MENDEL is an open access international journal dedicated for rapid publication of high-quality, peer-reviewed research articles in fields covered by Evolutionary Computation, Genetic Programming, Swarm Intelligence, Neural Networks, Deep Learning, Fuzzy Logic, Big Data, Chaos, Bayesian Methods, Optimization, Intelligent Image Processing, and Bio-inspired Robotics.

The journal is fully open access, meaning that all articles are available on the internet to all users immediately upon publication (Gold Open Access). The journal is published by the Institute of Automation and Computer Science of the Brno University of Technology.

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Editor in chief: doc. Ing. Radomil Matoušek, PhD.
ISSN: 1803-3814 (print)
ISSN: 2571-3701 (online)
Homepage: https://mendel-journal.org/

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Recent Submissions

  • The Possibility of Interference Suppression by Correlation Receiver Applied to Marker Localization 

    Vestenicky, Peter; Vestenicky, Martin (Institute of Automation and Computer Science, Brno University of Technology, 2018-12-21)
    The actual applications of the radiofrequency identification (RFID) systems in industry are focused not only on the identification but also on the localization of the RFID transponders. The special type of the RFID ...
  • Particle Swarm Optimization with Distance Based Repulsivity 

    Pluhacek, Michal; Zelinka, Ivan; Senkerik, Roman; Viktorin, Adam; Kadavy, Tomas (Institute of Automation and Computer Science, Brno University of Technology, 2018-12-21)
    In this study, we propose a repulsive mechanism for the Particle Swarm Optimization algorithm that improves its performance on multi-modal problems. The repulsive mechanism is further extended with a distance-based ...
  • Differential Evolution and Deterministic Chaotic Series: A Detailed Study 

    Senkerik, Roman; Viktorin, Adam; Zelinka, Ivan; Pluhacek, Michal; Kadavy, Tomas; Kominkova Oplatkova, Zuzana; Bhateja, Vikrant; Satapathy, Suresh Chandra (Institute of Automation and Computer Science, Brno University of Technology, 2018-12-21)
    This research represents a detailed insight into the modern and popular hybridization of deterministic chaotic dynamics and evolutionary computation. It is aimed at the influence of chaotic sequences on the performance of ...
  • WECIA Graph: Visualization of Classification Performance Dependency on Grayscale Conversion Setting 

    Skrabanek, Pavel; Yayilgan, Sule Yildirim (Institute of Automation and Computer Science, Brno University of Technology, 2018-12-21)
    Grayscale conversion is a popular operation performed within image pre-processing of many computer vision systems, including systems aimed at generic object categorization. The grayscale conversion is a lossy operation. ...
  • Fire Detection in Video Stream by Using Simple Artificial Neural Network 

    Janku, Peter; Kominkova Oplatkova, Zuzana; Dulik, Tomas; Snopek, Petr; Liba, Jiri (Institute of Automation and Computer Science, Brno University of Technology, 2018-12-21)
    This paper deals with the preliminary research of the fire detection in a video stream. Early fire detection can save lives and properties from huge losses and damages. Therefore the surveillance of the areas is necessary. ...
  • Using Artificial Intelligence to Determine the Type of Rotary Machine Fault 

    Zuth, Daniel; Marada, Tomas (Institute of Automation and Computer Science, Brno University of Technology, 2018-12-21)
    The article deals with the possibility of using machine learning in vibrodiagnostics to determine the type of fault of rotating machine. The data source is real measured data from the vibrodiagnostic model. This model ...
  • Two-Degree-of-Freedom Controller Tuning 

    Lang, Stanislav; Matousek, Radomil; Svarc, Ivan (Institute of Automation and Computer Science, Brno University of Technology, 2018-12-21)
    Two-degree-of-freedom controllers have the ability to affect the dynamics of a system when the reference value changes. The answer to the question of parameter tuning for this additional lter still remains unclear we ...
  • Influence of Experiment Design in GPA Investigating with Respect to PRNGs 

    Brandejsky, Tomas (Institute of Automation and Computer Science, Brno University of Technology, 2018-12-21)
    This paper analyses the influence of experiment parameters onto the reliability of experiments with genetic programming algorithms. The paper is focused on the required number of experiments and especially on the influence ...
  • Statistical Evaluation of Large-Scale Data Logistics System 

    Somplak, Radovan; Smidova, Zlata; Smejkalova, Veronika; Nevrly, Vlastimir (Institute of Automation and Computer Science, Brno University of Technology, 2018-12-21)
    Data recording is struggling with the occurrence of errors, which worsen the accuracy of follow-up calculations. Achievement of satisfactory results requires the data processing to eliminate the influence of errors. This ...
  • Stochastic Integer Waste Management Problem Solved by a Modified Progressive Hedging Algorithm 

    Malek, Martin; Somplak, Radovan; Popela, Pavel; Kudela, Jakub (Institute of Automation and Computer Science, Brno University of Technology, 2018-12-21)
    In this paper we describe a real-world large-scale stochastic integer waste-management decision making problem. The problem consists of choosing the optimal locations and capacities of new incineration plants, that will ...
  • Including Containers with Dangerous Goods in the Multi-Port Master Bay Planning Problem 

    Kebedow, Kiros Gebrearegawi; Oppen, Johan (Institute of Automation and Computer Science, Brno University of Technology, 2018-12-21)
    In this paper we extend existing models for Master Bay Planning by handling containers holding dangerous goods, so-called IMO containers. Incompatible IMO containers must be separated from each other on board a vessel ...
  • Production Planning and Control as Routing in Manufacturing Networks 

    Bach, Terje; Jæger, Bjørn; Hoff, Arild (Institute of Automation and Computer Science, Brno University of Technology, 2018-12-21)
    In this paper, we explore the use of network routing for production planning and control in manufacturing of complex industrial products. Such a product is the result of a joint effort of many manufacturing companies; each ...
  • Effects of Environment Model Parametrization on Photogrametry Reconstruction 

    Klecka, Jan (Institute of Automation and Computer Science, Brno University of Technology, 2018-06-01)
    This paper is aimed at a description of effects which have assumptions of specific environment structure on quality of recurrently conducted photogrammetry reconstruction. The theoretical part covers the description of ...
  • Usability Evaluation of Randomly Generated Fonts for Bubble Captcha 

    Bostik, Ondrej; Horak, Karel; Klecka, Jan (Institute of Automation and Computer Science, Brno University of Technology, 2018-06-01)
    A Completely Automated Public Turing test to tell Computers and Humans Apart (CAPTCHA), is the wide-spread concept of systems suited to secure the web services from automated SPAM scripts. The most common CAPTCHA systems ...
  • Robot-Based Image Analysis for Evaluating Rehabilitation after Brain Surgery 

    Kohout, Jan; Crha, Jan; Trnkova, Katerina; Sticha, Karel; Mares, Jan; Chovanec, Martin (Institute of Automation and Computer Science, Brno University of Technology, 2018-06-01)
    After certain types of brain surgery, patients are often affected by changes in both their dynamic balance and facial disorder. Because rehabilitation takes several months, it is important that both doctors and patients ...
  • Application of Fuzzy Logic for Monitoring of Appearance of Heat Waves in Large Towns 

    Bila, Jiri; Jura, Jakub; Novak, Martin (Institute of Automation and Computer Science, Brno University of Technology, 2018-06-01)
    In the paper are introduced some results of the influence of cooling effect of vegetation on the climate in large towns. The results have been acquired from measurement of some meteorological variables in selected parts ...
  • Providing Customised Information Panel Content Based on User Behavioral Patterns 

    Pisarovic, Ivo; Prochazka, David; Vybiral, Dan; Prochazkova, Jana (Institute of Automation and Computer Science, Brno University of Technology, 2018-06-01)
    Although mobile applications are commonly using user location and behavior to provide relevant content, public information panels usually lack the ability to adjust the content for a particular user or a group of users. ...
  • The Analysis of Rock Surface Asperities 

    Martisek, Dalibor; Prochazkova, Jana (Institute of Automation and Computer Science, Brno University of Technology, 2018-06-01)
    The analysis of rock surface is commonly used in technical practice. The nature discontinuity rocks are often represented by specific degree of roughness. This value has the significant effect on the rock slope stability. ...
  • Tuning of Fuzzy Sharpening Filters for Biomedical Image Enhancement 

    Kukal, Jaromir; Sireis, Abduljalil; Krbcova, Zuzana (Institute of Automation and Computer Science, Brno University of Technology, 2018-06-01)
    Various approaches are used for image smoothing and sharpening. The class of fuzzy filters is widely used in the case of spiky noise due to their non–linear behavior. A lot of popular fuzzy filters are realizable in ...
  • Context Out Classifier 

    Hrebik, Radek; Kukal, Jaromir (Institute of Automation and Computer Science, Brno University of Technology, 2018-06-01)
    Novel context out learning approach is discussed as possibility of using simple classifiers which is background of hidden class system. There are two ways how to perform final classification. Having a lot of hidden classes ...

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