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Roman Šenkeřík

Tomas Bata University Zlin

27H-index
417Paper Count
3.3KCitation Count
Published Papers 19
Publication Date
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Context matters in LLM-driven algorithm design: A controlled study in black-box optimization
errComputer Science Review
IF12.7
err2026-10-01
err0
errOAAI
errAdam Viktorin; Tomas Martinek; Zuzana Kominkova Oplatkova; Roman Senkerik; Jozef Kovac; Tomas Kadavy
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errSave
SD-LSTM: A Novel Semi-decentralized LSTM Architecture for Scalable and Accurate Stock Price Prediction
errARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2025, PT I
IF0
err2026-01-01
err0
PREAI
errLi, Peng; Senkerik, Roman; Oplatkova, Zuzana Kominkova
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errSave
Digital Twinning Mechanism and Building Information Modeling for a Smart Parking Management System
errSmart Cities 2025, Vol. 8, Page 146
IF0
err2025-09-09
err0
errOAAI
errJerahmeel K. Coching; Robert Kerwin C. Billones; Allysa Kate M. Brillantes; Sharina Yunus; Vicente A. Pitogo; Roman Senkerik
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errSave
Hierarchical clustering-based algorithms for optimal waste collection point locations in large-scale problems: A framework development and case study
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2023-04-01
err10
PREAI
errViktorin, Adam; Hrabec, Dusan; Nevrly, Vlastimir; Somplak, Radovan; Senkerik, Roman
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errSave
Impact of Boundary Control Methods on Bound-Constrained Optimization Benchmarking
errIEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
IF12
err2022-12-01
err8
errOAAI
errKadavy, Tomas; Viktorin, Adam; Kazikova, Anezka; Pluhacek, Michal; Senkerik, Roman
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errSave
Slicing aided large scale tomato fruit detection and counting in 360-degree video data from a greenhouse
errMEASUREMENT
IF5.6
err2022-11-01
err4
PREAI
errTureckova, Alzbeta; Turecek, Tomas; Janku, Peter; Varacha, Pavel; Senkerik, Roman; Jasek, Roman; Psota, Vaclav; Stepanek, Vit; Oplatkova, Zuzana Kominkova
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Using spatial neighborhoods for parameter adaptation: An improved success history based differential evolution
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2022-06-01
err26
errOAAI
errGhosh, Arka; Das, Swagatam; Das, Asit Kr; Senkerik, Roman; Viktorin, Adam; Zelinka, Ivan; Masegosa, Antonio David
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errSave
How Does the Number of Objective Function Evaluations Impact Our Understanding of Metaheuristics Behavior?
errIEEE ACCESS
IF3.6
err2021-01-01
err21
errOAAI
errKazikova, Anezka; Pluhacek, Michal; Senkerik, Roman
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errSave
Automatic Detection of White Blood Cancer From Bone Marrow Microscopic Images Using Convolutional Neural Networks
errIEEE ACCESS
IF3.6
err2020-01-01
err63
errOAAI
errKumar, Deepika; Jain, Nikita; Khurana, Aayush; Mittal, Sweta; Satapathy, Suresh Chandra; Senkerik, Roman; Hemanth, Jude D.
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errSave
EFFICIENT IMAGE RETRIEVAL BY FUZZY RULES FROM BOOSTING AND METAHEURISTIC
errJOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH
IF2.4
err2019-12-11
err20
errOAAI
errKorytkowski, Marcin; Senkerik, Roman; Scherer, Magdalena M.; Angryk, Rafal A.; Kordos, Miroslaw; Siwocha, Agnieszka
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errSave
Distance based parameter adaptation for Success-History based Differential Evolution
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2019-11-01
err107
errOAAI
errViktorin, Adam; Senkerik, Roman; Pluhacek, Michal; Kadavy, Tomas; Zamuda, Ales
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errSave
Swarm virus - Next-generation virus and antivirus paradigm?
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2018-12-01
err8
PREAI
errZelinka, Ivan; Das, Swagatam; Sikora, Lubomir; Senkerik, Roman
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errSave
Elliott waves classification by means of neural and pseudo neural networks
errSOFT COMPUTING
IF2.5
err2016-03-03
err3
PREAI
errVolna, Eva; Kotyrba, Martin; Oplatkova, Zuzana Kominkova; Senkerik, Roman
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errSave
Chaos particle swarm optimization with Eensemble of chaotic systems
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2015-12-01
err48
PREAI
errPluhacek, Michal; Senkerik, Roman; Davendra, Donald
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errSave
Recent advances in swarm and evolutionary computation-foreword
errSWARM AND EVOLUTIONARY COMPUTATION
IF8.5
err2015-12-01
err1
PREAI
errZelinka, Ivan; Lampinen, Jouni; Snasel, Vaclav; Senkerik, Roman
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errSave
Investigation on evolutionary algorithms powered by nonrandom processes
errSOFT COMPUTING
IF2.5
err2015-05-08
err3
PREAI
errZelinka, Ivan; Lampinen, Jouni; Senkerik, Roman; Pluhacek, Michal
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errSave
Particle swarm optimization algorithm driven by multichaotic number generator
errSOFT COMPUTING
IF2.5
err2014-02-13
err32
PREAI
errPluhacek, Michal; Senkerik, Roman; Zelinka, Ivan
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errSave
Utilization of analytic programming for the evolutionary synthesis of the robust multi-chaotic controller for selected sets of discrete chaotic systems
errSOFT COMPUTING
IF2.5
err2014-02-04
err6
PREAI
errSenkerik, Roman; Oplatkova, Zuzana Kominkova; Zelinka, Ivan; Chramcov, Bronislav; Davendra, Donald D.; Pluhacek, Michal
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errSave
Utilising the chaos-induced discrete self organising migrating algorithm to solve the lot-streaming flowshop scheduling problem with setup time
errSOFT COMPUTING
IF2.5
err2014-01-30
err17
PREAI
errDavendra, Donald; Senkerik, Roman; Zelinka, Ivan; Pluhacek, Michal; Bialic-Davendra, Magdalena
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errSave

Research Directions

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Co-authors
Cooperation Journals
S
Swagatam Das
H-index: 77 · Papers: 626
S
Suresh Chandra Satapathy
H-index: 55 · Papers: 396
V
Václav Snåšel
H-index: 49 · Papers: 1.0K
D
D. Jude Hemanth
H-index: 42 · Papers: 368
I
Ivan Zelinka
H-index: 39 · Papers: 547
View more