Search Results - "2022 International Conference on Data Science and Its Applications (ICoDSA)"

Named Entity Recognition for Drone Forensic Using BERT and DistilBERT by Silalahi, Swardiantara, Ahmad, Tohari, Studiawan, Hudan

“…The increase in UAV usage and popularity in many fields opens new opportunities and challenges. Many business sectors are benefiting from the UAV device…”
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Air Temperature Forecasting with Long Short-Term Memory and Prophet: A Case Study of Jakarta, Indonesia by Haris, Mohammad Daffa, Adytia, Didit, Ramadhan, Annas Wahyu

“…The high number of industrial and residential areas has reduced green space in Jakarta. This condition increases air temperature, contributing to climate…”
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Caries Level Classification using K-Nearest Neighbor, Support Vector Machine, and Decision Tree using Zernike Moment Invariant Features by Jusman, Yessi, Fawwaz Nurkholid, Muhammad Ahdan, Fajrul Faiz, Muhammad, Puspita, Sartika, Evellyne, Lady Olivia, Muhammad, Kahfi

“…Dental caries is the most common disease and is reported as one of the oldest diseases. To avoid the occurrence of dental caries, there are four ways;…”
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Measuring Student's Satisfaction and Loyalty on Microsoft Power BI Using System Usability Scale and Net Promoter Score for the Case of Students at Bina Nusantara University by Yanfi, Ramadhan, Arief, Trisetyarso, Agung, Zarlis, Muhammad, Abdurachman, Edi

“…Microsoft Power BI is one of the visual analytics platforms that help people to see and understand the data. This research aimed to evaluate students'…”
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Analyzing the Impact of Age and Gender for Targeted Advertisements Prediction Model by Karen, Angeline, Christopher, Michael, Natalie Aherman, Vania, Nurul Qomariyah, Nunung, Seraphina Astriani, Maria

“…The practice of targeted advertisements has been gaining popularity, especially in this digital era. There are a lot of aspects to take into consideration when…”
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Sentiment Analysis of Jakarta Bus Rapid Transportation Services using Support Vector Machine by Nurthohari, Zayyana, Sensuse, Dana Indra, Lusa, Sofian

“…Jakarta Bus Rapid Transportation is state-own company which have services in public transportation. On October 2021, Jakarta Bus Rapid Transportation was…”
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What Affects User Satisfaction of Payroll Information Systems? by Priyanka Hafidz, R. Vidanya, Setiawan, Amelia

“…With digital developments that continue to occur, it can affect several parts of the institution or company by changing the system from manual to online. With…”
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Development of Loan Default Prediction Model for Finance Companies in Sri Lanka - A Case Study by Chitty, Rajiv, Gunawikrama, Keerthi, Fernando, Harinda

“…Finance Companies (FC's), play a pivotal role in the economy of Sri Lanka, by serving the under banked and non-banked segments of the society. The business…”
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Social Commerce from Seller and Region Perspective: A Data Mining for Indonesian E-commerce by Gunawan

“…As a subset of e-commerce, social commerce grows fast in many countries. Studies on social commerce primarily focused on consumer behavior, especially purchase…”
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Deep Learning CNN Implementation on Packed Malware for Cloud Cross Domain Solution Filters by Aguilera, Leo, Jacobson, Doug

“…This research focuses on Windows Portable Executable (PE) packed malware detection and Deep Learning (DL) using the Convolutional Neural Network (CNN)…”
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Feature Expansion with Word2Vec for Topic Classification with Gradient Boosted Decision Tree on Twitter by Maulidia, Dhuhita Trias, Budi Setiawan, Erwin

“…Online Social Networks have an essential role as a source of information, especially during an emergency. One of them is Twitter, a service that allows users…”
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The Effects of COVID-19 and Workplace Mobility to Stock Price and Exchange Rate in Indonesia: An Econometric Approach by Nasution, Bahrul Ilmi, Kurniawan, Novianto Budi, Ragamustari, Safendrri Komara

“…The COVID-19 pandemic has reached its 20th month in Indonesia and still damaged various sectors, particularly economy. The policies imposed by the government…”
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Study on Optimization of Data-Driven Anomaly Detection by Zhou, Yiqing, Liao, Rui, Chen, Yongjia

“…In the paper, according to the original data and the value of the sensor at different moments, the box diagram method is used to process the data, and divides…”
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Wave Forecast using Bidirectional GRU and GRU Method Case Study in Pangandaran, Indonesia by Thanthawy Sukanda, Azka Jauhary, Adytia, Didit

“…Wave forecasting is needed to support marine activities, especially planning for ship navigation, maintenance, and offshore engineering construction…”
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A Convolutional Neural Network Model for Credit Card Fraud Detection by Gambo, Muhammad Liman, Zainal, Anazida, Kassim, Mohamad Nizam

“…Nowadays, online transactions through various ecommerce platforms are becoming more prevalent, and Credit Card (CC) is significantly used in various online…”
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AB-HT: An Ensemble Incremental Learning Algorithm for Network Intrusion Detection Systems by Data, Mahendra, Aritsugi, Masayoshi

“…Most machine learning models used in network intrusion detection system (IDS) studies are batch models which require all targeted intrusions to be present in…”
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Noise Reduction and Speech Enhancement Using Wiener Filter by Nuha, Hilal H., Abo Absa, Ahmad

“…Digital data transmission rate may reach over 2.5 Tb/s using the orthogonal frequency division multiplexing (OFDM). Digital speech enhancement is crucial…”
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Study of Feature Extraction Algorithms on Photoplethysmography (PPG) Signals to Detect Coronary Heart Disease by Ihsan, Muhammad Fadhil, Mandala, Satria, Pramudyo, Miftah

“…Coronary Heart Disease (CHD) is the most dangerous heart disease, this disease occurs, when the blood supply containing oxygen and nutrients to the heart…”
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Inductive Miner Implementation to Improve Healthcare Efficiency on Indonesia National Health Insurance Data by Pradana, Mochammad Ivan Adhyaksa, Kurniati, Angelina Prima, Wisudiawan, Gede Agung Ary

“…Process Mining is a method to collect data about business processes and produce insight from those processes. This method can be applied to many sectors,…”
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Forecast of Aviation Traffic in Indonesia Based on Google Trend and Macroeconomic Data using Long Short-Term Memory by Khafidli, Muhammad Khanif, Choiruddin, Achmad

“…The COVID-19 pandemic has impacted many sectors. For example, in the aviation sector, flight traffic went down drastically with no certainty of being…”
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