Search Results - "Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) (Online)"

Making AI Work for Government: Critical Success Factor Analysis Using R-SWARA by Brillianto, Bramanti, Ruldeviyani, Yova, Sidiq, Darmawan

“…This study quantifies what makes Artificial Intelligence (AI) work for government, the critical success factors (CSFs) for successful AI implementation within…”
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Forecasting the Stock Price of PT Astra International Using the LSTM Method by Nugraha, Edwin Setiawan, Alika, Zalfani, Amir Hamzah, Dadang

“…Stocks are one of the long-term investment options and represent ownership in a company that can be acquired through buying and selling. Investment carries…”
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GLCM-Based Feature Extraction for Alpha Matting on Natural Images by Ruri Suko Basuki, Jehad A.H Hammad

“…The main objective of this research is to determine the optimal threshold value in the unknown region in the alpha-matting operation of natural images…”
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Integration of YOLOv5 Algorithm and OpenCV in Innovative Smart Parking Management Approach by Hidayah, Akmal Hidayah, Sitti Zuhriyah, Billy Eden William Asrul, Yuyun, Yuyun, Esa Prakasa

“…The problem of automatic parking lot identification and vehicle detection in open areas is becoming increasingly important due to the increase in the number of…”
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Recommendation for Scrum-Based Software Development Process with Scrum at Scale: A Case Study of Software House XYZ by Ahmad Jalaluddin, Eko K. Budiardjo, Kodrat Mahatma

“…Software House XYZ employs Scrum as one of its software development processes. However, the company faces several challenges in the implementation of Scrum,…”
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Remote Sensing Scene Classification using ConvNeXt-Tiny Model with Attention Mechanism and Label Smoothing by Rachmawan Atmaji Perdana, Aniati Murni Arimurthy, Risnandar

“…Remote Sensing Scene Classification (RSSC) is the discrete categorization of remote sensing images into various classes of scene categories based on their…”
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Comparative Analysis of Recurrent Neural Network Models Performance in Predicting Bitcoin Prices by Ramadhan, Zidane Ikkoy, Widiputra, Harya

“…The recurring neural network is a deep learning algorithm that is commonly used to develop prediction systems. There are many variants of RNN such as RNN…”
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Implementing Continuous Integration and Deployment Strategy: Cloversy.id RESTful API Development by Eric Prima Wijaya, Sandy Kosasi, David

“…The software development cycle involves testing and deployment stages that can be laborious and time consuming, especially in collaborative projects that…”
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Convolutional Neural Network and LSTM for Seat Belt Detection in Vehicles using YOLO3 by Udayanti, Erika, Etika Kartikadarma, Fahri Firdausillah

“…The application of an electronic violation detection system has begun to be implemented in many countries using CCTV cameras installed at highway and toll road…”
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Comparison of Matrix Decomposition in Null Space-Based LDA Method by Usman, Carissa Devina, Farikhin, Titi Udjiani

“…Problems with small sample sizes and high dimensionality are common in pattern recognition. Almost all machine learning algorithms degrade in high-dimensional…”
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Improving Performance of KNN and C4.5 using Particle Swarm Optimization in Classification of Heart Diseases by Jusia, Pareza Alam, Rahim, Abdul, Yani, Herti, Jasmir, Jasmir

“…Heart disease is a major problem that must be overcome for human life. In recent years, the volume of medical data related to heart disease has increased…”
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Comparative Analysis of Hybrid Model Performance Using Stacking and Blending Techniques for Student Drop Out Prediction In MOOC by Muhammad Ricky Perdana Putra, Ema Utami

“…Despite being in high demand as a lifelong learner and academic material supplement, the implementation of Massive Open Online Courses (MOOC) has problems, one…”
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A Middleware Applications Design for Health Information Sharing by Seputra, Ketut Agus, Paramartha, A.A. Gede Yudhi, Pradnyana, Gede Aditra, Aryanto, Kadek Yota Ernanda

“…The interoperability between electronic health records (EHR) and electronic medical records (EMR) from various healthcare facilities for comprehensive patient…”
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Metaheuristics Approach for Hyperparameter Tuning of Convolutional Neural Network by Purnomo, Hindriyanto, Tad Gonsalves, Evangs Mailoa, Santoso, Fian Julio, Pribadi, Muhammad Rizky

“…Deep learning is an artificial intelligence technique that has been used for various tasks. Deep learning performance is determined by its hyperparameter,…”
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Enhancing Weighted Averaging for CNN Model Ensemble in Plant Diseases Image Classification by Octavian, Octavian, Badruzzaman, Ahmad, Muhammand Yusuf Ridho, Trisedya, Bayu Distiawan

“…Deep learning, especially convolutional neural networks (CNN), has gained traction in the field of image classification. In the specific case of plant disease…”
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Evaluating the Bibit App: The HEART Framework Approach in UX Design by Setya Perdana, Dandi, Lintang Yuniar Banowosari

“…With the rise of investment applications like Bibit in Indonesia, evaluating user experience is crucial to improve user engagement and satisfaction. This study…”
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RAFT: An IoT-Based Nutrition Monitoring System for Bok Choy Hydroponics Plants by Himawan, Aldi, Putra, Widhy Hayuhardhika Nugraha, Setiawan, Eko

“…The Internet of Things (IoT) plays a crucial role in technology advancements, especially in the agricultural sector, such as hydroponics. Manual monitoring of…”
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Design and Implementation of the Shortest Path Navigation in Samosir District using Branch and Bound Algorithm by Chandra, Rudy, Arifin Prasetyo, Tegar

“…Samosir has a wide area and several tourist attractions, making it difficult for visitors to explore the island. Not knowing the route can make the journey…”
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Mapping Residential Land Suitability Using a WEB-GIS-Based Multi-Criteria Spatial Analysis Approach: Integration of AHP and WPM Methods by Anik Vega Vitianingsih, Ullum, Choirul, Maukar, Anastasia Lidya, Yasin, Verdi, Wati, Seftin Fitri Ana

“…Along with the rise in population and the acceleration of economic expansion, there has been a concomitant rise in the urgent requirement for additional…”
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Comparison of Genetic Algorithm and Recursive Feature Elimination on High Dimensional Data by Pristyanto, Yoga, Wirantanu, Dipa

“…The use of big data in companies is currently used in file processing. With large capacity files, it can affect the performance in terms of time in the…”
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