Faculty of Computer Science

RNDr. CSc. Katerina Schindlerova, Privatdoz.

Katerina Schindlerova
Research Group Data Mining and Machine Learning
Währinger Straße 29
1090 Wien
Room : 3.43
T: +43-1-4277-79523
katerina.schindlerova(at)univie.ac.at
Personal homepage
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Courses

Publications

Mutual Information Estimation in Higher Dimensions: A Speed-Up of a k-Nearest Neighbor Based Estimator. / Hlavackova-Schindler, Katerina; Vejmelka, Martin.
Proceedings of International Conference on Adaptive and Natural Computing Algorithms (ICANNGA): Adaptive and Natural Computing Algorithms. Springer, 2007. p. 790-797.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

doi.org/10.1007/978-3-540-71618-1_88

Neural Network Modelling of Constrained Spatial Information Flows: Design, Estimation, and Performance Issues. / Hlavackova-Schindler, Katerina; Reismann, Martin.
Spatial Analysis and GeoComputation. Springer, 2006. p. 241-268.

Publications: Contribution to book › Chapter › Peer Reviewed

doi.org/10.1007%2F3-540-35730-0_12

Spatial interaction modelling: Neural network methods and global optimization. / Hlavackova-Schindler, Katerina; Fischer, Manfred.
Evolving Cities: Geocomputation In Territorial Planning. ed. / Lidia Diappi. Aldershot: Ashgate, 2004. (Urban and regional planning and development series).

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

doi.org/http://dl.acm.org/citation.cfm?id=1215252

Bounds on the complexity of neural-network models and comparison with linear methods. / Hlavackova-Schindler, Katerina; Sanguineti, Marcello.
In: International Journal of Adaptive Control and Signal Processing, Vol. 17, 2003, p. 179-194.

Publications: Contribution to journal › Article › Peer Reviewed

An Incremental Algorithm for Parallel Training of the Size and the Weights in a Feedforward Neural Network. / Hlavackova-Schindler, Katerina; Fischer, Manfred.
In: Neural Processing Letters, Vol. 11, No. 2, 2000.

Publications: Contribution to journal › Article › Peer Reviewed

doi.org/10.1023/A:1009640416018

Representations and rates of approximation of real-valued Boolean functions by neural networks. / Hlavackova-Schindler, Katerina; Kurkova, Vera ; Savicky, Petr.
In: Neural Networks, 1998, p. 651-659.

Publications: Contribution to journal › Article › Peer Reviewed

doi.org/10.1016/S0893-6080(98)00039-2

Approximation Using Cubic B-Splines with Improved Training Speed and Accuracy. / Hlavackova-Schindler, Katerina; Mason, Julian ; Warwick, Kevin.
Computer-Intensive Methods in Control and Signal Processing. Birkhäuser, 1997.

Publications: Contribution to book › Chapter › Peer Reviewed

Placing spline knots in neural networks using splines as activation functions. / Hlavackova-Schindler, Katerina; Verleysen, Michel.
In: Neurocomputing, Vol. 17, 1997, p. 159-166.

Publications: Contribution to journal › Article › Peer Reviewed

31 - 38 out of 38

Projects

Learning Synchronization Patterns in Neural Signal

Plant, C. (Project Lead) & Schindlerova, K. (Co-Lead)

1/10/21 → 30/09/24

Project: Research funding

Talks

Granger causality for ill-posed problems

Schindlerova, K. (Speaker)

23 May 2014

Activity: Talks and presentations › Talk or oral contribution › Other

Info

News:

If you are interested in collaboration on causal inference (PhD, master or other), please contact me directly.

Hours:

by appointment;

If you are interested in collaboration on causal inference (PhD, master or other), please contact me directly.

Comment:

If you are interested in collaboration on causal inference (PhD, master or other), please contact me directly.