Franz Pernkopf

2005
Pernkopf, F., & Bilmes J. (2005).  Discriminative versus Generative Parameter and Structure Learning of Bayesian Network Classifiers. International Conference on Machine Learning (ICML). 657 - 664. Download: icml2005.pdf (138.45 KB)
Pernkopf, F., & Bouchaffra D. (2005).  Genetic-based EM Algorithm for Learning Gaussian Mixture Models. IEEE Transactions on Pattern Analysis and Machine Intelligence. 27(8), 1344 - 1348. Download: tpami.pdf (545.09 KB)
Pernkopf, F. (2005).  On Initialization of Gaussian Mixtures: A Hybrid Genetic EM Algorithm. IEEE International Conference on Acoustics, Speech, and Signal Processing. 693 - 696.
2004
Baum, M., Dizdarevic V., Hagmüller M., Kubin G., & Pernkopf F. (2004).  Prosody-Based Recognition of Spoken German Varieties. Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing. 929 - 932. Download: baum+2004.pdf (95.21 KB)
Pernkopf, F. (2004).  3D Surface Inspection using Couples HMMs. International Conference on Pattern Recognition (ICPR). 3, 223 - 226.
Pernkopf, F. (2004).  Bayesian Network Classifiers versus k-NN Classifier using Sequential Feature Selection. 19th National Conference on Artificial Intelligence (AAAI). 360 - 365.
2003
Pernkopf, F., & O'Leary P. (2003).  Floating Search Algorithm for Structure Learning of Bayesian Network Classifiers. Pattern Recognition Letters. 24, 2839 - 2848. Download: article.pdf (159.74 KB)
Pernkopf, F., & O'Leary P. (2003).  A Search-and-Score Structure Learning Algorithm for Bayesian Network Classifiers. SME Technical Paper MV03-329 ( (Society of Manufacturing Engineers, Reprint). 1 - 12.
Pernkopf, F., & O'Leary P. (2003).  A Search-and-Score Structure Learning Algorithm for Bayesian Network Classifiers. 6th International Conference on Quality Control by Artificial Vision (QCAV), Proceedings of SPIE, Vol. 5132. 231-240.
Pernkopf, F., & O'Leary P. (2003).  Shape Description and Analysis of Range Data for Milled Steel Blocks. IS&T/SPIE 15th Annual Symposium on Electronic Imaging. 5011, 74 - 81.
2002
2001
Pernkopf, F., & O'Leary P. (2001).  Automatic Inspection System for Detection and Classification of Flaws on Turned Parts. 5th International Conference on Quality Control by Artificial Vision. 359 - 364.
Pernkopf, F., & O'Leary P. (2001).  Feature Selection and Classification using Genetic Algorithms with a novel Encoding. 9th International conference on Computer Analysis of Images and Patterns. 161 - 168.