Santi Wulan Purnami
Santi Wulan Purnami
Lecturer of Statistics Department, Institut Teknologi Sepuluh Nopember
Verified email at statistika.its.ac.id
TitleCited byYear
A new smooth support vector machine and its applications in diabetes disease diagnosis
SW Purnami, A Embong, JM Zain, SP Rahayu
Journal of Computer Science 5 (12), 1003, 2009
522009
Analisis Diagnosis Pasien Kanker Payudara Menggunakan Regresi Logistik dan Support Vector Machine (SVM) Berdasarkan Hasil Mamografi Fourina Ayu Novianti dan Santi Wulan Purnami
FA Novianti, SW Purnami
Jurnal Sains dan Seni ITS 1 (1), D147-D152, 2012
262012
Feature selection and classification of breast cancer diagnosis based on support vector machines
SW Purnami, SP Rahayu, A Embong
2008 International Symposium on Information Technology 1, 1-6, 2008
202008
Perbandingan Klasifikasi Tingkat Keganasan Breast Cancer Dengan Menggunakan Regresi Logistik Ordinal Dan Support Vector Machine (SVM)
F Rachman, SW Purnami
Jurnal Sains dan Seni ITS 1 (1), D130-D135, 2012
162012
Applying kernel logistic regression in data mining to classify credit risk
SP Rahayu, SW Purnami, A Embong
2008 International Symposium on Information Technology 2, 1-6, 2008
162008
Combine sampling support vector machine for imbalanced data classification
H Sain, SW Purnami
Procedia Computer Science 72, 59-66, 2015
132015
An alternative algorithm for classification large categorical dataset: k-mode clustering reduced support vector machine
SW Purnami, JM Zain, T Heriawan
International Journal of Database Theory and Application 4 (1), 19-30, 2011
132011
Data mining technique for medical diagnosis using a new smooth support vector machine
SW Purnami, JM Zain, A Embong
International Conference on Networked Digital Technologies, 15-27, 2010
102010
A new expert system for diabetes disease diagnosis using modified spline smooth support vector machine
SW Purnami, JM Zain, A Embong
International Conference on Computational Science and Its Applications, 83-92, 2010
102010
Additive survival least square support vector machines: a simulation study and its application to cervical cancer prediction
C Khotimah, SW Purnami, DD Prastyo, V Chosuvivatwong, H Sriplung
AIP Conference Proceedings 1905 (1), 050024, 2017
72017
Pemodelan angka prevalensi kusta dan faktor-faktor yang mempengaruhi di Jawa Timur dengan pendekatan Geographically Weighted Regression (GWR)
AM Dzikrina, SW Purnami
Jurnal Sains dan Seni ITS 2 (2), D275-D281, 2013
62013
Klasifikasi Pasien Hasil Pap Smear Test sebagai Pendeteksi Awal Upaya Penanganan Dini pada Penyakit Kanker Serviks di RS.“X” Surabaya dengan Metode Bagging Logistic Regression
IAS Intansari, SW Purnami, SP Wulandari
Jurnal Sains dan Seni ITS 1 (1), D277-D282, 2012
62012
Smooth support vector machine for face recognition using principal component analysis
M Furqan, A Embong, S Awang, SW Purnami, S Sembiring
62009
Additive survival least square support vector machines and feature selection on health data in Indonesia
C Khotimah, SW Purnami, DD Prastyo
2018 International Conference on Information and Communications Technology …, 2018
52018
Uji Proportional Hazard pada Data Penderita Kanker Serviks di RSUD dr. Soetomo Surabaya
AN Afifah, SW Purnami
Jurnal Sains dan Seni ITS 5 (1), D109-D114, 2016
52016
Combine Sampling Support Vector Machine untuk Klasifikasi Data Imbalanced
H Sain, SW Purnami
ITS Press, Surabaya, 2013
52013
Survival analysis of cervical cancer using stratified Cox regression
SW Purnami, KD Inayati, NWW Sari, V Chosuvivatwong, H Sriplung
AIP Conference Proceedings 1723 (1), 030018, 2016
42016
Analisis Survival Nonparametrik Pada Pasien Kanker Serviks di RSUD Dr. Soetomo Surabaya Menggunakan Metode Kaplan Meier dan Uji Log Rank
KD Inayati, SW Purnami
Jurnal Sains dan Seni ITS 4 (2), 2016
42016
High-dimensional data classification based on smooth support vector machines
SW Purnami, S Andari, YD Pertiwi
Procedia Computer Science 72, 477-484, 2015
42015
Pemodelan Faktor-Faktor Yang Mempengaruhi Jumlah Kematian Ibu Di Jatim Dengan Pendekatan GWPR (Geographically Weighted Poisson Regression)
N Qomariyah, SW Purnami, S Purnomo
Jurnal Sains dan Seni ITS 2 (2), D311-D316, 2013
42013
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