Open Access. Powered by Scholars. Published by Universities.®

Physical Sciences and Mathematics Commons

Open Access. Powered by Scholars. Published by Universities.®

Articles 1 - 7 of 7

Full-Text Articles in Physical Sciences and Mathematics

"Being Mindful" And Becoming A "Harmony Worker" During Unsettling Times.Docx Aug 2019

"Being Mindful" And Becoming A "Harmony Worker" During Unsettling Times.Docx

Carroy U "Cuf" Ferguson, Ph.D.

Let us be mindful of our individual and collective past in order to learn what works and does not work for our individual and collective Well Being.
Let us seek and find ways to experience Joy as a way "to be" in the present for our individual and collective Well Being.
And, let us create and implement Visions for evolving our consciousness in ways that can sustain our individual and collective Well Being.


Shining A Humanistic Light On Racism.Docx Jul 2019

Shining A Humanistic Light On Racism.Docx

Carroy U "Cuf" Ferguson, Ph.D.

On July 14, 2019, race-linked tweets, filled with racially charged negative rhetoric, began to emerge for a country, the United States, to grapple once more with its past, present, and future.  The tweets were directed toward four duly elected women of color in Congress.  In this light, the phenomenon of racism, yet again, was abruptly made more overt, rather than covert.  Indeed, it is fair to say that the phenomenon of racism is often an "unconscious or veiled phenomenon" for some. 


123movies!@! Watch [ Captain Marvel ] Hd-2019-Full Movie Online Free Hd, Jokodok Koplok Mar 2019

123movies!@! Watch [ Captain Marvel ] Hd-2019-Full Movie Online Free Hd, Jokodok Koplok

jokodok koplok

No abstract provided.


Influence Of The Event Rate On Discrimination Abilities Of Bankruptcy Prediction Models, Lili Zhang, Jennifer Priestley, Xuelei Ni Mar 2019

Influence Of The Event Rate On Discrimination Abilities Of Bankruptcy Prediction Models, Lili Zhang, Jennifer Priestley, Xuelei Ni

Jennifer L. Priestley

In bankruptcy prediction, the proportion of events is very low, which is often oversampled to eliminate this bias. In this paper, we study the influence of the event rate on discrimination abilities of bankruptcy prediction models. First the statistical association and significance of public records and firmographics indicators with the bankruptcy were explored. Then the event rate was oversampled from 0.12% to 10%, 20%, 30%, 40%, and 50%, respectively. Seven models were developed, including Logistic Regression, Decision Tree, Random Forest, Gradient Boosting, Support Vector Machine, Bayesian Network, and Neural Network. Under different event rates, models were comprehensively evaluated and compared …


A Comparison Of Machine Learning Algorithms For Prediction Of Past Due Service In Commercial Credit, Liyuan Liu M.A, M.S., Jennifer Lewis Priestley Ph.D. Mar 2019

A Comparison Of Machine Learning Algorithms For Prediction Of Past Due Service In Commercial Credit, Liyuan Liu M.A, M.S., Jennifer Lewis Priestley Ph.D.

Jennifer L. Priestley

Credit risk modeling has carried a variety of research interest in previous literature, and recent studies have shown that machine learning methods achieved better performance than conventional statistical ones. This study applies decision tree which is a robust advanced credit risk model to predict the commercial non-financial past-due problem with better critical power and accuracy. In addition, we examine the performance with logistic regression analysis, decision trees, and neural networks. The experimenting results confirm that decision trees improve upon other methods. Also, we find some interesting factors that impact the commercials’ non-financial past-due payment.


2018 Florida Data Science For Social Good - Annual Report, Karthikeyan Umapathy, F. Dan Richard Jan 2019

2018 Florida Data Science For Social Good - Annual Report, Karthikeyan Umapathy, F. Dan Richard

Karthikeyan Umapathy

The Florida Data Science for Social Good (FL-DSSG) Program is a summer internship program that matches data science expertise with real-world problems in the public sector. During the 2018 program, the FL-DSSG supported stipends for 5 DSSG Interns, who worked 20 hours per week for 12 weeks and 3 DSSG interns, who worked 8 hours per week as well as registered for a Directed Independent Study course. Four non-profit organizations participated in the 2018 program: Baptist Health Y Healthy Living Centers (YHLCs), Family Support Services of North Florida (FSSNF), Girls Incorporated of Jacksonville (Girls Jax), and The Performers Academy (TPA). 


Call For Abstracts - Resrb 2019, July 8-9, Wrocław, Poland, Wojciech M. Budzianowski Dec 2018

Call For Abstracts - Resrb 2019, July 8-9, Wrocław, Poland, Wojciech M. Budzianowski

Wojciech Budzianowski

No abstract provided.