Publikacje

@article{sokołow2019modeling,
        title={Modeling of Scientific Publications Disciplinary Collocation Based on Optimistic Fuzzy Aggregation Norms},
        author={A. Sokołow, dr hab Wiesława Osińska, dr Aleksandra Mreła, W. Duch},
        year={2019}
    }

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

@article{duch2017why,
        title={Why minds cannot be received, but are created by brains},
        author={W. Duch},
        year={2017}
    }

@article{linowiecki2017gcaf.,
        title={GCAF. Platforma tworzenia aplikacji kontrolowanych wzrokiem – nowy sposób przygotowywania w pełni interaktywnych eksperymentów z użyciem okulografu},
        author={R. Linowiecki, J. Matulewski, Bibianna Bałaj, Agnieszka Ignaczewska, Joanna Dreszer, Magdalena Kmiecik, W. Duch},
        year={2017}
    }

@article{sokołow2016new,
        title={New opportunities for diagnosis and monitoring of patients with prostate diseases},
        author={Antonyan Igor M., Roshin Yuri V., Zelensky Alexandr I., Moshel Fedor G., Nalbandian Taron A, A. Sokołow, Goriacha Veronica A., Ugryumova Kateryna M.},
        year={2016}
    }

@article{sokołow2016forecasting,
        title={Forecasting of Patients Condition in the Monitoring Medical Systems on the Example of Prostate Diseases},
        author={Goriacha Veronica A., A. Sokołow, Ugryumova Kateryna M., Antonyan Igor M., Roshin Yuri V., Zelensky Alexandr I., Moshel Fedor G., Nalbandian Taron A. },
        year={2016}
    }

@article{sokołow2016application,
        title={APPLICATION OF TYPE 2 FUZZY RELATIONS TO ESTABLISH LEVELS OF LEARNING OUTCOMES’ ACQUIREMENT BY STUDENTS},
        author={Aleksandra Mreła, A. Sokołow},
        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{sokołow2015multiagent,
        title={Multiagent modeling of emotions influence on physiological systems: new concept},
        author={A. Sokołow, S. Meszyński, Weber Piotr, D. Mikołajewski, Dreszer Joanna, Bałaj Bibianna, S. Grzelak, W. Duch, Komendziński 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{sokołow2015information,
        title={Information Systems in Management of the Student Self-Education Process},
        author={Viktoriia Shevchenko,  Kostiantyn Meteshkin,  Olga Morozova, A. Sokołow,  Aleksndra Mreła5},
        year={2015}
    }

@article{sokołow2015zastosowanie,
        title={Zastosowanie relacji rozmytych w procesie weryfikacji efektów kształcenia na przykładzie testu z matematyki},
        author={Mreła Aleksandra , A. Sokołow},
        year={2015}
    }

@article{piotrowski2014performance,
        title={Performance of the stochastic MV-PURE estimator in highly noisy settings},
        author={T. Piotrowski, Yamada Isao},
        year={2014}
    }

@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{grąbczewski2014meta-learning,
        title={Meta-Learning in Decision Tree Induction},
        author={K. Grąbczewski},
        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{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{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{sokołow2013fuzzy,
        title={FUZZY ONTOLOGICAL KNOWLEDGE REPRESENTATION FOR THE TRAINING OF MEDICAL TERMINOLOGY},
        author={A. Sokołow, dr Olga Morozowa},
        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{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{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{duch2013modelowanie,
        title={Modelowanie pnia mózgu},
        author={Dariusz Mikołajewski, W. Duch},
        year={2013}
    }

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

@article{duch2013sieci,
        title={Sieci neuronowe w inżynierii biomedycznej.  },
        author={Tadeusiewicz R, Korbicz J, Rutkowski L, W. Duch},
        year={2013}
    }

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

@article{duch2012artificial,
        title={Artificial Neural Networks and Machine Learning ICANN 2012, Part II},
        author={A.E.P. Villa, W. Duch, P. Érdi, F. Masulli, G. Palm},
        year={2012}
    }

@article{duch2012feature,
        title={Feature ranking methods used for selection of prototypes},
        author={dr Marcin Blachnik, W. Duch, T. Maszczyk},
        year={2012}
    }

@article{maszczyk2012recursive,
        title={Recursive Similarity-Based Algorithm for Deep Learning},
        author={T. Maszczyk, W. Duch},
        year={2012}
    }

@article{jankowski2012graph-based,
        title={Graph-based generation of meta-learning search space},
        author={N. Jankowski},
        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{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{duch2012self,
        title={Self Organizing Maps for categories visualization},
        author={Julian Szymański, W. Duch},
        year={2012}
    }

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

@article{duch2012artificial,
        title={Artificial Neural Networks and Machine Learning ICANN 2012, Part I},
        author={A.E.P. Villa, W. Duch, P. Érdi, , F. Masulli, G. Palm},
        year={2012}
    }

@article{sokołow2011methods,
        title={Methods for Refining Assessment of Test-Takers Based on Item Response Theory Model},
        author={A. Sokołow, Morozowa Olga, Urbaniak Wiesław},
        year={2011}
    }

@article{grąbczewski2011unified,
        title={Unified View of Decision Tree Learning Machines for the Purpose of Meta-learning},
        author={K. Grąbczewski},
        year={2011}
    }

@article{grąbczewski2011separability,
        title={Separability of Split Value Criterion with Weighted Separation Gains},
        author={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{duch2011visualization,
        title={Visualization for Understanding of Neurodynamical Systems},
        author={W. Duch, Dobosz Krzysztof},
        year={2011}
    }

@article{duch2011machine,
        title={Machine Learning Competition in Immunology – Prediction of HLA class I molecules},
        author={Guang Lan Zhang, Hifzur Rahman Ansari, Phil Bradley, Gavin C. Cawley, Tomer Hertz, Xihao Hu, Jim C. Huang, Nebojsa Jojic, Yohan Kim, Oliver Kohlbacher, Ole Lund, Claus Lundegaard, Craig A. Magaret, Morten Nielsen, Harris Papadopoulos, G. P. S. Raghava, Vider-Shalit Tal, Li C. Xue, Chen Yanover, Hao Zhang, Shanfeng Zhu, Michael T. Rock, James E. Crowe Jr., Christos Panayiotou, Marios M. Polycarpou, W. Duch, Vladimir Brusic},
        year={2011}
    }

@article{adamczak2011fast,
        title={Fast Geometric Consensus Approach for Protein Model Quality Assessment},
        author={R. Adamczak, Pillardy Jarosław, Vallat Brinda, J. Meller},
        year={2011}
    }

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

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

@article{maszczyk2010support,
        title={Support Feature Machine for DNA Microarray Data},
        author={T. Maszczyk, W. Duch},
        year={2010}
    }

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

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

@article{maszczyk2010almost,
        title={Almost Random Projection Machine with Margin Maximization and Kernel Features},
        author={T. Maszczyk, W. Duch},
        year={2010}
    }

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

@article{duch2009universal,
        title={Universal learning machines},
        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{duch2008review,
        title={Review of: Robot Brains. Circuits and Systems for Conscious Machines, book by Pentti O. Haikonen (Wiley 2007)},
        author={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{grochowski2007learning,
        title={Learning Highly Non-separable Boolean Functions Using Constructive Feedforward Neural Network"},
        author={M. Grochowski, W. Duch},
        year={2007}
    }

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