Vol. 1 No. 5 (2023): UNP Journal of Statistics and Data Science

Articles

• Structural Equation Modeling Partial Least Square (SEM-PLS) for Comparing Public Speaking Anxiety Conditions of Social and Science Students

  Sabina Chairun Najwa, Natasya Dwi Ovalingga, Hanifah Nazhiroh, Rizki Akbar, Fadhilah Fitri

  496-503

  • PDF (Bahasa Indonesia)
  Abstract views: 426 times |PDF downloaded: 272 times |

• Evaluation of Support Vector Regression Methods in Predictions Bitcoin’s Close Price

  Wulan Septya Zulmawati, Nonong Amalita, Syafriandi Syafriandi, Admi Salma

  488-495

  • PDF (Bahasa Indonesia)
  Abstract views: 659 times |PDF downloaded: 228 times |

• Implementation Self Organizing Maps Method In Cluster Analysis Based on Achievement Suistainable Development Goal/SDG’s West Sumatera Province

  AL Rezki Ivansyah, Fadhilah Fitri, Yenni Kurniawati, Tessy Octavia Mukhti

  480-487

  • PDF (Bahasa Indonesia)
  Abstract views: 413 times |PDF downloaded: 233 times |

• Implementation of Backpropagation Artificial Neural Network on Forecasting Export of Palm Oil in Indonesia

  Adinda Dwi Putri, Dina Fitria, Nonong Amalita, Zilrahmi

  473-479

  • PDF (Bahasa Indonesia)
  Abstract views: 651 times |PDF downloaded: 208 times |

• Comparison of Error Rate Prediction in CART for Imbalanced Data

  Lifia Zullani, Dodi Vionanda, Syafriandi Syafriandi, Dina Fitria

  464-472

  • PDF (Bahasa Indonesia)
  Abstract views: 545 times |PDF downloaded: 163 times |

• Comparison of Error Prediction Methods in Classification Modeling with Chi-Squared Automatic Interaction Detection (CHAID) Methods for Balanced Data

  Findri Wara Putri, Dodi Vionanda, Atus Amadi Putra, Fadhilah Fitri

  456-463

  • PDF (Bahasa Indonesia)
  Abstract views: 330 times |PDF downloaded: 229 times |

• Forecasting the Exchange Rate of Yen to Rupiah Using the Long Short-Term Memory Method

  Anggi Adrian Danis, Yenni Kurniawati, Nonong Amalita, Fadhilah Fitri

  449-455

  • PDF (Bahasa Indonesia)
  Abstract views: 575 times |PDF downloaded: 254 times |

• Backpropagation Neural Network Application in Predicting The Stock Price of PT Bank Rakyat Indonesia Tbk

  Dewi Febiyanti, Nonong Amalita, Dony Permana, Tessy Octavia Mukhti

  441-448

  • PDF (Bahasa Indonesia)
  Abstract views: 938 times |PDF downloaded: 351 times |

• Prediction Of Bogor City Rainfall Parameters Using Long Short Term Memory (LSTM)

  Sherly Amora Jofipasi, Admi Salma, Dodi Vionanda, Dina Fitria

  434-440

  • PDF (Bahasa Indonesia)
  Abstract views: 630 times |PDF downloaded: 243 times |

• A Fuzzy Geographically Weighted Clustering Method for Grouping Provinces in Indonesia Based on Welfare Indicators Aspects of Information and Communication Technology (ICT)

  Hefiani Mustika Hasanah, Dina Fitria, Dony Permana, Zamahsary Martha

  426-433

  • PDF (Bahasa Indonesia)
  Abstract views: 596 times |PDF downloaded: 275 times |

• Naïve Bayes Classifier Method on Sentiment Analysis of Bibit Application Users in Play Store

  Afifa Lufti Insani, Zamahsary Martha, Yenni Kurniawati, Zilrahmi

  420-425

  • PDF (Bahasa Indonesia)
  Abstract views: 556 times |PDF downloaded: 269 times |

• Classification of Nutrition Problems for Indonesian Toddler With Decision Tree Algorithm C4.5

  Nadha Ovella Syaqhasdy, Zamahsary Martha, Nonong Amalita, Dina Fitria

  413-419

  • PDF (Bahasa Indonesia)
  Abstract views: 715 times |PDF downloaded: 255 times |

• Fuzzy Geographically Weighted Clustering Analysis for Sectoral Potential Gross Regional Domestic Product in West Sumatera

  Syifa Nabilah Wandira, Zilrahmi, Syafriandi Syafriandi, Fadhilah Fitri

  405-412

  • PDF (Bahasa Indonesia)
  Abstract views: 645 times |PDF downloaded: 298 times |

• Classification of Coronary Heart Disease at Semen Padang Hospital using Algorithm Classification And Regression Trees (CART)

  defal aditya defran, Atus Amadi Putra, Dodi Vionanda, Tessy Octavia Mukhti

  399-404

  • PDF (Bahasa Indonesia)
  Abstract views: 563 times |PDF downloaded: 499 times |

• Sentiment Analysis of TikTok Application on Twitter using The Naïve Bayes Classifier Algorithm

  Denia Putri Fajrina, Syafriandi Syafriandi, Nonong Amalita, Admi Salma

  392-398

  • PDF (Bahasa Indonesia)
  Abstract views: 734 times |PDF downloaded: 339 times |

• Sentiment Analysis of Prabowo Subianto as 2024 Presidential Candidate on Twitter Using K-Nearest Neighbor Algorithm

  Aurumnisva Faturrahmi, Zamahsary Martha, Yenni Kurniawati, Fadhilah Fitri

  385-391

  • PDF (Bahasa Indonesia)
  Abstract views: 671 times |PDF downloaded: 269 times |

• Application Of Quantile Regression Method to Data Containing Outliers for Crime Rate in Jabodetabek

  Arssita Nur Muharromah, Zamahsary Martha, Dony Permana, Tessy Octavia Mukhti

  377-384

  • PDF (Bahasa Indonesia)
  Abstract views: 652 times |PDF downloaded: 378 times |