Elena P. Sapozhnikova

According to our database, Elena P. Sapozhnikova authored at least 17 papers between 1999 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Optimising PID Control with Residual Policy Reinforcement Learning.

Andrew Hynes, Elena P. Sapozhnikova, Ivana Dusparic

Proceedings of The 28th Irish Conference on Artificial Intelligence and Cognitive Science, 2020

2017

Improving scalability of ART neural networks.

Fernando Benites, Elena P. Sapozhnikova

Neurocomputing, 2017

2015

Hierarchical interestingness measures for association rules with generalization on both antecedent and consequent sides.

Fernando Benites, Elena P. Sapozhnikova

Pattern Recognit. Lett., 2015

Improving Multi-Label Classification by Means of Cross-Ontology Association Rules.

Fernando Benites, Elena P. Sapozhnikova

Proceedings of the LWA 2015 Workshops: KDML, 2015

HARAM: A Hierarchical ARAM Neural Network for Large-Scale Text Classification.

Fernando Benites, Elena P. Sapozhnikova

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014

Evaluation of Hierarchical Interestingness Measures for Mining Pairwise Generalized Association Rules.

Fernando Benites, Elena P. Sapozhnikova

IEEE Trans. Knowl. Data Eng., 2014

Using Semantic Data Mining for Classification Improvement and Knowledge Extraction.

Fernando Benites, Elena P. Sapozhnikova

Proceedings of the 16th LWA Workshops: KDML, 2014

2013

Generalized Association Rules for Connecting Biological Ontologies.

Fernando Benites, Elena P. Sapozhnikova

Proceedings of the BIOINFORMATICS 2013 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Barcelona, Spain, 11, 2013

2011

Multi-label classification and extracting predicted class hierarchies.

Florian Brucker, Fernando Benites, Elena P. Sapozhnikova

Pattern Recognit., 2011

An Empirical Comparison of Flat and Hierarchical Performance Measures for Multi-Label Classification with Hierarchy Extraction.

Florian Brucker, Fernando Benites, Elena P. Sapozhnikova

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011

2010

Multi-label classification by ART-based neural networks and hierarchy extraction.

Fernando Benites, Florian Brucker, Elena P. Sapozhnikova

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Multi-label Classification with ART Neural Networks.

Elena P. Sapozhnikova

Proceedings of the Second International Workshop on Knowledge Discovery and Data Mining, 2009

ART-Based Neural Networks for Multi-label Classification.

Elena P. Sapozhnikova

Proceedings of the Advances in Intelligent Data Analysis VIII, 2009

2003

AFC: ART-Based Fuzzy Classifier.

Elena P. Sapozhnikova, Wolfgang Rosenstiel

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

2000

Error Classification and Yield Prediction of Chips in Semiconductor Industry Applications.

L. Ludwig, Elena P. Sapozhnikova, V. P. Lunin, Wolfgang Rosenstiel

Neural Comput. Appl., 2000

A Modified Search Procedure for the Art Neural Networks.

Elena P. Sapozhnikova, V. P. Lunin

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999

The use of dARTMAP and fuzzy ARTMAP to solve the quality testing task in semiconductor industry.

Elena P. Sapozhnikova, V. P. Lunin, L. Ludwig, Wolfgang Rosenstiel

Proceedings of the Third International Conference on Knowledge-Based Intelligent Information Engineering Systems, 1999