Část monografie Somol P., Novovičová J., Pudil P. : Efficient Feature Subset Selection and Subset Size Optimization In: Pattern Recognition, Recent Advances (Adam Herout . ,). In-Teh, Vukovar, Croatia 2010, pp. .

Článek v odborném periodiku Novovičová J. : Text document classification. ERCIM News, (2005), 62, pp. 53-54.

Novovičová J., Somol P., Pudil P. : Oscillating feature subset search algorithm for text categorization Lecture Notes in Computer Science, (2006), 4225, pp. 578-587.

Novovičová J., Somol P., Haindl M., Pudil P. : Conditional Mutual Information Based Feature Selection for Classification Task Lecture Notes in Computer Science, (2007), 4756 (2007), pp. 417-426.

Paclík P., Novovičová J., Duin R.P.W. : Building Road-Sign Classifier using a Trainable Similarity Measure. IEEE Transactions on Intelligent Transportation Systems, 7 (2006), 3, pp. 309-321.

Somol P., Novovičová J., Pudil P. : Flexible-hybrid Sequential Floating Search in Statistical Feature Selection. Lecture Notes in Computer Science, (2006), 4109, pp. 632-639.

Somol P., Grim J., Novovičová J., Pudil P. : Improving feature selection process resistance to failures caused by curse-of-dimensionality effects Kybernetika, 47 (2010), 3 (2010), pp. 401-425.

Somol P., Novovičová J. : Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset Cardinality IEEE Transactions on Pattern Analysis and Machine Intelligen, (2010), 11 (2010), pp. 1921-1939.

Somol P., Novovičová J. : Evaluating the Stability of Feature Selectors that Optimize Feature Subset Cardinality Lecture Notes in Computer Science, (2008), 5342 (2008), pp. 956-966.

Somol P., Novovičová J., Pudil P. : Notes on the evolution of feature selection methodology Kybernetika, (2007), 5 (2007), pp. 713-730.

Konferenční příspěvek Grim J., Novovičová J., Somol P. : Structural Poisson Mixtures for Classification of Documents In: Proceedings of the 19th International Conference on Pattern Recognition IEEE Press, Los Alamitos 2008, pp. .

Novovičová J., Malík A. : Information-Theoretic Feature Selection Algorithms for Text Classification. In: Proceedings of the International Joint Conference on Neural Networks. IJCNN 2005, Montreal, Canada 2005, pp. 3272-3277.

Novovičová J., Somol P., Pudil P. : A New Measure of Feature Selection Algorithms’ Stability In: ICDMW '09: Proceedings of the 2009 IEEE International Conference on Data Mining Workshops ICDMW '09: International Conference on Data Mining Workshops, (Miami, Florida, US, 06.12.2009-09.12.2009), Miami, Florida 2009, pp. .

Paclík P., Novovičová J., Duin R. P. W. : A trainable similarity measure for image classification In: Proceedings of the 18th International Conference on Pattern Recognition. ICPR 2006 IEEE Press, 2006, pp. 391-394.

Somol P., Novovičová J., Grim J., Pudil P. : Dynamic Oscillating Search Algorithm for Feature Selection In: ICPR 2008 Proceedings (Int. Conf. on Pattern Recognition) IEEE Computer Society, Tampa, Florida 2008, pp. .

Somol P., Novovičová J., Pudil P. : Are Better Feature Selection Methods Actually Better? Discussion, Reasoning and Examples In: Proceedings of the International Joint Conference on Biomedical Engineering Systems and Technologies - BIOSTEC 2008 Proceedings of the International Conference on Health Infor INSTICC Press, Madeira 2008, pp. .

Somol P., Novovičová J., Pudil P. : Improving Sequential Feature Selection Methods Performance by Means of Hybridization In: Proc. 6th IASTED Int. Conf. on Advances in Computer Science and Engineering ACTA Press, Calgary 2010, pp. .

Somol P., Novovičová J., Pudil P. : On the Over-Fitting Problem of Complex Feature Selection Methods. In: Proc. 5th International Computer Engineering Conference - A better Information Society Through the e@, 5th International Computer Engineering Conference - A better Information Society Through the e@, (Káhira, EG, 27.12.2009-28.12.2009), Káhira 2009, pp. .

Interní tisk Somol P., Novovičová J., Pudil P. : Advances in Feature Selection Methodology: an Overview of Recent ÚTIA Results. Interní publikace DAR - ÚTIA 2006/21. ÚTIA AV ČR, Praha 2006, 18 pp.

Výzkumná zpráva Somol P., Novovičová J. : Does It Make Sense to Develop New Feature Selection Methods? (Research Report 2193) ÚTIA AV ČR, Praha 2007, pp.

Somol P., Novovičová J. : Evaluating Stability of Single and Multiple Feature Selectors that Optimize Feature Subset Cardinality ( Research Report 2251) ÚTIA AV ČR, Praha 2009, pp.

Somol P., Novovičová J., Pudil P., Kittler J. : Feature Selection - A Very Compact Survey Over the Diversity of Existing Approaches (Research Report 2285) ÚTIA AV ČR, v.v.i, Praha 2010, pp.