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This research defines stress and anxiety and explores the various signs and symptoms of each condition. In addition to defining each condition, the research investigates how the effects of a person suffering from stress and/or anxiety can affect work performance and workplace financials. One aspect of workplace financials discussed are the effects of workman’s compensation and disability claims. Additional chapters of the study explore various health conditions that can arise from excess or untreated stress and anxiety, an assortment of causes for stress and anxiety and some of ...

Upper body power (UBP) is one of the most important factors affecting the performance of cross-country skiers during races. Although some initial studies have already attempted to predict UBP, until now, no study has attempted to apply machine learning methods combined with various feature selection algorithms to identify the discriminative features for prediction of UBP. The purpose of this study is to develop new prediction models for predicting the 10-second UBP (UBP10) and 60-second UBP (UBP60) of cross-country skiers by using General Regression Neural Networks (GRNN), Radial-Basis Functio...

The purpose of this thesis is to develop new hybrid admission decision prediction models by using different machine learning methods including Support Vector Machines (SVM), Multilayer Perceptron (MLP), Radial Basis Function (RBF) Network, TreeBoost (TB) and K-Means Clustering (KMC) combined with feature selection algorithms to investigate the effect of the predictor variables on the admission decision of a candidate to the School of Physical Education and Sports at Cukurova University. Three feature selection algorithms including Relief-F, F-Score and Correlation-based Feature Selection (CFS...

Due to recent climate change, the character of environmental regional planning has shifted to address the anticipated extreme increases in sea level rise. As such, this project, based on existing scientific research/data, proposes a spatial, habitable landscape architectural solution as a model for flood mitigation for the East coastal edge. This proposal tests the potential for resilient coastal landscapes through a particular site located on Revere Beach, along with the New England coast in Massachusetts. The study demonstrates how through new public spaces designed to renew and protect the ...

The purpose of this thesis is to forecast the amount of network traffic in Transmission Control Protocol/Internet Protocol (TCP/IP) -based networks by using different time lags and various machine learning methods including Support Vector Machines (SVM), Multilayer Perceptron (MLP), Radial Basis Function (RBF) Neural Network, M5P (a decision tree with linear regression functions at the nodes), Random Forest (RF), Random Tree (RT), and Reduced Error Prunning Error (REPTree), and statistical regression methods including Multiple Linear Regression (MLR) and Holt-Winters and compare the performanc...

While serving as governor of Mississippi from 1980 until 1984, William F. Winter envisioned education as a key to moving Mississippi away from poverty. He championed educational reform as the means for improving schools with low student achievement. From the beginning of his tenure, Winter's goal was to improve K-12 education by implementing three needed improvements: public kindergarten, compulsory attendance, and a lay board of education. During the first two years of his administration, Winter struggled to gain support from within the legislative body itself. Mores of Mississippi, which rel...

This research is a comparative policy study of Social Security legislation, including Medicare, and tax-deferred retirement savings plan legislation. Specifically, the study sought evidence that would indicate whether the systems are independent, work together, reinforce one another, conflict with one another, or work against one another. Additionally the research looked at whether the original intent of the legislation had been fulfilled. Research indicates that employees need additional pre-retirement education so they learn to save more and invest wisely to maximize their earnings potential...

This paper deploys a risk-based approach to analyse the development of the government bond market in Mexico. This paper determines that the development of a market for local-currency government bonds has allowed the Mexican government to significantly enhance its debt profile by reducing and rebalancing the risk factors that contributed to previous crises, containing the possibility of future crises and slashing its debt costs. While this process of bond market development requires the government to develop the institutions that support the market, other factors such as the size of the economy...

The military defeat of the LTTE by the Government of Sri Lanka in May 2009 ended twenty-six years of war which have caused the displacement of more than 1.1 million Sri Lankans and claimed more than 150,000 lives. Winning the war represented a great achievement for the Government, and allowed Colombo to lay the foundations for the long-term prevention of a recurrence of war. The victory of a comprehensive peace is, however, still to be achieved. This dissertation analyses the case of Sri Lanka to adapt existing theories of post-war recovery to the aftermath of civil wars ending through a decis...

In this research, the author analyzes Derrida's understanding of the way society is created out of a collection of individuals, how the individuals preserve their singularity and freedom within a social system and the meaning of ethics, as it comes out in his early writings. In this work, the researcher used a phenomenological method of research and Cassirer's way of analyzing the symbolic forms as a framework to analyze the early writing of Derrida. Although it is not a common approach to combine Derrida's philosophy with that of Cassirer's, the researcher found that Cassirer's ideas help to...