Search Results - "Fitrianah, Devi"

THE IDENTIFICATION OF DETERMINANT PARAMETER IN FOREST FIRE BASED ON FEATURE SELECTION ALGORITHMS by Fitrianah, Devi, Fahmi, Hisyam

“…This research conducts studies of the use of the Sequential Forward Floating Selection (SFFS) Algorithm and Sequential Backward Floating Selection (SBFS)…”
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Penerapan Metode Machine Learning untuk Prediksi Nasabah Potensial menggunakan Algoritma Klasifikasi Naïve Bayes by Fitrianah, Devi, Dwiasnati, Saruni, H, Hanny Hikmayanti, Baihaqi, Kiki Ahmad

“…Customers are people who trust the management of their money in a bank or other financial service party to be used in banking business operations, thereby…”
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A Spatio-Temporal Data-Mining Approach for Identification of Potential Fishing Zones Based on Oceanographic Characteristics in the Eastern Indian Ocean by Fitrianah, Devi, Hidayanto, Achmad Nizar, Gaol, Jonson Lumban, Fahmi, Hisyam, Arymurthy, Aniati Murni

“…The traditional approach for determining potential fishing zones (PFZs) relies on oceanographic factors (biological, physical, and chemical) and fishermen's…”
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A Logistic Regression Model using Pearson Correlation for Breast Cancer Classification by Anggreainy, Maria Susan, Fitrianah, Devi

“…We conducted research to diagnose breast cancer by classifying malignant and benign tumors. Several machine learning algorithms are used for classification,…”
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Analisis Rekomendasi Calon Debitur Motor pada PT.XYZ menggunakan Algortima C 4.5 by Nurellisa, Lilis, Fitrianah, Devi

“…PT.XYZ merupakan perusahaan jasa pembiayaan atau leasing dengan berkonsentrasi kepada pembiayaan sepeda motor. Dalam bisnisnya PT.XYZ sering sekali dihadapkan…”
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Studi Komparasi Algoritma Klasifikasi C5.0, SVM dan Naive Bayes dengan Studi Kasus Prediksi Banjir by Fitrianah, Devi, Gunawan, Wawan, Sari, Anggi Puspita

“…Indonesia merupakan negara troips yang memiliki jumlah penduduk yang banyak sehingga mengakibatkan banyak sekali bencana alam yang harus diterima oleh…”
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Android application for extractive text summarization by Hardiyanto, Ayi, Fitrianah, Devi

“…Purpose The purpose of this study is to provide an automatic text summarization experience using the extractive method within an application implemented on…”
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Application for online conferences and meetings by Rifai, Mochammad, Fitrianah, Devi

“…Purpose This study aims to support an institution to hold an online meeting or conference in the middle of social distancing, which is currently in effect…”
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A Study on Enhanced Spatial Clustering Using Ensemble DBscan and UMAP to Map Fire Zone in Greater Jakarta, Indonesia by Hasana, Silviya, Fitrianah, Devi

“…This research investigated ensemble clustering algorithms and dimensionality reduction for fire zone mapping, specifically DBSCAN + UMAP. We evaluated six…”
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AUDIT SISTEM INFORMASI/TEKNOLOGI INFORMASI DENGAN KERANGKA KERJA COBIT UNTUK EVALUASI MANAJEMEN TEKNOLOGI INFORMASI DI UNIVERSITAS XYZ by Fitrianah, Devi, Sucahyo, Yudho Giri

“…Pemanfaatan Teknologi Informasi sebagai pendukung pencapaian tujuan dan sasaran organisasi harus diimbangi dengan keefektifan dan efisiensi pengelolaannya…”
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Logistic Regression and Random Forest Comparison in Predicting Students' Qualification Based on Students' Half-Semester Performance by Nugroho, Douglas Rakasiwi, Idris, Nurfiah, Kurniawan, Kevin, Fitrianah, Devi, Irwansyah, Edy, Kusuma, Gede Putra

“…The main aim of this paper is to utilize machine learning algorithms for predicting and identifying students who are more likely to fail in university…”
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COMPARATIVE STUDY OF FUZZY C-MEANS AND K-MEANS ALGORITHM FOR GROUPING CUSTOMER POTENTIAL IN BRAND LIMBACK by Aditya, Difa Lazuardi, Fitrianah, Devi

“…The customer is a stakeholder for a business, to maintain and increase customer enthusiasm and develop it for the company's performance, it is necessary to do…”
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Exploring Spatial and Temporal based Clustering Algorithm for Forest Fire Event Identification by Syahputra, Muhammad Edo, Jailani, Rozita, Kemala, Ade Putera, Fitrianah, Devi

“…This research delves into the dynamic relationship between dataset size, hyperparameters, and clustering algorithms' performance. The study encompasses a…”
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Improving Universal Rendering Performance on NuxtJS-based Web Application by Angkasa, Harta, Farell, Darren, Wijaya, Erik Hendrawan Putra, Achmad, Said, Fitrianah, Devi

“…Universal rendering is a way to render a website by combining server and client-side rendering. Universal rendering promises to boost the performance and SEO…”
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Big Data for Financial Analysis: Inflation Rate Forecasting using Random Forest by Limawan, Christopher, Wahyuditomo, Kukuh Wicaksono, Karina, Angela, Fitrianah, Devi, Irwansyah, Edy, Kusuma, Gede Putra

“…Approaching the end year of 2022, the increasing inflation rate causes the world to be in turmoil. Abnormal goods and services pricing affects consumer buying…”
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Penerapan Fuzzy Sugeno Orde Satu dalam Prediksi Pembelian by Fitrianah, Devi, Gunawan, Wawan, Sari, Anggi Puspita

“…Given the rapid advancement of information technology has a great influence in the fields of industry and services. This brings changes in competition between…”
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Improved partitioning technique for density cube-based spatio-temporal clustering method by Fitrianah, Devi, Fahmi, Hisyam, Hidayanto, Achmad Nizar, Arymurthy, Aniati Murni

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A Study on Enhanced Spatial Clustering Using Ensemble Dbscan and Umap to Map Fire Zone in Greater Jakarta, Indonesia by Hasana, Silviya, Fitrianah, Devi

“…This research investigated ensemble clustering algorithms and dimensionality reduction for fire zone mapping, specifically DBSCAN + UMAP. We evaluated six…”
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Product Label Clustering Based on Search Keywords for Product Name Recommendations in Ecommerce by Bryan, Alexander, Daniel, Anggreainy, Maria Susan, Fitrianah, Devi, Wulandari, Ajeng

“…One of the key challenges in e-commerce is how to provide relevant and personalized product recommendations to users. To achieve this, data analysis and text…”
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IS/IT Framework for Disaster Mitigation on Forest Fires Using TOGAF by Dores, Ardiansyah, Fitrianah, Devi, Meilina, Popy

“…Forest fires are a global issue concern to some countries, the worst is in Indonesia. The forest fire disaster that began in July 2015 is the worst in 10 years…”
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