Volume 13, Issue 7 (2017) | Journal of Computer Science

A New Methodology for Neural Network Training Ensures Error Reduction in Time Series Forecasting

Paola A. Sánchez-Sánchez — 2017-07-04

Journal of Computer Science, Published online: 4 July 2017; doi:10.3844/jcssp.2017.211.217

Artificial Neural Networks (ANN) consists of some components, such as architecture and learning algorithm. These components have a significant effect on the performance of the ANN, but finding good pa...

Network Traffic Model: A Case of BIUST Network

Thato Solomon — 2017-06-21

Journal of Computer Science, Published online: 21 June 2017; doi:10.3844/jcssp.2017.218.227

Network traffic model and analysis provides the average load, bandwidth requirements and the different application of the available bandwidth for a particular network, in addition to several other det...

A Classification and Prediction Model for Student's Performance in University Level

Ashraf Abazeed — 2017-07-14

Journal of Computer Science, Published online: 14 July 2017; doi:10.3844/jcssp.2017.228.233

Educational Data Mining is a new discipline, focusing on studying the methods and creating models to utilize educational data, using those methods to better understand students and their performance. ...

E-GENMR: Enhanced Generalized Query Processing using Double Hashing Technique through MapReduce in Cloud Database Management System

Shweta Malhotra — 2017-07-14

Journal of Computer Science, Published online: 14 July 2017; doi:10.3844/jcssp.2017.234.246

Big Data, Cloud computing and Data Science is the booming future of IT industries. The common thing among all the new techniques is that they deal with not just Data but Big Data. Users store various ...

High Density Salt and Pepper Noise Filter based on Shepard Interpolation Method

Chaipichit Cumpim — 2017-07-20

Journal of Computer Science, Published online: 20 July 2017; doi:10.3844/jcssp.2017.247.256

This paper has proposed the technique in order to remove salt-and-pepper noise from the corrupted image. The proposed scheme consists of two steps. The first, the adaptive median filter is applied to ...