Browse Items (26 total)
- Collection: VOL 7 NO 6 (2023)
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Face Recognition-Based Room Access Security System Prototype using A Deep Learning Algorithm
Currently, security systems use conventional security methods, which provide low levels of security. Therefore, some
organizations now use biometric-based security systems, which include facial recognition-based systems. However, processing…
organizations now use biometric-based security systems, which include facial recognition-based systems. However, processing…
Feature Extraction for Improvement Text Classification of Spam YouTube Video Comment using Deep Learning
The proposed algorithms are Bidirectional Long Short Term Memory (BiLSTM) and Conditional Random Fields (CRF) with
Data Augmentation Technique (DAT). DAT integrates spam YouTube video comments into the traditional TF-IDF algorithm
and generates a…
Data Augmentation Technique (DAT). DAT integrates spam YouTube video comments into the traditional TF-IDF algorithm
and generates a…
Contactless Biometric Based on Palm Vein Recognition Using Wavelet and Local Line Binary Patterns
Palm vein recognition has received much attention due to its advantages compared to other biometrics. Because it is
contactless, this biometric system does not require physical contact between the user and the sensor device, thus providing…
contactless, this biometric system does not require physical contact between the user and the sensor device, thus providing…
The Image Extraction Using the HSV Method to Determine the Maturity Level of Palm Oil Fruit with the k-nearest Neighbor Algorithm
The oil palm is one of the monocot oil-producing plants in Indonesia. Sorting errors in oil palm fruit is caused by a sorter error
when distinguishing the color of ripe and immature oil palm fruit. In addition to inefficient time, the area of oil…
when distinguishing the color of ripe and immature oil palm fruit. In addition to inefficient time, the area of oil…
Analysis And Classification of Customer Churn Using Machine Learning Models
Analysis studies of customer loss (customer churn) have been used for years to increase profitability and build customer
relationships with companies. Customer analysis using exploratory data analysis (EDA) for visualizing data and the use of…
relationships with companies. Customer analysis using exploratory data analysis (EDA) for visualizing data and the use of…
Digital Image Encryption Using Logistic Map
This study focuses on the application of the Logistic Map algorithm in Python programming language for Digital Image
Encryption and Decryption, the differentiating aspect of the present research in contrast to prior studies lies in its elucidation…
Encryption and Decryption, the differentiating aspect of the present research in contrast to prior studies lies in its elucidation…
Optimization of Machine Learning Classification Analysis of Malnutrition Cases in Children
Malnutrition is one of the problems that occurs in children caused by a lack of nutritional intake. Indonesia contributed 36%,
making it the fifth country with the largest cases of malnutrition in the world. Based on this, a solution is needed to…
making it the fifth country with the largest cases of malnutrition in the world. Based on this, a solution is needed to…
Android Application for Tomato Leaf Disease Prediction Based on MobileNet Fine-tuning
Tomato is one of the most well-known and widely cultivated plants in the world. Tomato production result is affected by the
conditions of the plants when they are cultivated. It may decrease due to leaf plant disease caused by climate change,…
conditions of the plants when they are cultivated. It may decrease due to leaf plant disease caused by climate change,…
Abstractive and Extractive Approaches for Summarizing Multi-document Travel Reviews
Travel reviews offer insights into users' experiences at places they have visited, including hotels, restaurants, and tourist
attractions. Reviews are a type of multi-document, where one place has several reviews from different users.…
attractions. Reviews are a type of multi-document, where one place has several reviews from different users.…
Comparison of the Accuracy of Drug User Classification Models Using Machine Learning Methods
Caseand s of drug abuse are on the rise, with many users entering the addiction phase, often resulting in overdose and death.
Drugs are chemical compounds that are capable of affecting biological functions, can induce feelings of happiness and…
Drugs are chemical compounds that are capable of affecting biological functions, can induce feelings of happiness and…