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ORCIDElena P. Sapozhnikova
Person information
- affiliation: University Konstanz, Germany
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Journal Articles
- 2017
[j5]Fernando Benites
, Elena P. Sapozhnikova:
Improving scalability of ART neural networks. Neurocomputing 230: 219-229 (2017)- 2015
- [j4]Fernando Benites, Elena P. Sapozhnikova:
Hierarchical interestingness measures for association rules with generalization on both antecedent and consequent sides. Pattern Recognit. Lett. 65: 197-203 (2015) - 2014
- [j3]Fernando Benites, Elena P. Sapozhnikova:
Evaluation of Hierarchical Interestingness Measures for Mining Pairwise Generalized Association Rules. IEEE Trans. Knowl. Data Eng. 26(12): 3012-3025 (2014) - 2011
- [j2]Florian Brucker, Fernando Benites, Elena P. Sapozhnikova:
Multi-label classification and extracting predicted class hierarchies. Pattern Recognit. 44(3): 724-738 (2011) - 2000
- [j1]L. Ludwig, Elena P. Sapozhnikova, V. P. Lunin, Wolfgang Rosenstiel:
Error Classification and Yield Prediction of Chips in Semiconductor Industry Applications. Neural Comput. Appl. 9(3): 202-210 (2000)
Conference and Workshop Papers
- 2020
- [c12]Andrew Hynes, Elena P. Sapozhnikova, Ivana Dusparic:
Optimising PID Control with Residual Policy Reinforcement Learning. AICS 2020: 277-288 - 2015
- [c11]Fernando Benites, Elena P. Sapozhnikova:
HARAM: A Hierarchical ARAM Neural Network for Large-Scale Text Classification. ICDM Workshops 2015: 847-854 - [c10]Fernando Benites, Elena P. Sapozhnikova:
Improving Multi-Label Classification by Means of Cross-Ontology Association Rules. LWA 2015: 80-91 - 2014
- [c9]Fernando Benites, Elena P. Sapozhnikova:
Using Semantic Data Mining for Classification Improvement and Knowledge Extraction. LWA 2014: 150-155 - 2013
- [c8]Fernando Benites, Elena P. Sapozhnikova:
Generalized Association Rules for Connecting Biological Ontologies. BIOINFORMATICS 2013: 229-236 - 2011
- [c7]Florian Brucker, Fernando Benites, Elena P. Sapozhnikova:
An Empirical Comparison of Flat and Hierarchical Performance Measures for Multi-Label Classification with Hierarchy Extraction. KES (1) 2011: 579-589 - 2010
- [c6]Fernando Benites, Florian Brucker, Elena P. Sapozhnikova:
Multi-label classification by ART-based neural networks and hierarchy extraction. IJCNN 2010: 1-9 - 2009
- [c5]Elena P. Sapozhnikova:
ART-Based Neural Networks for Multi-label Classification. IDA 2009: 167-177 - [c4]Elena P. Sapozhnikova:
Multi-label Classification with ART Neural Networks. WKDD 2009: 144-147 - 2003
- [c3]Elena P. Sapozhnikova, Wolfgang Rosenstiel:
AFC: ART-Based Fuzzy Classifier. KES 2003: 30-36 - 2000
- [c2]Elena P. Sapozhnikova, V. P. Lunin:
A Modified Search Procedure for the Art Neural Networks. IJCNN (5) 2000: 541-546 - 1999
- [c1]Elena P. Sapozhnikova, V. P. Lunin, L. Ludwig, Wolfgang Rosenstiel:
The use of dARTMAP and fuzzy ARTMAP to solve the quality testing task in semiconductor industry. KES 1999: 361-364
Coauthor Index
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