Vol. 2 No. 1 (2024): UNP Journal of Statistics and Data Science

Articles

• Biplot and Procrustes Analysis of Poverty Indicators By Province in Indonesia in 2015 dan 2019

  Ade Eriyen Saputri, Admi Salma, Nonong Amalita, Dony Permana

  1-7

  • PDF (Bahasa Indonesia)

• Classification the Characteristics of Traffic Accident Victims in Pariaman Using the Chi-square Automatic Interaction Detection Algorithm

  Manja Danova Putri, Dina Fitria, Yenni Kurniawati, Zilrahmi

  8-15

  • PDF (Bahasa Indonesia)

• Prediction of Palm Oil Production Results PT.KSI Solok Selatan Using Ensemble k-Nearest Neighbor (kNN)

  Nilda Yanti, Atus Amadi Putra, Dony Permana, Zilrahmi

  16-22

  • PDF (Bahasa Indonesia)

• Implementation of an Artificial Neural Network Based on the Backpropagation Algorithm in Forecasting the Closing Price of the Jakarta Composite Index (IHSG)

  Muhammad Fadhil Aditya Aditya, Zilrahmi, Yenni Kurniawati, Tessy Octavia Mukhti

  23-31

  • PDF (Bahasa Indonesia)

• Forecasting Gold Prices in Indonesia using Support Vector Regression with the Grid Search Algorithm

  Nindi Syahfitrri, Nonong Amalita, Dodi Vionanda, Zamahsary Martha

  32-39

  • PDF (Bahasa Indonesia)

• Sentiment Analysis about Anti-LGBT Campaign using the Naïve Bayes Classifier

  rios, Syafriandi Syafriandi, Dony Permana, Dina Fitria

  40-47

  • PDF (Bahasa Indonesia)

• Sentiment Analysis of DANA Application Reviews on Google Play Store Using Naïve Bayes Classifier Algorithm Based on Information Gain

  Cindy Caterine Yolanda, Syafriandi Syafriandi, Yenni Kurniawati, Dina Fitria

  48-55

  • PDF (Bahasa Indonesia)

• Categorical Data Clustering with K-Modes Method on Fire Cases in DKI Jakarta Province

  Widia Handa Riska, Dony Permana, Atus Amadi Putra, Zilrahmi

  56-63

  • PDF (Bahasa Indonesia)

• Fuzzy K-Nearest Neighbor to Predict Rainfall in Padang Pariaman District

  Annisa Rizki Amalia, Nonong Amalita, Yenni Kurniawati, Zamahsary Martha

  64-70

  • PDF (Bahasa Indonesia)

• Application Algorithm Naive Bayes for Classification Dengue Hemorrhagic Fever in RSUD dr. Achmad Darwis

  Viola Yuniza, Atus Amadi Putra, Nonong Amalita, Fadhilah Fitri

  71-78

  • PDF (Bahasa Indonesia)

• Diagnosis of the type of delivery of pregnant women at Semen Padang Hospital Using the C4.5 Method

  rama novialdi, Dony Permana, Dodi Vionanda, Fadhilah Fitri

  79-83

  • PDF (Bahasa Indonesia)

• Classification of Stroke Disease at Rumah Sakit Otak Dr. Drs. M. Hatta Bukittinggi With C4.5 Decision Tree Algorithm

  Futiah Salsabila, Zamahsary Martha, Atus Amadi Putra, Admi Salma

  84-89

  • PDF (Bahasa Indonesia)

• Comparison of the C5.0 Algorithm and the CART Algorithm in Stroke Classification

  Indah Lestari, Dina Fitria, Syafriandi Syafriandi, Admi Salma

  90-98

  • PDF (Bahasa Indonesia)

• Twitter Data Sentimen Analysis 2024 Presidential Candidate Using Algorithm Naïve Bayes Classifier By Methods K-Fold Cross Validation

  Aldi Prajela, Syafriandi Syafriandi, Dony Permana, Dina Fitria

  99-104

  • PDF (Bahasa Indonesia)

• Characteristics of Drinking Water Conditions According to Urban and Rural Areas in Indonesia Using the CHAID Method

  Aulia Wanda, Yenni Kurniawati

  105-113

  • PDF (Bahasa Indonesia)

• Comparison of K-Means and Fuzzy C-Means Algorithms for Clustering Based on Happiness Index Components Across Provinces in Indonesia

  Inna Auliya, Fadhilah Fitri, Nonong Amalita, Tessy Octavia Mukhti

  114-121

  • PDF (Bahasa Indonesia)