Research Paper

• Gender Classification on Social Media Messages Using fastText Feature Extraction and Long Short-Term Memory

  Halimatus Sa’diah, Mohammad Reza Faisal, Andi Farmadi, Friska Abadi, Fatma Indriani, Muhammad Alkaff, Vugar Abdullayev

  243-252

  • pdf

  DOI : https://doi.org/10.35882/jeeemi.v6i3.407 Abstract View: 378, pdf Download: 271
• A Comparative Study: Application of Principal Component Analysis and Recursive Feature Elimination in Machine Learning for Stroke Prediction

  Arya Syifa Hermiati, Rudy Herteno, Fatma Indriani, Triando Hamonangan Saragih, Muliadi, Triwiyanto Triwiyanto

  231-242

  • pdf

  DOI : https://doi.org/10.35882/jeeemi.v6i3.446 Abstract View: 583, pdf Download: 326
• Analysis of Important Features in Software Defect Prediction Using Synthetic Minority Oversampling Techniques (SMOTE), Recursive Feature Elimination (RFE) and Random Forest

  Helma Ghinaya, Rudy Herteno, Mohammad Reza Faisal, Andi Farmadi, Fatma Indriani

  276-288

  • pdf

  DOI : https://doi.org/10.35882/jeeemi.v6i3.453 Abstract View: 453, pdf Download: 344
• A Classification of Appendicitis Disease in Children Using SVM with KNN Imputation and SMOTE Approach

  Difa Fitria, Triando Hamonangan Saragih , Muliadi, Dwi Kartini, Fatma Indriani

  302-311

  • pdf

  DOI : https://doi.org/10.35882/jeeemi.v6i3.470 Abstract View: 304, pdf Download: 214
• Comparison of the Adaboost Method and the Extreme Learning Machine Method in Predicting Heart Failure

  Muhammad Nadim Mubaarok, Triando Hamonangan Saragih, Muliadi , Fatma Indriani, Andi Farmadi, Achmad Rizal

  253-263

  • pdf

  DOI : https://doi.org/10.35882/jeeemi.v6i3.440 Abstract View: 276, pdf Download: 260
• Simple Data Augmentation and U-Net CNN for Neclui Binary Segmentation on Pap Smear Images

  Anita Desiani, Irmeilyana, Des Alwine Zayanti, Yadi Utama, Muhammad Arhami, Azhar Kholiq Affandi, Muhammad Aditya Sasongko, Indri Ramayanti

  264-275

  • pdf

  DOI : https://doi.org/10.35882/jeeemi.v6i3.442 Abstract View: 442, pdf Download: 284
• A Comparative Analysis of Polynomial-fit-SMOTE Variations with Tree-Based Classifiers on Software Defect Prediction

  Wildan Nur Hidayatullah, Rudy Herteno, Mohammad Reza Faisal, Radityo Adi Nugroho, Setyo Wahyu Saputro, Zarif Bin Akhtar

  289-301

  • pdf

  DOI : https://doi.org/10.35882/jeeemi.v6i3.455 Abstract View: 227, pdf Download: 157
• A Comparative Study of Improved Ensemble Learning Algorithms for Patient Severity Condition Classification

  Edi Ismanto, Abdul Fadlil , Anton Yudhana , Kodai Kitagawa

  312-321

  • pdf

  DOI : https://doi.org/10.35882/jeeemi.v6i3.452 Abstract View: 296, pdf Download: 166
• Hybrid Radix-4 SESA/SEDA Adders for Medical Image Processing

  Sowmiya L, Ramesh S M, S Finney Daniel Shadrach, Arul A

  323-331

  • pdf

  DOI : https://doi.org/10.35882/jeeemi.v6i3.400 Abstract View: 390, pdf Download: 211