Jakub Janostik

According to our database, Jakub Janostik authored at least 13 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

LongDoc Summarization using Instruction-tuned Large Language Models for Food Safety Regulations.

Guido Rocchietti, Cosimo Rulli, Korbinian Randl, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Salvatore Trani, Manos Karvounis, Jakub Janostik

Proceedings of the 14th Italian Information Retrieval Workshop, 2024

2018

A Review On The Simulation of Social Networks Inside Heuristic Algorithms.

Roman Senkerik, Michal Pluhacek, Adam Viktorin, Tomas Kadavy, Jakub Janostik, Zuzana Komínková Oplatková

Proceedings of the European Conference on Modelling and Simulation, 2018

2016

Extended Study on the Randomization and Sequencing for the Chaos Embedded Heuristic.

Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Adam Viktorin, Jakub Janostik

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Study On Swarm Dynamics Converted Into Complex Network.

Michal Pluhacek, Roman Senkerik, Jakub Janostik, Adam Viktorin, Ivan Zelinka

Proceedings of the 30th European Conference on Modelling and Simulation, 2016

Study on the Time Development of Complex Network for Metaheuristic.

Roman Senkerik, Adam Viktorin, Michal Pluhacek, Jakub Janostik, Zuzana Komínková Oplatková

Proceedings of the Artificial Intelligence Perspectives in Intelligent Systems, 2016

On the influence of different randomization and complex network analysis for differential evolution.

Roman Senkerik, Adam Viktorin, Michal Pluhacek, Jakub Janostik, Donald Davendra

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Complex network analysis in PSO as an fitness landscape classifier.

Michal Pluhacek, Roman Senkerik, Adam Viktorin, Jakub Janostik, Donald Davendra

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Hybridization of Adaptivity and Chaotic Dynamics for Differential Evolution.

Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan Zelinka, Zuzana Komínková Oplatková, Jakub Janostik

Proceedings of the Mendel 2015, 2015

New Adaptive Approach for Multi-chaotic Differential Evolution Concept.

Roman Senkerik, Michal Pluhacek, Donald Davendra, Ivan Zelinka, Jakub Janostik

Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

Preliminary Study on the Randomization and Sequencing for the Chaos Embedded Heuristic.

Roman Senkerik, Michal Pluhacek, Ivan Zelinka, Donald Davendra, Jakub Janostik

Proceedings of the Second International Afro-European Conference for Industrial Advancement, 2015

PSO as Complex Network - Capturing the Inner Dynamics - Initial Study.

Michal Pluhacek, Jakub Janostik, Roman Senkerik, Ivan Zelinka, Donald Davendra

Proceedings of the Second International Afro-European Conference for Industrial Advancement, 2015

Capturing Inner Dynamics of Firefly Algorithm in Complex Network - Initial Study.

Jakub Janostik, Michal Pluhacek, Roman Senkerik, Ivan Zelinka, Frantisek Spacek

Proceedings of the Second International Afro-European Conference for Industrial Advancement, 2015

Particle Swarm Optimizer with Diversity Measure Based on Swarm Representation in Complex Network.

Jakub Janostik, Michal Pluhacek, Roman Senkerik, Ivan Zelinka

Proceedings of the Second International Afro-European Conference for Industrial Advancement, 2015