Roman B. Sergienko

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 8

Top Venues

ICINCO (1)

ICINCO (2)

IEEE Congress on Evolutionary Computation

IWSDS

University of Ulm, Germany (PHD)

Education History

University of Ulm, Germany

PHD

Publications

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) (2022)
Vadim Tynchenko, Sergei Kurashkin, Valeria V. Tynchenko, Vladimir Bukhtoyarov, Vladislav V. Kukartsev, Roman B. Sergienko, Sergei V. Tynchenko, Kirill Bashmur
Software to Predict the Process Parameters of Electron Beam Welding. IEEE Access 9 (2021)
Roman B. Sergienko, Iuliia Kamshilova, Eugene Semenkin, Alexander Schmitt
Weighted Voting of Different Term Weighting Methods for Natural Language Call Routing. ICINCO (1) (2016)
Roman B. Sergienko, Muhammad Shan, Wolfgang Minker
A Comparative Study of Text Preprocessing Approaches for Topic Detection of User Utterances. LREC (2016)
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)
Roman B. Sergienko, Elena Loseva
Speaker State Recognition: Feature Selection Method based on Self-adjusting Multi-criteria Evolutionary Algorithms. ICINCO (1) (2016)
Roman B. Sergienko, Muhammad Shan, Alexander Schmitt
A Comparative Study of Text Preprocessing Techniques for Natural Language Call Routing. IWSDS (2016)
Anastasiia Spirina, Maxim Sidorov, Roman B. Sergienko, Alexander Schmitt
First Experiments on Interaction Quality Modelling for Human-Human Conversation. ICINCO (2) (2016)
Roman B. Sergienko, Alexander Schmitt
Verbal intelligence identification based on text classification. INTERSPEECH (2015)
Roman B. Sergienko, Oleg Akhtiamov, Eugene Semenkin, Alexander Schmitt
A Novel Approach to Neural Network Design for Natural Language Call Routing. ICINCO (1) (2015)
Roman B. Sergienko, Tatiana Gasanova, Eugene Semenkin, Wolfgang Minker
Collectives of Term Weighting Methods for Natural Language Call Routing. ICINCO (Selected Papers) (2014)
Tatiana Gasanova, Roman B. Sergienko, Shakhnaz Akhmedova, Eugene Semenkin, Wolfgang Minker
Opinion Mining and Topic Categorization with Novel Term Weighting. WASSA@ACL (2014)
Tatiana Gasanova, Roman B. Sergienko, Eugene Semenkin, Wolfgang Minker
Dimension Reduction with Coevolutionary Genetic Algorithm for Text Classification. ICINCO (1) (2014)
Shakhnaz Akhmedova, Eugene Semenkin, Roman B. Sergienko
Automatically Generated Classifiers for Opinion Mining with Different Term Weighting Schemes. ICINCO (2) (2014)
Roman B. Sergienko, Tatiana Gasanova, Eugene Semenkin, Wolfgang Minker
Text Categorization Methods Application for Natural Language Call Routing. ICINCO (2) (2014)
Roman B. Sergienko, Eugene Semenkin
Michigan and Pittsburgh methods combination for fuzzy classifier design with coevolutionary algorithm. IEEE Congress on Evolutionary Computation (2013)
Tatiana Gasanova, Eugene Zhukov, Roman B. Sergienko, Eugene Semenkin, Wolfgang Minker
A Semi-supervised Approach for Natural Language Call Routing. SIGDIAL Conference (2013)
Roman B. Sergienko, Eugene Semenkin
Multistep Fuzzy Classifier Design with Self-tuning Coevolutionary Algorithm. ICINCO (1) (2013)
Roman B. Sergienko, Eugene Semenkin
Multistep Fuzzy Classifier Forming with Cooperative-Competitive Coevolutionary Algorithm. ICSI (1) (2012)
Roman B. Sergienko, Eugene Semenkin
Competitive cooperation for strategy adaptation in coevolutionary genetic algorithm for constrained optimization. IEEE Congress on Evolutionary Computation (2010)

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Publication Activity (10 Years)

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Roman B. Sergienko