Browse Items (26 total)
- Collection: VOL 7 NO 3 (2023)
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Comparative Analysis of Various Ensemble Algorithms for Computer Malware Prediction
By 2022 it is estimated that 29 billion devices have been connected to the internet so that cybercrime will become a major
threat. One of the most common forms of cybercrime is infection with malicious software (malware) designed to harm end…
threat. One of the most common forms of cybercrime is infection with malicious software (malware) designed to harm end…
Triangular Fuzzy Numbers-based MADM for Selecting Pregnant Mothers at Risk of Stunting
Stunting is caused by a lack of proper nutrition before and after birth. This research paper identifies and measures
the risk of stunting during pregnancy and make recommendations for ranking pregnant women at risk. These aims
to provide…
the risk of stunting during pregnancy and make recommendations for ranking pregnant women at risk. These aims
to provide…
Logistic Regression Using Hyperparameter Optimization on COVID-19 Patients’ Vital Status
This study aims to classify COVID-19 patients based on the results of their hematology tests. Hematology test results have been
shown to be useful in identifying the severity and risk of COVID-19 patients. Specifically, this study focuses on…
shown to be useful in identifying the severity and risk of COVID-19 patients. Specifically, this study focuses on…
Use of Plant Health Level Based on Random Forest Algorithm for Agricultural Drone Target Points
Chemical residues from the use of pesticides in agriculture can impact human health through environmental and food
pollution. To lessen the negative effects of excessive pesticide use, pesticides must be applied to plants by dose. The dose of…
pollution. To lessen the negative effects of excessive pesticide use, pesticides must be applied to plants by dose. The dose of…
Secure Cybersecurity Information Sharing for Sectoral Organizations Using Ethereum Blockchain and IPFS
The COVID-19 pandemic has resulted in increased cross-sector cyber-attacks. Passive and reactive cybersecurity techniques
relying solely on technology are insufficient to combat sophisticated attacks, necessitating proactive and collaborative…
relying solely on technology are insufficient to combat sophisticated attacks, necessitating proactive and collaborative…
Aspect Based Sentiment Analysis Marketplace Product Reviews Using BERT, LSTM, and CNN
Bukalapak is one of the largest marketplaces in Indonesia. Reviews on Bukalapak are only in the form of text, images, videos,
and stars without any special filters. Reading and analyzing manually makes it difficult for potential buyers. To help with…
and stars without any special filters. Reading and analyzing manually makes it difficult for potential buyers. To help with…
Pedestrian Detection System using YOLOv5 for Advanced Driver Assistance System (ADAS)
The technology in transportation is continuously developing due to reaching the self-driving vehicle. The need of detecting the
situation around vehicles is a must to prevent accidents. It is not only limited to the conventional vehicle in which…
situation around vehicles is a must to prevent accidents. It is not only limited to the conventional vehicle in which…
Automatic Requirements Engineering: Activities, Methods, Tools, and Domains – A Systematic Literature Review
Requirements engineering (RE) is an initial activity in the software engineering process that involves many users. The
involvement of various users in the RE process raises ambiguity and vagueness in requirements modeling. In addition,…
involvement of various users in the RE process raises ambiguity and vagueness in requirements modeling. In addition,…
Ontology-based Conversational Recommender System for Recommending Camera
The camera is a product that has developed very quickly in terms of specifications and functions. In addition, the cameras
available on the market are becoming increasingly varied, so customers need more time to find a camera that suits their…
available on the market are becoming increasingly varied, so customers need more time to find a camera that suits their…
Analysis of Supermarket Product Purchase Transactions With the Association Data Mining Method
The development of business world is entering the era of big data. In meeting supermarkets' sales and purchase targets, the
management needs to improve themselves in managing the goods available in the store. The research aims to determine the…
management needs to improve themselves in managing the goods available in the store. The research aims to determine the…