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
622009
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
302012
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
252012
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
182008
Combine sampling support vector machine for imbalanced data classification
H Sain, SW Purnami
Procedia Computer Science 72, 59-66, 2015
162015
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
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
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
132010
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
112010
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
102013
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
92013
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
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
72012
Smooth support vector machine for face recognition using principal component analysis
M Furqan, A Embong, S Awang, SW Purnami, S Sembiring
72009
Perbandingan reduced support vector machine dan smooth support vector machine untuk klasifikasi large data
E Suryanto, SW Purnami
Jurnal sains dan seni ITS 4 (1), D25-D30, 2015
62015
Parameter Estimation of Geographically Weigthed Multivariate Poisson Regression
BWO Purhadi, SW Purnami
Applied Mathematical Sciences 9 (82), 4081-4093, 2015
62015
Combine Sampling Support Vector Machine untuk Klasifikasi Data Imbalanced
H Sain, SW Purnami
ITS Press, Surabaya, 2013
62013
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
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
52016
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