Outlier detection on power consumption via non-negative tensor factorization models. - M. Burak Kurutmaz; A. Taylan Cemgil; Ahmet Cezayirli; Ezgi Bingöl; Sait Sener (SIU, 2017)

Anomaly detection on wind turbines. - Onur Poyraz; M. Burak Kurutmaz; A. Taylan Cemgil; Sinan Selamoglu (SIU, 2018)

Bayesian Allocation Model: Inference by Sequential Monte Carlo for Nonnegative Tensor Factorizations and Topic Models using Polya Urns. - Ali Taylan Cemgil; Mehmet Burak Kurutmaz; Sinan Yildirim; Melih Barsbey; Umut Simsekli (CoRR, 2019)

Bayesian Allocation Model: Marginal Likelihood-Based Model Selection for Count Tensors. - Sinan Yildirim; M. Burak Kurutmaz; Melih Barsbey; Umut Simsekli; A. Taylan Cemgil (IEEE J. Sel. Top. Signal Process., 2021)