Informatics Journals | Jurnal Online Page 2

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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Tina Salerno

L’informazione nelle investigazioni data driven

Informatics

Questo elaborato esamina il ruolo crescente della sorveglianza pubblica nelle indagini preventive, con un focus sulla cyber-investigation e sulle tecn...

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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...

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Azizah Putri Rizky Wulandari, Diana Hertati

Efektivitas Penerapan Aplikasi Inlislite dalam Menunjang Kegiatan Katalogisasi di Dinas Perpustakaan dan Kearsipan Provinsi Jawa Timur

Informatics

The use of the Inlislite application at the East Java Provincial Library and Archives Service since 2010 has improved efficiency in cataloguing. With...

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This paper, titled "Efektivitas Penerapan Aplikasi Inlislite dalam Menunjang Kegiatan Katalogisasi di Dinas Perpustakaan dan Kearsipan Provinsi Jawa T...

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Dimas Irsyad Maulana, Muhammad Zakky Ihsan Udin , Maulana Albaihaqi Artanto , Muhammad Ilman Salamun, Mirza Syahir Nur Ramadhan

Implementasi Sistem Smarthome Berbasis Ai dan IoT untuk Deteksi Keborosan Listrik Menggunakan K-Means Clustering dan Kontrol Real-Time melalui Aplikasi Android

Informatics

In the modern era, energy management in households has become a significant challenge, especially in reducing electricity wastage. This study proposes...

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This study presents a timely and highly relevant solution for a significant contemporary challenge: household electricity wastage. The authors propose...

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This paper outlines a valuable community service initiative by Universitas Semarang, focusing on enhancing practical IT skills among students at SMK N...