Informatics Journals | Jurnal Online Page 26

Abstract. Fruit is an important part of the source of food nutrition in humans. Fruit freshness is one of the most important factors i...

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This paper presents an Android-based system for detecting fruit freshness, specifically for apples, bananas, and oranges, utilizing the MobileNetV2 ar...

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Grace Yudha Satriawan, Budi Prasetiyo

Hyperparameter Tuning of Long Short-Term Memory Model for Clickbait Classification in News Headlines

Informatics

Abstract. The information available on the internet nowadays is diverse and moves very quickly. Information is becoming easier to obta...

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The submitted manuscript, "Hyperparameter Tuning of Long Short-Term Memory Model for Clickbait Classification in News Headlines," addresses a highly p...

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Meidika Bagus Saputro, Alamsyah Alamsyah

Comparison of Naive Bayes Classifier and K-Nearest Neighbor Algorithms with Information Gain and Adaptive Boosting for Sentiment Analysis of Spotify App Reviews

Informatics

Abstract. At this time, the development of technology are increase rapidly. One of the issue that appear with advance technology is da...

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This paper presents a comparative study of Naive Bayes Classifier and K-Nearest Neighbor algorithms for sentiment analysis of Spotify app reviews, enh...

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Nuril Asyrofiyyah, Endang Sugiharti

Hyperparameter Optimization Using Hyperband in Convolutional Neural Network for Image Classification of Indonesian Snacks

Informatics

Abstract. Indonesia is known for its traditional food both domestically and abroad. Several cakes are included in favorite traditional...

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This paper presents a study on the image classification of Indonesian snacks using Convolutional Neural Networks (CNNs), with a particular emphasis on...

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Risma Moulidya Syafei, Devi Ajeng Efrilianda

Machine Learning Model Using Extreme Gradient Boosting (XGBoost) Feature Importance and Light Gradient Boosting Machine (LightGBM) to Improve Accurate Prediction of Bankruptcy

Informatics

Abstract. Humans have limitations in processing and analyzing large amounts of data in a short time, including in terms of analyzing b...

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The paper presents a timely and relevant study addressing the critical need for efficient and accurate bankruptcy prediction, a task often challenging...

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Renita Arianti Hapsari, Aji Purwinarko

Implementation of Convolutional Neural Network Algorithm Using Vgg-16 Architecture for Image Classification in Facial Images

Informatics

Abstract: Face Recognition has now become a technology capable of recognizing facial patterns, facial image recognition is also used i...

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This paper presents an investigation into the implementation of a Convolutional Neural Network (CNN) algorithm using the VGG-16 architecture for image...

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Salsabila Rahadatul Aisy, Budi Prasetiyo

Sentiment Analysist of the TPKS Law on Twitter Using InSet Lexicon with Multinomial Naïve Bayes and Support Vector Machine Based on Soft Voting

Informatics

Abstract. The Indonesian Sexual Violence Law (TPKS Law) is a law that regulates forms of sexual violence. The TPKS Law reaped pros and...

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This paper presents a sentiment analysis of the Indonesian Sexual Violence Law (TPKS Law) using Twitter data, a highly relevant and socially impactful...

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Resta Adityatama, Anggyi Trisnawan Putra

Image classification of Human Face Shapes Using Convolutional Neural Network Xception Architecture with Transfer Learning

Informatics

Abstract. The development of information technology in facial recognition is influenced by a faster and more accurate authentication s...

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The manuscript, "Image classification of Human Face Shapes Using Convolutional Neural Network Xception Architecture with Transfer Learning," addresses...

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Intan Karunia Septiani Septiani, Wika Dianita Utami, Nurissaidah Ulinnuha, Dino Ramadhan

Classification of Wood Types Based on Wood Fiber Texture Using GLCM - ANN

Informatics

In Indonesia, various types of wood grow and develop with various characteristics and benefits. Each type of wood has differences in texture and fiber...

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This paper addresses the pertinent challenge of classifying different wood types based on their fiber texture, a task crucial for various applications...

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The paper "L’informazione nelle investigazioni data driven" addresses a highly pertinent and complex intersection of technology, law, and societal rig...