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ORCIDRoman B. Sergienko
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Books and Theses
- 2016
[b1]Roman B. Sergienko:
Text classification for spoken dialogue systems. University of Ulm, Germany, 2016
Journal Articles
- 2022
- [j2]Anton Mikhalev
, Vadim Tynchenko, Vladimir A. Nelyub, Nina M. Lugovaya, Vladimir A. Baranov, Vladislav V. Kukartsev, Roman B. Sergienko, Sergei Kurashkin:
The Orb-Weaving Spider Algorithm for Training of Recurrent Neural Networks. Symmetry 14(10): 2036 (2022) - 2021
- [j1]Vadim Tynchenko, Sergei Kurashkin, Valeria V. Tynchenko, Vladimir Viktorovich Bukhtoyarov, Vladislav V. Kukartsev, Roman B. Sergienko, Sergei V. Tynchenko, Kirill Aleksandrovich Bashmur:
Software to Predict the Process Parameters of Electron Beam Welding. IEEE Access 9: 92483-92499 (2021)
Conference and Workshop Papers
- 2016
- [c18]Roman B. Sergienko, Iuliia Kamshilova, Eugene Semenkin, Alexander Schmitt:
Weighted Voting of Different Term Weighting Methods for Natural Language Call Routing. ICINCO (1) 2016: 38-46 - [c17]Roman B. Sergienko, Elena Loseva:
Speaker State Recognition: Feature Selection Method based on Self-adjusting Multi-criteria Evolutionary Algorithms. ICINCO (1) 2016: 123-129 - [c16]Oleg Akhtiamov, Roman B. Sergienko, Wolfgang Minker:
An Approach to Off-talk Detection based on Text Classification within an Automatic Spoken Dialogue System. ICINCO (2) 2016: 288-293 - [c15]Anastasiia Spirina, Maxim Sidorov, Roman B. Sergienko, Alexander Schmitt:
First Experiments on Interaction Quality Modelling for Human-Human Conversation. ICINCO (2) 2016: 374-380 - [c14]Roman B. Sergienko, Muhammad Shan, Alexander Schmitt:
A Comparative Study of Text Preprocessing Techniques for Natural Language Call Routing. IWSDS 2016: 23-37 - [c13]Roman B. Sergienko, Muhammad Shan, Wolfgang Minker:
A Comparative Study of Text Preprocessing Approaches for Topic Detection of User Utterances. LREC 2016 - 2015
- [c12]Roman B. Sergienko, Oleg Akhtiamov, Eugene Semenkin, Alexander Schmitt:
A Novel Approach to Neural Network Design for Natural Language Call Routing. ICINCO (1) 2015: 102-109 - [c11]Roman B. Sergienko, Alexander Schmitt:
Verbal intelligence identification based on text classification. INTERSPEECH 2015: 2524-2528 - 2014
- [c10]Roman B. Sergienko, Tatiana Gasanova, Eugene Semenkin, Wolfgang Minker:
Collectives of Term Weighting Methods for Natural Language Call Routing. ICINCO (Selected Papers) 2014: 99-110 - [c9]Tatiana Gasanova, Roman B. Sergienko, Eugene Semenkin, Wolfgang Minker:
Dimension Reduction with Coevolutionary Genetic Algorithm for Text Classification. ICINCO (1) 2014: 215-222 - [c8]Roman B. Sergienko, Tatiana Gasanova, Eugene Semenkin, Wolfgang Minker:
Text Categorization Methods Application for Natural Language Call Routing. ICINCO (2) 2014: 827-831 - [c7]Shakhnaz Akhmedova, Eugene Semenkin, Roman B. Sergienko:
Automatically Generated Classifiers for Opinion Mining with Different Term Weighting Schemes. ICINCO (2) 2014: 845-850 - [c6]Tatiana Gasanova, Roman B. Sergienko, Shakhnaz Akhmedova, Eugene Semenkin, Wolfgang Minker:
Opinion Mining and Topic Categorization with Novel Term Weighting. WASSA@ACL 2014: 84-89 - 2013
- [c5]Roman B. Sergienko, Eugene Semenkin:
Michigan and Pittsburgh methods combination for fuzzy classifier design with coevolutionary algorithm. IEEE Congress on Evolutionary Computation 2013: 3252-3259 - [c4]Roman B. Sergienko, Eugene Semenkin:
Multistep Fuzzy Classifier Design with Self-tuning Coevolutionary Algorithm. ICINCO (1) 2013: 113-120 - [c3]Tatiana Gasanova, Eugene Zhukov, Roman B. Sergienko, Eugene Semenkin, Wolfgang Minker:
A Semi-supervised Approach for Natural Language Call Routing. SIGDIAL Conference 2013: 344-348 - 2012
- [c2]Roman B. Sergienko, Eugene Semenkin:
Multistep Fuzzy Classifier Forming with Cooperative-Competitive Coevolutionary Algorithm. ICSI (1) 2012: 452-459 - 2010
- [c1]Roman B. Sergienko, Eugene Semenkin:
Competitive cooperation for strategy adaptation in coevolutionary genetic algorithm for constrained optimization. IEEE Congress on Evolutionary Computation 2010: 1-6
Coauthor Index
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