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    ICSA

    Proceedings of the 1st International Conference on Statistics and Analytics, ICSA 2019, 2-3 August 2019, Bogor, Indonesia

    This conference serves as a means of presenting and discussing various research results among academics, researchers, and practitioners in the fields of statistics, analytics, computing, data science, and its application. Based on 110 papers that have been presented there are three main topics a…

    This conference serves as a means of presenting and discussing various research results among academics, researchers, and practitioners in the fields of statistics, analytics, computing, data science, and its application.

    Based on 110 papers that have been presented there are three main topics as the focus of the discussion, namely Statistical Modeling, Predictive Analytics, and Pattern Learning. The approach is in the form of a study to obtain a valid methodology for extracting, collecting, storing, analyzing, and visualizing data including those derived from big data.

    The application studies cover various fields such as agriculture, climate, energy, industry, business, social, and so on. The conference is expected to be able to provide solutions to various problems in various fields through statistical and analytical approaches.

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    Editor(s): Farit Mochamad Afendi (IPB University, Indonesia), Kusman Sadik (IPB University, Indonesia) and Utami Dyah Syafitri (IPB University, Indonesia)
    Publisher
    EAI
    ISBN
    978-1-63190-220-8
    ISSN
    2593-7650
    Series
    CCER
    Conference dates
    2nd–3rd Aug 2019
    Location
    Bogor, Indonesia
    Appeared in EUDL
    2020-01-16

    Copyright © 2020–2025 EAI

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    Showing 41–50 of 57 results
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    • Clusterwise Regression Model Development with Gamma Distribution

      Research Article in Proceedings of the 1st International Conference on Statistics and Analytics, ICSA 2019, 2-3 August 2019, Bogor, Indonesia

      Reski Syafruddin, Agus M. Soleh, Aji H. Wigena
    • Implementing Extreme Gradient Boosting (XGBoost) Classifier to Improve Customer Churn Prediction

      Research Article in Proceedings of the 1st International Conference on Statistics and Analytics, ICSA 2019, 2-3 August 2019, Bogor, Indonesia

      Iqbal Hanif
    • Comparing Decision Tree, Random Forest and Boosting in Identifying Weather Index for Rice Yield Prediction

      Research Article in Proceedings of the 1st International Conference on Statistics and Analytics, ICSA 2019, 2-3 August 2019, Bogor, Indonesia

      Mohammad Masjkur, Ken Seng Tan
    • Implementation Extreme Learning Machine for Rainfall Forecasting

      Research Article in Proceedings of the 1st International Conference on Statistics and Analytics, ICSA 2019, 2-3 August 2019, Bogor, Indonesia

      Laksmita Puspaningrum, Ayundyah Kesumawati
    • Bayes Risk Post-Pruning in Decision Tree to Overcome Overfitting Problem on Customer Churn Classification

      Research Article in Proceedings of the 1st International Conference on Statistics and Analytics, ICSA 2019, 2-3 August 2019, Bogor, Indonesia

      Devina Christianti, Sarini Abdullah, Siti Nurrohmah
    • Combining Result of PCR and PLSR Statistical Downscaling with Quadratic Optimization for Improving Estimation

      Research Article in Proceedings of the 1st International Conference on Statistics and Analytics, ICSA 2019, 2-3 August 2019, Bogor, Indonesia

      Praditya Puspitaninggar, Aji Hamim Wigena, Anwar Fitrianto
    • Performance Evaluation of AIC and BIC in Time Series Clustering with Piccolo Method

      Research Article in Proceedings of the 1st International Conference on Statistics and Analytics, ICSA 2019, 2-3 August 2019, Bogor, Indonesia

      Triyani Hendrawati, Aji Hamim Wigena, I Made Sumertajaya, Bagus Sartono
    • Prediction of Number of Claims using Poisson Linear Mixed Model with AR(1) random effect

      Research Article in Proceedings of the 1st International Conference on Statistics and Analytics, ICSA 2019, 2-3 August 2019, Bogor, Indonesia

      Fia Fridayanti Adam, Anang Kurnia, I Gusti Putu Purnaba, I Wayan Mangku
    • Hybrid Model of Seasonal ARIMA-ANN to Forecast Tourist Arrivals through Minangkabau International Airport

      Research Article in Proceedings of the 1st International Conference on Statistics and Analytics, ICSA 2019, 2-3 August 2019, Bogor, Indonesia

      Mutia Yollanda, Dodi Devianto
    • Hidden Markov Model for Exchange Rate with EWMA Control Chart

      Research Article in Proceedings of the 1st International Conference on Statistics and Analytics, ICSA 2019, 2-3 August 2019, Bogor, Indonesia

      Rahmawati Ramadhan, Dodi Devianto, Maiyastri Maiyastri
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