A New Expert System for Diabetes Disease Diagnosis Using Modified Spline Smooth Support Vector Machine. - Santi Wulan Purnami; Jasni Mohamad Zain; Abdullah Embong (ICCSA (4), 2010)

Credit risk classification using Kernel Logistic Regression with optimal parameter. - Santi P. Rahayu; Jasni Mohamad Zain; Abdullah Embong; Santi Wulan Purnami (ISSPA, 2010)

Data Mining Technique for Medical Diagnosis Using a New Smooth Support Vector Machine. - Santi Wulan Purnami; Jasni Mohamad Zain; Abdullah Embong (NDT (2), 2010)

Reduced Support Vector Machine Based on k-Mode Clustering for Classification Large Categorical Dataset. - Santi Wulan Purnami; Jasni Mohamad Zain; Abdullah Embong (ICSECS (2), 2011)

On Selecting Features for Binary Classification in Microarray Data Analyses. - Santi Wulan Purnami; Shofi Andari; Afifah W. Rusydiana (ICMLC, 2017)

SMOTE-Least Square Support Vector Machine for Classification of Multiclass Imbalanced Data. - Santi Wulan Purnami; Rani Kemala Trapsilasiwi (ICMLC, 2017)

Boosting Support Vector Machines for Imbalanced Microarray Data. - Risky Frasetio Wahyu Pratama; Santi Wulan Purnami; Santi Puteri Rahayu (INNS Conference on Big Data, 2018)

Simulation Study of Feature Selection on Survival Least Square Support Vector Machines with Application to Health Data. - Dedy Dwi Prastyo; Halwa Annisa Khoiri; Santi Wulan Purnami; Suhartono; Soo-Fen Fam (SCDS, 2018)

B-Spline in the Cox Regression with Application to Cervical Cancer. - Jerry Dwi Trijoyo Purnomo; Santi Wulan Purnami; Sri Mulyani (SCDS, 2019)

A Prediction of Rainfall Data Based On Support Vector Machine With Stochastic Gradient Descent. - Dian Puspita Hapsari; Mohammad Imam Utoyo; Santi Wulan Purnami (IICST, 2020)

Entropy-Based Fuzzy Weighted Logistic Regression for Classifying Imbalanced Data. - Ajiwasesa Harumeka; Santi Wulan Purnami; Santi Puteri Rahayu (SCDS, 2021)

The Effect of Cancers Treatment in Quality of Life of the Patient: Meta-analysis Approach. - Santi Wulan Purnami; Prilyandari Dina Saputri; Bambang Widjanarko Otok (SCDS, 2021)

Survival Analysis of Diabetes Mellitus Patients Using Semiparametric Approach. - Jerry Dwi Trijoyo Purnomo; Santi Wulan Purnami; Febry Hilmi Anshori; Albertus Kurnia Lantika (SCDS, 2021)

Copula-based Cox Regression to Modelling Bivariate Time-to-Event Data. - Duhania Oktasya Mahara; Santi Wulan Purnami; Shofi Andari (ICMLC, 2024)

YOLO-UNet Architecture for Detecting and Segmenting the Localized MRI Brain Tumor Image. - Nur Iriawan; Anindya Apriliyanti Pravitasari; Ulfa S. Nuraini; Nur I. Nirmalasari; Taufik Azmi; Muhammad Nasrudin; Adam F. Fandisyah; Kartika Fithriasari; Santi Wulan Purnami; Irhamah; Widiana Ferriastuti (Appl. Comput. Intell. Soft Comput., 2024)