Ferit Akova

According to our database, Ferit Akova authored at least 7 papers between 2005 and 2014.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2014

A Non-parametric Bayesian Model for Joint Cell Clustering and Cluster Matching: Identification of Anomalous Sample Phenotypes with Random Effects.

Murat Dundar, Ferit Akova, Halid Ziya Yerebakan, Bartek Rajwa

BMC Bioinform., 2014

2013

A Nonparametric Bayesian Perspective for Machine Learning in Partially-Observed Settings

Ferit Akova

PhD thesis, 2013

2012

Bayesian Nonexhaustive Learning for Online Discovery and Modeling of Emerging Classes.

Murat Dundar, Ferit Akova, Yuan (Alan) Qi, Bartek Rajwa

Proceedings of the 29th International Conference on Machine Learning, 2012

Self-Adjusting Models for Semi-supervised Learning in Partially Observed Settings.

Ferit Akova, Murat Dundar, Yuan (Alan) Qi, Bartek Rajwa

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2010

A machine-learning approach to detecting unknown bacterial serovars.

Ferit Akova, Murat Dundar, V. Jo Davisson, E. Daniel Hirleman, Arun K. Bhunia, J. Paul Robinson, Bartek Rajwa

Stat. Anal. Data Min., 2010

2009

Non-exhaustive Learning for Bacteria Detection.

Ferit Akova, E. Daniel Hirleman, Arun K. Bhunia, Bartek Rajwa, Murat Dundar

Proceedings of the NBiS 2009, 2009

2005

Region Competition via Local Watershed Operators.

Hüseyin Tek, Ferit Akova, Alper Ayvaci

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005