Elena P. Sapozhnikova

17 papers B 4Journal 5Unranked 8

Year	Rank	Type	Title / 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