Volume 18, Issue 9 (2022) | Journal of Computer Science

Boosting Arabic Named Entity Recognition with K-Fold Cross Validation on LSTM and Bi-LSTM Models

Hamid Sadeq Mahdi Alsultani — 2022-09-06

Journal of Computer Science, Published online: 6 September 2022; doi:10.3844/jcssp.2022.792.800

Named-Entity-Recognition(NER) is one of the most important Information-Extraction (IE) use cases, whichis used to improve the performance of Natural Languages Processing (NLP) tasks,such as Relation-E...

A Scalable Big Data Framework for Real-Time Traffic Monitoring System

Wilfried Yves Hamilton Adoni — 2022-09-07

Journal of Computer Science, Published online: 7 September 2022; doi:10.3844/jcssp.2022.801.810

Inthis study, a scalable and real-time intelligent transportation system based ona big data framework is presented. The proposed system allows for the use ofexisting data from road sensors to better u...

Third-Party Logistic Selection for Logistic Aggregator Company using Multi-Criteria Decision Making

Muhammad Khakim Hidayad — 2022-09-09

Journal of Computer Science, Published online: 9 September 2022; doi:10.3844/jcssp.2022.811.820

The customer of AggregatorCompany for Logistics (ACL) faces a problem when creating an order in the aggregatorlogistics platform. They have difficulty making an order as there are a lot ofthird-Party ...

A Backward Regressed Capsule Neural Network for Plant Leaf Disease Detection

Jennifer Jepkoech — 2022-09-08

Journal of Computer Science, Published online: 8 September 2022; doi:10.3844/jcssp.2022.821.831

This study investigated the introduction ofbackward regression coupled with DenseNet features in a Capsule Neural Network(CapsNet) for plant leaf disease classification. Plant diseases are consideredo...

Psychological Behavior Prediction through Sentiment Analysis Technics: Transformers and ML Approach

Maryame Naji — 2022-09-14

Journal of Computer Science, Published online: 14 September 2022; doi:10.3844/jcssp.2022.832.840

In the era of the COVID-19 epidemic, governmentshave imposed nationwide lockdowns, which make a huge change to people's dailyroutines. This last impacts indirectly the well-being of people's mentalhea...

Determination of Optimum Alloy Sample Size for Ball Mill Abrasion Test Through Automated t-Student Distribution Analysis

Carlos Daniel Garcia Mendoza — 2022-09-14

Journal of Computer Science, Published online: 14 September 2022; doi:10.3844/jcssp.2022.841.851

Inmaterial wear experiments, such as the Ball Mill Abrasion Test (BMAT), it iscrucial to know the number of specimens to be used in each experiment toproduce accurate and reliable results. In BMAT, ho...

Design and Analysis of SRAM Cell for Smart Application

Pushkar Praveen — 2022-09-17

Journal of Computer Science, Published online: 17 September 2022; doi:10.3844/jcssp.2022.852.859

In today's circuittechnology, power consumption and savings are key concerns. The driving reasonsbehind these innovations are portable devices that require high throughput andlow power dissipation, su...

Framework for Containers Orchestration to handle the Scientific Workloads using Kubernetes

Manish Kumar Abhishek — 2022-09-19

Journal of Computer Science, Published online: 19 September 2022; doi:10.3844/jcssp.2022.860.867

Thelightweight nature of Operating System virtualization give birth to thecontainers, and their high efficiency for application deployment prefers itsusage in Cloud computing. Containers encapsulate a...

An Ensemble of Gaussian Mixture Model and Support Vector Machines for Network Intrusion Detection

Olujimi Daniel Alao — 2022-09-21

Journal of Computer Science, Published online: 21 September 2022; doi:10.3844/jcssp.2022.868.876

NetworkIntrusion Detection Systems (NIDS) can protect computer networks and computersystems by detecting abnormal network packets and taking agreed action plans,such as notifying an administrator or r...

Smart Certificate using Blockchain

Krishna Bihari Dubey — 2022-09-26

Journal of Computer Science, Published online: 26 September 2022; doi:10.3844/jcssp.2022.877.884

Thestudent academic records maintained by the university system manually arevulnerable to easily being modified or tampered with. These academic records ofstudents are proof of the student's performan...