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 (KES, 1999)

A Modified Search Procedure for the Art Neural Networks. - Elena P. Sapozhnikova; V. P. Lunin (IJCNN (5), 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)

AFC: ART-Based Fuzzy Classifier. - Elena P. Sapozhnikova; Wolfgang Rosenstiel (KES, 2003)

ART-Based Neural Networks for Multi-label Classification. - Elena P. Sapozhnikova (IDA, 2009)

Multi-label Classification with ART Neural Networks. - Elena P. Sapozhnikova (WKDD, 2009)

Multi-label classification by ART-based neural networks and hierarchy extraction. - Fernando Benites; Florian Brucker; Elena P. Sapozhnikova (IJCNN, 2010)

An Empirical Comparison of Flat and Hierarchical Performance Measures for Multi-Label Classification with Hierarchy Extraction. - Florian Brucker; Fernando Benites; Elena P. Sapozhnikova (KES (1), 2011)

Multi-label classification and extracting predicted class hierarchies. - Florian Brucker; Fernando Benites; Elena P. Sapozhnikova (Pattern Recognit., 2011)

Generalized Association Rules for Connecting Biological Ontologies. - Fernando Benites; Elena P. Sapozhnikova (BIOINFORMATICS, 2013)

Using Semantic Data Mining for Classification Improvement and Knowledge Extraction. - Fernando Benites; Elena P. Sapozhnikova (LWA, 2014)

Evaluation of Hierarchical Interestingness Measures for Mining Pairwise Generalized Association Rules. - Fernando Benites; Elena P. Sapozhnikova (IEEE Trans. Knowl. Data Eng., 2014)

HARAM: A Hierarchical ARAM Neural Network for Large-Scale Text Classification. - Fernando Benites; Elena P. Sapozhnikova (ICDM Workshops, 2015)

Improving Multi-Label Classification by Means of Cross-Ontology Association Rules. - Fernando Benites; Elena P. Sapozhnikova (LWA, 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 scalability of ART neural networks. - Fernando Benites; Elena P. Sapozhnikova (Neurocomputing, 2017)

Optimising PID Control with Residual Policy Reinforcement Learning. - Andrew Hynes; Elena P. Sapozhnikova; Ivana Dusparic (AICS, 2020)