Financial Time Series Prediction Using Mixture of Experts. - M. Serdar Yümlü; Fikret S. Gürgen; Nesrin Okay (ISCIS, 2003)

A comparison of global, recurrent and smoothed-piecewise neural models for Istanbul stock exchange (ISE) prediction. - M. Serdar Yümlü; Fikret S. Gürgen; Nesrin Okay (Pattern Recognit. Lett., 2005)

Bayesian changepoint and time-varying parameter learning in regime switching volatility models. - M. Serdar Yümlü; Fikret S. Gürgen; A. Taylan Cemgil; Nesrin Okay (Digit. Signal Process., 2015)

Bayesian changepoint and time-varying parameter learning in regime switching volatility models (Rejim değiştiren volatilite modellerinde Bayes bazlı değişim noktası ve zamana bağlı parametre kestirimi) - M. Serdar Yümlü (2015)

SMART-FI: Exploiting Open IoT Data from Smart Cities in the Future Internet Society. - Stefan Nastic; Javier Cubo; Malena Donato; Schahram Dustdar; Örjan Guthu. Mats Jonsson; Ömer Özdemir; Ernesto Pimentel 001; M. Serdar Yümlü (Internet of Everything, 2018)