Search Results - "Ilkom Jurnal Ilmiah"

Prediction and Analysis of Rice Production and Yields Using Ensemble Learning Techniques by Sulistya, Yudha Islami, Musdholifah, Aina, Sapuletea, Chrissandy, Br Bangun, Elsi Titasari, Hamda, Hizbullah, Anjani, Sarah, Septiadi, Abednego Dwi

“…This research focuses on predicting and analyzing rice production and yield throughout the world using ensemble learning techniques. The study applies and…”
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Driver Facial Detection Across Diverse Road Conditions by Shofiah, Siti, Sediyono, Eko, Hasibuan, Zainal Arifin, Kristianto, Budhi, Setiawan, Santo, Pratindy, Raka, Hakim, M. Iman Nur, Humami, Faris

“…This study emphasizes the importance of facial detection for improving road safety through driver behavior analysis. Its employs quantitative methodology to…”
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Smart Egg Incubator Based on IoT and AI Technology for Modern Poultry Farming by Wahyuni, Refni, Irawan, Yuda, Febriani, Anita, Nurhadi, Nurhadi, Tri Saputra, Haris, Andrianto, Richi

“…The productivity of egg hatching in the poultry industry is often hindered by conventional methods, resulting in low hatch rates and slow production. This…”
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Telegram bot-based Flood Early Warning System with WSN Integration by Wahid, Abdul, Parenreng, Jumadi Mabe, Kusnandar, Welly Chandra Kusumah, Adi, Puput Dani Prasetyo, Mahabror, Dendy, Sariningrum, Ros

“…Indonesia experiences frequent flooding, with data from the National Disaster Management Agency (BNPB) revealing that floods account for 41% of all natural…”
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Ensemble Techniques Based Risk Classification for Maternal Health During Pregnancy by Mustamin, Nurul Fathanah, Buang, Ariyani, Aziz, Firman, Nur, Nur Hamdani

“…This research focuses on the critical aspect of maternal health during pregnancy, emphasizing the need for early detection and intervention to address…”
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Optimizing Windowing Techniques to Improve the Accuracy of Artificial Neural Networks in Predicting Outpatient Visits by Nurcakhyadi, Fredianto, Hermawan, Arief

“…Hospitals are healthcare institutions that play an important role in providing health services to the community. To optimize the service, hospitals need to…”
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Improving Source Code Quality by Minimizing Refactoring Effort by Oumarou, Hayatou, Tizi, Kabirrou Hamadou

“…Software maintenance is a time-consuming and costly endeavor. As a part of maintenance, refactoring is aimed at enhancing quality. Due to project deadlines and…”
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Enhancing Accuracy by Using Boosting and Stacking Techniques on the Random Forest Algorithm on Data from Social Media X by Putra, Teri Ade, Ariandi, Vicky, Defit, Sarjon

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Enhancing RESTful API Authentication with Cryptography in Student Information Systems by Sucipto, Sucipto, Muzaki, Muhammad Najibulloh, Karaman, Jamilah, Zakur, Yahya

“…Data integration in this era is necessary for building a valid information system. Data in an information system must have a concept that interacts with other…”
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Vulnerability Assessment and Penetration Testing on Student Service Center System by Isnaini, Khairunnisak, Asyari, Muhammad Hasyim, Amrillah, Sigit Fathu, Suhartono, Didit

“…The number of system breaches has recently increased across various sectors, including the education sector. These breaches are carried out through various…”
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Minimizing THD Using Integrated Multilevel Maximum Power Tracking Inverters by Syarifuddin, Andi, Pakka, Hariani Ma’tang, Eren, Halit, AlGhamdi, Ahmed Saeed, Baso, Nur Fadliah

“…This work proposes a new Modified Multilevel Inverter (MMLI) and provides a comprehensive comparison with Conventional Cascaded H-bridge Inverters. The MMLI…”
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Evaluation of Machine Learning Models for Predicting Cardiovascular Disease Based on Framingham Heart Study Data by Suhatril, Ruddy J, Syah, Rama Dian, Hermita, Matrissya, Gunawan, Bhakti, Silfianti, Widya

“…The Framingham Heart Study Community is a research community that produces data related to Cardiovascular Disease (CVD). This research applies technology to…”
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Fall Rate Detection, Identification and Analysis Object Oriented for Elderly Safety by Sudirman, Sudirman, Suyuti, Ansar, Zainuddin, Zahir, Fauzan, Arief

“…The aged population in Indonesia in 2021 is 30. Sixteen million people. The aged populace elderly 60 years and over reached 11.01% of the complete populace of…”
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Multiclass Classification on Nominal Value of Rupiah Banknotes Based on Image Processing by Azis, Huzain, Purnawansyah, Purnawansyah, Alfiyyah, Nurul

“…This study aimed to classify the nominal value of Rupiah banknotes using image processing and classification methods. The research design was conducted by…”
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Machine Learning and Internet of Things (IoT): A Bibliometric Analysis of Publications Between 2012 and 2022 by Gani, Hamdan, Damayanti, Annisa Dwi, Nurani, Nurani, Zuhriyah, Sitti, Jabir, St. Nurhayati, Gani, Helmy, Zhipeng, Feng, Rejeki, Aisyah Sri

“…The implementation between machine learning and the Internet of Things (IoT) has been scientifically investigated in many studies. However, not many…”
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Deep Learning Based Technical Classification of Badminton Pose with Convolutional Neural Networks by Tukino, Tukino, Pratiwi, Mutiana, Defit, Sarjon

“…This research aims to identify and categorize badminton strategies using a Convolutional Neural Network (CNN) model combined with BlazePose architecture and…”
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Optimizing a Fire and Smoke Detection System Model with Hyperparameter Tuning and Callback on Forest Fire Images Using ConvNet Algorithm by Suryani, Suryani, Syahlan Natsir, Muhammad

“…Forest fire is a significant issue, especially for tropical countries like Indonesia. One of the impacts of forest fires is environmental pollution and damage,…”
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DIET Classifier Model Analysis for Words Prediction in Academic Chatbot by Astuti, Wistiani, Wibawa, Aji Prasetya, Haviluddin, Haviluddin, Darwis, Herdianti

“…One prevalent conversational system within the realm of natural language processing (NLP) is chatbots, designed to facilitate interactions between humans and…”
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Classification of Correlation Patterns Based on electrocardiogram Data of Heart Defects Using the Pearson Correlation Coefficient Method by Sumiati, Sumiati, Fernando, Donny, Hasoloan, Hamonangan Iman, Purnamasari, Marlia

“…This study was conducted to map the relationship between a symptom and the type of heart disease, based on the results of the electrocardiogram medical record…”
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Quantifying of runC, Kata and gVisor in Kubernates by Purwoko, Rahmat, Priambodo, Dimas Febriyan, Prasetyo, Arbain Nur

“…The advent of container technology has emerged as a pivotal solution for application developers, addressing concerns regarding the seamless execution of…”
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