Iakov Korovin

Orcid: 0000-0001-5192-8835

According to our database1, Iakov Korovin authored at least 40 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Neurodynamic approaches for multi-agent distributed optimization.
Neural Networks, January, 2024

Distributed adaptive neural network consensus control of fractional-order multi-agent systems with unknown control directions.
Inf. Sci., January, 2024

A game theory based optimal allocation strategy for defense resources of smart grid under cyber-attack.
Inf. Sci., January, 2024

2023
A Data-Driven Rutting Depth Short-Time Prediction Model with Metaheuristic Optimization for Asphalt Pavements Based on RIOHTrack.
IEEE CAA J. Autom. Sinica, October, 2023

Approximating Nash equilibrium for anti-UAV jamming Markov game using a novel event-triggered multi-agent reinforcement learning.
Neural Networks, April, 2023

2022
Multi-agent based optimal equilibrium selection with resilience constraints for traffic flow.
Neural Networks, 2022

Boundary consensus control strategies for fractional-order multi-agent systems with reaction-diffusion terms.
Inf. Sci., 2022

2021
HMS-OS: Improving the Human Mental Search Optimisation Algorithm by Grouping in both Search and Objective Space.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

MCS-HMS: A Multi-Cluster Selection Strategy for the Human Mental Search Algorithm.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

An Enhanced Differential Evolution Algorithm Using a Novel Clustering-based Mutation Operator.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

RDE-OP: A Region-Based Differential Evolution Algorithm Incorporation Opposition-Based Learning for Optimising the Learning Process of Multi-layer Neural Networks.
Proceedings of the Applications of Evolutionary Computation, 2021

2020
Colour Quantisation by Human Mental Search.
Proceedings of the Advances in Swarm Intelligence - 11th International Conference, 2020

A Novel Image Segmentation Based on Clustering and Population-Based Optimisation.
Proceedings of the Advances in Swarm Intelligence - 11th International Conference, 2020

Imbalanced Ensemble Learning for Enhanced Pulsar Identification.
Proceedings of the Advances in Swarm Intelligence - 11th International Conference, 2020

Colour Image Denoising using Curvelets and Scale Dependent Shrinkage.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

An Effective Approach for Neural Network Training Based on Comprehensive Learning.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

High-dimensional multi-level maximum variance threshold selection for image segmentation: a benchmark of recent population-based metaheuristic algorithms.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

High-dimensional multi-level image thresholding using self-organizing migrating algorithm.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Colour quantisation using self-organizing migrating algorithm.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Effective image clustering using self-organizing migrating algorithm.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

A benchmark of recent population-based metaheuristic algorithms for multi-layer neural network training.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

The Improvement of the Stylometry-Based Cognitive Assistant Performance in Conditions of Big Data Analysis.
Proceedings of the Applied Informatics and Cybernetics in Intelligent Systems, 2020

Human Pose Estimation Applying ANN While RGB-D Cameras Video Handling.
Proceedings of the Artificial Intelligence and Bioinspired Computational Methods, 2020

On Improvements of the Human Mental Search Algorithm for Global Optimisation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
A Global-Best Guided Human Mental Search Algorithm with Random Clustering Strategy.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

An Effective Hybrid Approach for Optimising the Learning Process of Multi-layer Neural Networks.
Proceedings of the Advances in Neural Networks - ISNN 2019, 2019

The Fog-Computing Based Reliability Enhancement in the Robot Swarm.
Proceedings of the Interactive Collaborative Robotics - 4th International Conference, 2019

Obtaining a noise-free image based on an analysis of an unstabilized video sequence under conditions of a probable optical flow failure.
Proceedings of the Twelfth International Conference on Machine Vision, 2019

Methods of Neural Network Analysis of Oilfield Data.
Proceedings of the 2019 5th International Conference on Computing and Artificial Intelligence, 2019

The Method of Organizing a Service-oriented User Interface for Multi-agent Information and Control Systems.
Proceedings of the ICBRA '19: 6th International Conference on Bioinformatics Research and Applications, 2019

Explaining Neural Network Output Using Evolutionary Calculations.
Proceedings of the EBEE 2019: International Conference on E-Business and E-commerce Engineering, 2019

A Cognitive Assistant Functional Model and Architecture for the Social Media Victim Behavior Prevention.
Proceedings of the Artificial Intelligence Methods in Intelligent Algorithms, 2019

2018
Improvement of a Video Sequence Singular Image.
Proceedings of the 2nd International Conference on Advances in Artificial Intelligence, 2018

A Basic Algorithm of a Target Environment Analyzer.
Proceedings of the 2nd International Conference on Advances in Artificial Intelligence, 2018

2017
Improving Dependability of Reconfigurable Robotic Control System.
Proceedings of the Interactive Collaborative Robotics - Second International Conference, 2017

2016
Credibility investigation of newsworthy tweets using a visualising Petri net model.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Classifying HEp-2 cells in immunofluorescence images using multiple kernel learning.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Historic handwritten manuscript binarisation using whale optimisation.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

A Recovery Method for the Robotic Decentralized Control System with Performance Redundancy.
Proceedings of the Interactive Collaborative Robotics - First International Conference, 2016

Decentralized Approach to Control of Robot Groups During Execution of the Task Flow.
Proceedings of the Interactive Collaborative Robotics - First International Conference, 2016


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