Ivan Zelinka

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 98

Top Venues

Publications

Ivan Zelinka, Miloslav Szczypka, Jan Plucar, Nikolay V. Kuznetsov
From malware samples to fractal images: A new paradigm for classification. Math. Comput. Simul. 218 (2024)
Lukás Klein, Ivan Zelinka, David Seidl
Optimizing parameters in swarm intelligence using reinforcement learning: An application of Proximal Policy Optimization to the iSOMA algorithm. Swarm Evol. Comput. 85 (2024)
Tatyana A. Alexeeva, Quoc Bao Diep, Nikolay V. Kuznetsov, Ivan Zelinka
Forecasting and stabilizing chaotic regimes in two macroeconomic models via artificial intelligence technologies and control methods. CoRR (2023)
Ivan Zelinka, Melvin Lara, Leah Windsor, René Lozi
Softcomputing in identification of the origin of Voynich manuscript by comparison with ancient dialects. Appl. Soft Comput. 138 (2023)
Tulika Dutta, Siddhartha Bhattacharyya, Bijaya Ketan Panigrahi, Ivan Zelinka, Leo Mrsic
Multi-level quantum inspired metaheuristics for automatic clustering of hyperspectral images. Quantum Mach. Intell. 5 (1) (2023)
Ivan Zelinka, Lumír Kojecký, Marek Lampart, Jana Nowaková, Jan Plucar
iSOMA swarm intelligence algorithm in synthesis of quantum computing circuits. Appl. Soft Comput. 142 (2023)
Dalibor Zeman, Ivan Zelinka, Miroslav Voznák
A Reinforcement Learning Framework for Knowledge-Defined Networking. ICUMT (2023)
Lam B. Q. Nguyen, Loan T. T. Nguyen, Bay Vo, Ivan Zelinka, Jerry Chun-Wei Lin, Unil Yun, Hung Son Nguyen
An efficient and scalable approach for mining subgraphs in a single large graph. Appl. Intell. 52 (15) (2022)
Lam B. Q. Nguyen, Ivan Zelinka, Václav Snásel, Loan T. T. Nguyen, Bay Vo
Subgraph mining in a large graph: A review. WIREs Data Mining Knowl. Discov. 12 (4) (2022)
Swagatam Das, Sankha Subhra Mullick, Ivan Zelinka
On Supervised Class-Imbalanced Learning: An Updated Perspective and Some Key Challenges. IEEE Trans. Artif. Intell. 3 (6) (2022)
Tran Kim Toai, Roman Senkerik, Ivan Zelinka, Adam Ulrich, Vo Thi Xuan Hanh, Vo Minh Huan
ARIMA for Short-Term and LSTM for Long-Term in Daily Bitcoin Price Prediction. ICAISC (1) (2022)
Genaro J. Martínez, Andrew Adamatzky, Ricardo Quezada Figueroa, Eric Schweikardt, Dmitry A. Zaitsev, Ivan Zelinka, Luz Noé Oliva-Moreno
Computing with Modular Robots. Int. J. Unconv. Comput. 17 (1-2) (2022)
Quoc Bao Diep, Thanh Cong Truong, Swagatam Das, Ivan Zelinka
Self-Organizing Migrating Algorithm with narrowing search space strategy for robot path planning. Appl. Soft Comput. 116 (2022)
Ivan Zelinka, Swagatam Das
Gamesourcing: an unconventional tool to assist the solution of the traveling salesman problem. Nat. Comput. 21 (2) (2022)
Ivan Zelinka, Quoc Bao Diep, Václav Snásel, Swagatam Das, Giacomo Innocenti, Alberto Tesi, Fabio Schoen, Nikolay V. Kuznetsov
Impact of chaotic dynamics on the performance of metaheuristic optimization algorithms: An experimental analysis. Inf. Sci. 587 (2022)
Genaro J. Martínez, Andrew Adamatzky, Ricardo Quezada Figueroa, Eric Schweikardt, Dmitry A. Zaitsev, Ivan Zelinka, Luz Noé Oliva-Moreno
Computing with Modular Robots. CoRR (2022)
Arka Ghosh, Swagatam Das, Asit Kumar Das, Roman Senkerik, Adam Viktorin, Ivan Zelinka, Antonio David Masegosa
Using spatial neighborhoods for parameter adaptation: An improved success history based differential evolution. Swarm Evol. Comput. 71 (2022)
Ivan Zelinka, Miloslav Szczypka, Jan Plucar
Have You Ever Seen Malware? CoRR (2022)
Lenka Skanderová, Tomas Fabian, Ivan Zelinka
Self-organizing migrating algorithm using covariance matrix adaptation evolution strategy for dynamic constrained optimization. Swarm Evol. Comput. 65 (2021)
Quoc-Dung Nguyen, Duc-Anh Le, Nguyet-Minh Phan, Ivan Zelinka
OCR error correction using correction patterns and self-organizing migrating algorithm. Pattern Anal. Appl. 24 (2) (2021)
Eslam Amer, Ivan Zelinka, Shaker H. Ali El-Sappagh
A Multi-Perspective malware detection approach through behavioral fusion of API call sequence. Comput. Secur. 110 (2021)
Assia Belbachir, Johvany Gustave, Naveed Muhammad, Ivan Zelinka
Toward an exploration-based probabilistic reasoning for a quadrotor. Intell. Serv. Robotics 14 (4) (2021)
Quoc-Dung Nguyen, Nguyet-Minh Phan, Ivan Zelinka
Periodic Time Series Forecasting with Bidirectional Long Short-Term Memory: Periodic Time Series Forecasting with Bidirectional LSTM. ICMLSC (2021)
Lam B. Q. Nguyen, Loan T. T. Nguyen, Ivan Zelinka, Václav Snásel, Hung Son Nguyen, Bay Vo
A Method for Closed Frequent Subgraph Mining in a Single Large Graph. IEEE Access 9 (2021)
Quoc-Dung Nguyen, Duc-Anh Le, Nguyet-Minh Phan, Ivan Zelinka
An In-depth Analysis of OCR Errors for Unconstrained Vietnamese Handwriting. FDSE (2020)
Hien D. Nguyen, Tai Huynh, Son T. Luu, Suong N. Hoang, Vuong T. Pham, Ivan Zelinka
Measure of the Content Creation Score on Social Network Using Sentiment Score and Passion Point. SoMeT (2020)
Ivan Zelinka, Roman Senkerik
Swarm intelligence in cybersecurity. GECCO Companion (2020)
Thanh Cong Truong, Quoc Bao Diep, Ivan Zelinka, Roman Senkerik
Supervised Classification Methods for Fake News Identification. ICAISC (2) (2020)
Lumír Kojecký, Ivan Zelinka
On the Similarity Between Neural Network and Evolutionary Algorithm. ICAISC (1) (2020)
Abhishek Kumar, Swagatam Das, Ivan Zelinka
A self-adaptive spherical search algorithm for real-world constrained optimization problems. GECCO Companion (2020)
Eslam Amer, Ivan Zelinka
A dynamic Windows malware detection and prediction method based on contextual understanding of API call sequence. Comput. Secur. 92 (2020)
Abhishek Kumar, Swagatam Das, Ivan Zelinka
A modified covariance matrix adaptation evolution strategy for real-world constrained optimization problems. GECCO Companion (2020)
Quoc Bao Diep, Thanh Cong Truong, Ivan Zelinka
Obstacle Avoidance for Drones Based on the Self-Organizing Migrating Algorithm. ICAISC (1) (2020)
Roman Senkerik, Adam Viktorin, Tomas Kadavy, Michal Pluhacek, Ivan Zelinka
Is Chaotic Randomization Advantageous for Higher Dimensional Optimization Problems? ICAISC (2) (2020)
Lam B. Q. Nguyen, Bay Vo, Ngoc-Thao Le, Václav Snásel, Ivan Zelinka
Fast and scalable algorithms for mining subgraphs in a single large graph. Eng. Appl. Artif. Intell. 90 (2020)
Thanh Cong Truong, Quoc Bao Diep, Ivan Zelinka
Artificial Intelligence in the Cyber Domain: Offense and Defense. Symmetry 12 (3) (2020)
Michal Pluhacek, Adam Viktorin, Roman Senkerik, Tomas Kadavy, Ivan Zelinka
Extended experimental study on PSO with partial population restart based on complex network analysis. Log. J. IGPL 28 (2) (2020)
Hien D. Nguyen, Tai Huynh, Suong N. Hoang, Vuong T. Pham, Ivan Zelinka
Language-oriented Sentiment Analysis based on the Grammar Structure and Improved Self-attention Network. ENASE (2020)
Thanh Cong Truong, Tan-Phuoc Huynh, Ivan Zelinka
Applications of swarm intelligence algorithms countering the cyber threats. GECCO Companion (2020)
Genaro J. Martínez, Andrew Adamatzky, Rolf Hoffmann, Dominique Désérable, Ivan Zelinka
On patterns and dynamics of Rule 22 cellular automaton. CoRR (2020)
S. V. Konstantinov, Askhat I. Diveev, Elena A. Sofronova, Ivan Zelinka
Optimal Control System Synthesis Based on the Approximation of Extremals by Symbolic Regression. ECC (2020)
Roman Senkerik, Adam Viktorin, Tomas Kadavy, Michal Pluhacek, Anezka Kazikova, Quoc Bao Diep, Ivan Zelinka
Population Diversity Analysis in Adaptive Differential Evolution Variants with Unconventional Randomization Schemes. ICAISC (1) (2019)
Lenka Skanderová, Tomas Fabian, Ivan Zelinka
Analysis of causality-driven changes of diffusion speed in non-Markovian temporal networks generated on the basis of differential evolution dynamics. Swarm Evol. Comput. 44 (2019)
Tomás Vantuch, Ivan Zelinka, Andrew Adamatzky, Norbert Marwan
Perturbations and phase transitions in swarm optimization algorithms. Nat. Comput. 18 (3) (2019)
Quoc-Dung Nguyen, Duc-Anh Le, Ivan Zelinka
OCR Error Correction for Unconstrained Vietnamese Handwritten Text. SoICT (2019)
Quoc Bao Diep, Ivan Zelinka, Roman Senkerik
An Algorithm for Swarm Robot to Avoid Multiple Dynamic Obstacles and to Catch the Moving Target. ICAISC (2) (2019)
Lukas Tomaszek, Ivan Zelinka
On the Evolutionary Neural Network Creation Using Native Visibility Graph. CEC (2019)
Lenka Skanderová, Tomas Fabian, Ivan Zelinka
Self-adapting self-organizing migrating algorithm. Swarm Evol. Comput. 51 (2019)
Thanh Cong Truong, Quoc Bao Diep, Ivan Zelinka, Roman Senkerik
Pareto-Based Self-organizing Migrating Algorithm Solving 100-Digit Challenge. SEMCCO/FANCCO (2019)
Quoc Bao Diep, Ivan Zelinka, Swagatam Das
Self-organizing migrating algorithm for the 100-digit challenge. GECCO (Companion) (2019)
Tai Huynh, Ivan Zelinka, Xuan Hau Pham, Hien D. Nguyen
Some measures to detect the influencer on social network based on Information Propagation. WIMS (2019)
Thanh Cong Truong, Ivan Zelinka, Roman Senkerik
Neural Swarm Virus. SEMCCO/FANCCO (2019)
Roman Senkerik, Adam Viktorin, Tomas Kadavy, Michal Pluhacek, Ivan Zelinka
Insight into Adaptive Differential Evolution Variants with Unconventional Randomization Schemes. SEMCCO/FANCCO (2019)
Genaro J. Martínez, Andrew Adamatzky, Rolf Hoffmann, Dominique Désérable, Ivan Zelinka
On Patterns and Dynamics of Rule 22 Cellular Automaton. Complex Syst. 28 (2) (2019)
Lukas Tomaszek, Ivan Zelinka, Mohammed Chadli
On the Particle Swarm Optimization Improvement Using Time Delay Auto Synchronization. CDC (2019)
Lukas Revay, Ivan Zelinka
Swarm Inteligence in Virtual Environment. J. Adv. Eng. Comput. 3 (2) (2019)
Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Ivan Zelinka
On the non-convergence of differential evolution: some generalized adversarial conditions and a remedy. GECCO (Companion) (2019)
Quoc Bao Diep, Ivan Zelinka, Swagatam Das, Roman Senkerik
SOMA T3A for Solving the 100-Digit Challenge. SEMCCO/FANCCO (2019)
Lukas Kroczek, Ivan Zelinka
Investigation on Cellular Automaton Rule Estimation. J. Cell. Autom. 13 (4) (2018)
Lumír Kojecký, Ivan Zelinka, Awadhesh Prasad, Tomas Vantuch, Lukas Tomaszek
Investigation on Unconventional Synthesis of Astroinformatic Data Classifier Powered by Irregular Dynamics. IEEE Intell. Syst. 33 (4) (2018)
Tatyana A. Smaglichenko, Alexander V. Smaglichenko, Ivan Zelinka, Boris Chigarev
Seismic attractor can assist in finding of geothermal area? Int. J. Parallel Emergent Distributed Syst. 33 (5) (2018)
Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Ivan Zelinka
How Unconventional Chaotic Pseudo-Random Generators Influence Population Diversity in Differential Evolution. ICAISC (1) (2018)
Michal Pluhacek, Roman Senkerik, Adam Viktorin, Tomas Kadavy, Ivan Zelinka
Chaos Driven PSO with Attractive Search Space Border Points. CEC (2018)
Lumír Kojecký, Ivan Zelinka
Evolutionary Design and Training of Artificial Neural Networks. ICAISC (1) (2018)
Marek Lampart, Tomás Vantuch, Ivan Zelinka, Stanislav Misák
Dynamical properties of partial-discharge patterns. Int. J. Parallel Emergent Distributed Syst. 33 (5) (2018)
Ivan Zelinka, Lukas Tomaszek, Pandian Vasant, Tran Trong Dao, Vo Hoang Duy
A novel approach on evolutionary dynamics analysis - A progress report. J. Comput. Sci. 25 (2018)
Tomás Vantuch, Ivan Zelinka, Andrew Adamatzky, Norbert Marwan
Phase Transitions in Swarm Optimization Algorithms. UCNC (2018)
Lenka Skanderová, Tomas Fabian, Ivan Zelinka
Differential evolution based on node strength. Int. J. Bio Inspired Comput. 11 (1) (2018)
Tomas Vantuch, Ivan Zelinka, Pandian Vasant
An algorithm for Elliott Waves pattern detection. Intell. Decis. Technol. 12 (1) (2018)
Ivan Zelinka, Jouni Lampinen, Roman Senkerik, Michal Pluhacek
Investigation on evolutionary algorithms powered by nonrandom processes. Soft Comput. 22 (6) (2018)
Ivan Zelinka, Swagatam Das, Lubomir Sikora, Roman Senkerik
Swarm virus - Next-generation virus and antivirus paradigm? Swarm Evol. Comput. 43 (2018)
Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Ivan Zelinka
Differential Evolution Driven Analytic Programming for Prediction. ICAISC (2) (2017)
Lumír Kojecký, Ivan Zelinka, Petr Saloun
Evolutionary synthesis of automatic classification on astroinformatic big data. Int. J. Parallel Emergent Distributed Syst. 32 (5) (2017)
Michal Pluhacek, Adam Viktorin, Roman Senkerik, Tomas Kadavy, Ivan Zelinka
PSO with Partial Population Restart Based on Complex Network Analysis. HAIS (2017)
Roman Senkerik, Adam Viktorin, Michal Pluhacek, Tomas Kadavy, Ivan Zelinka
Hybridization of Analytic Programming and Differential Evolution for Time Series Prediction. HAIS (2017)
Lenka Skanderová, Tomas Fabian, Ivan Zelinka
Differential Evolution Dynamics Modeled by Longitudinal Social Network. J. Intell. Syst. 26 (3) (2017)
Roman Senkerik, Ivan Zelinka, Michal Pluhacek
Chaos-Based Optimization - A Review. J. Adv. Eng. Comput. 1 (1) (2017)
Lukas Tomaszek, Ivan Zelinka
On static control of swarm systems. SSCI (2017)
Lenka Skanderová, Ivan Zelinka
Differential Evolution Dynamics Analysis Using Aggregated Networks. J. Adv. Eng. Comput. 1 (1) (2017)
Ivan Zelinka, Lumír Kojecký, Roman Senkerik
Strange Nonchaotic Attractors in Evolutionary Processing of Astroinformatic Big Data. MICAI (Special Session) (2016)
Roman Senkerik, Ivan Zelinka, Michal Pluhacek, Adam Viktorin
Study on the Development of Complex Network for Evolutionary and Swarm Based Algorithms. MICAI (2) (2016)
Ivan Zelinka
On possibilities of evolutionary synthesis of robot control sequences. RCAR (2016)
Michal Pluhacek, Tomas Kadavy, Roman Senkerik, Adam Viktorin, Ivan Zelinka
Comparing selected PSO modifications on CEC 15 benchmark set. SSCI (2016)
Michal Pluhacek, Roman Senkerik, Adam Viktorin, Ivan Zelinka
Creating Complex Networks Using Multi-swarm PSO. INCoS (2016)
Álvaro Herrero, Bruno Baruque, Fanny Klett, Ajith Abraham, Václav Snásel, André C. P. L. F. de Carvalho, Pablo García Bringas, Ivan Zelinka, Héctor Quintián, Juan Manuel Corchado, Emilio Corchado
SPECIAL ISSUE SOCO13-JAL. J. Appl. Log. 17 (2016)
Michal Pluhacek, Roman Senkerik, Adam Viktorin, Ivan Zelinka
Multi-chaotic Approach for Particle Acceleration in PSO. HM (2016)
Michal Pluhacek, Roman Senkerik, Jakub Janostik, Adam Viktorin, Ivan Zelinka
Study On Swarm Dynamics Converted Into Complex Network. ECMS (2016)
Michal Pluhacek, Roman Senkerik, Adam Viktorin, Ivan Zelinka
Chaos Enhanced Repulsive MC-PSO/DE Hybrid. ICAISC (1) (2016)
Tomas Vantuch, Václav Snásel, Ivan Zelinka
Dimensionality Reduction Method's Comparison Based on Statistical Dependencies. ANT/SEIT (2016)
Lukas Kroczek, Ivan Zelinka
Cellular Automaton Rule Extractor. ECC (2016)
Lukas Tomaszek, Ivan Zelinka
On performance improvement of the SOMA swarm based algorithm and its complex network duality. CEC (2016)
Ivan Zelinka, Michal Bukácek
SOMA Swarm Algorithm in Computer Games. ICAISC (2) (2016)
Lenka Skanderová, Tomas Fabian, Ivan Zelinka
Small-world hidden in differential evolution. CEC (2016)
Ivan Zelinka
Evolutionary identification of hidden chaotic attractors. Eng. Appl. Artif. Intell. 50 (2016)
Tomas Vantuch, Jan Gaura, Stanislav Misák, Ivan Zelinka
A Complex Network Based Classification of Covered Conductors Faults Detection. ECC (2016)
Ivan Zelinka, Lukas Tomaszek, Lumír Kojecký
On Evolutionary Dynamics Modeled by Ant Algorithm. INCoS (2016)
Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Adam Viktorin, Jakub Janostik
Extended Study on the Randomization and Sequencing for the Chaos Embedded Heuristic. ICAISC (1) (2016)
Ivan Zelinka, Lukas Tomaszek
Competition on learning-based real-parameter single objective optimization by SOMA swarm based algorithm with SOMARemove strategy. CEC (2016)
Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Donald Davendra
Multiple Choice Strategy for PSO Algorithm Enhanced with Dimensional Mutation. ICAISC (1) (2015)
Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Donald Davendra, Jakub Janostik
Preliminary Study on the Randomization and Sequencing for the Chaos Embedded Heuristic. AECIA (2015)

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Publication Activity (10 Years)

Top Topics

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Ivan Zelinka