounting, Jordan Watts
Honors Theses
The following thesis explores topics in the profession of public accounting, a diverse and ever-evolving field. As the global business environment and economy develop, so must accounting standards and ideas in order to protect the interests of the masses who invest and take part in the larger economy. The following cases expound on important concepts in the field of accountancy and provide careful consideration of standards utilized and debated worldwide. Each case is explored within the context of a different company or situation, allowing for a diverse palette of research topics from which to view the business world through an …