Petr Somol - RankMe

61 papers B 8C 4Misc 1Journal 18Unranked 30

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Avast-CTU Public CAPE Dataset. CoRR Branislav Bosanský, Dominik Kouba, Ondrej Manhal, Thorsten Sick, Viliam Lisý, Jakub Kroustek, Petr Somol
2022	J	`jnl`	Efficient anomaly detection through surrogate neural networks. Neural Comput. Appl. Martin Flusser, Petr Somol
2022	J	`jnl`	Explaining Classifiers Trained on Raw Hierarchical Multiple-Instance Data. CoRR Tomás Pevný, Viliam Lisý, Branislav Bosanský, Petr Somol, Michal Pechoucek
2021	—	`conf`	Explainable Multiple Instance Learning with Instance Selection Randomized Trees. ECML/PKDD (2) Tomás Komárek, Jan Brabec, Petr Somol
2021	—	`conf`	Threat Hunting as a Similarity Search Problem on Multi-positive and Unlabeled Data. IEEE BigData Tomás Komárek, Jan Brabec, Cenek Skarda, Petr Somol
2020	Misc	`conf`	Adaptive Approach for Density-Approximating Neural Network Models for Anomaly Detection. CISIS Martin Flusser, Petr Somol
2018	—	`conf`	Multiple Instance Learning with Bag-Level Randomized Trees. ECML/PKDD (1) Tomás Komárek, Petr Somol
2017	J	`jnl`	Discriminative models for multi-instance problems with tree-structure. CoRR Tomás Pevný, Petr Somol
2017	B	`conf`	End-node Fingerprinting for Malware Detection on HTTPS Data. ARES Tomás Komárek, Petr Somol
2017	—	`conf`	Using Neural Network Formalism to Solve Multiple-Instance Problems. ISNN (1) Tomás Pevný, Petr Somol
2016	—	`conf`	Discriminative Models for Multi-instance Problems with Tree Structure. AISec@CCS Tomás Pevný, Petr Somol
2016	J	`jnl`	Using Neural Network Formalism to Solve Multiple-Instance Problems. CoRR Tomás Pevný, Petr Somol
2015	—	`conf`	Materials Classification Using Sparse Gray-Scale Bidirectional Reflectance Measurements. CAIP (2) Jirí Filip, Petr Somol
2013	—	`conf`	On Stopping Rules in Dependency-Aware Feature Ranking. CIARP (1) Petr Somol, Jirí Grim, Jirí Filip, Pavel Pudil
2012	—	`conf`	Prediction Model of Inpatient Mortality for Patients with Myocardial Infarction. HEALTHINF Hynek Kruzík, Jirí Vomlel, Václav Kratochvíl, Petr Tuma, Petr Somol
2011	B	`conf`	Fast dependency-aware feature selection in very-high-dimensional pattern recognition. SMC Petr Somol, Jirí Grim, Pavel Pudil
2011	J	`jnl`	Improving feature selection process resistance to failures caused by curse-of-dimensionality effects. Kybernetika Petr Somol, Jirí Grim, Jana Novovicová, Pavel Pudil
2010	—	`conf`	Digital Image Forgery Detection by Local Statistical Models. IIH-MSP Jirí Grim, Petr Somol, Pavel Pudil
2010	J	`jnl`	Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset Cardinality. IEEE Trans. Pattern Anal. Mach. Intell. Petr Somol, Jana Novovicová
2010	B	`conf`	The Problem of Fragile Feature Subset Preference in Feature Selection Methods and a Proposal of Algorithmic Workaround. ICPR Petr Somol, Jirí Grim, Pavel Pudil
2009	—	`conf`	A New Measure of Feature Selection Algorithms' Stability. ICDM Workshops Jana Novovicová, Petr Somol, Pavel Pudil
2009	J	`jnl`	Computer-Aided Evaluation of Screening Mammograms Based on Local Texture Models. IEEE Trans. Image Process. Jirí Grim, Petr Somol, Michal Haindl, Jan Danes
2009	—	`conf`	Criteria Ensembles in Feature Selection. MCS Petr Somol, Jirí Grim, Pavel Pudil
2008	—	`conf`	Are Better Feature Selection Methods Actually Better? - Discussion, Reasoning and Examples. HEALTHINF (1) Petr Somol, Jana Novovicová, Pavel Pudil
2008	B	`conf`	Dynamic Oscillating Search algorithm for feature selection. ICPR Petr Somol, Jana Novovicová, Jirí Grim, Pavel Pudil
2008	—	`conf`	Evaluating the Stability of Feature Selectors That Optimize Feature Subset Cardinality. SSPR/SPR Petr Somol, Jana Novovicová
2008	—	`conf`	Facial expression recognition using angle-related information from facial meshes. EUSIPCO Nicholas Vretos, Vassilios Solachidis, Petr Somol, Ioannis Pitas
2008	B	`conf`	Structural poisson mixtures for classification of documents. ICPR Jirí Grim, Jana Novovicová, Petr Somol
2007	C	`conf`	Conditional Mutual Information Based Feature Selection for Classification Task. CIARP Jana Novovicová, Petr Somol, Michal Haindl, Pavel Pudil
2007	J	`jnl`	Notes on the evolution of feature selection methodology. Kybernetika Petr Somol, Jana Novovicová, Pavel Pudil
2006	—	`conf`	A Subspace Approach to Texture Modelling by Using Gaussian Mixtures. ICPR (2) Jirí Grim, Michal Haindl, Petr Somol, Pavel Pudil
2006	C	`conf`	Color Texture Segmentation by Decomposition of Gaussian Mixture Model. CIARP Jirí Grim, Petr Somol, Michal Haindl, Pavel Pudil
2006	C	`conf`	Feature Selection Based on Mutual Correlation. CIARP Michal Haindl, Petr Somol, Dimitrios Ververidis, Constantine Kotropoulos
2006	—	`conf`	Flexible-Hybrid Sequential Floating Search in Statistical Feature Selection. SSPR/SPR Petr Somol, Jana Novovicová, Pavel Pudil
2006	—	`conf`	Multi-Subset Selection for Keyword Extraction and Other Prototype Search Tasks Using Feature Selection Algorithms. ICPR (2) Petr Somol, Pavel Pudil
2006	C	`conf`	Oscillating Feature Subset Search Algorithm for Text Categorization. CIARP Jana Novovicová, Petr Somol, Pavel Pudil
2005	—	`conf`	Current Feature Selection Techniques in Statistical Pattern Recognition. CORES Pavel Pudil, Petr Somol
2005	J	`jnl`	Filter- versus wrapper-based feature selection for credit scoring. Int. J. Intell. Syst. Petr Somol, Bart Baesens, Pavel Pudil, Jan Vanthienen
2005	—	`conf`	Novel Path Search Algorithm for Image Stitching and Advanced Texture Tiling. WSCG (Full Papers) Petr Somol, Michal Haindl
2005	J	`jnl`	Probabilistic neural network playing and learning Tic-Tac-Toe. Pattern Recognit. Lett. Jirí Grim, Petr Somol, Pavel Pudil
2004	—	`conf`	A Gaussian Mixture-Based Colour Texture Model. ICPR (3) Michal Haindl, Jirí Grim, Petr Somol, Pavel Pudil, Mineichi Kudo
2004	J	`jnl`	Fast Branch & Bound Algorithms for Optimal Feature Selection. IEEE Trans. Pattern Anal. Mach. Intell. Petr Somol, Pavel Pudil, Josef Kittler
2004	—	`conf`	On Prediction Mechanisms in Fast Branch & Bound Algorithms. SSPR/SPR Petr Somol, Pavel Pudil, Jirí Grim
2002	—	`conf`	Boosting in Probabilistic Neural Networks. ICPR (2) Jirí Grim, Pavel Pudil, Petr Somol
2002	J	`jnl`	Feature selection toolbox software package. Pattern Recognit. Lett. Pavel Pudil, Jana Novovicová, Petr Somol
2002	J	`jnl`	Feature selection toolbox. Pattern Recognit. Petr Somol, Pavel Pudil
2002	J	`jnl`	Multiple Classifier Fusion in Probabilistic Neural Networks. Pattern Anal. Appl. Jirí Grim, Josef Kittler, Pavel Pudil, Petr Somol
2001	—	`conf`	Advances in Statistical Feature Selection. ICAPR Josef Kittler, Pavel Pudil, Petr Somol
2001	—	`conf`	Branch & Bound Algorithm with Partial Prediction for Use with Recursive and Non-recursive Criterion Forms. ICAPR Petr Somol, Pavel Pudil, Jirí Grim
2001	—	`conf`	Feature Selection Toolbox as a Multi-Purpose Tool in Pattern Recognition. PRIS Petr Somol, Pavel Pudil
2001	—	`conf`	Information Analysis of Multiple Classifier Fusion. Multiple Classifier Systems Jirí Grim, Josef Kittler, Pavel Pudil, Petr Somol
2000	—	`conf`	Combining Multiple Classifiers in Probabilistic Neural Networks. Multiple Classifier Systems Jirí Grim, Josef Kittler, Pavel Pudil, Petr Somol
2000	—	`conf`	Comparison of Classifier-Specific Feature Selection Algorithms. SSPR/SPR Mineichi Kudo, Petr Somol, Pavel Pudil, Masaru Shimbo, Jack Sklansky
2000	—	`conf`	Improving Statistical Measures of Feature Subsets by Conventional and Evolutionary Approaches. SSPR/SPR Helmut A. Mayer, Petr Somol, Reinhold Huber, Pavel Pudil
2000	B	`conf`	Multivariate Structural Bernoulli Mixtures for Recognition of Handwritten Numerals. ICPR Jirí Grim, Pavel Pudil, Petr Somol
2000	B	`conf`	Oscillating Search Algorithms for Feature Selection. ICPR Petr Somol, Pavel Pudil
2000	J	`jnl`	Road sign classification using Laplace kernel classifier. Pattern Recognit. Lett. Pavel Paclík, Jana Novovicová, Pavel Pudil, Petr Somol
1999	J	`jnl`	Adaptive floating search methods in feature selection. Pattern Recognit. Lett. Petr Somol, Pavel Pudil, Jana Novovicová, Pavel Paclík
1998	J	`jnl`	Conceptual base of feature selection consulting system. Kybernetika Pavel Pudil, Jana Novovicová, Petr Somol, Radek Vrnata
1998	—	`conf`	Feature Selection Expert - User Oriented Approach: Methodology and Concept of the System. SSPR/SPR Pavel Pudil, Jana Novovicová, Petr Somol, Radek Vrnata
1998	B	`conf`	Initializing normal mixtures of densities. ICPR Jirí Grim, Jana Novovicová, Pavel Pudil, Petr Somol, Francesc J. Ferri