[PDF][PDF] Multi-objective heuristic feature selection for speech-based multilingual emotion recognition

C Brester, E Semenkin, M Sidorov - Journal of Artificial Intelligence and …, 2016 - sciendo.com
If conventional feature selection methods do not show sufficient effectiveness, alternative
algorithmic schemes might be used. In this paper we propose an evolutionary feature …

Evolutionary feature selection for emotion recognition in multilingual speech analysis

C Brester, E Semenkin, I Kovalev… - 2015 IEEE Congress …, 2015 - ieeexplore.ieee.org
In the case when conventional feature selection methods do not demonstrate sufficient
performance, alternative algorithmic schemes might be applied. In this paper we propose an …

A study of fuzzy logic ensemble system performance on face recognition problem

A Polyakova, L Lipinskiy - IOP Conference Series: Materials …, 2017 - iopscience.iop.org
Some problems are difficult to solve by using a single intelligent information technology (IIT).
The ensemble of the various data mining (DM) techniques is a set of models which are able …

О применении эволюционных алгоритмов для настройки нейронной сети при решении задачи распознавания эмоций

ДВ Федотов, МЮ Сидоров - Актуальные проблемы авиации и …, 2016 - cyberleninka.ru
Создание системы распознавания эмоций может повысить качество систем человеко-
машинного взаимодействия. Такие системы могут найти применение при контроле …

Эффективная процедура аутентификации студента по речи в дистанционном образовании

КЮ Брестер, СР Вишневская… - Сибирский …, 2014 - cyberleninka.ru
В настоящее время на базе практически каждого университета студентам
предоставляется возможность получения заочного образования, кроме того, ведутся …

Robust and reliable techniques for speech-based emotion recognition

CY Brester, OE Semenkina… - Сибирский …, 2015 - cyberleninka.ru
One of the crucial challenges related to the spacecraft control is the monitoring of the mental
state of crew members as well as operators of the flight control centre. In most cases, visual …

Algorithmic Study of Gibbs Sampling Selection Based on Information Criterion

S Shang, Y Liu, R Wang, R Cao - 2023 IEEE 2nd International …, 2023 - ieeexplore.ieee.org
Feature selection is a key research direction in the current big data era, which can effectively
reduce the dimension of data, simplify the time of model training and improve the prediction …

[PDF][PDF] Применение интеллектуальных информационных технологий в маркетинге

ВН Безлепкина - Актуальные проблемы экономической …, 2013 - docspace.kubsu.ru
Применение интеллектуальных информационных технологий в маркетинге Page 146
146 УДК 004.8: 339.138 ВН Безлепкина ПРИМЕНЕНИЕ ИНТЕЛЛЕКТУАЛЬНЫХ …

[PDF][PDF] Speaker-Independent Emotion Recognition for Interstate Measuring of User Based on Separation and Rejection

BS Kim, EH Kim - International Journal of Machine Learning and …, 2018 - ijmlc.org
The purpose of this paper is to develop a speakerindependent emotion recognition system
for emotional interaction between humans and robots. Recognizing human emotion from …

A multi-objective evolutionary algorithm-based soft computing model for educational data mining: A distance learning experience

CJ Tan, TY Lim, CW Bong, TK Liew - Asian Association of Open …, 2017 - emerald.com
Purpose The purpose of this paper is to propose a soft computing model based on multi-
objective evolutionary algorithm (MOEA), namely, modified micro genetic algorithm (MmGA) …