Roman Senkerik

About Roman Senkerik

Roman Senkerik, With an exceptional h-index of 27 and a recent h-index of 15 (since 2020), a distinguished researcher at Univerzita Tomáše Bati ve Zlíne, specializes in the field of Evolutionary Computation, Optimization, Deterministic Chaos, Data Analysis, Machine Learning.

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

Chatbot Construction for Business-Oriented Use Cases

Retraction Note to: Data Engineering and Communication Technology

Exploring hybrid models for short-term local weather forecasting in IoT environment

Initial coin offering prediction comparison using Ridge regression, artificial neural network, random forest regression, and hybrid ANN-Ridge

Chaotic attractors of discrete dynamical systems used in the core of evolutionary algorithms: state of art and perspectives

Chaos in popular metaheuristic optimizers–a bibliographic analysis

Investigating the Potential of AI-Driven Innovations for Enhancing Differential Evolution in Optimization Tasks

Efficient Time-Delay System Optimization with Auto-Configured Metaheuristics

Roman Senkerik Information

University

Position

Faculty of Applied Informatics

Citations(all)

3345

Citations(since 2020)

1375

Cited By

2543

hIndex(all)

27

hIndex(since 2020)

15

i10Index(all)

86

i10Index(since 2020)

32

Email

University Profile Page

Google Scholar

Roman Senkerik Skills & Research Interests

Evolutionary Computation

Optimization

Deterministic Chaos

Data Analysis

Machine Learning

Top articles of Roman Senkerik

Chatbot Construction for Business-Oriented Use Cases

2024/4/22

Retraction Note to: Data Engineering and Communication Technology

2024/3/11

Roman Senkerik
Roman Senkerik

H-Index: 18

Exploring hybrid models for short-term local weather forecasting in IoT environment

Mendel

2023

Initial coin offering prediction comparison using Ridge regression, artificial neural network, random forest regression, and hybrid ANN-Ridge

Mendel

2023

Chaotic attractors of discrete dynamical systems used in the core of evolutionary algorithms: state of art and perspectives

2023/12/2

Roman Senkerik
Roman Senkerik

H-Index: 18

Chaos in popular metaheuristic optimizers–a bibliographic analysis

Journal of Difference Equations and Applications

2023/12/2

Investigating the Potential of AI-Driven Innovations for Enhancing Differential Evolution in Optimization Tasks

2023/10/1

Efficient Time-Delay System Optimization with Auto-Configured Metaheuristics

2023/10/1

Robot Automation Testing of Software Using Genetic Algorithm

2023/7/19

Roman Senkerik
Roman Senkerik

H-Index: 18

Exploring the Frequency of Boundary Control Methods Activation in Metaheuristic Algorithms

2023/7/15

Adam Viktorin
Adam Viktorin

H-Index: 8

Roman Senkerik
Roman Senkerik

H-Index: 18

Maximizing Efficiency: A Comparative Study of SOMA Algorithm Variants and Constraint Handling Methods for Time Delay System Optimization

2023/7/15

Leveraging large language models for the generation of novel metaheuristic optimization algorithms

2023/7/15

Exploring Adaptive Components of SOMA

2023/7/15

Adam Viktorin
Adam Viktorin

H-Index: 8

Roman Senkerik
Roman Senkerik

H-Index: 18

Impact of boundary control methods on bound-constrained optimization benchmarking

2023/7/15

Hierarchical clustering-based algorithms for optimal waste collection point locations in large-scale problems: A framework development and case study

Computers & Industrial Engineering

2023/4/1

Remote Sensing Image Fusion Based on PCA and Wavelets

Intelligent Data Engineering and Analytics: Proceedings of the 10th International Conference on Frontiers in Intelligent Computing: Theory and Applications (FICTA 2022)

2023/2/23

Roman Senkerik
Roman Senkerik

H-Index: 18

Towards Anomally Detection Using Stationary and Non-stationary Signal Analysis

2022/12/8

A Kafka-Based Robot Automation Testing Using Genetic Algorithm

2022/12/8

A Perfect Knife—Bulk Decompilation and Preprocessing Tool

2022/12/8

Slicing aided large scale tomato fruit detection and counting in 360-degree video data from a greenhouse

Measurement

2022/11/30

See List of Professors in Roman Senkerik University(Univerzita Tomáše Bati ve Zlíne)