Scholarly and Creative Works of Faculty Members and Researchers: Recent submissions
Anzeige der Dokumente 21-26 von 26
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Goal-driven optimization strategy for energy and performance-aware data centers for Cloud-based Wind Farm CMS
; Kim, Sungho
; (Korean Society of Internet Information, 2016-03-31)
A cloud computing system can be characterized by the provision of resources in the form of services to third parties on a leased, usage-based basis, as well as the private infrastructures maintained and utilized by individual ... -
Prediction-based model for student dropouts using modified mutated firefly algorithm
; Gerardo, Bobby D. (World Academy of Research in Science and Engineering, 2019)
Academic database is considered as the heart and soul of every higher education institutions. This database contains a vast amount of useful information that is useful for analysis. Algorithms for machine learning play a ... -
A modified Otsu-based image segmentation algorithm (OBISA)
Unajan, Magdalene C.; Gerardo, Bobby D. ; Medina, Ruji P. (Newswood Limited, 2019-03-13)
Image thresholding is usually a preprocessing step in a number of image processing algorithms. The segmented images are input for image analyses, computer vision, and visualizations and object representation. Otsu thresholding ... -
Improving self-organizing map with Nguyen-Widrow initialization algorithm
; Gerardo, Bobby; Medina, Ruji (Institute of Advanced Engineering and Science (IAES), 2019-07)
The quality of cluster result and the learning speed of Self-organizing map (SOM) are dependent on the initialization of weights since the initial values for weight vectors affect the performance of SOM training when applied ... -
Neural network model using back-propagation algorithm with momentum term for credit risk evaluation system
; Gerardo, Bobby; (The SCIence and Engineering Institute (SCIEI), 2016)
This paper present the results of an experiment made with the aid of KangarooBPNN, a graphical user interface software in order to find the Mean Squared Error (MSE) of a supervised neural network model. In the previous ... -
Association of circulating serum miR-34a and miR-122 with dyslipidemia among patients with non-alcoholic fatty liver disease
Salvoza, Noel C.; ; ; Baclig, Michael O. (Public Library of Science, 2016)
Non-alcoholic fatty liver disease (NAFLD) covers a spectrum of diseases from simple steatosis to non-alcoholic steatohepatitis, with approximately 20% risk of progressing to fibrosis and cirrhosis. The aim of this study ...
