Volume 18, Issue 11 (2022) | Journal of Computer Science

Cardiovascular Disease Prediction through Ensembled Transfer Learning on Cardiac Magnetic Resonance Imaging

Sibu Cyriac — 2022-11-02

Journal of Computer Science, Published online: 2 November 2022; doi:10.3844/jcssp.2022.1005.1020

Cardiovascular Diseases (CVD) cause more deaths worldwide than most of the other diseases. The diagnosis of cardiovascular disease from Magnetic Resonance Imaging plays a major role in the medical fie...

Quantization and Pipelined Hardware Implementation of Deep Neural Network Models

El Hadrami Cheikh Tourad — 2022-10-26

Journal of Computer Science, Published online: 26 October 2022; doi:10.3844/jcssp.2022.1021.1029

Inrecent years, Deep Neural Networks (DNNs) have garnered much interest due toadvances in computational power and data availability. Indeed, DNNs presents a considerable advantage in several challenge...

Comparative Study of Visual Odometry Performance Based on Road Classifications

Dayang Nur Salmi Dharmiza — 2022-10-26

Journal of Computer Science, Published online: 26 October 2022; doi:10.3844/jcssp.2022.1030.1037

Accuracyand robustness are among the main concerns in vehicle positioning systems andautonomous applications. These concerns are crucial in GNSS-deniedenvironments; thus, we need an alternative techno...

A Printed Arabic Optical Character Recognition System using Deep Learning

Salah Alghyaline — 2022-11-02

Journal of Computer Science, Published online: 2 November 2022; doi:10.3844/jcssp.2022.1038.1050

RecognizingArabic script is challenging for many reasons: The Arabic language is cursiveand morphologically rich. There is a high similarity between Arabic letters.Moreover, Arabic has many diacritics...

Image Super-Resolution using Auto-Encoders with Parallel Skip-Connections

Lisha Pulickal Purushothaman — 2022-11-11

Journal of Computer Science, Published online: 11 November 2022; doi:10.3844/jcssp.2022.1051.1061

Super-resolutionimages are highly desired when employed for numerous analytical purposes andobviously because of their superior attractive visual effect. To create aHigh-Resolution (HR) image from one...

Data Clustering using Two-Stage Eagle Strategy Based on Slime Mould Algorithm

Rachid Oucheikh — 2022-11-07

Journal of Computer Science, Published online: 7 November 2022; doi:10.3844/jcssp.2022.1062.1084

Dataclustering is considered an important component of data mining which aims tosplit a given dataset into disjoint groups having the same similarities. Thedeveloped techniques for clustering have som...

A Fuzzy Logic-Based Smart Traffic Management Systems

Adel Abdallah Abdou — 2022-11-24

Journal of Computer Science, Published online: 24 November 2022; doi:10.3844/jcssp.2022.1085.1099

Traffic congestion is a serious problem in many developing countrieslike Egypt. In the presence of thetraditional traffic light system, it creates health risks, wastes time andfuel, and pollutes the a...

Artificial Intelligence Operating Model: A Proposal Framework for AI Operationalization and Deployment

Mustapha Lahlali — 2022-11-16

Journal of Computer Science, Published online: 16 November 2022; doi:10.3844/jcssp.2022.1100.1109

At the heart of the newenterprise, across all activities, is a decision factory governed by some kindof intelligence. Among the great promises of Artificial Intelligence (AI) isits ability to lead to ...

Bin Bay: An Optimized Smart Waste Disposal System for a Sustainable Urban Life using LSTM and Fog Computing

Shiny Duela — 2022-11-16

Journal of Computer Science, Published online: 16 November 2022; doi:10.3844/jcssp.2022.1110.1120

To create green and smart cities, a smart and planned WasteManagement System (WMS) is a vital requirement. With the increase in the urbanpopulation and service delivery difficulties, smart cities are ...