Volume 16, Issue 9 (2020) | Journal of Computer Science

Rule-Based Approach to Detect IoT Malicious Files

Faisal Alsattam — 2020-10-15

Journal of Computer Science, Published online: 15 October 2020; doi:10.3844/jcssp.2020.1203.1211

The current immersive increase of cyber-attacks requires constant evolution of the used security solutions. Current malware detection solutions are only able to identify known malwares that were previ...

Harmonic Mean Projection Shape Transform for Leaf Classification

Sophia Jamila Zahra — 2020-09-13

Journal of Computer Science, Published online: 13 September 2020; doi:10.3844/jcssp.2020.1212.1219

Shape feature extraction has emerged as an important part of computer vision and image processing applications. Identification of shape objects in huge data based on shape similarity still remains a c...

Conjugate Gradient ‎Method: A Developed Version to Resolve Unconstrained Optimization Problems

Ahmad Alhawarat — 2020-09-18

Journal of Computer Science, Published online: 18 September 2020; doi:10.3844/jcssp.2020.1220.1228

One of the important methods that are widely utilized to resolve ‎unconstrained ‎optimization problems is the Conjugate Gradient (CG) method. This paper aims to propose a new version of the CG met...

Spherical Object Tracking using Von Mises-Fisher Distribution in Catadioptric System

Khald Anisse — 2020-09-20

Journal of Computer Science, Published online: 20 September 2020; doi:10.3844/jcssp.2020.1229.1236

Tracking objects on video sequences is a very challenging task in computer vision applications. However, there is few articles that deal with this topic in catadioptric vision. This paper describes a ...

Detection of Plant Leaf Diseases Using K‒mean++ Intermeans Thresholding Algorithm

Kittipol Wisaeng — 2020-09-21

Journal of Computer Science, Published online: 21 September 2020; doi:10.3844/jcssp.2020.1237.1249

In the field of agricultural information, the plant leaf disease detection is highly important for both farmer life and environment. To improve the accuracy of plant leaf disease detection and reduce ...

A Framework for Real-Time Healthcare System Performance in Developing Countries

Razi Ahmed — 2020-09-24

Journal of Computer Science, Published online: 24 September 2020; doi:10.3844/jcssp.2020.1250.1257

This study proposes a conceptual structure for the success of the real-time healthcare program in developing countries. Whilst developing and some developed countries face a significant challenge in a...

Sentiment Analysis of Arabic Reviews for Saudi Hotels Using Unsupervised Machine Learning

Samar Alosaimi — 2020-09-25

Journal of Computer Science, Published online: 25 September 2020; doi:10.3844/jcssp.2020.1258.1267

Virtual worlds such as social networking sites, blogs and content communities are extremely becoming one of the most powerful sources for news, markets, industries etc. These virtual worlds can be use...

Prediction of Data Traffic in Telecom Networks based on Deep Neural Networks

Quang Hung Do — 2020-09-30

Journal of Computer Science, Published online: 30 September 2020; doi:10.3844/jcssp.2020.1268.1277

Accurate prediction of data traffic in telecom network is a challenging task for a better network management. It advances dynamic resource allocation and power management. This study employs deep neur...

A Time Series Forecasting for the Cumulative Confirmed and Critical Cases of the Covid-19 Pandemic in Saudi Arabia using Autoregressive Integrated Moving Average (ARIMA) Model

Samer H. Atawneh — 2020-09-30

Journal of Computer Science, Published online: 30 September 2020; doi:10.3844/jcssp.2020.1278.1290

Reviews at present, different machine learning techniques and algorithms have been applied for predicting significant factors of the Coronavirus Disease-2019 (COVID-19) such as the outbreak and diagno...

Covid-19 Global Spread Analyzer: An ML-Based Attempt

Rana Husni Al Mahmoud — 2020-10-02

Journal of Computer Science, Published online: 2 October 2020; doi:10.3844/jcssp.2020.1291.1305

The novel Coronavirus 2019 (COVID-19) has caused a pandemic disease over 200 countries, influencing billions of humans. In this consequence, it is very much essential to the identify factors that corr...

Preliminary Analysis of Malware Detection in Opcode Sequences within IoT Environment

Firas Shihab Ahmed — 2020-10-05

Journal of Computer Science, Published online: 5 October 2020; doi:10.3844/jcssp.2020.1306.1318

With the technological development and means of communication, the Internet of Things (IoT) has become an essential role in providing many services in daily life through millions of heterogeneous but ...

Algorithm for Compressing/Decompressing Sudoku Grids

Zhivko Nedev — 2020-10-03

Journal of Computer Science, Published online: 3 October 2020; doi:10.3844/jcssp.2020.1319.1324

We describe a way to transfer efficiently Sudoku grids through the Internet. This is done by using linearization together with compression and decompression that use the information structure present ...

IoT-Fog based Smart-Building Security System Design and Performance Evaluation

Maha Medhat — 2020-10-03

Journal of Computer Science, Published online: 3 October 2020; doi:10.3844/jcssp.2020.1325.1333

This paper aims to develop a smart building-security system utilizing fog technology. Fog computing is an innovative solution to reduce latency and network congestion, in which the cloud is extended t...