Marek Kisiel-Dorohinicki

About Marek Kisiel-Dorohinicki

Marek Kisiel-Dorohinicki, With an exceptional h-index of 19 and a recent h-index of 9 (since 2020), a distinguished researcher at Akademia Górniczo-Hutnicza, specializes in the field of intelligent software systems, multi-agent systems, evolutionary algorithms, soft computing.

His recent articles reflect a diverse array of research interests and contributions to the field:

(µ+ λ) Evolution Strategy with Socio-cognitive Mutation

Two-Dimensional Pheromone in Ant Colony Optimization

Actor-Based Scalable Simulation of N-Body Problem

Reproduction operators in solving LABS problem using EMAS meta-heuristic with various local optimization techniques

An explainable AI approach to agrotechnical monitoring and crop diseases prediction in Dnipro region of Ukraine

Socio-cognitive optimization of time-delay control problems using agent-based metaheuristics

Detecting anomalies in advertising web traffic with the use of the variational autoencoder

Applying autonomous hybrid agent-based computing to difficult optimization problems

Marek Kisiel-Dorohinicki Information

University

Position

___

Citations(all)

1600

Citations(since 2020)

461

Cited By

1320

hIndex(all)

19

hIndex(since 2020)

9

i10Index(all)

41

i10Index(since 2020)

8

Email

University Profile Page

Google Scholar

Marek Kisiel-Dorohinicki Skills & Research Interests

intelligent software systems

multi-agent systems

evolutionary algorithms

soft computing

Top articles of Marek Kisiel-Dorohinicki

(µ+ λ) Evolution Strategy with Socio-cognitive Mutation

Journal of Automation, Mobile Robotics and Intelligent Systems

2024/4/4

Two-Dimensional Pheromone in Ant Colony Optimization

2023/9/13

Actor-Based Scalable Simulation of N-Body Problem

2023/6/26

Wojciech Turek
Wojciech Turek

H-Index: 8

Marek Kisiel-Dorohinicki
Marek Kisiel-Dorohinicki

H-Index: 11

Aleksander Byrski
Aleksander Byrski

H-Index: 11

Reproduction operators in solving LABS problem using EMAS meta-heuristic with various local optimization techniques

Journal of Information and Telecommunication

2023/1/2

Kamil Piętak
Kamil Piętak

H-Index: 6

Marek Kisiel-Dorohinicki
Marek Kisiel-Dorohinicki

H-Index: 11

An explainable AI approach to agrotechnical monitoring and crop diseases prediction in Dnipro region of Ukraine

Journal of Artificial Intelligence and Soft Computing Research

2023

Marek Kisiel-Dorohinicki
Marek Kisiel-Dorohinicki

H-Index: 11

Socio-cognitive optimization of time-delay control problems using agent-based metaheuristics

2022/10/12

Detecting anomalies in advertising web traffic with the use of the variational autoencoder

Journal of Artificial Intelligence and Soft Computing Research

2022/10/1

Marcin Gabryel
Marcin Gabryel

H-Index: 14

Marek Kisiel-Dorohinicki
Marek Kisiel-Dorohinicki

H-Index: 11

Applying autonomous hybrid agent-based computing to difficult optimization problems

Journal of Computational Science

2022/10/1

Towards a very fast feedforward multilayer neural networks training algorithm

Journal of Artificial Intelligence and Soft Computing Research

2022/7/1

Marek Kisiel-Dorohinicki
Marek Kisiel-Dorohinicki

H-Index: 11

Neural-Network Based Adaptation of Variation Operators’ Parameters for Metaheuristics

2022/6/15

A Deep Neural Network as a TABU Support in Solving LABS Problem

2022/6/15

Kamil Piętak
Kamil Piętak

H-Index: 6

Marek Kisiel-Dorohinicki
Marek Kisiel-Dorohinicki

H-Index: 11

Acquisition, Storing, and Processing System for Interdisciplinary Research in Earth Sciences

2022/6/15

Multi-population-based algorithm with an exchange of training plans based on population evaluation

Journal of Artificial Intelligence and Soft Computing Research

2022

New extensions of reproduction operators in solving LABS problem using EMAS meta-heuristic

2021/9/29

Kamil Piętak
Kamil Piętak

H-Index: 6

Marek Kisiel-Dorohinicki
Marek Kisiel-Dorohinicki

H-Index: 11

New Variants of SDLS Algorithm for LABS Problem Dedicated to GPGPU Architectures

2021/6/9

Kamil Piętak
Kamil Piętak

H-Index: 6

Marek Kisiel-Dorohinicki
Marek Kisiel-Dorohinicki

H-Index: 11

Socio-cognitive evolution strategies

2021/6/9

Graph-Grammar Based Longest-Edge Refinement Algorithm for Three-Dimensional Optimally p Refined Meshes with Tetrahedral Elements

2021/6/9

Marek Kisiel-Dorohinicki
Marek Kisiel-Dorohinicki

H-Index: 11

Human health risk assessment of air pollution in the regions of unsustainable heating sources. Case study—The tourist areas of southern Poland

Atmosphere

2021/5/10

Ant colony optimization–evolutionary hybrid optimization with translation of problem representation

Computational Intelligence

2021/5

Population diversity in ant-inspired optimization algorithms

Computer Science

2021

See List of Professors in Marek Kisiel-Dorohinicki University(Akademia Górniczo-Hutnicza)

Co-Authors

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