Elena P. Sapozhnikova

17 papers B 4Journal 5Unranked 8
YearRankTypeTitle / Venue / Authors
2020 — conf
Optimising PID Control with Residual Policy Reinforcement Learning.
AICS
Andrew Hynes, Elena P. Sapozhnikova, Ivana Dusparic
2017 J jnl
Improving scalability of ART neural networks.
Neurocomputing
Fernando Benites, Elena P. Sapozhnikova
2015 — conf
HARAM: A Hierarchical ARAM Neural Network for Large-Scale Text Classification.
ICDM Workshops
Fernando Benites, Elena P. Sapozhnikova
2015 J jnl
Hierarchical interestingness measures for association rules with generalization on both antecedent and consequent sides.
Pattern Recognit. Lett.
Fernando Benites, Elena P. Sapozhnikova
2015 — conf
Improving Multi-Label Classification by Means of Cross-Ontology Association Rules.
LWA
Fernando Benites, Elena P. Sapozhnikova
2014 J jnl
Evaluation of Hierarchical Interestingness Measures for Mining Pairwise Generalized Association Rules.
IEEE Trans. Knowl. Data Eng.
Fernando Benites, Elena P. Sapozhnikova
2014 — conf
Using Semantic Data Mining for Classification Improvement and Knowledge Extraction.
LWA
Fernando Benites, Elena P. Sapozhnikova
2013 — conf
Generalized Association Rules for Connecting Biological Ontologies.
BIOINFORMATICS
Fernando Benites, Elena P. Sapozhnikova
2011 — conf
An Empirical Comparison of Flat and Hierarchical Performance Measures for Multi-Label Classification with Hierarchy Extraction.
KES (1)
Florian Brucker, Fernando Benites, Elena P. Sapozhnikova
2011 J jnl
Multi-label classification and extracting predicted class hierarchies.
Pattern Recognit.
Florian Brucker, Fernando Benites, Elena P. Sapozhnikova
2010 B conf
Multi-label classification by ART-based neural networks and hierarchy extraction.
IJCNN
Fernando Benites, Florian Brucker, Elena P. Sapozhnikova
2009 B conf
ART-Based Neural Networks for Multi-label Classification.
IDA
Elena P. Sapozhnikova
2009 — conf
Multi-label Classification with ART Neural Networks.
WKDD
Elena P. Sapozhnikova
2003 B conf
AFC: ART-Based Fuzzy Classifier.
KES
Elena P. Sapozhnikova, Wolfgang Rosenstiel
2000 — conf
A Modified Search Procedure for the Art Neural Networks.
IJCNN (5)
Elena P. Sapozhnikova, V. P. Lunin
2000 J jnl
Error Classification and Yield Prediction of Chips in Semiconductor Industry Applications.
Neural Comput. Appl.
L. Ludwig, Elena P. Sapozhnikova, V. P. Lunin, Wolfgang Rosenstiel
1999 B conf
The use of dARTMAP and fuzzy ARTMAP to solve the quality testing task in semiconductor industry.
KES
Elena P. Sapozhnikova, V. P. Lunin, L. Ludwig, Wolfgang Rosenstiel