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Cost Sensitive Learning

Research Projects

Mining Indonesian Article (phase I: Jan - Nov 2008)
Grant: ITTelkom
Goal: analyze popular methods for analyzing mining Indonesian news web pages.
Main idea: news.google.com
Reseach members:
  • Faculty: Adiwijaya, Angelina Prima Kurniati, Abdurahman Baizal, Kiki Maulana Adhinugraha, Moch Arif Bijaksana (coordinator), Yuliant    Sibaroni, Yanuar Firdaus Arie Wibowo
  • Students: Debby Damishu, Intan Nurma Yunita, Rahmat Firdaus, Neneng, Taufik Safar, Yan Puspitarani, Chaty Herlina, Kairani Amalia, Mega Ruliana, Yunita Rahmawati, Neneng Siti Fatimah, Diah Pudi Langgeni

Imbalance Problem
terutama untuk penerapan pada churn prediction,
Ikhwan: SVM
Tika: instance-based
Sugi: Cost Senstive Learning

Contrast Data Mining
Trisnie, Fajrin, Ahsan (Mei 2008 s/d Maret 2009)
aplikasi untuk pemasaran dan pendidikan
Subpages (1): Churn Prediction