Publikacje

@article{sokołow2018rankings,
        title={Rankings of Students Based on Experts’ Assessment and Levels of the Likelihood of Learning Outcome Acquirement},
        author={Aleksandra Mreła, A. Sokołow},
        year={2018}
    }

@article{meszyński2018from,
        title={From Compartments to Agents via Fuzzy Models - Modeling and Analysis of Complex Behavior of Physiological Systems},
        author={S. Meszyński, A. Sokołow, dr Aleksandra Mreła},
        year={2018}
    }

@article{duch2018brain,
        title={Brain stem modeling at a system level – chances and limitations.},
        author={Dariusz Mikołajewski, W. Duch},
        year={2018}
    }

@article{duch2017pień,
        title={Pień mózgu. Przybliżenie aspektów medycznych dzięki modelowaniu biocybernetycznemu.},
        author={dr Dariusz Mikołajewski, W. Duch},
        year={2017}
    }

@article{sokołow2017rankings,
        title={Rankings of Students Based on Experts’ Assessment of Levels of Verification of Learning Outcomes by Test Items},
        author={Aleksandra Mreła, A. Sokołow},
        year={2017}
    }

@article{meszyński2017modeling,
        title={Modeling of Complex Multiagent Behavior Using Matrix Representation},
        author={S. Meszyński, A. Sokołow},
        year={2017}
    }

@article{sokołow2016integration,
        title={Integration of higher and secondary education: problems and ways of their solution on the basis of information technologies},
        author={Kostiantyn Meteshkin, A. Sokołow, Olga orozova, Natalia Teplova},
        year={2016}
    }

@article{sokołow2016possible,
        title={POSSIBLE WORLD'S STATES RECOGNITION IN AGENTS COMMUNICATION},
        author={A. Sokołow, S. Meszyński},
        year={2016}
    }

@article{grąbczewski2016oversampling,
        title={Oversampling Negative Class Improves Contact Map Prediction},
        author={Markowski Grzegorz, K. Grąbczewski, R. Adamczak},
        year={2016}
    }

@article{piotrowski2016reconstruction,
        title={Reconstruction of brain activity in EEG/MEG using reduced-rank nulling spatial filter},
        author={T. Piotrowski, Nikadon Jan, Gutierrez David},
        year={2016}
    }

@article{piotrowski2016reduced-rank,
        title={Reduced-rank estimation for ill-conditioned stochastic linear model with high signal-to-noise ratio},
        author={T. Piotrowski, Yamada Isao},
        year={2016}
    }

@article{sokołow2015spirometry,
        title={Spirometry Data Analysis and Monitoring in Medical and Physiological Tests},
        author={A. Sokołow, K. Dobosz, dr Dreszer Joanna, W. Duch, S. Grzelak, dr Komiedziński Tomasz, D. Mikołajewski, T. Piotrowski, dr Świerkowska Małgorzata, P. Weber},
        year={2015}
    }

@article{sokołow2015types,
        title={Types of fuzzy relations' composition applied to valdation of learning outcomes at mathematics during final high school examination},
        author={Mreła Aleksandra , A. Sokołow, Katafiasz Tomasz},
        year={2015}
    }

@article{meszyński2015modeling,
        title={Modeling the Dynamics of Insulin-Glucose Subsystem Using a Multi-agent Approach Based on Knowledge Communication},
        author={S. Meszyński, A. Sokołow},
        year={2015}
    }

@article{sokołow2015intelligent,
        title={Intelligent emotions stabilization system using standarized images, breath sensor and biofeedback – preliminary findings - short communication},
        author={A. Sokołow, S. Meszyński, Dreszer-Drogorób Joanna, Bałaj Bibianna, W. Duch, S. Grzelak, Komendziński Tomasz, D. Mikołajewski},
        year={2015}
    }

@article{piotrowski2014family,
        title={A Family of Reduced-Rank Neural Activity Indices for EEG/MEG Source Localization},
        author={T. Piotrowski, Gutierrez David, Yamada Isao, Żygierewicz Jarosław},
        year={2014}
    }

@article{sokołow2014cybernetyczna,
        title={Cybernetyczna pedagogika: IT-technologii w administracji i organizacji kształcenia i szkolenia na uniwersytetach. Teoria i praktyka.},
        author={K.A. Meteshkin , A. Sokołow, .O.I. Morozowa, W.A. Szewczenko, E.E. Pomortseva},
        year={2014}
    }

@article{duch2014multiple,
        title={Multiple inheritance problem in semantic spreading activation networks. },
        author={Paweł Matykiewicz, W. Duch},
        year={2014}
    }

@article{sokołow2014decision,
        title={DECISION SUPPORT SYSTEMS – THE HELP FOR VOCATIONAL GUIDANCE  OF LAW GRADUATES},
        author={Mreła Aleksandra, A. Sokołow, Ivanow Stanisław, Prylypko Sergji},
        year={2014}
    }

@article{sokołow2014human-mobile,
        title={Human-Mobile Agents Partnerships in Complex Environment},
        author={A. Sokołow, S. Meszyński, Gernot Groemer, Birgit Sattler, Franco Carbognani, Jean-Marc Salotti, Mateusz Józefowicz},
        year={2014}
    }

@article{sokołow2014intelligent,
        title={Intelligent emotions stabilization system using standardized images, breath sensor and biofeedback : new concept},
        author={A. Sokołow, K. Dobosz, Dreszer Joanna, Bałaj Bibianna, W. Duch, S. Grzelak, Komendziński Tomasz, Mikołajewski Dariusz, T. Piotrowski, Świerkocka Małgorzata, Weber Piotr},
        year={2014}
    }

@article{duch2013mózgi,
        title={Mózgi i Edukacja: w stronę Neurokognitywnej Fenomiki. },
        author={W. Duch},
        year={2013}
    }

@article{dobosz2013simple,
        title={Simple Cyclic Movements as a Distinct Autism Feature: Computational Approach},
        author={K. Dobosz, Dariusz Mikołajewski, Grzegorz M. Wójcik, W. Duch},
        year={2013}
    }

@article{duch2013sieci,
        title={Sieci neuronowe w modelowaniu chorób psychicznych},
        author={W. Duch, K. Dobosz},
        year={2013}
    }

@article{sokołow2013.,
        title={. DIAGNOSTIC MODEL AND INFORMATION TECHNOLOGY OF CLASSIFICATION STATES IN THE DIFFERENTIAL DIAGNOSIS NSCLC (NON-SMALL CELL LUNG CANCER) PATIENTS WITH DIFFERENT METHODS OF RADIOTHERAPY AND CHEMOTHERAPY},
        author={Victor Starenkyi, Veronica Goryachaya, A. Sokołow, Ekatherina Ugryumova},
        year={2013}
    }

@article{duch2013meta-learning.,
        title={Meta-learning.},
        author={W. Duch},
        year={2013}
    }

@article{duch2013braingene:,
        title={BrainGene: computational creativity algorithm that invents novel interesting names},
        author={Maciej Pilichowski, W. Duch},
        year={2013}
    }

@article{sokołow2013testing,
        title={Testing of the acquirement of student's general educational competence},
        author={A. Sokołow, Mazorchuk Maria, Dobriak Viktoria, Urbaniak Wiesław},
        year={2013}
    }

@article{duch2013amuzja,
        title={Amuzja Wyobrażeniowa },
        author={W. Duch},
        year={2013}
    }

@article{jankowski2012graph-based,
        title={Graph-based generation of meta-learning search space},
        author={N. Jankowski},
        year={2012}
    }

@article{sokołow2012epidemics,
        title={EPIDEMICS PREDICTION WITH THE USE OF NEURO-FUZZY METHODS FOR TIME SERIES PROCESSING UNDER UNCERTAINTY CONDITIONS},
        author={A. Sokołow, O. Radyvonenko, T. Korchak, O. Gololobova},
        year={2012}
    }

@article{maszczyk2012locally,
        title={Locally Optimized Kernels},
        author={T. Maszczyk, W. Duch},
        year={2012}
    }

@article{piotrowski2012performance,
        title={Performance of the Stochastic MV‐PURE Estimator with Explicit Modeling of Uncertainty},
        author={T. Piotrowski, Yamada Isao},
        year={2012}
    }

@article{duch2012extraction,
        title={Extraction of prototype-based threshold rules using neural training procedure},
        author={Marcin Blachnik, Mirosław Kordos, W. Duch},
        year={2012}
    }

@article{duch2012information,
        title={Information Retrieval with Semantic Memory model},
        author={Szymański Julian, W. Duch},
        year={2012}
    }

@article{duch2012autonomy,
        title={Autonomy requires creativity and meta-learning},
        author={W. Duch},
        year={2012}
    }

@article{duch2012computational,
        title={Computational Approach to Understanding Autism Spectrum Disorders},
        author={W. Duch, W. Nowak, J. Meller, G. Osiński, K. Dobosz, Dariusz Mikołajewski , Grzegorz M. Wójcik},
        year={2012}
    }

@article{duch2012self,
        title={Self Organizing Maps for categories visualization},
        author={Julian Szymański, W. Duch},
        year={2012}
    }

@article{duch2012annotating,
        title={Annotating Words Using WordNet Semantic Glosses},
        author={Julian Szymański, W. Duch},
        year={2012}
    }

@article{jankowski2011universal,
        title={Universal Meta-Learning Architecture and Algorithms},
        author={N. Jankowski, K. Grąbczewski},
        year={2011}
    }

@article{grochowski2011fast,
        title={Fast Projection Pursuit Based on Quality of Projected Clusters},
        author={M. Grochowski, W. Duch},
        year={2011}
    }

@article{grąbczewski2011saving,
        title={Saving time and memory in computational intelligence system with machine unification and task spooling},
        author={K. Grąbczewski, N. Jankowski},
        year={2011}
    }

@article{duch2011lvq,
        title={LVQ algorithm with instance weighting for generation of prototype-based rules},
        author={Blachnik Marcin, W. Duch},
        year={2011}
    }

@article{duch2011visualization,
        title={Visualization for Understanding of Neurodynamical Systems},
        author={W. Duch, Dobosz Krzysztof},
        year={2011}
    }

@article{duch2011induction,
        title={Induction of the common-sense hierarchies in lexical data},
        author={Szymański Julian, W. Duch},
        year={2011}
    }

@article{adamczak2011solvent,
        title={Solvent and Lipid Accessibility Prediction as a Basis for Model Quality Assessment in Soluble and Membrane Proteins},
        author={Phatak M, R. Adamczak, Cao B, J. Meller},
        year={2011}
    }

@article{duch2011free,
        title={Free Will and the Brain: Are we automata? },
        author={W. Duch},
        year={2011}
    }

@article{duch2011neurodynamics,
        title={Neurodynamics and the mind},
        author={W. Duch},
        year={2011}
    }

@article{grąbczewski2010task,
        title={Task Management in Advanced Computational Intelligence System},
        author={K. Grąbczewski, N. Jankowski},
        year={2010}
    }

@article{adamczak2010enhanced,
        title={Enhanced prediction of conformational flexibility and phosphorylation in proteins.},
        author={ Karthikeyan Swaminathan, R. Adamczak, Aleksey Porollo, J. Meller},
        year={2010}
    }

@article{maszczyk2010triangular,
        title={Triangular visualization},
        author={T. Maszczyk, W. Duch},
        year={2010}
    }

@article{dobosz2010understanding,
        title={Understanding Neurodynamical Systems via Fuzzy Symbolic Dynamics},
        author={K. Dobosz, W. Duch},
        year={2010}
    }

@article{maszczyk2010discovering,
        title={Discovering Data Structures Using Meta-learning, Visualization and Constructive Neural Networks},
        author={T. Maszczyk, M. Grochowski, W. Duch},
        year={2010}
    }

@article{grochowski2009constrained,
        title={Constrained Learning Vector Quantization or Relaxed  k-separability},
        author={M. Grochowski, W. Duch},
        year={2009}
    }

@article{duch2009almost,
        title={Almost random projection machine},
        author={W. Duch, T. Maszczyk},
        year={2009}
    }

@article{grochowski2008comparison,
        title={A Comparison of Methods for Learning of Highly Non-Separable Problems},
        author={M. Grochowski, W. Duch},
        year={2008}
    }

@article{maszczyk2008support,
        title={Support Vector Machines for visualization and dimensionality reduction},
        author={T. Maszczyk, W. Duch},
        year={2008}
    }

@article{grochowski2008,
        title={ Projection Pursuit Constructive Neural Networks Based on Quality of Projected Clusters},
        author={M. Grochowski, W. Duch},
        year={2008}
    }

@article{jankowski2004comparison,
        title={Comparison of Instances Seletion Algorithms I. Algorithms Survey.},
        author={N. Jankowski, M. Grochowski},
        year={2004}
    }

@article{duch1997why,
        title={Why minds cannot be received, but are created by brains},
        author={W. Duch},
        year={1997}
    }