Causality detection based on information-theoretic approaches in time series analysis K Hlaváčková-Schindler, M Paluš, M Vejmelka, J Bhattacharya Physics Reports 441 (1), 1-46, 2007 | 911 | 2007 |
Equivalence of Granger causality and transfer entropy: A generalization K Hlaváčková-Schindler Applied Mathematical Sciences 5 (73), 3637-3648, 2011 | 92 | 2011 |
Representations and rates of approximation of real-valued boolean functions by neural networks V Kůrková, P Savický, K Hlaváčková Neural Networks 11 (4), 651-659, 1998 | 79 | 1998 |
Radial basis function networks K Hlaváčková, R Neruda Neural Network World 1 (93), 93-102, 1993 | 52 | 1993 |
An optimized RBF network for approximation of functions M Verleysen, K Hlaváčková | 46 | 1994 |
A global search procedure for parameter estimation in neural spatial interaction modelling MM Fischer, K Hlaváčková‐Schindler, M Reismann Papers in Regional Science 78 (2), 119-134, 1999 | 39 | 1999 |
Computer aided classification of ceramics: Achievements and problems S Adler, K., Kampel, M., Kastler, K., Penz, M., Sablatnig, R., Hlaváčková ... 6th International Workshop on Archaeology and Computers, 2001 | 34 | 2001 |
Neural network modeling of constrained spatial interaction flows: Design, estimation, and performance issues MM Fischer, M Reismann, K Hlaváčková–Schindler Journal of Regional Science 43 (1), 35-61, 2003 | 28 | 2003 |
Fitting of a closed planar curve representing a profile of an archaeological fragment K Hlaváčková-Schindler, M Kampel, R Sablatnig VAST '01: Proceedings of the 2001 Conference on Virtual Reality, Archeology …, 2001 | 23 | 2001 |
Fitting of a closed planar curve representing a profile of an archaeological fragment K Hlaváčková-Schindler, M Kampel, R Sablatnig Proceedings of the 2001 Conference on virtual reality, archeology, and …, 2001 | 23 | 2001 |
Mutual information estimation in higher dimensions: A speed-up of a k-nearest neighbor based estimator M Vejmelka, K Hlaváčková-Schindler International Conference on Adaptive and Natural Computing Algorithms, 790-797, 2007 | 20 | 2007 |
Learning in RBF networks M Verleysen, K Hlaváčková-Schindler International Conference on Neural Networks, 199-204, 1996 | 19 | 1996 |
An upper estimate of the error of approximation of continuous multivariable functions by KBF networks K Hlavácková European Symposium on Artificial Neural Networks (ESANN), 1995 | 12 | 1995 |
Granger Lasso Causal Models in Higher Dimensions-Application to Gene Expression Regulatory Networks H Bouzari, K Hlaváčková-Schindler ECML/PKDD 2013 Workshop Scalable Decision Making (SCALE), 2013 | 11* | 2013 |
Granger lasso causal models in higher dimensions-application to gene expression regulatory networks K Hlaváčková-Schindler, H Bouzari ECML/PKDD 2013 workshop scalable decision making: uncertainty, imperfection …, 2013 | 11 | 2013 |
An incremental algorithm for parallel training of the size and the weights in a feedforward neural network K Hlaváčková-Schindler, K Hlaváčková-Schindler, MM Fischer Neural Processing Letters 11, 131-138, 2000 | 11 | 2000 |
Parameter estimation in neural spatial interaction modelling by a derivative free global optimization method MM Fischer, M Reismann, K Hlaváčková-Schindler Proceedings of the IV International Conference on Geocomputation …, 1999 | 11 | 1999 |
Heterogeneous graphical Granger causality by minimum message length K Hlaváčková-Schindler, C Plant Entropy 22 (12), 1400, 2020 | 10 | 2020 |
Granger causality for heterogeneous processes S Behzadi, K Hlaváčková-Schindler, C Plant Advances in Knowledge Discovery and Data Mining: 23rd Pacific-Asia …, 2019 | 10 | 2019 |
Lasso Granger causal models: Some strategies and their efficiency for gene expression regulatory networks K Hlaváčková-Schindler, S Pereverzyev Decision Making: Uncertainty, Imperfection, Deliberation and Scalability, 91-117, 2015 | 9 | 2015 |