Publikacje

@article{sokołow2019positioning,
        title={POSITIONING A MOBILE ROBOT IN A CLOSED AREA WITH A MAP OF MARKERS},
        author={A. Sokołow, Aleksandra Mreła, Mateusz Józefowicz, Krzysztof Rydel, Sebastian Meszyński},
        year={2019}
    }

@article{duch2019tańczące,
        title={Tańczące mózgi, tańczące ciała. },
        author={W. Duch},
        year={2019}
    }

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

@article{duch2018multi-level,
        title={Multi-level Explanations in Neuroscience I: From genes to subjective experiences. },
        author={W. Duch},
        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{komorowski2018multi-level,
        title={Multi-level Explanations in Neuroscience II: EEG Spectral Fingerprints and Tensor Decompositions for Understanding Brain Activity - initial results. },
        author={M. Komorowski, Aghabeig Mansoureh, J. Nikadon, T. Piotrowski, Deszer Joanna, Bałaj Bibianna , Lewandowska Monika, Wojciechowski Jakub , Pawlaczyk Natalia, Szmytke Magdalena, A. Cichocki, W. Duch},
        year={2018}
    }

@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{bonna2017transition,
        title={Transition of the functional brain network related to increasing cognitive demands.},
        author={K. Finc, K. Bonna, M. Lewandowska, T. Wolak, J. Nikadon, J. Dreszer, W. Duch, S. Kühn},
        year={2017}
    }

@article{duch2017transition,
        title={Transition of the functional brain network related to increasing cognitive demands. },
        author={Karolina Finc, Kamil Bonna, Monika Lewandowska, Tomasz Wolak, Jan Nikadon, Joanna Dreszer, W. Duch, Simone Kuhn},
        year={2017}
    }

@article{duch2016neural,
        title={Neural network modelling of the influence of channelopathies on reflex visual attention.},
        author={dr Alexander Gravier, prof. dr Quek Hiok.Chai, W. Duch, prof. Abdul Wahab, dr J Gravier-Rymaszewska},
        year={2016}
    }

@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{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{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{grąbczewski2016oversampling,
        title={Oversampling Negative Class Improves Contact Map Prediction},
        author={Markowski Grzegorz, K. Grąbczewski, R. Adamczak},
        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{sokołow2015zastosowanie,
        title={Zastosowanie relacji rozmytych w procesie weryfikacji efektów kształcenia na przykładzie testu z matematyki},
        author={Mreła Aleksandra , 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{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{sokołow2014identification,
        title={Identification of MP Graduates’ Competences Required on the Job Market on the Base of Type-2 Fuzzy Relations},
        author={dr Mreła Aleksandra, A. Sokołow},
        year={2014}
    }

@article{piotrowski2014performance,
        title={Performance of the stochastic MV-PURE estimator in highly noisy settings},
        author={T. Piotrowski, Yamada Isao},
        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{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{duch2014komunikacja,
        title={Komunikacja jako rezonans między mózgami},
        author={W. Duch},
        year={2014}
    }

@article{duch2014,
        title={ Artificial Neural Networks and Machine Learning -- ICANN 2014},
        author={Stefan Wermter, Cornelius Weber, W. Duch, Timo Honkela, Petia Koprinkova-Hristova, Sven Magg, Günther Palm, Allessandro E.P Villa},
        year={2014}
    }

@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{sokołow2013expert,
        title={EXPERT SYSTEMS – THE HELP FOR VOCATIONAL GUIDANCE OF MEDICAL PHYSICS GRADUATES},
        author={Agnieszka Banaszak-Piechowska, Aleksandra Mreła, A. Sokołow},
        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{duch2013amuzja,
        title={Amuzja Wyobrażeniowa },
        author={W. Duch},
        year={2013}
    }

@article{duch2013computational,
        title={Computational Creativity.  },
        author={W. Duch},
        year={2013}
    }

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

@article{duch2013modelowanie,
        title={Modelowanie pnia mózgu},
        author={Dariusz Mikołajewski, W. Duch},
        year={2013}
    }

@article{jankowski2012graph-based,
        title={Graph-based generation of meta-learning search space},
        author={N. Jankowski},
        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{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{duch2012annotating,
        title={Annotating Words Using WordNet Semantic Glosses},
        author={Julian Szymański, 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{duch2012context,
        title={Context Search Algorithm for Lexical Knowledge Acquisition.},
        author={Julian Szymański, W. Duch},
        year={2012}
    }

@article{grochowski2012simple,
        title={Simple Incremental Instance Selection Wrapper for Classification},
        author={M. Grochowski},
        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{duch2012autonomy,
        title={Autonomy requires creativity and meta-learning},
        author={W. Duch},
        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{grąbczewski2011saving,
        title={Saving time and memory in computational intelligence system with machine unification and task spooling},
        author={K. Grąbczewski, N. Jankowski},
        year={2011}
    }

@article{grąbczewski2011separability,
        title={Separability of Split Value Criterion with Weighted Separation Gains},
        author={K. Grąbczewski},
        year={2011}
    }

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

@article{duch2011lvq,
        title={LVQ algorithm with instance weighting for generation of prototype-based rules},
        author={Blachnik Marcin, 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{duch2011attractors,
        title={Attractors in Neurodynamical Systems},
        author={W. Duch, K. Dobosz},
        year={2011}
    }

@article{duch2011induction,
        title={Induction of the common-sense hierarchies in lexical data},
        author={Szymański Julian, W. Duch},
        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{maszczyk2010support,
        title={Support Feature Machine for DNA Microarray Data},
        author={T. Maszczyk, W. Duch},
        year={2010}
    }

@article{grochowski2010pruning,
        title={Pruning Classification Rules with Reference Vector Selection Methods},
        author={dr Karol Grudziński, M. Grochowski, 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{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{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{maszczyk2008support,
        title={Support Vector Machines for visualization and dimensionality reduction},
        author={T. Maszczyk, W. Duch},
        year={2008}
    }

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

@article{maszczyk2008comparison,
        title={Comparison of Shannon, Renyi and Tsallis Entropy used in Decision Trees},
        author={T. Maszczyk, W. Duch},
        year={2008}
    }

@article{grochowski2004comparison,
        title={Comparison of Instance Selection Algorithms II. Results and Comments.},
        author={M. Grochowski, N. Jankowski},
        year={2004}
    }

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