Volume 18, Issue 12 (2022) | Journal of Computer Science

Experimental Evaluation of Adaptive Step-Size Based FxLMS Approach for Active Noise Control in Magnetic Resonance Imaging Systems

I. Juvanna — 2022-11-24

Journal of Computer Science, Published online: 24 November 2022; doi:10.3844/jcssp.2022.1131.1143

Magnetic Resonance Imaging (MRI) scanners emit up to 135 decibels of acoustic noise, which is a major source of discomfort for patients and personnel evaluating them during routine medical scans, nece...

Aspect-Based Sentiment Classification for Detecting the Cognitive Triad Mechanism of Depression

Shreekant Jere — 2022-11-28

Journal of Computer Science, Published online: 28 November 2022; doi:10.3844/jcssp.2022.1144.1158

The cognitive triad mechanism of Beck’s cognitive theory is critical for early diagnosis and prognosis of depression. According to the cognitive triad mechanism, negative views about the self, the f...

Analysis of the Prospects for Developing Storage and Processing Complexes for Multiformat Media Data

Vladimir Zhanovich Kuklin — 2022-12-06

Journal of Computer Science, Published online: 6 December 2022; doi:10.3844/jcssp.2022.1159.1169

A distinctive feature of multifunctional systems for supporting multimedia services on a single platform is the heterogeneity of incoming streams and requests, which requires optimization of resource ...

Emotion Recognition from Microblog Managing Emoticon with Text and Classifying using 1D CNN

Md. Ahsan Habib — 2022-12-07

Journal of Computer Science, Published online: 7 December 2022; doi:10.3844/jcssp.2022.1170.1178

Microblog, an online-based broadcast medium, is a widely used forum for people to share their thoughts and opinions. Recently, Emotion Recognition (ER) from microblogs is an inspiring research topic i...

Complex SQL-NoSQL Query Translation for Data Lake Management

Nurhadi — 2022-12-19

Journal of Computer Science, Published online: 19 December 2022; doi:10.3844/jcssp.2022.1179.1188

A data lake refers to an extremely large data resource or repository. Data lakes store large amounts of data and use advanced analytics to pair data from multiple sources with different types of struc...

High Accurate Multicriteria Cluster-Based Collaborative Filtering Recommender System

Zhila Yaseen Taha — 2022-12-10

Journal of Computer Science, Published online: 10 December 2022; doi:10.3844/jcssp.2022.1189.1200

A Recommender System (RS) is one of the appropriate answers by researchers for alleviating the problem of customers' overload with information from an internet source. In RS, users' evaluation of the ...

Experimental Evaluation of Coffee Leaf Disease Classification and Recognition Based on Machine Learning and Deep Learning Algorithms

Kacoutchy Jean Ayikpa — 2022-12-10

Journal of Computer Science, Published online: 10 December 2022; doi:10.3844/jcssp.2022.1201.1212

Coffee plant diseases constitute a significant danger to world coffee production, and the greatest challenge is to detect these diseases as early as possible to save the crop. Traditional methods are ...

Breast Cancer Grading using Machine Learning Approach Algorithms

Hiba Nabeel Zalloum — 2022-12-22

Journal of Computer Science, Published online: 22 December 2022; doi:10.3844/jcssp.2022.1213.1218

Recently, Breast Cancer (BC) becomes a more common cancer disease in women and it considers the most important sign which leads to death among women. Therefore, it requires efficient methods for detec...

A Systematic Review Regarding the Prediction of Academic Performance

Percy De-La-Cruz — 2022-12-23

Journal of Computer Science, Published online: 23 December 2022; doi:10.3844/jcssp.2022.1219.1231

The prediction of students' academic performance is an area of great concern for universities and educational institutions since academic performance is one of the most important aspects of the learni...

An Empirical Criterion for Transitive Closure

Marius Orlowski — 2022-12-23

Journal of Computer Science, Published online: 23 December 2022; doi:10.3844/jcssp.2022.1232.1236

The paper establishes a simple and computationally economical criterion for determining whether a given adjacency matrix represents a transitive closure or not. The criterion is based on a new iterati...