Volume 18, Issue 5 (2022) | Journal of Computer Science

Primary Color Based Numerous Image Creation in Visual Cryptography with the Help of Grasshopper Algorithm, Artificial Neural Network and Elliptic Curve Cryptography

Surajit Goon — 2022-05-19

Journal of Computer Science, Published online: 19 May 2022; doi:10.3844/jcssp.2022.322.338

The two primary restrictions of visual cryptography methods, contract, and security are well-known. Visual cryptography is considered secure if no share reveals information about the secure picture an...

Analyzing Effect on Residual Learning by Gradual Narrowing Fully-Connected Layer Width and Implementing Inception Block in Convolution Layer

Saurabh Sharma — 2022-05-24

Journal of Computer Science, Published online: 24 May 2022; doi:10.3844/jcssp.2022.339.349

Research conducted on the advancement of CNN architecture for computer vision problems focuses on strategically choosing and modifying convolution hyperparameters (kernel, pooling, etc.). However, the...

Iraqi Stock Market Prediction using Proposed Model of Convolution Neural Network

Sama Hayder Abdulhussein — 2022-05-23

Journal of Computer Science, Published online: 23 May 2022; doi:10.3844/jcssp.2022.350.358

The stock market, sometimes known as the share market, is a marketplace for stock sellers and buyers. A stock exchange is defined as a mechanism through which stockbrokers can purchase and sell shares...

Environmental Monitoring for Cultivated Lands: Designing and Implementing IoT based Complete Prototype Model

Anar A. Hady — 2022-05-25

Journal of Computer Science, Published online: 25 May 2022; doi:10.3844/jcssp.2022.359.373

Precision Agriculture is recently being introduced to production as the technique of using the precise amounts of agricultural essentials like water, fertilizers, and pesticides whenever needed withou...

Adafruit IO Based Smart Irrigation System using MQTT Protocol for Urban Farming

Devesh Mishra — 2022-05-23

Journal of Computer Science, Published online: 23 May 2022; doi:10.3844/jcssp.2022.374.381

Freshwater is needed for irrigation and nutrient supply to plants to make up for the lack of rainfall. Agricultural activities consume more than 70% of the available freshwater. This emphasizes the im...

A Novel Approach for Discovering the Patterns by using PDBD Model in Big Data

Kamatchi Sundravadivelu — 2022-05-21

Journal of Computer Science, Published online: 21 May 2022; doi:10.3844/jcssp.2022.382.395

Big data is a term that refers to information collected from a wide range of sources, including transaction processing systems, sensors, digital photographs, internet click stream logs, movies, and so...

Integrating Data Mining Methods Across all Domains of a Smart City

Rushit Dave — 2022-05-30

Journal of Computer Science, Published online: 30 May 2022; doi:10.3844/jcssp.2022.396.414

As modern cities continue to develop, smart devices are being used to improve citizens’ lives. As these devices become more sophisticated, the amount of information that they collect increases. A Sm...

Improved Classification Model using CNN for Detection of Alzheimer’s Disease

Ragavamsi Davuluri — 2022-05-30

Journal of Computer Science, Published online: 30 May 2022; doi:10.3844/jcssp.2022.415.425

Alzheimer’s Disease (AD) is commonly called a neurodegenerative disorder and it is a common form of dementia. There is no permanent cure for this brain disease hence the early diagnosis of such dise...

Decentralized Lean Business Model Canvas for Blockchain-Based Enterprises

Eashwar Sivakumar — 2022-06-05

Journal of Computer Science, Published online: 5 June 2022; doi:10.3844/jcssp.2022.426.440

Ageneric decentralized lean business model canvas was developed using theprinciples of business process management and lean six sigma forblockchain-based systems presented in this study. Based on the ...

A Novel Anomaly Detection Approach for Nifty Stocks using Machine Learning for Construction of Efficient Portfolio to Reduce Losses and Protect Gains

Virrat Devaser — 2022-06-06

Journal of Computer Science, Published online: 6 June 2022; doi:10.3844/jcssp.2022.441.452

Machine Learning is the most essential and widely utilized methodological approach these days for performing, organizing, and analyzing data using a variety of approaches to produce correct and effici...