Roman B. Sergienko

According to our database, Roman B. Sergienko authored at least 21 papers between 2010 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

The Orb-Weaving Spider Algorithm for Training of Recurrent Neural Networks.

Anton Mikhalev, Vadim Tynchenko, Vladimir A. Nelyub, Nina M. Lugovaya, Vladimir A. Baranov, Vladislav V. Kukartsev, Roman B. Sergienko, Sergei Kurashkin

Symmetry, 2022

2021

Software to Predict the Process Parameters of Electron Beam Welding.

Vadim Tynchenko, Sergei Kurashkin, Valeria V. Tynchenko, Vladimir Viktorovich Bukhtoyarov, Vladislav V. Kukartsev, Roman B. Sergienko, Sergei V. Tynchenko, Kirill Aleksandrovich Bashmur

IEEE Access, 2021

2016

Text classification for spoken dialogue systems.

Roman B. Sergienko

PhD thesis, 2016

A Comparative Study of Text Preprocessing Approaches for Topic Detection of User Utterances.

Roman B. Sergienko, Muhammad Shan, Wolfgang Minker

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

A Comparative Study of Text Preprocessing Techniques for Natural Language Call Routing.

Roman B. Sergienko, Muhammad Shan, Alexander Schmitt

Proceedings of the Dialogues with Social Robots, 2016

First Experiments on Interaction Quality Modelling for Human-Human Conversation.

Anastasiia Spirina, Maxim Sidorov, Roman B. Sergienko, Alexander Schmitt

Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2016), 2016

Speaker State Recognition: Feature Selection Method based on Self-adjusting Multi-criteria Evolutionary Algorithms.

Roman B. Sergienko, Elena Loseva

Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2016), 2016

Weighted Voting of Different Term Weighting Methods for Natural Language Call Routing.

Roman B. Sergienko, Iuliia Kamshilova, Eugene Semenkin, Alexander Schmitt

Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2016), 2016

An Approach to Off-talk Detection based on Text Classification within an Automatic Spoken Dialogue System.

Oleg Akhtiamov, Roman B. Sergienko, Wolfgang Minker

Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2016), 2016

2015

Verbal intelligence identification based on text classification.

Roman B. Sergienko, Alexander Schmitt

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

A Novel Approach to Neural Network Design for Natural Language Call Routing.

Roman B. Sergienko, Oleg Akhtiamov, Eugene Semenkin, Alexander Schmitt

Proceedings of the ICINCO 2015, 2015

2014

Opinion Mining and Topic Categorization with Novel Term Weighting.

Tatiana Gasanova, Roman B. Sergienko, Shakhnaz Akhmedova, Eugene Semenkin, Wolfgang Minker

Proceedings of the 5th Workshop on Computational Approaches to Subjectivity, 2014

Collectives of Term Weighting Methods for Natural Language Call Routing.

Roman B. Sergienko, Tatiana Gasanova, Eugene Semenkin, Wolfgang Minker

Proceedings of the Informatics in Control, Automation and Robotics, 2014

Text Categorization Methods Application for Natural Language Call Routing.

Roman B. Sergienko, Tatiana Gasanova, Eugene Semenkin, Wolfgang Minker

Proceedings of the ICINCO 2014 - Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics, Volume 2, Vienna, Austria, 1, 2014

Dimension Reduction with Coevolutionary Genetic Algorithm for Text Classification.

Tatiana Gasanova, Roman B. Sergienko, Eugene Semenkin, Wolfgang Minker

Proceedings of the ICINCO 2014 - Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Vienna, Austria, 1, 2014

Automatically Generated Classifiers for Opinion Mining with Different Term Weighting Schemes.

Shakhnaz Akhmedova, Eugene Semenkin, Roman B. Sergienko

Proceedings of the ICINCO 2014 - Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics, Volume 2, Vienna, Austria, 1, 2014

2013

A Semi-supervised Approach for Natural Language Call Routing.

Tatiana Gasanova, Eugene Zhukov, Roman B. Sergienko, Eugene Semenkin, Wolfgang Minker

Proceedings of the SIGDIAL 2013 Conference, 2013

Multistep Fuzzy Classifier Design with Self-tuning Coevolutionary Algorithm.

Roman B. Sergienko, Eugene Semenkin

Proceedings of the ICINCO 2013 - Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Reykjavík, Iceland, 29, 2013

Michigan and Pittsburgh methods combination for fuzzy classifier design with coevolutionary algorithm.

Roman B. Sergienko, Eugene Semenkin

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

Multistep Fuzzy Classifier Forming with Cooperative-Competitive Coevolutionary Algorithm.

Roman B. Sergienko, Eugene Semenkin

Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012

2010

Competitive cooperation for strategy adaptation in coevolutionary genetic algorithm for constrained optimization.

Roman B. Sergienko, Eugene Semenkin

Proceedings of the IEEE Congress on Evolutionary Computation, 2010