Incremental construction of classifier and discriminant ensembles. - Aydin Ulas; Murat Semerci; Olcay Taner Yildiz; Ethem Alpaydin (Inf. Sci., 2009)

Data Sampling and Dimensionality Reduction Approaches for Reranking ASR Outputs Using Discriminative Language Models. - Erinç Dikici; Murat Semerci; Murat Saraclar; Ethem Alpaydin (INTERSPEECH, 2011)

Effective graph classification based on topological and label attributes. - Geng Li 002; Murat Semerci; Bülent Yener; Mohammed J. Zaki (Stat. Anal. Data Min., 2012)

Mixtures of Large Margin Nearest Neighbor Classifiers. - Murat Semerci; Ethem Alpaydin (ECML/PKDD (2), 2013)

Classification and Ranking Approaches to Discriminative Language Modeling for ASR. - Erinç Dikici; Murat Semerci; Murat Saraclar; Ethem Alpaydin (IEEE Trans. Speech Audio Process., 2013)

A probabilistic SIP network simulation system. - Baris Kurt; Çagatay Yildiz; Taha Yusuf Ceritli; Mehmet Yamac; Murat Semerci; Bülent Sankur; Ali Taylan Cemgil (SIU, 2016)

Detection of (D)DOS attacks based on online change point analysis. - Murat Semerci; Mehmet Yamac; Ali Taylan Cemgil; Bülent Sankur; Derya Selin Cosar (SIU, 2016)

An intelligent cyber security system against DDoS attacks in SIP networks. - Murat Semerci; Ali Taylan Cemgil; Bülent Sankur (Comput. Networks, 2018)

Discriminative tensor decomposition with large margin. - Murat Semerci; Ali Taylan Cemgil; Bülent Sankur (Digit. Signal Process., 2019)

Distance approximations between high and multi-dimensional structures (Yüksek ve çok boyutlu yapılar arasındaki mesafe yaklaşımları) - Murat Semerci (2019)