Publikacje

@article{duch2018multi-level,
        title={Multi-level Explanations in Neuroscience I: From genes to subjective experiences. },
        author={W. Duch},
        year={2018}
    }

@article{sokołow2018modeling,
        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={2018}
    }

@article{sokołow2018application,
        title={APPLICATION OF FUZZY AGGREGATION NORMS IN VOCATIONAL  GUIDANCE FOR LAW GRADUATES },
        author={Aleksandra Mreła, A. Sokołow},
        year={2018}
    }

@article{duch2018kurt,
        title={Kurt Lewin, psychological constructs and sources of brain cognitive activity},
        author={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{duch2017why,
        title={Why minds cannot be received, but are created by brains},
        author={W. Duch},
        year={2017}
    }

@article{meszyński2017modeling,
        title={Modeling of Complex Multiagent Behavior Using Matrix Representation},
        author={S. Meszyński, A. Sokołow},
        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{sokołow2016possible,
        title={POSSIBLE WORLD'S STATES RECOGNITION IN AGENTS COMMUNICATION},
        author={A. Sokołow, S. Meszyński},
        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{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{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{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{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{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{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{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{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{piotrowski2014reduced-rank,
        title={Reduced-rank neural activity index for EEG/MEG multi-source localization},
        author={T. Piotrowski, Gutierrez David, Yamada Isao, Żygierewicz Jarosław},
        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{duch2013mózgi,
        title={Mózgi i Edukacja: w stronę Neurokognitywnej Fenomiki. },
        author={W. Duch},
        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{duch2013modelowanie,
        title={Modelowanie pnia mózgu},
        author={Dariusz Mikołajewski, W. Duch},
        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{duch2013computational,
        title={Computational Creativity.  },
        author={W. Duch},
        year={2013}
    }

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

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

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

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

@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{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{duch2012self,
        title={Self Organizing Maps for categories visualization},
        author={Julian Szymański, 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{duch2012context,
        title={Context Search Algorithm for Lexical Knowledge Acquisition},
        author={Julian Szymański, W. Duch},
        year={2012}
    }

@article{duch2012mind-brain,
        title={Mind-Brain Relations, Geometric Perspective and Neurophenomenology},
        author={W. Duch},
        year={2012}
    }

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

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

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

@article{grąbczewski2011validated,
        title={Validated Decision Trees versus Collective Decisions},
        author={K. Grąbczewski},
        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, K. Dobosz},
        year={2011}
    }

@article{duch2011lvq,
        title={LVQ algorithm with instance weighting for generation of prototype-based rules},
        author={Blachnik Marcin, 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{duch2011neurodynamics,
        title={Neurodynamics and the mind},
        author={W. Duch},
        year={2011}
    }

@article{duch2011attractors,
        title={Attractors in Neurodynamical Systems},
        author={W. Duch, Dobosz Krzysztof},
        year={2011}
    }

@article{duch2011attractors,
        title={Attractors in Neurodynamical Systems},
        author={W. Duch, K. Dobosz},
        year={2011}
    }

@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{maszczyk2010support,
        title={Support Feature Machine for DNA Microarray Data},
        author={T. Maszczyk, 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{grochowski2010pruning,
        title={Pruning Classification Rules with Reference Vector Selection Methods},
        author={dr Karol Grudziński, M. Grochowski, W. Duch},
        year={2010}
    }

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

@article{duch2009universal,
        title={Universal learning machines},
        author={W. Duch, T. Maszczyk},
        year={2009}
    }

@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{dobosz2008fuzzy,
        title={Fuzzy Symbolic Dynamics for Neurodynamical Systems},
        author={K. Dobosz, 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{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}
    }