Włodzisław Duch

List of Publications, August 2017


A list of talks and links to some presentations.
Other on-line papers of the Department of Informatics,
Faculty of Physics, Astronomy and Informatics | Nicolaus Copernicus University.
Some DuchLab projects (look here for selected papers on specific topics).

This list in PDF (rarely updated) | conferences, past and planned | Google Profile | publikacje po polsku (papers in Polish).


Books | Papers in preparation | submitted | in print | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2006 | 2005 | 2004 | 2003 | 2002 | 2001 | 2000 | ...


4 Books


  1. Duch W (1986) Graphical representation of model spaces see also Google Books.
    Springer Verlag, Berlin Lecture Notes in Chem Vol. 42, 190 pp.
  2. Duch W (1997) Fascynujący świat programów komputerowych. (Nakom, Poznań, November 1997; 456 pp, ISBN 83-85060-92-8)
  3. Duch W (1997) Fascynujący świat komputerów. (Nakom, Poznań, 20 May 1997; 444 pp, ISBN 83-86969-09-1)
  4. Duch W, Kucharski T, Gomuła J, Adamczak R, Metody uczenia maszynowego w analizie danych psychometrycznych. Zastosowanie do wielowymiarowego kwestionariusza osobowości MMPI-WISKAD.
    (Toruń, March 1999; 650 pp., ISBN 83-231-0986-9)


21 Edited Books


  1. Stefan Wermter, Cornelius Weber, Włodzisław Duch, Timo Honkela, Petia Koprinkova-Hristova, Sven Magg, Günther Palm, Alessandro E.P. Villa (Eds.), Artificial Neural Networks and Machine Learning -- ICANN 2014.
    Springer Lecture Notes in Computer Science, Vol. 8681, XXVI, 852 p. 338 illus.
  2. Tadeusiewicz R, Korbicz J, Rutkowski L, Duch W (Eds), Sieci neuronowe w inżynierii biomedycznej.
    Wyd. Exit, Warszawa 2013, pp. 775.
    Tłumaczenie rosyjskie.

  3. Villa, A.E.P, Duch, W, Érdi, P, Masulli, F, Palm, G, Artificial Neural Networks and Machine Learning ICANN 2012, Part II
    Springer Lecture Notes in Computer Science, Vol. 7553, pp. XXVII, 587 p. 172 illus.
  4. Villa, A.E.P, Duch, W, Érdi, P, Masulli, F, Palm, G, Artificial Neural Networks and Machine Learning ICANN 2012, Part I
    Springer Lecture Notes in Computer Science, Vol. 7552, pp. XXVII, 739 p. 318 illus.
  5. Honkela T, Duch W, Girolami M, Kaski S, Artificial Neural Networks and Machine Learning Research. ICANN 2011, Part I
    Springer Lecture Notes in Computer Science, Vol. 6791, pp. 387
  6. Honkela T, Duch W, Girolami M, Kaski S, Artificial Neural Networks and Machine Learning Research. ICANN 2011, Part II
    Springer Lecture Notes in Computer Science, Vol. 6792, pp. 470
  7. Jankowski N, Duch W, Grąbczewski K, Meta-learning in Computational Intelligence. | Show abstract
    Studies in Computational Intelligence, Vol. 358, 1st Edition, pp. X + 362. 127 illus, 76 in color, Springer 2011.
  8. Diamantaras K, Duch W, and Iliadis L.S. (Eds.), 20th International Conference on Artificial Neural Networks (ICANN 2010), Part I,
    Springer Lecture Notes in Computer Science, Vol. 6352, 2010, XXXI, 587 p., ISBN 978-3-642-15818-6 (print), 978-3-642-15819-3 (electronic).

  9. Diamantaras K, Duch W, and Iliadis L.S. (Eds.), 20th International Conference on Artificial Neural Networks (ICANN 2010), Part II,
    Springer Lecture Notes in Computer Science, Vol. 6353, 2010, XVI, 544 p., ISBN 978-3-642-15821-6 (print).

  10. Diamantaras K, Duch W, and Iliadis L.S. (Eds.), 20th International Conference on Artificial Neural Networks (ICANN 2010), Part III,
    Springer Lecture Notes in Computer Science, Vol. 6354, 2010, XVII, 575 p., ISBN 978-3-642-15824-7 (print), 978-3-642-15825-4 (electronic).

  11. Duch Wlodzislaw, Zhao Xiande, Gao Jinwu,
    Proceedings of the Ninth International Conference on Information and Management Sciences, Urumchi, China, August 11-20,2010. Series of Information and Management Sciences, California Polytechnic State University, ISSN 1539-2023
  12. Wang H-F, Neace M.B, Zhu Y, Duch W,
    Proceedings of the Eights International Conference on Information and Management Sciences, Kunming-Banna, China, July 20-28,2009. Series of Information and Management Sciences, California Polytechnic State University, ISSN 1539-2023
  13. Duch W, Mandziuk J (Eds.), Challenges for Computational Intelligence.
    Springer "Studies in Computational Intelligence" Series, Vol. 63, June 2007, 488 pp.
    Review in IEEE Transactions on Neural Networks Vol. 20(2)(2009) 542-543.
  14. Marques de Sá, J, Alexandre L.A, Duch W, and Mandic D.P. (Eds.), Proceedings of the 17th International Conference on Artificial Neural Networks (ICANN 2007), Part I,
    Springer Lecture Notes in Computer Science, Vol. 4668, 2007, XXXI, 978 pp. ISBN 978-3-540-74689-8.

  15. Marques de Sá, J, Alexandre L.A, Duch W, and Mandic D.P. (Eds.), Proceedings of the 17th International Conference on Artificial Neural Networks (ICANN 2007), Part II,
    Springer Lecture Notes in Computer Science, Vol. 4669, 2007, XXXI, 990 pp. ISBN 978-3-540-74693-5.

  16. Kollias S, Stafylopatis A, Duch W, Oja E. (Eds.), Proceedings of the 16th International Conference on Artificial Neural Networks. Athens, Greece, September 10-14, 2006, Proceedings, Part I.
    Springer Lecture Notes in Computer Science, Vol 4131, 2006, XXXIV, 1008 pp. Softcover, ISBN: 3-540-38625-4.
  17. Kollias S, Stafylopatis A, Duch W, Oja E. (Eds.), Proceedings of the 16th International Conference on Artificial Neural Networks. Athens, Greece, September 10-14, 2006, Proceedings, Part II.
    Springer Lecture Notes in Computer Science, Vol 4132, 2006, XXXIV, 1028 pp. Softcover, ISBN: 3-540-38871-0.
  18. Duch W, Kacprzyk J, Oja E, Zadrozny S (Eds), Artificial Neural Networks: Biological Inspirations.
    Proceedings of the 15th International Conference on Artificial Neural Networks (ICANN 2005), Warsaw, Poland, September 11-15, 2005, Part I.
    Springer Lecture Notes in Computer Science, Vol 3696, 2005, XXXI, 703 pp. Softcover, ISBN: 3-540-28752-3.
  19. Duch W, Kacprzyk J, Oja E, Zadrozny S (Eds), Artificial Neural Networks: Formal Models and Their Applications.
    Proceedings of the 15th International Conference on Artificial Neural Networks (ICANN 2005), Warsaw, Poland, September 11-15, 2005, Part II.
    Springer Lecture Notes in Computer Science, Vol. 3697, 2005, XXXII, 1045 pp. Softcover, ISBN: 3-540-28755-8.
  20. Duch W, Korbicz J, Rutkowski L, Tadeusiewicz R (Eds), Biocybernetyka i Inżynieria Biomedyczna 2000. Tom 6: Sieci neuronowe.
    Akademicka Oficyna Wydawnicza EXIT, Warszawa 2000, 850 pp, ISBN 83-87674-18-4

  21. Duch W, Engineering Applications of Neural Networks.
    Proceedings of the 5th International Conference EANN'99, 13-15 September 1999, Warsaw, Poland
    Wyd. Adam Marszałek, Toruń, 313 pp, ISBN 83-7174-512-512-5


    Submitted     Submitted     Submitted     Submitted     Submitted     and      in preparation


  1. Ratajczak E, Dreszer J, Duch W. (2015). Changes of heart. The influence of HRV-biofeedback treatment on various conditions – a detailed review and experimental guide”. In revision, Applied Psychophysiology and Biofeedback.

  2. Ratajczak E, Duch W. (2015). Global warning: Psychology and psychopathology of modern changing environment. (in submission).



    In print     In print     In print     In print     In print     In print     In print     In print    


  1. Mikołajewski D, Duch W, Pień mózgu. Przybliżenie aspektów medycznych dzięki modelowaniu biocybernetycznemu. WN UMK 2017, ISBN 978-83-xxxxxx-x-x



    2017     2017     2017     2017     2017     2017     2017     2017     2017     2017


  1. Finc K, Bonna K, Lewandowska M, Wolak T, Nikadon J, Dreszer J, Duch W, Kühn S. (2017) Transition of the functional brain network related to increasing cognitive demands.
    Human Brain Mapping 38(7), 3659–3674, DOI: 10.1002/hbm.23621

  2. Duch W. (2017) Why minds cannot be received, but are created by brains.
    Scientia et Fides 5(2), 1-28.

  3. Linowiecki R, Matulewski J, Bałaj B, Ignaczewska A, Dreszer J, Duch W. (2017) GCAF: Narzędzie do tworzenia eksperymentów dotyczących badania nabywania mowy i treningu z interakcją wzrokową u niemowląt.
    Lingwistyka Stosowana (Applied Linguistics / Angewandte Linguistik) 20, 83-99.

  4. Duch W, Którędy do cyfrowego świata?
    Pauza Akademicka 1.06.2017, p. 3

  5. Duch W. Czy neuronauki pomogą nam rozwinąć pełny potencjał?
    Głos Uczelni 5/2017



    2016     2016     2016     2016     2016     2016     2016     2016     2016     2016


  1. Gravier A, Quek H.C, Duch W, Abdul Wahab, Gravier-Rymaszewska J.
    Neural network modelling of the influence of channelopathies on reflex visual attention.
    Cognitive Neurodynamics 10(1), 49-72, 2016.

  2. Duch W. (2016). Muzyka a wyobraźnia: Mózgowe preludium (Cognitive Science and Music).
    Słyszę 4(150), pp. 50-51, 2016.
    Presented at International Scientific Conference Hearing Implants and Music, World Hearing Center, Kajetany near Warsaw, 16.07.2015

  3. Duch W, Wyzwania Polityki Naukowej w Polsce.
    Zagadnienia Naukoznawstwa 1(207), 2016, pp. 135-143
    Uwagi wygłoszone na panelu dyskusyjnym „Współczesne wyzwania dla naukoznawcy w świetle polityki naukowej, jak i refleksji filozoficznej”, Poznań, 18.09.2015.

  4. Duch W, Where will the neurosciences lead us?
    Interfaces, codes, symbols. The future of communication. City of the Future / Laboratory Wroclaw. E-book chapter, pp. 204-222, 2017
  5. Duch W, Gdzie nas zaprowadzą neuronauki?
    Interfejsy, kody, symbole. Przyszłość komunikowania. Miasto Przyszłości / Laboratorium Wrocław (rozdział ebooka), str 20-39. ISBN: 978-83-946602-8-4

  6. Gut M, Goraczewski Ł, Matulewski J, Finc K, Ignaczewska A, Bałaj B, Dreszer J, Kmiecik M, Stępińska J, Majewski J, Bendlin E, Cholewa P, Duch W. (2016) Trening poznawczy przy użyciu komputerowej gry matematycznej a przetwarzanie informacji numerycznej u dzieci – wyniki badań pilotażowych. Rozdział w książce: Cywilizacja zabawy, rozrywki i wypoczynku. M. Suchacka (red.), Wydawnictwo E-bookowo, str. 57-83.

Posters presented at the Neuromania conference, Toruń 28-28.05.2016

  1. Fojutowska J, Szczęsny P, Ratajczak E, Wojciechowski J, Szczypiński J, Dreszer J, Duch W.
    Aktywność przedczołowa w procesach twórczych – badanie techniką EEG.
  2. Mańkowska K, M. Gut, J. Matulewski, Ł. Goraczewski, K. Finc, M. Kmiecik, N. Witkowska D. Sebastian, A. Mielewczyk, E. Sobiechowski, K. Poczopko, K. Babiuch, J. Majewski, P. Cholewa, E. Bendlin, W. Duch.
    Kształtowanie mentalnej reprezentacji osi liczbowej pod wpływem edukacyjno-terapeutycznej gry komputerowej „Kalkulilo”.
  3. Mielewczyk A, Gut M, Matulewski J, Finc K, Goraczewski Ł, Kmiecik M, Mańkowska K, D. Sebastian, Sobiechowski E, Witkowska N, Duch W.
    Operowanie różnymi formatami liczb i zależności numeryczno-przestrzenne u dzieci w wieku wczesnoszkolnym.
  4. Rafał B, Dreszer J, Bałaj B, Matulewski J, Ignaczewska A, Duch W.
    Wzrokowa reakcja antycypacyjna u niemowląt.
  5. Ratajczak E, Wojciechowski J, Fojutowska J, Szczęsny P, Szczypiński J, Bałaj B, Dreszer J, Duch W.
    Twórczy intelekt? Neuroobrazowanie zależności między kreatywnością a inteligencją płynną techniką EEG.
  6. Stawicki M, Szreder K, Ratajczak E, Dreszer J, Duch W.
    Odzwierciedlenie poziomu odczuwanego stresu oraz lęku w zmienności rytmu serca.
  7. Stawicki M, Ratajczak E, Dreszer J, Duch W.
    Zmienności rytmu serca a poziomu odczuwanego stresu.
  8. Wojciechowski J, Jan Szczypiński, Ewa Ratajczak, Julita Fojutowska, Joanna Dreszer, Bibianna-Bałaj, Duch W.
    Kontrola zachowania a aktywność spoczynkowa mózgu.

    Postery presented at the Neuronus conference, Kraków 22-24.04.2016

  9. Fojutowska J, Ratajczak E, Szczęsny P, Wojciechowski J, Szczypiński J, Bałaj B, Dreszer J, Duch W.
    Frontal complexity: higher variability correlates with lower creativity and lower HRV.
  10. Kmiecik M, Goraczewski, Ł., Matulewski, J., Gut, M., Finc, K., Ignaczewska, A., Stępińska, J., Bałaj, B., Dreszer J., Majewski, J., Bendlin, E., Cholewa, P., Duch, W.
    The cognitive training with the game “Kalkulilo” and mathematical abilities in children – the preliminary results of a pilot study.
  11. Szczęsny P, Ratajczak E, Fojutowska J, Wojciechowski J, Szczypiński J, Bałaj B, Dreszer J, Duch W.
    Heart Rate Variability dynamics as a psychophysiological marker of temperament and anxiety.
  12. Szczypiński J., Wojciechowski J., Fojutowska J., Szczęsny P., Dreszer J., Ratajczak E., Duch W.
    Behavioral control linked to resting-state EEG complexity.

    Remaining posters 2016

  13. Fojutowska J., Ratajczak E., Szczęsny P., Dreszer J., Duch W.
    Divergent thinking and Heart Rate Variability Biofeedback (Aspects of Neuroscience, Warsaw, 25-27.11.2016)
  14. Ratajczak E., Szczęsny P., Fojutowska J., Dreszer-Drogorób J., Duch W.
    HRV-biofeedback: the effects of session count on psychophysiological functioning – preliminary results. (Aspects of Neuroscience 2016)
  15. Szczypiński J, Wojciechowski J, Ratajczak E, Fojutowska J, Bałaj B, Dreszer-Drogorób J, Duch W.
    Is brain neurodynamics tied to self-control? (Aspects of Neuroscience 2016)
  16. Ignaczewska A, Dreszer J, Bałaj B, Matulewski J, Linowiecki R, Duch W.
    Badanie słuchu fonematycznego niemowląt – zastosowanie procedury z wykorzystaniem eyetrackera (IV Polska Konferencja Eyetrackingowa, 7-8.04.2016).
  17. Mikołajewski D, Duch W.
    Computational models for understanding of the role of brainstem in disorders of consciousness (4th Baltic-Nordic Summer School on Neuroinformatics, BNNI 2016)
  18. Ratajczak E, Szczypiński J, Wojciechowski J, Fojutowska J, Szczęsny P, Bałaj B, Dreszer J, Duch W.
    Creative intellect? An EEG study of creativity and fluid intelligence (Krakowska Konferencja Kognitywistyczna 2016)
  19. Ratajczak E, Szczypiński J, Wojciechowski J, Fojutowska J, Szczęsny P, Bałaj B, Dreszer J, Duch W.
    Między twórczością a inteligencją płynną – neuroobrazowanie zależności techniką EEG (Zjazd Polskiego Towarzystwa Kognitywistycznego, Białystok 2016)


    2015     2015     2015     2015     2015     2015     2015     2015     2015     2015


  1. Duch W, Memetics and Neural Models of Conspiracy Theories.
    arXiv.org > q-bio > arXiv:1508.04561
  2. Sokolov O, Dobosz K, Dreszer J, Bałaj B, Duch W, Grzelak S, Komendzinski T, Mikolajewski D, Piotrowski T, Świerkocka M, and Weber, P. Intelligent emotions stabilization system using standardized images, breath sensor and biofeedback - preliminary findings - short communication,
    Journal of Education, Health and Sport. 5(2):260-268, 2015.

  3. Sokolov, O., Meszyński, S., Weber, P., Mikołajewski, D., Piotrowski, T., Dreszer, J., Bałaj, B., Grzelak, S., Duch, W., Komendziński, T., Dobosz, K., Świerkocka, M. Multiagent modeling of emotions influence on physiological systems: new concept.
    Journal of Education, Health and Sport. 5(1):221-240, 2015.

  4. Sokolov O, Dobosz K, Dreszer J, Bałaj B, Duch W, Grzelak S, Komendzinski T, Mikolajewski D, Piotrowski T, Świerkocka M, and Weber, P.
    Spirometry Data Analysis and Monitoring in Medical and Physiological Tests.
    Journal of Education, Health and Sport. 2015;5(3):35-46. ISSN 2391-8306. DOI: 10.5281/zenodo.16171

  5. Weihui Dai, Wlodzislaw Duch, Abdul Hanan Abdullah, Dongrong Xu, and Ye-sho Chen, Recent Advances in Learning Theory.
    Computational Intelligence and Neuroscience, Vol. 2015, Article ID 395948.

  6. Processing clinical text with domain-specific spreading activation methods.
    US Patent Application No. 12/006.813 (April 2008), published 2015, co-authors: John Pestian, Paweł Matykiewicz, Tracy Glauser, Robert Kowatch, Jackie Grupp-Phelan.

  7. Duch W, Life sciences and the quality of life, European Files, March 2015, pp. 10-11.

Posters and conference abstracts

Wywiady, prasa i radio.




    2014     2014     2014     2014     2014     2014     2014     2014     2014     2014


  1. Matykiewicz P, Duch W, Multiple inheritance problem in semantic spreading activation networks.
    Dominik Slezak, Ah-Hwee Tan, James F. Peters, Lars Schwabe (Eds.): Brain Informatics and Health - Lecture Notes in Artificial Intelligence 8609, Springer 2014, pp. 252-265.
    Presented at: The 2014 International Conference on Brain Informatics and Health, BIH 2014, Warsaw 11-14.08.2014.

  2. Sokolov O, Dobosz K, Dreszer J, Bałaj B, Duch W, Grzelak S, Komendzinski T, Mikolajewski D, Piotrowski T, Świerkocka M, and Weber, P. Intelligent emotions stabilization system using standardized images, breath sensor and biofeedback - new concept,
    IEEE SSCI 2014, Orlando.

  3. Duch W, Komunikacja jako rezonans między mózgami, w: Współczesne oblicza komunikacji i informacji. Problemy, badania, hipotezy. Red. E. Głowacka, M. Kowalska, P. Krysiński. Wyd. Naukowe UMK, Toruń 2014, str. 19-50
    Presented at: Homo Communicativus, Toruń, 24-25.06.2013

Abstracts

Neuromania, Konferencja Studentów Toruńskiej Kognitywistyki, 25-26.05.2013; posters:

Popular




    2013     2013     2013     2013     2013     2013     2013     2013     2013     2013


  1. Duch W, Dobosz K, Mikołajewski D, Autism and ADHD – two ends of the same spectrum?
    Lecture Notes in Computer Science Vol. 8226, pp. 623-630, 2013.
    Presented at the 20th International Conference on Neural Information Processing 2013, Degu, Korea.

  2. Duch W, Amuzja Wyobrażeniowa (Imagery Amusia), book chapter,
    Neuroestetyka muzyki, red. P. Podlipniak i P. Przybysz. Wydawnictwo Poznańskiego Towarzystwa Przyjaciół Nauk 2013, str. 243-266.

  3. Dobosz K, Mikołajewski D, Wójcik G.M, Duch W, Simple cyclic movements as a distinct autism feature - computational approach.
    Journal of Computer Science 14(3), 2013. DOI: 10.7494/csci.2013.14.3.475

  4. Duch W, Computational Creativity.
    Encyclopedia of Systems Biology, W. Dubitzky, O. Wolkenhauer, H. Yokota, K-H Cho (Eds.), Springer 2013, pp. 464-468
  5. Duch W, Meta-learning.
    Encyclopedia of Systems Biology, W. Dubitzky, O. Wolkenhauer, H. Yokota, K-H Cho (Eds.), Springer 2013, pp. 1293-1296
  6. Duch W, Rule discovery.
    Encyclopedia of Systems Biology, W. Dubitzky, O. Wolkenhauer, H. Yokota, K-H Cho (Eds.), Springer 2013, pp. 1879-1883
  7. Pilichowski M, Duch, W, BrainGene: computational creativity algorithm that invents novel interesting names
    2013 IEEE Symposium on Computational Intelligence for Human-like Intelligence (CIHLI) Singapore, April 2013, pp. 92-99.

  8. Duch W, Dobosz K, Sieci neuronowe w modelowaniu chorób psychicznych, rozdział w (book chapter): Tadeusiewicz R, Duch W, Korbicz J, Rutkowski L (Eds), Sieci neuronowe w inżynierii biomedycznej.
    Wyd. Exit, str 637-666, 2013 (rozdział w książce); Tłumaczenie rosyjskie.

  9. Mikołajewski D, Duch W, Modelowanie pnia mózgu, rozdział w (book chapter): Tadeusiewicz R, Korbicz J, Rutkowski L, Duch W (Eds), Sieci neuronowe w inżynierii biomedycznej.
    Wyd. Exit, str 605-636, 2013 (rozdział w książce) Tłumaczenie rosyjskie.

  10. Duch W, Brains and Education: Towards Neurocognitive Phenomics.
    In: "Learning while we are connected", Vol. 3, Eds. N. Reynolds, M. Webb, M.M. Sysło, V. Dagiene. pp. 12-23.
    Presented at: X World Conference on Computers in Education July 2-5, 2013; Toruń, Poland.

  11. Duch W, Mózgi i Edukacja: w stronę Neurokognitywnej Fenomiki.
    W: Informatyka w Edukacji, Toruń, 2-5.07.2013; str 1-14.

  12. Mikulska K, Jakubowski R, Peplowski L, Dabrowski M, Gogolinska A, Duch W, Nowak W. On applications of virtual atomic force microscope in studies of brain proteins, European Biophysics Journal With Biophysics Letters S42, p. 93

    Popular:
    Duch W, Mózg kobiety, mózg mężczyzny,
    Wywiad dla pisma "Wysokie Obcasy Extra", kwiecień 2013, ss. 45-47.




    2012     2012     2012     2012     2012     2012     2012     2012     2012     2012


  1. Szymański J, Duch W, Context Search Algorithm for Lexical Knowledge Acquisition.
    Control and Cybernetics 41(1), 1–16, 2012

  2. Rzeniewicz J, Szymański J, and Duch W, Adaptive Algorithm for Interactive Question-based Search,
    Intelligent Information Processing 385, 186-195, 2012.
    Best Paper Award at the 7th International Conference on Intelligent Information Processing (IIP2012), Guilin, China, 12-15.10.2012.

  3. Duch W, Mind-Brain Relations, Geometric Perspective and Neurophenomenology,
    American Philosophical Association Newsletter 12(1), 1-7, 2012.

  4. Duch W, Autonomy requires creativity and meta-learning, Journal of Artificial General Intelligence 3(2), 39–41, 2012

  5. Duch W. (2012) What can we know about ourselves and how do we know it?
    In: Ed. B. Buszewski, M. Jaskuła, The World Without Borders - Science Without Borders. Societas Humboldtiana Polonorum, 2012, pp. 181-208.
  6. Duch, W, Tan, Ah-Hwee, Franklin, Stan, Cognitive architectures and autonomy: Commentary and Response. Special issue of the Journal of Artificial General Intelligence 3(2), 2012

  7. Blachnik M, Kordos M, Duch W. (2012), Extraction of prototype-based threshold rules using neural training procedure.
    A.E. Villa, W. Duch, P. Erdi, F. Masulli, G. Palm, Lecture Notes in Computer Science 7553, pp. 255–262, 2012
    Presented at the ICANN 2012 conference, Lausanne, Switzerland

  8. Maszczyk T, Duch W, Recursive Similarity-Based Algorithm for Deep Learning.
    T. Huang et al. (Eds.): Lecture Notes in Computer Science 7665, pp. 390–397. Springer, Heidelberg, 2012
    Presented at ICONIP 2012, Doha, Qatar,
  9. Szymański J, Duch W, Annotating Words Using WordNet Semantic Glosses.
    T. Huang et al. (Eds.): Lecture Notes in Computer Science 7666, pp. 180–187, Springer, Heidelberg, 2012
    Presented at ICONIP 2012, Doha, Qatar.

  10. Szymański J, Duch W, Self Organizing Maps for visualization of categories.
    T. Huang et al. (Eds.): Lecture Notes in Computer Science 7663, pp. 160–167. Springer, Heidelberg, 2012
    Presented at ICONIP 2012, Doha, Qatar,

  11. Blachnik M, Duch W, Maszczyk T. (2012), Feature ranking methods used for selection of prototypes.
    A.E. Villa, W. Duch, P. Erdi, F. Masulli, G. Palm, Lecture Notes in Computer Science 7553, pp. 296–304, 2012
    Presented at the ICANN 2012 conference, Lausanne, Switzerland

  12. Duch W, Nowak W, Meller J, Osiński G, Dobosz K, Mikołajewski D, and Wójcik G.M, Computational approach to understanding autism spectrum disorders.
    Computer Science 13(2): 47–61, 2012.

  13. Duch W, Maszczyk T, Jankowski N, Make it cheap: learning with O(nd) complexity.
    2012 IEEE World Congress on Computational Intelligence, Brisbane, Queensland, Australia, 10-15.06.2012, IJCNN, IEEE Press (ISBN: 978-1-4673-1489-3), pp. 132-135.
  14. Maszczyk T, Duch W, Locally Optimized Kernels.
    Lecture Notes in Computer Science Vol. 7267, pp. 412–420, 2012.
    Presented at the International Conference on Artificial Intelligence and Soft Computing (ICAISC 2012).
  15. Duch W, Future Trends in Computational Intelligence from the 2012 perspective,
    Foresight 2020, book chapter (2012); presented at the 11th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2012), Zakopane, Poland.

  16. Duch W, Jak reprezentowane są pojęcia w mózgu i co z tego wynika. In Polish, book chapter, in: „Pojęcia. Jak reprezentujemy i kategoryzujemy świat”, red. J. Bremer, A. Chuderski, Wyd. TAiWPN, Kraków 2011, pp. 459-494
  17. Duch W. (2012) Neuronauki i natura ludzka. W: Nauki przyrodnicze a nowy ateizm, seria "Filozofia przyrody i nauk przyrodniczych", red. M. Słomka, str. 79-122
    Książka wydana po konferencji, 16-17.11.2011, KUL, Lublin (nagrania z konferencji).

Popular:
Wywiad dla „Bloomberg Businessweek Polska”, wrzesień 2012.


    2011     2011     2011     2011     2011     2011     2011     2011     2011     2011


  1. Szymański J, Duch W, Information Retrieval with Semantic Memory model
    Cognitive Systems Research, 14 (2012) 84-100;
    electronic version published 24.11.2011, DOI information: 10.1016/j.cogsys.2011.02.002

  2. Duch W, Lee M (Editors), Preface to the special issue on "Computational Modeling and Application of Cognitive Systems".
    Cognitive Systems Research 14, 2012.
  3. Duch W, Dobosz K, Visualization for Understanding of Neurodynamical Systems.
    Cognitive Neurodynamics 5(2), 145-160, 2011.
  4. Blachnik M, Duch W, LVQ algorithm with instance weighting for generation of prototype-based rules.
    Neural Networks 24(8), 824–830, 2011. DOI: 10.1016/j.neunet.2011.05.013.
  5. Duch W, Dobosz K, Attractors in Neurodynamical Systems.
    Advances in Cognitive Neurodynamics II (eds. R. Wang, F. Gu), pp. 157-161, 2011
  6. Duch W, Neurodynamics and the mind.
    Proc. of the International Joint Conference on Neural Networks, San Jose, CA, IEEE Press, pp. 3227--3234, 2011.
    Presented at the IJCNN 2011, San Jose, special session "What Neural Modeling Tells Us about Ourselves''.
  7. Duch W, Maszczyk T, Grochowski M, Optimal Support Features for Meta-Learning. | Show abstract
    Book chapter, in: Meta-learning in Computational Intelligence. Studies in Computational Intelligence. Eds: N. Jankowski, K. Grabczewski, W. Duch, Springer 2011, pp. 317-358.
  8. Grochowski M, Duch W, Fast Projection Pursuit Based on Quality of Projected Clusters.
    Lecture Notes in Computer Science Vol. 6594, pp. 89-97, 2011.
    Presented at ICANGA 2011.
  9. Szymański J, Duch W, Induction of the common-sense hierarchies in lexical data.
    Lecture Notes in Computer Science Vol. 7063, pp. 726-734, 2011.
    Presented at the 19th International Conference on Neural Information Processing 2011, Shanghai, China.

  10. Cutsuridis V, Heida C , Duch W, Doya K, Neurocomputational Models of Brain Disorders.
    Preface to the special issue of the Neural Networks 24(6), 513-514, 2011.
  11. Duch W, Nowak W, Meller J, Osinski G, Dobosz K, Mikołajewski D, and Wójcik G.M, Consciousness and attention in autism spectrum disorders.
    In: Proceedings of Cracow Grid Workshop 2010, pp. 202-211, 2011.

  12. 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 Xue, Chen Yanover, Hao Zhang, Shanfeng Zhu, Michael T. Rock, James E. Crowe Jr., Christos Panayiotou, Marios M. Polycarpou, Włodzisław Duch, Vladimir Brusic, Machine Learning Competition in Immunology – Prediction of HLA class I molecules.
    Special issue of Journal of Immunological Methods 30;374(1-2):1-4, 2011.
    Epub 2011 Sep 29

  13. Duch W, Free Will and the Brain: Are we automata?
    In: 3rd International Forum on Ethics and Humanism in European Science, Environment and Culture, Ed. M.Jaskuła, B.Buszewski, A. Sękowski and Z. Zagórski, Societas Humboldtiana Polonorum, 2011, pp. 155-170.
  14. Szymański J, Duch W, Wizualizacja struktury Wikipedii do wspomagania wyszukiwania informacji.
    W: Wizualizacja wiedzy. Od Biblii pauperum do hipertekstu, Warszawa 2011, str. 312-319

Popular, introductions:

Interview:

Abstracts:




    2010     2010     2010     2010     2010     2010     2010     2010     2010     2010


  1. Dobosz K, Duch W. (2010) Understanding Neurodynamical Systems via Fuzzy Symbolic Dynamics.
    Neural Networks Vol. 23 (2010) 487-496, 2010
    http://dx.doi.org/10.1016/j.neunet.2009.12.005
  2. Blachnik M, Duch W, Improving accuracy of LVQ algorithm by instance weighting.
    Lecture Notes in Computer Science Vol. 6353, pp. 256-266, 2010.
    Presented at the 20th International Conference on Artificial Neural Networks (ICANN 2010), Thesalloniki, Greece, 15-18.09.2010.
  3. Duch W, Dobosz K, Jovanovic A, Klonowski W. (2010) Exploring the landscape of brain states
    NeuroMath COST Action BM0601, archived in Frontiers in Neuroscience.

  4. Grochowski M, Duch W. (2010) Constructive Neural Network Algorithms that Solve Highly Non-Separable Problems
    In: Constructive Neural Networks, Springer Studies in Computational Intelligence Vol. 258, pp. 49-70.
    Eds. Franco L, Elizondo D.A, Jerez, J.M.
  5. Grudziński K, Grochowski M, and Duch W, Pruning Classification Rules with Reference Vectors Selection Methods
    Lecture Notes in Computer Science Vol. 6113, pp. 347-354, 2010.
    Presented at the International Conference on Artificial Intelligence and Soft Computing (ICAISC 2010).

  6. Jovanovic A, Perovic A, Klonowski W, Duch W, Dordević Z, Spasić S. (2010) Detection of Structural Features in Biological Signals.
    Journal of Signal Processing Systems (Springer), 60(1), 115-129, 2010, DOI 10.1007/s11265-009-0407-7

  7. Kachel A, Duch W, Blachnik M, Biesiada J, Infosel++: Information Based Feature Selection C++ Library.
    Lecture Notes in Computer Science Vol. 6113, pp. 388-396, 2010.
    Presented at the International Conference on Artificial Intelligence and Soft Computing (ICAISC 2010).

  8. Maszczyk T, Duch W, Almost Random Projection Machine with Margin Maximization and Kernel Features.
    Lecture Notes in Computer Science Vol. 6353, pp. 40-48, 2010.
    Presented at the 20th International Conference on Artificial Neural Networks (ICANN 2010), Thesalloniki, Greece, 15-18.09.2010.
  9. Maszczyk T, Duch W, Support Feature Machine for DNA microarray data.
    Lecture Notes in Artificial Intelligence Vol. 6086, pp. 178-186, 2010.
    Presented at: 7th International Conference on Rough Sets and Current Trends in Computing (RSCTC 2010); PPTX presentation: Support Feature Machine for DNA microarray data (PPTX 1.0 MB).
  10. Maszczyk T, Duch W, Support Feature Machines: Support Vectors are not enough.
    World Congress on Computational Intelligence, IEEE Press, pp. 3852-3859, 2010.
    Presented at: World Congress on Computational Intelligence (WCCI), July 2010, Barcelona, Spain.
  11. Maszczyk T, Duch W, Triangular Visualization
    Lecture Notes in Computer Science Vol. 6113, pp. 445-452, 2010.
    Presented at the International Conference on Artificial Intelligence and Soft Computing (ICAISC 2010).

  12. Maszczyk T, Grochowski M, Duch W. (2010) Discovering Data Structures using Meta-learning, Visualization and Constructive Neural Networks
    In: Advances in Machine Learning II, Springer Studies in Computational Intelligence, Vol. 262, pp. 467-484.
    Eds. Koronacki J, Ras Z.W, Wierzchon S.T, Kacprzyk J.
    Dedicated to the Memory of Professor Ryszard S. Michalski.

  13. Perovic A, Klonowski W, Duch W, Djordjevic Z and Jovanovic A. (2010) Weak brain connectivity and causality measures
    NeuroMath COST Action BM0601, archived in Frontiers in Neuroscience.

  14. Spasić S, Perović A, Klonowski W, Duch W, Jovanovic A, Forensics of Features in the Spectra of Biological Signals.
    International Journal of Bioelectromagnetism 12(2): 62 - 75, 2010

  15. Szymański J, Duch W, Representation of hypertext documents based on terms, links and text compressibility
    Lecture Notes in Computer Science Vol. 6443, pp. 282-289, 2010.
    Presented at the 18th International Conference on Neural Information Processing 2010, Sydney, Australia.

  16. Szymański J, Duch W, Dynamic Semantic Visual Information Management.
    In: Series of Information and Management Sciences, California Polytechnic State University, 9th Int Conf on Information and Management Sciences (IMS 2010), pp. 130-138.
    Presented at the Ninth International Conference on Information and Management Sciences (IMS 2010), Urumchi, China, 11-19.08.2010.
  17. Duch W. (2010) Architektury kognitywne.
    In: Neurocybernetyka teoretyczna, Wyd. Uniwersytetu Warszawskiego, Rozdz. 14, pp. 329-361, ed. R. Tadeusiewicz
  18. Duch W. (2010) Czy jesteśmy automatami? Mózgi, wolna wola i odpowiedzialność.
    Rozdz. 8, str. 219-264, Na ścieżkach neuronauki. red. P. Francuz, Lublin: Wydawnictwo KUL.
  19. Duch W. (2010) Reprezentacje umysłowe jako aproksymacje stanów mózgu.
    Studia z Kognitywistyki i Filozofii Umysłu 3: 5-28, 2009 (appeared in 2010)

Popular:




    2009     2009     2009     2009     2009     2009     2009     2009     2009     2009


  1. Duch W, Maszczyk T. (2009) Universal Learning Machines.
    C.S. Leung, M. Lee, J.H. Chan (Eds.): ICONIP2009, Part II, Lecture Notes in Computer Science Vol. 5864: 206–215.
    Presented at the ICONIP 2009, Bangkok, Thailand.

  2. Duch W, Maszczyk T. (2009) Almost Random Projection Machine
    Lecture Notes in Computer Science Vol. 5768: 789-798
    Presented at the ICANN 2009
  3. Grochowski M, Duch W. (2009) Constrained Learning Vector Quantization or Relaxed k-Separability
    Lecture Notes in Computer Science Vol. 5768: 151-160
    Presented at the ICANN 2009
  4. Klonowski W, Duch W, Perovic A, Jovanovic A, Some Computational Aspects of the Brain Computer Interfaces Based on Inner Music.
    Computational Intelligence and Neuroscience, Vol 2009, Article ID 950403, 9 pages, 2009. doi:10.1155/2009/950403

  5. Klonowski W, Duch W, Perovic A, Jovanovic A, Automatic detection of spectroscopic features.
    Proc. of. Neuromath, Leuven 2009.

  6. Duch W, Neurocognitive Informatics Manifesto.
    In: Series of Information and Management Sciences, California Polytechnic State University, 8th Int Conf on Information and Management Sciences (IMS 2009), Kunming-Banna, Yunan, China, pp. 264-282.
  7. Matykiewicz P, Duch W, Pestian J.P, Clustering semantic spaces of suicide notes and newsgroups articles.
    Proceedings of BioNLP Workshop, ACL, pp. 179-184, 2009.
    Presented at BioNLP Workshop, Boulder, Colorado, June 4-5, 2009
  8. Pilichowski M, Duch W, Neurocognitive Approach to Creativity in the Domain of Word-invention .
    Lecture Notes in Computer Science 5507, pp. 88–96, 2009. Online doi: 10.1007/978-3-642-03040-6_11
    In: Köppen, M., Kasabov, N., Coghill, G. (Eds.): 15th International Conference on Neural Information Processing (ICONIP 2008), Auckland, New Zealand, November 25-28, 2008, Part II.
  9. Matykiewicz P, Duch W, Zender P.M, Crutcher K.A, Pestian J.P, Neurocognitive approach to clustering of PubMed query results.
    Lecture Notes in Computer Science 5507, pp. 70–79, 2009. Online doi: 10.1007/978-3-642-03040-6_9
    In: Köppen, M., Kasabov, N., Coghill, G. (Eds.): 15th International Conference on Neural Information Processing (ICONIP 2008), Auckland, New Zealand, November 25-28, 2008, Part II.
  10. Blachnik M, Duch W, Kachel A, Biesiada J. (2009). Feature Selection for High-Dimensional Data: A Kolmogorov-Smirnov Class Correlation-Based Filter.
    Methods of Artificial Intelligence, pp. 33-40.
    Presented at: Symposium on Methods of Artificial Intelligence, 18-19 November 2009, Gliwice, Poland
  11. Duch W, Umysł, świadomość i działania twórcze (Mind, consciousness and creativity, in Polish).
    Kognitywistyka i Media w Edukacji 1-2, 9-40, 2008 (appeared in 2009).

Abstracts




    2008     2008     2008     2008     2008     2008     2008     2008     2008     2008


  1. Duch W, Matykiewicz P, and Pestian J, Neurolinguistic Approach to Natural Language Processing with Applications to Medical Text Analysis. | Abstract.
    Neural Networks 21(10), 1500-1510, 2008 (on-line from Science Direct).

  2. Kordos M, Duch W, Variable Step Search Training for Feedforward Neural Networks. | Abstract.
    Neurocomputing 71(13-15), 2470-2480, 2008. (doi:10.1016/j.neucom.2008.02.019 on line).
  3. Duch W, Mandic D.P, Preface to the Special Issue of Elsevier Neural Networks, selected articles from the 17th International Conference on Artificial Neural Networks (ICANN), Porto, Portugal, Sept. 2007, eds. W. Duch and D.P. Mandic.
    Neural Networks 21(6), 797-798, 2008.
  4. Blachnik M, Duch W, Building Localized Basis Function Networks Using Context Dependent Clustering
    Lecture Notes in Computer Science, vol. 5163, 482-491, 2008.
    Presented at: International Conference on Artificial Neural Networks (ICANN'08), Prague, Czech Republic
  5. Grochowski M, Duch W, Projection Pursuit Constructive Neural Networks Based on Quality of Projected Clusters
    Lecture Notes in Computer Science, vol. 5164, 754-762, 2008.
    Presented at: International Conference on Artificial Neural Networks (ICANN'08), Prague, Czech Republic
  6. Duch W, Szymański J, Semantic Web: Asking the Right Questions.
    Series of Information and Management Sciences, M. Gen, X. Zhao and J. Gao, Eds, California Polytechnic State University, CA, USA, pp. 456-463, 2008.
    Presented at 7th International Conference on Information and Management Sciences, Urumchi,China, Aug.12-19, 2008.
  7. Dobosz K, Duch W, Fuzzy Symbolic Dynamics for Neurodynamical Systems.
    Lecture Notes in Computer Science, vol. 5164, 471-478, 2008.
    Presented at: International Conference on Artificial Neural Networks (ICANN'08), Prague, Czech Republic
  8. Maszczyk T, Duch W, Support Vector Machines for visualization and dimensionality reduction.
    Lecture Notes in Computer Science, vol. 5163, 346-356, 2008.
    Presented at: International Conference on Artificial Neural Networks (ICANN'08), Prague, Czech Republic
  9. Maszczyk T, Duch W, Comparison of Shannon, Renyi and Tsallis Entropy used in Decision Trees. | Abstract.
    Lecture Notes in Computer Science, Vol. 5097, 643-651, 2008.
    Presented at the International Conference on Artificial Intelligence and Soft Computing (ICAISC'08), Zakopane, Poland
  10. Grochowski M, Duch W, A Comparison of Methods for Learning of Highly Non-Separable Problems. | Abstract.
    Lecture Notes in Computer Science, Vol. 5097, 566-577, 2008.
    Presented at the International Conference on Artificial Intelligence and Soft Computing (ICAISC'08), Zakopane, Poland
  11. Szymański J, Duch W, Knowledge representation and acquisition for large-scale semantic memory.
    Presented at the World Congress on Computational Intelligence (WCCI'08), Hong Kong, 1-6 June 2008, IEEE Press, pp. 3117-3124
  12. Szymański J, Sarnatowicz T, Duch W, Towards Avatars with Artificial Minds: Role of Semantic Memory. | Abstract.
    Journal of Ubiquitous Computing and Intelligence, American Scientific Publishers, 2, 1-11, 2008.
  13. Duch W, Oentaryo R.J, Pasquier M, Cognitive architectures: where do we go from here? | Abstract.
    In: Frontiers in Artificial Intelligence and Applications, Vol. 171 (Ed. by Pei Wang, Ben Goertzel, and Stan Franklin), IOS Press, pp. 122-136.
    Presented at Artificial General Intelligence (AGI 2008), Memphis, March 1-3, 2008
  14. Biesiada J, Duch W,
    A Kolmogorov-Smirnov correlation-based filter solution for microarray gene expressions data. | Abstract.
    Springer Lecture Notes in Computer Science, Vol. 4985, pp. 285–294, 2008,
    Presented at the 14th Int. Conference on Neural Information Processing (ICONIP07), Kitakyushu, Japan, Nov.2007
  15. Biesiada J, Duch W, Feature Selection for High-Dimensional Data: A Pearson Redundancy Based Filter | Abstract.
    Advances in Soft Computing Vol. 45, 242-249, 2008.
  16. Blachnik M, Duch W, Prototype rules from SVM | Abstract.
    Book chapter, in: Rule Extraction from Support Vector Machines, ed. J. Diederich, Springer Studies in Computational Intelligence, Vol. 80, 163-184, 2008.
  17. Duch W, Perspektywy neuromarketingu.
    W: Neuromarketing. Interdyscyplinarne spojrzenie na klienta. H. Mruk, M. Schneider (red), Wyd. Uniw. Przyrodniczego w Poznaniu, str. 39-49, 2008.

Abstracts




    2007     2007     2007     2007     2007     2007     2007     2007     2007     2007


  1. Duch W, Intuition, Insight, Imagination and Creativity.
    IEEE Computational Intelligence Magazine 2(3), August 2007, pp. 40-52
  2. Duch W, Computational Models of Dementia and Neurological Problems. | Abstract.
    Chapter 17 of a book: Neuroinformatics, C.J. Crasto (Ed), "Methods in Molecular Biology" series (J. Walker, series ed.), Humana Press, Totowa, NJ, pp. 307-336, 2007
  3. Duch W, Creativity and the Brain. | Abstract.
    A Handbook of Creativity for Teachers. Ed. Ai-Girl Tan, Singapore: World Scientific Publishing 2007, pp. 507-530.
  4. Duch W, What is Computational Intelligence and where is it going? | Abstract.
    In: W. Duch and J. Mandziuk, Challenges for Computational Intelligence. Springer Studies in Computational Intelligence, Vol. 63, 1-13, 2007.
  5. Duch W, Towards comprehensive foundations of computational intelligence. | Show abstract
    In: W. Duch and J. Mandziuk, Challenges for Computational Intelligence. Springer Studies in Computational Intelligence, Vol. 63, 261-316, 2007.
  6. Duch W, Learning data structures with inherent complex logic: neurocognitive perspective. | Abstract.
    Presented at the 6th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics (CIMMACS '07), Tenerife, Canary Islands, Spain, Dec. 14-16, 2007, pp. 294-303
  7. Duch W, Matykiewicz P, Pestian J, Neurolinguistic Approach to Vector Representation of Medical Concepts. | Abstract.
    Presented at the 20th Int. Joint Conference on Neural Networks (IJCNN), Orlando, IEEE Press, August 12-17, 2007, pp. 3110-3115
  8. Duch W, Matykiewicz P, Pestian J, Towards Understanding of Natural Language: Neurocognitive Inspirations. | Abstract.
    Springer Lecture Notes in Computer Science, Vol. 4668, 953–962, 2007.
  9. Duch W, Pilichowski M, Experiments with computational creativity. | Abstract.
    Neural Information Processing – Letters and Reviews, Vol. 11, No. 4-6, April/June 2007, pp. 123-133
  10. Duch W, Swaminathan K, Meller J, Artificial Intelligence Approaches to Rational Drug Design and Discovery. | Abstract.
    Current Pharmaceutical Design, Vol. 13(14), 1497-1508, 2007.
  11. Grochowski M, Duch W, Learning highly non-separable Boolean functions using Constructive Feedforward Neural Network. | Abstract.
    Springer Lecture Notes in Computer Science, Vol. 4668, 180-189, 2007.

  12. Itert L, Duch W, Pestian J, Influence of a priori Knowledge on Medical Document Categorization, | Abstract.
    IEEE Symposium on Computational Intelligence in Data Mining, IEEE Press, April 2007, pp. 163-170.
  13. Pestian J, Brew C, Matykiewicz P, Hovermale D.J, Johnson N, Cohen K.B, Duch W, A shared task involving multi-label classification of clinical free text. | Abstract.
    BioNLP 2007: Biological, translational, and clinical language processing, pp. 97–104, ACL 2007.
    Data for the Challenge is at the CMS site.
  14. Rajan J, Davis K.C, Matykiewicz P, Duch W, Pestian J, Medical Acronym Disambiguation Using Online Sources .
    Presented at the International Conference on Enterprise Information Systems and Web Technologies, pp. 123-130, 2007.
  15. Szymański J, Duch W, Semantic Memory Knowledge Acquisition Through Active Dialogues. | Abstract.
    Presented at the 20th Int. Joint Conference on Neural Networks (IJCNN), Orlando, IEEE Press, August 2007, pp. 536-541
  16. Szymański J, Duch W, Semantic Memory Architecture for Knowledge Acquisition and Management. | Abstract.
    Presented at the Sixth International Conference on Information and Management Sciences (IMS2007), July 1-6, 2007, California Polytechnic State University, CA, pp. 342-348
  17. Duch W, Neuroestetyka i ewolucyjne podstawy przeżyć estetycznych.
    Współczesna Neuroestetyka, Wyd. Poli-Graf-Jak, Poznań 2007, str. 47-52.

Abstracts, reviews and popular articles




    2006     2006     2006     2006     2006     2006     2006     2006     2006     2006


  1. Blachnik M, Duch W Prototype-based threshold rules. | PDF file.
    Lecture Notes in Computer Science, Vol. 4234, 1028-1037, 2006.
    Presented at the 13th Int. Conference on Neural Information Processing (ICONIP'2006), Hong Kong, Oct. 2006.

  2. Duch, W, K-separability. | PDF file.
    Lecture Notes in Computer Science 4131, 188-197, 2006.
  3. Pestian J.P, Itert L, Andersen C, Duch W, Preparing Clinical Text for Use in Biomedical Research.
    Journal of Database Management 17(2), 1-11, 2006.
  4. Duch W, Biesiada J, Margin-based feature selection filters for microarray gene expression data. | PDF file.
    International Journal of Information Technology and Intelligent Computing 1, 9-33, 2006
  5. Kordos M, Duch W, Variable Step Search MLP Training Method | PDF file.
    International Journal of Information Technology and Intelligent Computing 1, 45-56, 2006
  6. Matykiewicz P, Duch W, Pestian J, Nonambiguous Concept Mapping in Medical Domain, | PDF file.
    Lecture Notes in Artificial Intelligence, Vol. 4029, 941-950, 2006
  7. Blachnik M, Duch W, Wieczorek T, Selection of prototypes rules – context searching via clustering. | PDF file.
    Lecture Notes in Artificial Intelligence, Vol. 4029, 573-582, 2006
  8. Duch W, Filter Methods. | PDF file.
    In: Feature extraction, foundations and applications. Eds: I. Guyon, S. Gunn, M. Nikravesh, L. Zadeh, Studies in Fuzziness and Soft Computing, Physica-Verlag, Springer, 2006, pp. 89-118
  9. Duch W, Computational Creativity. | PDF file.
    Presented at the World Congress on Computational Intelligence (WCCI'06), Vancouver, 16-21 July 2006, IEEE Press, pp. 1162-1169
  10. Lee W.K, Duch W, Ng G.S, Robot Space Exploration Using Peano Paths Generated by Self-Organizing Maps. | PDF file.
    Presented at the 9th International Conference on Control, Automation, Robotics and Vision, ICARCV 2006, Singapore, 6-8.12.2006, IEEE Press, pp. 1325-1330
  11. Duch W (2006) Madhyamika, nauka i natura rzeczywistości. Uwagi na marginesie książki: Matthieu Ricard i Trinh Xuan Thuan, Nieskończoność w Jednej Dłoni: Od Wielkiego Wybuchu do Oświecenia. (Madhaymika, science and reality. Remarks on the book by Matthieu Ricard i Trinh Xuan Thuan, The Quantum and the Lotus: a Journey to the Frontiers Where Science and Buddhism Meet.
    Kognitywistyka i Media w Edukacji 1-2:293-316, 2006 (in Polish).

Abstracts, reviews and popular articles




    2005     2005     2005     2005     2005     2005     2005     2005     2005     2005


  1. Duch W, Brain-inspired conscious computing architecture. | PDF file.
    Journal of Mind and Behavior, Vol. 26(1-2), 1-22, 2005
  2. Duch W, Rules, Similarity, and Threshold Logic.
    Commentary on Emmanuel M. Pothos, The Rules versus Similarity distinction.

    Behavioral and Brain Sciences Vol. 28 (1): 23-23, 2005
  3. Duch W, Uncertainty of data, fuzzy membership functions, and multi-layer perceptrons. | PDF file.
    IEEE Transactions on Neural Networks 16(1): 10-23, 2005
  4. Kordos M, Duch W, A Survey of Factors Influencing MLP Error Surface. | PDF file.
    Control and Cybernetics 33(4): 611-631, 2004 (appeared in 2005).
  5. Duch W, Support Vector Neural Training. | PDF file.
    Lecture Notes in Computer Science, Vol 3697, 67-72, 2005
  6. Itert L, Duch W, Pestian J, Medical document categorization using a priori knowledge, | PDF file.
    Lecture Notes in Computer Science, Vol 3696, 641-646, 2005
  7. Duch W, Internal representations of multi-layered perceptrons.
    In: Issues in Intelligent Systems: Paradigms. Eds. O. Hryniewicz, J. Kacprzyk, J. Koronacki, S.T. Wierzchoń, Exit, Warszawa 2005, pp. 49-62.
  8. Szymański J, Sarnatowicz T, Duch W, Semantic memory for avatars in cyberspace. | PDF file.
    2005 International Conference on Cyberworlds, Singapore 23-25 Nov. 2005, T.L. Kunii, S.H. Soon and A. Sourin (eds), IEEE Computer Society, pp. 165-171
  9. Duch W, Szymański J, Sarnatowicz T, Concept description vectors and the 20 question game. | PDF file.
    Intelligent Information Processing and Web Mining, Advances in Soft Computing, Springer Verlag, ISBN 3-540-25056-5 (Eds. Klopotek, M.A., Wierzchon, S.T., Trojanowski, K.), pp. 41-50, 2005.
  10. Duch W, Matykiewicz, P. Minimum Spanning Trees Displaying Semantic Similarity. | PDF file.
    Intelligent Information Processing and Web Mining, Advances in Soft Computing, Springer Verlag, ISBN 3-540-25056-5 (Eds. Klopotek, M.A., Wierzchon, S.T., Trojanowski, K.), pp. 31-40, 2005.
  11. Biesiada J, Duch W (2005), Feature Selection for High-Dimensional Data: A Kolmogorov-Smirnov Correlation-Based Filter. | PDF file.
    In: Computer Recognition Systems. Proc. of the 4th International Conference on Computer Recognition Systems (CORES'05), Ed. M. Kurzynski, E. Puchała, M. Wozniak, A. Zolnierek, Advances in Soft Computing, Springer Verlag, ISBN: 3-540-25054-9, pp. 95-104, 2005.

  12. Blachnik M, Duch W, Wieczorek T, Probabilistic distance measures for prototype-based rules. | PDF file.
    Proc. of the 12th Int. Conference on Neural Information Processing (ICONIP'2005), Taipei, Taiwan, pp. 445-450
  13. Blachnik M, Duch W, Wieczorek T, Threshold rules decision list. | PDF file.
    In: T. Burczyński et al. (Eds), Methods of Artificial Intelligence, AI-METH Series, Gliwice 2005, pp. 23-24
  14. Wieczorek T, Blachnik M, Duch W. (2005), Influence of probability estimation parameters on stability of accuracy in prototype rules using heterogeneous distance functions. | PDF file.
    In: Proceedings of the Artificial Intelligence Studies, Vol.2 (25), 2005, pp. 71-78.
    Presented at the VII International Conference on Artificial Intelligence AI-20'2005, 22-23.09, Siedlce, Poland.

  15. Biesiada J, Duch W. Kachel A, Maczka K, Palucha S (2005), Feature ranking methods based on information entropy with Parzen windows. | PDF file.
    In: Proceedings of the 9th International Conference on Research in Electrotechnology and Applied Informatics (REI'05), 31.08-3.09.2005, Katowice-Kraków, Poland, Vol. I, pp. 109-119.

  16. Duch W, Jankowski N, Grabczewski K, Computational intelligence methods for information understanding and information management. | PDF file.
    The 4th International Conference on Information and Management Sciences (IMS2005), July 1-10, 2005, Kunming, China, Vol. 4. Series of Information and Management Sciences, California Polytechnic State University, pp. 281-287
  17. Duch W, Future of the information society and information technology from the 2005 perspective.
    In: New Age Communication Media. ICFAI Press 2005



    2004     2004     2004     2004     2004     2004     2004     2004     2004     2004


  1. Duch W, Setiono R, Zurada J.M, Computational intelligence methods for understanding of data. | PDF file.
    Proc. of the IEEE 92(5) (2004) 771- 805 (see also the front cover of the issue, and the Prolog by J. Esch Full Bibtex Entry
  2. Duch W, Blachnik M, Fuzzy rule-based systems derived from similarity to prototypes.
    Lecture Notes in Computer Science, Vol. 3316 (2004) 912-917. Full Bibtex Entry
  3. Kordos M, Duch W, On Some Factors Influencing MLP Error Surface. | PDF file.
    The 7th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2004), Zakopane, Poland, June 2004. Eds. L. Rutkowski, J. Siekemann, R. Tadeusiewicz, L. Zadeh. Lecture Notes in AI Vol. 3070 (2004) 217-222
  4. Duch W, Visualization of hidden node activity in neural networks: I. Visualization methods. | PDF file.
    The 7th International Conference on Artificial Intelligence and Soft Computing (ICAISC 2004), Zakopane, Poland, June 2004. Eds. L. Rutkowski, J. Siekemann, R. Tadeusiewicz, L. Zadeh. Lecture Notes in AI Vol. 3070 (2004) 38-43
  5. Duch W, Visualization of hidden node activity in neural networks: II. Application to RBF networks. | PDF file.
    The 7th International Conference on Artificial Intelligence and Soft Computing (ICAISC), Zakopane, Poland, June 2004. Eds. L. Rutkowski, J. Siekemann, R. Tadeusiewicz, L. Zadeh. Lecture Notes in AI Vol. 3070 (2004) 44-49
  6. Duch W, Mandziuk J, Quo Vadis Computational Intelligence? | PDF file.
    In: Machine Intelligence. Quo Vadis? Eds: P. Sinčák, J. Vaščák, K. Hirota. Advances in Fuzzy Systems - Applications and Theory - Vol. 21, World Scientific, 2004, pp. 3-28
  7. Pestian J, Itert L, and Duch W, Development of a Pediatric Text-Corpus for Part-of-Speech Tagging,
    Intelligent Information Processing and Web Mining, Eds. M.A. Klopotek, S.T. Wierzchon, K. Trojanowski. Advances in Soft Computing, Springer 2004, pp. 219-226
  8. Duch W, Wieczorek T, Biesiada J, Blachnik M, Comparison of feature ranking methods based on information entropy. | PDF file.
    Proc. of International Joint Conference on Neural Networks (IJCNN), Budapest 2004, IEEE Press, pp. 1415-1420
  9. Kordos M, Duch W, Variable step size search algorithm for MLP training.
    The 8th IASTED International Conference on Artificial Intelligence and Soft Computing (ASC 2004), Sept. 1-3, 2004, Marbella, Spain, pp.215-220



    2003     2003     2003     2003     2003     2003     2003     2003     2003     2003


  1. Duch W, Just bubbles? Commentary on Steven Lehar, Gestalt Isomorphism and the Primacy of Subjective Conscious Experience: A Gestalt Bubble Model. | PDF file.
    Behavioral and Brain Sciences 26(4) (2003) 410-411

  2. Duch, W, Coloring black boxes: visualization of neural network decisions. | PDF file.
    International Joint Conference on Neural Networks, Portland, Oregon, 2003, IEEE Press, Vol. I, pp. 1735-1740

  3. Kordos M, Duch, W, Multilayer Perceptron Trained with Numerical Gradient. | PDF file.
    International Conference on Artificial Neural Networks (ICANN) and International Conference on Neural Information Processing (ICONIP), Istanbul, June 2003, pp. 106-109

  4. Kordos M, Duch, W, Search-based training for logical rule extraction by Multilayer Perceptron. | PDF file.
    International Conference on Artificial Neural Networks (ICANN) and International Conference on Neural Information Processing (ICONIP), Istanbul, June 2003, pp. 86-89

  5. Duch W, Winiarski T, Biesiada J, Kachel, A, Feature Ranking, Selection and Discretization. | PDF file.
    International Conference on Artificial Neural Networks (ICANN) and International Conference on Neural Information Processing (ICONIP), Istanbul, June 2003, pp. 251-254. Full Bibtex Entry
  6. Duch W, Itert L, Committees of Undemocratic Competent Models. | PDF file.
    International Conference on Artificial Neural Networks (ICANN) and International Conference on Neural Information Processing (ICONIP), Istanbul, June 2003, pp. 33-36

  7. Grudzinski K, Karwowski M, Duch W, Computational Intelligence Study of the Iron Age Glass Data. | PDF file.
    International Conference on Artificial Neural Networks (ICANN) and International Conference on Neural Information Processing (ICONIP), Istanbul, June 2003, pp. 17-20

  8. Duch W, Synchronicity, Mind and Matter | link to PDF.
    Neuroquantology 1 (2003) 36-57
    Reprinted from The International Journal of Transpersonal Studies 21 (2002) 155-170.
  9. Duch, W, Complex Agents for Socio-Cognitive Engineering.
    First International Workshop on Socio-Cognitive Engineering Foundations (SCEF-2003), Rome, Italy, Sept 30 - Oct 1, 2003

  10. Duch W, Bioinformatics in Singapore.
    Neural Networks Society (INNS, ENNS, JNNS) Newsletter, Vol. 1, No. 1, March 2003, pp. 8-9

  11. Rutkowska D, Duch W, From the editors.
    Artificial and Computational Intelligence, special issue of the TASK Quarterly, Vol. 1/2003, pp. 1-2

  12. Duch W, Connectionism and computational intelligence,
    ICONIP 2002 discussion panel. INNS Newsletter Vol. 1, no. 2, p.2 (2003)
  13. Duch W, Neurokognitywna teoria świadomości. | PDF file.
    Studia z kognitywistyki i filozofii umysłu (red. W. Dziarnowska i A. Klawiter). Tom. I, Subiektywność a świadomość. Zysk i S-ka, Poznań 2003, str. 133-154.
  14. Duch W, Geometryczny model umysłu. | PDF file.
    Kognitywistyka i Media w Edukacji, Vol. 6 (2002) 199-230 (appeared in 2003)

Abstracts, reviews and popular articles




    2002     2002     2002     2002     2002     2002     2002     2002     2002     2002


  1. Duch W, Synchronicity, Mind and Matter.
    The International Journal of Transpersonal Studies 21 (2002) 155-170.

  2. Duch W, Grudziński K, Meta-learning via search combined with parameter optimization.
    Inteligent Information Systems, Advances in Soft Computing, Physica Verlag (Springer) 2002, pp. 13-22
  3. Grąbczewski K, Duch W, Heterogenous forests of decision trees.
    Springer Lecture Notes in Computer Science Vol. 2415 (2002) 504-509.
    Presented at the International Conference on Artificial Neural Networks (ICANN 2002), Madrid.
  4. Duch W, Itert. L, A posteriori corrections to classification methods.
    In: Neural Networks and Soft Computing (eds. L. Rutkowski and J. Kacprzyk), Advances in Soft Computing, Physica Verlag (Springer), pp. 406-411, 2002. Full Bibtex Entry
  5. Duch W, Biesiada J, Winiarski T, Grudziński K, Grąbczewski K, Feature selection based on information theory filters and feature elimination wrapper methods.
    In: Neural Networks and Soft Computing (eds. L. Rutkowski and J. Kacprzyk), Advances in Soft Computing, Physica Verlag (Springer), pp. 173-176, 2002.
  6. Duch W, Itert L, Grudziański K, Competent undemocratic committees. | PDF file.
    In: Neural Networks and Soft Computing (eds. L. Rutkowski and J. Kacprzyk), Advances in Soft Computing, Physica Verlag (Springer), pp. 412-417, 2002.
  7. Naud A, Duch W, Visualization of large data sets using MDS combined with LVQ.
    In: Neural Networks and Soft Computing (eds. L. Rutkowski and J. Kacprzyk), Advances in Soft Computing, Physica Verlag (Springer), pp. 632-637, 2002.
  8. Grąbczewski K, Duch W, Forests of decision trees.
    In: Neural Networks and Soft Computing (eds. L. Rutkowski and J. Kacprzyk), Advances in Soft Computing, Physica Verlag (Springer), pp. 602-607, 2002.
  9. Marczak M, Duch W, Grudziński K, Naud A. Transformation Distances, Strings and Identification of DNA Promoters.
    In: Neural Networks and Soft Computing (eds. L. Rutkowski and J. Kacprzyk), Advances in Soft Computing, Physica Verlag (Springer), pp. 620-625, 2002.
  10. Duch W, Grąbczewski K, Heterogeneous adaptive systems
    IEEE World Congress on Computational Intelligence, Honolulu, May 2002, pp. 524-529.
  11. Duch W, Winiarski T, Grąbczewski K, Biesiada J, Kachel, A, Feature selection based on information theory, consistency and separability indices.
    International Conference on Neural Information Processing (ICONIP), Vol. IV, pp. 1951-1955, Singapore 2002
  12. Duch W, Future of the information society and information technology.
    In: Wissenschaft und Bildung in einer informatorischen Gesellschaft in der Zeit der europaischen Integration, Ed. Ryszard Grzaslewicz, Wydawnictwo Akademii Rolniczej, Wroclaw 2001, pp. xxx-yyy

Abstracts, reviews and popular articles




    2001     2001     2001     2001     2001     2001     2001     2001     2001     2001


  1. Duch W, Adamczak R, Grąbczewski K, A new methodology of extraction, optimization and application of crisp and fuzzy logical rules. | PDF file.
    IEEE Transactions on Neural Networks 12 (2001) 277-306
  2. Duch W. Facing the hard question.
    Commentary on J.A. Gray, The contents of consciousness: a neuropsychological conjecture. Behavioral and Brain Sciences 24 (2001) 187-188
  3. Duch W, Grudziński K, Meta-learning: searching in the model space. | PDF file.
    Proceedings of the International Conference on Neural Information Processing, Shanghai, 2001, Vol. I, pp. 235-240
  4. Duch W, Grudziński K, Prototype based rules - new way to understand the data.
    IEEE International Joint Conference on Neural Networks, Washington D.C. 14-18.07. 2001, pp. 1858-1863
  5. Duch W, Grudziński K, Ensembles of Similarity-Based Models.
    Advances in Soft Computing, Physica Verlag (Springer), pp. 75-85
    Presented at the Inteligent Information Systems 2001.

  6. Duch W, Grąbczewski K, Adamczak R, Grudziński K, Hippe Z.S. (2001) Rules for melanoma skin cancer diagnosis. | PDF file
    Proc. of the 2nd Polish Conference on Computer Pattern Recognition Systems (KOSYR 2001), Wroclaw 2001, pp. 59-68
  7. Duch W, Jankowski N, Transfer functions: hidden possibilities for better neural networks.
    Presented at the 9th European Symposium on Artificial Neural Networks (ESANN), Brugge 2001. De-facto publications, pp. 81-94
  8. Duch W, Adamczak R, Diercksen GHF, Constructive density estimation network based on several different separable transfer functions.
    Presented at the 9th European Symposium on Artificial Neural Networks (ESANN), Brugge 2001. De-facto publications, pp. 107-112
  9. Jankowski N, Duch W, Optimal transfer function neural networks.
    Presented at the 9th European Symposium on Artificial Neural Networks (ESANN), Brugge 2001. De-facto publications, pp. 101-106
  10. Duch W, Neurokognitywna teoria świadomości . | PDF file
    Kognitywistyka i Media w Edukacji, T.5 (2) 2001, pp. 47-67.
  11. Duch W, Kognitywistyka drogą do zrozumienia człowieka.
    Kognitywistyka i Media w Edukacji, T.5 (2) 2001, pp. 40-42.
  12. Duch W, Psychophysics.
    Zamojskie Studia i Materiały (ISSN 1507-9090), zeszyt 6, str. 71-86 (red. W. A. Kamiński, CBS Wyższa Szkoła Zarządzania i Administracji w Zamościu, 2001)
  13. Duch W, A solution to fundamental problems of cognitive sciencies.
    Zamojskie Studia i Materiały (ISSN 1507-9090), zeszyt 6, str. 45-70 (red. W. A. Kamiński, CBS Wyższa Szkoła Zarządzania i Administracji w Zamościu, 2001)
  14. Duch W, Adamczak R, Grąbczewski K, Grudziński K, Jankowski N, Naud N, Extraction of Knowledge from Data using Computational Intelligence Methods.
    In: International Conference on Artificial Neural Networks (ICANN), Vienna, 21-25.08.2001 (tutorial, separate brochure, 63 pp)
  15. Duch W, Rewolucja informatyczna w medycynie.
    Kardiologia Polska Supp. III, 49 (1998) 87-92 (appeared in 2001)

Abstracts and popular articles




    2000     2000     2000     2000     2000     2000     2000     2000     2000     2000


  1. Duch W, Similarity based methods: a general framework for classification, approximation and association,
    Control and Cybernetics 29 (4) (2000) 937-968
  2. Duch W, Therapeutic applications of computer models of brain activity for Alzheimer disease.
    J. Medical Informatics and Technologies 5 (2000) 27-34
  3. Duch W (2000) Neural networks papers on the Internet.
    IEEE Transactions on Neural Networks Vol. 11 (No. 6), 2000, 1509-1511
  4. Duch W, Adamczak R, Diercksen G.H.F, Classification, Association and Pattern Completion using Neural Similarity Based Methods.
    Applied Mathematics and Computer Science 10:4 (2000) 101-120
  5. Duch W, Adamczak R, Diercksen GHF, Neural Networks from Similarity Based Perspective.
    New Frontiers in Computational Intelligence and its Applications. Ed. M. Mohammadian, IOS Press, Amsterdam 2000, pp. 93-108
  6. Duch W, Adamczak R, Grąbczewski K, Jankowski N, Neural methods of knowledge extraction,
    Control and Cybernetics 29 (4) (2000) 997-1018
  7. Duch W, Jankowski N, Grąbczewski K, Adamczak R, Optimization and interpretation of rule-based classifiers,
    Intelligent Information Systems 2000, Advances in Soft Computing, Physica Verlag (Springer), pp. 1-13
  8. Duch W and Hayashi Y, Computational intelligence methods and data understanding.
    In: Quo Vadis computational Intelligence? New trends and approaches in computational intelligence. Eds. P. Sincak, J. Vascak, Springer studies in fuzziness and soft computing, Vol. 54 (2000), pp. 256-270
  9. Grudziński K, Duch W, SBL-PM: A Simple Algorithm for Selection of Reference Instances for Similarity Based Methods,
    Intelligent Information Systems 2000, Advances in Soft Computing, Physica Verlag (Springer), pp. 99-108
  10. Adamczak R, Duch W, Neural networks for structure-activity relationship problems.
    5th Conference on Neural Networks and Soft Computing, Zakopane, June 2000, pp. 669-674
  11. Duch W, Adamczak R, Hayashi Y, Eliminators and classifiers,
    ICONIP-2000, 7th International Conference on Neural Information Processing, Nov. 2000, Dae-jong, Korea, ed. by Soo-Young Lee, pp. 1029 - 1034
  12. Duch W, Adamczak R, Diercksen GHF, Feature space mapping neural network applied to structure-activity relationship problems.
    ICONIP-2000, 7th International Conference on Neural Information Processing, Nov. 2000, Dae-jong, Korea, ed. by Soo-Young Lee, pp. 270 - 274
  13. Duch W, Adamczak R, Grąbczewski K, Grudziński K, Jankowski N, Naud N, Extraction of knowledge from data using Computational Intelligence methods.
    In: ICONIP-2000, 7th International Conference on Neural Information Processing, Nov. 2000, Dae-jong, Korea (tutorial, separate brochure, 54 pp)
  14. Duch W, Adamczak R, Grąbczewski K, Grudziński K, Jankowski N, Naud N, Understanding the data: extraction, optimization and interpretation of logical rules.
    In: IEEE International Joint Conference on Neural Networks 2000 (IJCNN) (tutorial, separate brochure, 70 pp)
  15. Duch W, Grudziński K and Stawski G, Symbolic features in neural networks.
    5th Conference on Neural Networks and Soft Computing, Zakopane, June 2000, pp. 180-185
  16. Duch W, Jankowski N, Taxonomy of neural transfer functions,
    IEEE, International Joint Conference on Neural Networks 2000 (IJCNN), Vol. III, pp. 477-484
  17. Grąbczewski K and Duch W, The separability of split value criterion.
    5th Conference on Neural Networks and Soft Computing, Zakopane, June 2000, pp. 201-208. Full Bibtex Entry
  18. Naud A and Duch W, Interactive data exploration using MDS mapping.
    5th Conference on Neural Networks and Soft Computing, Zakopane, June 2000, pp. 255-260
  19. Duch W, Świadomość i dynamiczne modele działania mózgu.,
    Neurologia i Neurochirurgia Polska T. 34 (50), Supl. 2, 2000, pp. 69-84
  20. Adamczak R, Duch W, Model FSM w zastosowaniu do klasyfikacji.
    Biocybernetyka 2000, Tom 6: Sieci neuronowe (red. W. Duch, J. Korbicz, L. Rutkowski i R. Tadeusiewicz), rozdz. III.26, pp. 801-824
  21. Duch W, Sieci neuronowe w modelowaniu zaburzeń neuropsychologicznych i chorób psychicznych.
    Biocybernetyka 2000, Tom 6: Sieci neuronowe (red. W. Duch, J. Korbicz, L. Rutkowski i R. Tadeusiewicz), rozdz. II.18, pp. 589-616
  22. Duch W, Grudziński K, Sieci Neuronowe i Uczenie Maszynowe: próba integracji.
    Biocybernetyka 2000, Tom 6: Sieci neuronowe (red. W. Duch, J. Korbicz, L. Rutkowski i R. Tadeusiewicz), rozdz. III.21, pp. 663-690
  23. Chojnowski A, Duch W, Analiza szeregów czasowych obrazów.
    Biocybernetyka 2000, Tom 6: Sieci neuronowe (red. W. Duch, J. Korbicz, L. Rutkowski i R. Tadeusiewicz), rozdz. II.17, pp. 569-588
  24. Jankowski N, Duch W, Ontogeniczne sieci neuronowe.
    Biocybernetyka 2000, Tom 6: Sieci neuronowe (red. W. Duch, J. Korbicz, L. Rutkowski i R. Tadeusiewicz), rozdz. I.8, pp. 257-294
  25. Grąbczewski K, Duch W, Adamczak R, Neuronowe metody odkrywania wiedzy w danych.
    Biocybernetyka 2000, Tom 6: Sieci neuronowe (red. W. Duch, J. Korbicz, L. Rutkowski i R. Tadeusiewicz), rozdz. III.20, pp. 637-662
  26. Duch W, Jaka teoria umysłu w pełni nas zadowoli?
    Kognitywistyka i Media w Edukacji 3(1) (2000) 29 - 53

Abstracts and book reviews




    1999     1999     1999     1999     1999     1999     1999     1999     1999     1999


  1. Duch W, Adamczak R, Grąbczewski K, Żal G (1999) Hybrid neural-global minimization method of logical rule extraction,
    | PDF file. Journal of Advanced Computational Intelligence and Intelligent Informatics, 3(5): 348-356
  2. Duch W, Jankowski N (1999) Survey of neural transfer functions,
    Neural Computing Surveys 2: 163-213
  3. Duch W, Adamczak R, Diercksen GHF (1999) Neural Networks in non-Euclidean spaces. | PDF file.
    Neural Processing Letters  10: 201-210
  4. Meller J, Duch W (1999) SGA derivation of matrix elements between spin-adapted perturbative wavefunctions.
    International Journal of Quantum Chemistry 74: 123-133
  5. Duch W, Adamczak R, Diercksen GHF (1999) Distance-based multilayer perceptrons. | PDF file.
    Computational Intelligence for Modelling Control and Automation. Neural Networks and Advanced Control Strategies. Ed. M. Mohammadian, IOS Press, Amsterdam, pp. 75-80
  6. Duch W, Adamczak R, Grąbczewski K, Żal G, Hayashi Y (1999) Fuzzy and crisp logical rule extraction methods in application to medical data.
    In: P.S. Szczepaniak, P.J.G. Lisboa, J. Kacprzyk (eds.), Fuzzy Systems in Medicine. Physica - Verlag, Springer 2000, pp. 593-616
  7. Duch W, Adamczak R, Grąbczewski K (1999) Neural optimization of linguistic variables and membership functions.
    International Conference on Neural Information Processing (ICONIP'99), Perth, Australia, Nov. 1999, Vol. II, pp. 616-621
  8. Duch W, Adamczak R, Grąbczewski K (1999) Neural methods for analysis of psychometric data. | PDF file.
    Proc. of the International Conference EANN'99, Warsaw, 13-15.09.1999, pp. 45-50
  9. Duch W, Adamczak R (1999) Neural networks in non-Euclidean metric spaces,
    1999 IEEE International Joint Conference on Neural Networks, Washington, July 1999, paper no. 740 (6 pages)
  10. Duch W, Adamczak R, Grąbczewski K (1999) Optimization of logical rules derived by neural procedures,
    1999 IEEE International Joint Conference on Neural Networks, Washington, July 1999, paper no. 741 (6 pages)
  11. Duch W, Grudziński K (1999) Search and global minimization in similarity-based methods,
    1999 IEEE International Joint Conference on Neural Networks, Washington, July 1999, paper no. 742 (6 pages)
  12. Duch W (1999) Alternatives to gradient-based neural training and optimization,
    4th Conference on Neural Networks and Their Applications, Zakopane, May 1999, pp. 59-64
  13. Duch W, Grudziński K (1999) The weighted k-NN method with selection of features and its neural realization | PDF file.
    4th Conference on Neural Networks and Their Applications, Zakopane, May 1999, pp. 191-196
  14. Duch W, Grąbczewski K (1999) Searching for optimal MLP,
    4th Conference on Neural Networks and Their Applications, Zakopane, May 1999, pp. 65-70
  15. Grąbczewski K, Duch W (1999) A general purpose separability criterion for classification systems,
    4th Conference on Neural Networks and Their Applications, Zakopane, May 1999, pp. 203-208
  16. Duch W, Adamczak R, Grąbczewski K (1999) Methodology of extraction, optimization and application of logical rules | PDF file.
    Intelligent Information Systems VIII, Ustroń, Poland, 14-18.06.1999, pp. 22-31
  17. Duch W, Grudziński K (1999) Weighting and selection of features in Similarity Based Methods | PDF file.
    Intelligent Information Systems VIII, Ustroń, Poland, 14-18.06.1999, pp. 32-36
  18. Duch W (1999) Duch i dusza, czyli prehistoria kognitywistyki.
    Kognitywistyka i Media w Edukacji 1 (1999)  pp. 7-38
  19. Berndt-Schreiber M, Duch W, Kwiatkowska A, Polewczyński A, Skowronek K (1999)
    Różnorodność oferty nauczania w zakresie podstaw informatyki i technologii informatycznych jako szczególne wyzwanie dla szkoły wyższej.
    XV Konferencja "Informatyka w Szkole", Katowice, 24-27.09.1999, str. 84-87

Abstracts and reviews




    1998     1998     1998     1998     1998     1998     1998     1998     1998     1998


  1. Duch W, Adamczak R, Grąbczewski K (1998) Extraction of logical rules from backpropagation networks.
    Neural Processing Letters 7: 211-219
  2. Kasabov N, Kozma R, Duch W (1998) Rule Extraction from Linguistic Rule Networks and from Fuzzy Neural Networks: Propositional versus Fuzzy Rules,
    4th International Conference on Neural Networks and their Applications, March 11-13, 1998, Marseille, France, pp. 403-406
  3. Duch W, Grudzinski K and Diercksen G.H.F (1998) Minimal distance neural methods.
    World Congress of Computational Intelligence, May 1998, Anchorage, Alaska, IEEE IJCNN'98 Proceedings, pp. 1299-1304
  4. Duch W, Adamczak R, Grąbczewski K, Jankowski N, Żal G (1998) Medical diagnosis support using neural and machine learning methods,
    Proc. of the Intern. Conference EANN'98, Gibraltar, 10-12.06.1998, pp.  292-295
  5. Duch W (1998) A framework for similarity-based classification methods, | PDF file.
    Intelligent Information Systems VII, Malbork, Poland, 15-19.06.1998, pp. 288-291
  6. Duch W, Adamczak R, Grąbczewski K, Żal G (1998) Hybrid neural-global minimization logical rule extraction method for medical diagnosis support,
    Intelligent Information Systems VII, Malbork, Poland, 15-19.06.1998, pp. 85-94
  7. Duch W, Adamczak R, Grąbczewski K, Żal G (1998) A hybrid method for extraction of logical rules from data. | PDF file.
    Second Polish Conference on Theory and Applications of Artificial Intelligence, Łódź, 28-30 Sept. 1998, pp. 61-82
  8. Duch W, Grudziński K (1998) A framework for similarity-based methods. | PDF file.
    Second Polish Conference on Theory and Applications of Artificial Intelligence, Łódź, 28-30 Sept. 1998, pp. 33-60
  9. Duch W (1998) Neural implementation of psychological spaces. | PDF file.
    Int. Conf. on Neural Network and Brain, Beijing, China, October 1998, pp. 32-35
  10. Duch W, Adamczak R (1998) Statistical methods for construction of neural networks. | PDF file.
    International Conference on Neural Information Processing, ICONIP'98, Kitakyushu, Japan, Oct. 1998, Vol. 2, pp. 629-642
  11. Duch W (1998) Czym jest kognitywistyka?
    Kognitywistyka i Media w Edukacji 1 (1998)  pp. 9-50
  12. Duch W (1998) Open peer commentary on Moravec's paper
    Journal of Transhumanism Vol. 1. (1998)

Technical reports




    1997     1997     1997     1997     1997     1997     1997     1997     1997     1997


  1. Duch W (1997) Artificial Intelligence Support for Computational Chemistry.
    Advances in Quantum Chemistry 28: 329-343
  2. Duch W and Jankowski N (1997) New neural transfer functions.
    Applied Mathematics and Computer Science 7 (1997) 639-658 (invited by the Editor)
  3. Duch W (1997) Platonic model of mind as an approximation to neurodynamics | PDF file.
    In: Brain-like computing and intelligent information systems, ed. S-i. Amari, N. Kasabov (Springer, Singapore 1997), chap. 20, pp. 491-512
  4. Duch W (1997) Yves Burnod, An Adaptive Neural Network. The Cerebral Cortex,
    Minds and Machines 7 (1997) 144-147
  5. Duch W, Adamczak R, Grąbczewski K (1997) Constraint MLP and density estimation for extraction of crisp logical rules from data.
    ICONIP'97, New Zealand, Nov.1997, pp. 831-834
  6. Duch W, Adamczak R, Grąbczewski K (1997) Extraction of crisp logical rules using constrained backpropagation networks. | PDF file.
    IEEE International Joint Conference on Neural Networks (IJCNN'97), Houston, Texas, 9-12.6.1997, pp. 2384-2389
  7. Duch W, Adamczak R, Grąbczewski K, Ishikawa M, Ueda H (1997) Extraction of crisp logical rules using constrained backpropagation networks - comparison of two new approaches.
    Proc. of the European Symposium on Artificial Neural Networks (ESANN'97), Bruge 16-18.4.1997, pp. 109-114
  8. Duch W, Adamczak R, Grąbczewski (1997) Logical rules for classification of medical data using ontogenic neural algorithm.
    Solving Engineering Problems with Neural Networks, Proc. of the Intern. Conference (EANN'97), Stockholm, 16-18.06.1997, pp. 199-202
  9. Adamczak R, Duch W, Jankowski N (1997) New developments in the Feature Space Mapping model.
    Third Conference on Neural Networks and Their Applications, Kule, October 1997, pp. 65-70
  10. Duch W, Adamczak R, Jankowski N (1997) Initialization of adaptive parameters in density networks.
    Third Conference on Neural Networks and Their Applications, Kule, October 1997, pp. 99-104
  11. Duch W, Adamczak R, Jankowski N (1997) Initialization and optimization of multilayered perceptrons.
    Third Conference on Neural Networks and Their Applications, Kule, October 1997, pp. 105-110
  12. Duch W (1997) Scaling properties of neural classifiers.
    Third Conference on Neural Networks and Their Applications, Kule, October 1997, pp. 189-194
  13. Duch W (1997) Neural minimal distance methods.
    Third Conference on Neural Networks and Their Applications, Kule, October 1997, pp. 183-188
  14. Duch W, Adamczak R, Grąbczewski K (1997) Extraction of crisp logical rules from medical datasets,
    Third Conference on Neural Networks and Their Applications, Kule, October 1997, pp. 707-712

Abstracts and technical reports




1996     1996     1996     1996     1996     1996     1996     1996     1996     1996


  1. Duch W (1996) Computational physics of the mind. | PDF file.
    Computer Physics Communication 97: 136-153
  2. Duch W (1996) From cognitive models to neurofuzzy systems - the mind space approach. | PDF file.
    Systems Analysis-Modelling-Simulation 24 (1996) 53-65
  3. Duch W, Adamczak R, Grąbczewski K (1996) Extraction of logical rules from training data using backpropagation networks
    Presented at CAI'96, First Polish Conference on Theory and Applications of Artificial Intelligence, Łódź, 19-21.12.1996, pp. 171-178
  4. Duch W, Adamczak R, Grąbczewski K (1996) Constrained backpropagation for feature selection and extraction of logical rules
    Presented at CAI'96, First Polish Conference on Theory and Applications of Artificial Intelligence, Łódź, 19-21.12.1996, pp. 163-170
  5. Duch W, Adamczak R, Grąbczewski K (1996) Extraction of logical rules from training data using backpropagation networks
    The 1st Online Workshop on Soft Computing, 19-30.Aug. 1996, pp. 25-30
  6. Duch W and Naud A (1996) Simplexes, Multi-Dimensional Scaling and Self-Organized Mapping | PDF file.
    Proc. of the 8th joint EPS-APS International Conference on Physics Computing '96, Kraków 17-21.9.1996, pp. 367-370
  7. Duch W, Adamczak R, Jankowski N (1996) Improved memory-based classification.
    Solving Engineering Problems with Neural Networks, Proc. of the Intern. conference EANN'96, London, 17-19.06.1996 (ed. A.B. Bulsari, S. Kallio, D. Tsaptsinos), pp. 447-450
  8. Duch W and Naud A (1996) On global self-organizing maps | PDF file.
    Proc. of the European Symposium on Artificial Neural Networks (ESANN'96), Bruge 22-26.4.1996, pp. 91-96
  9. Duch W and Jankowski N (1996) Bi-radial transfer functions. | PDF file.
    Proceedings of the Second Conference on Neural Networks and their applications, Orle Gniazdo, 30.IV-4.V.1996, pp. 131-137
  10. Duch W and Naud A (1996) Multidimensional scaling and Kohonen's self-organizing maps . | PDF file.
    Proceedings of the Second Conference on Neural Networks and their applications, Orle Gniazdo, 30.IV-4.V.1996, pp. 138-143
  11. Duch W and Adamczak R (1996) Feature Space Mapping network for classification. | Abstract and PDF file.
    Proceedings of the Second Conference on Neural Networks and their applications, Orle Gniazdo, 30.IV-4.V.1996, pp. 125-130
  12. Duch W (1996) On simplifying brain functions. | Abstract and PDF file.
    Proceedings of the Second Conference on Neural Networks and their applications, Orle Gniazdo, 30.IV-4.V.1996, pp. 118-124
  13. Duch W (1996) Categorization, Prototype Theory and Neural Dynamics, 113 KB.
    Proc. of the 4th International Conference on SoftComputing'96, Iizuka, Japan, ed. T. Yamakawa and G. Matsumoto, pp. 482-485
    (invited paper, cognitive science session)

Abstracts, technical reports and reviews





  1. Duch W and Diercksen GHF (1995) Feature Space Mapping as a universal adaptive system. | PDF file
    Computer Physics Communications 87: 341-371
  2. Duch W (1995) Quantitative measures for the self-organized topographical mapping. | PDF file.
    Open Systems and Information Dynamics 2:295-302
  3. Duch W, Jankowski N, Naud A, Adamczak R (1995) Feature Space Mapping: a neurofuzzy network for system identification. | PDF file
    Proc. of Engineering Applications of Neural Networks (EANN'95), Helsinki 21-23.08.1995, pp. 221-224
  4. Duch W (1995) Physics of consciousness.
    IV Krajowa konferencja ,,Modelowanie Systemów biologicznych", Kraków 2-3.06.1995, pp. 101-114
  5. Duch W (1995) From cognitive models to neurofuzzy systems | PDF file
    In: E. Kącki, editor, Volume 3, Artifical Neural Networks and Their Applications (Polish Society of Medical Informatics, Łódź 1995), p. 22-27 (Proc. from "System, Modelling, Control", Zakopane, 1-5.05.1995)

Abstracts




    1994     1994     1994     1994     1994     1994     1994     1994     1994     1994


  1. Duch W (1994) Floating Gaussian Mapping: a new model of adaptive systems
    Neural Network World 4:645-654
  2. Duch W and Diercksen GHF (1994) Neural networks as tools to solve problems in physics and chemistry. | PDF file
    Comp. Phys. Comm. 82: 91-103
  3. Duch W and Diercksen GHF (1994) Size-extensivity corrections in the configuration interaction method.
    Journal of Chemical Physics 101:3018-3030
  4. Duch W, Meller J (1994) On multireference superdirect configuration interaction in third order.
    International Journal of Quantum Chemistry 50: 243-271

Abstracts and reports




    1993     1993     1993     1993     1993     1993     1993     1993     1993     1993


  1. Duch W (1993) Modeling neural networks - a physicist's point of view.
    In: Psychological and neurophysiological backgrounds of new computer technologies, Eds. Kulikowski J.L and Zmyslowski W (International Center of Biocybernetics, Warsaw 1993); also UMK-KMK-TR 1/92 report.

Abstracts




    1992     1992     1992     1992     1992     1992     1992     1992     1992     1992


  1. Duch W and Diercksen GHF (1992) Perturbation theory in multireference spaces.
    Phys Rev A 46: 95-104

Abstracts




    1991     1991     1991     1991     1991     1991     1991     1991     1991     1991


  1. Duch W (1991) Configuration Interaction Method: the past and future perspectives
    Journal of Molecular Structure (THEOCHEM) 234: 27-49

Abstracts




    1990     1990     1990     1990     1990     1990     1990     1990     1990     1990


  1. Duch W (1990) Towards flexible CI.
    International Journal of Quantum Chemistry S24: 683-692
  2. Diercksen GHF, Duch W, Karwowski J (1990) CI calculations on the Rydberg spectrum of H3 molecule.
    Chemical Physics Letters 168: 69-74
  3. Diercksen GHF, Duch W, Karwowski J (1990) Method for locating errors in Hamiltonian matrices.
    Physical Review A 41: 3503-3510

Abstracts




    1989     1989     1989     1989     1989     1989     1989     1989     1989     1989


  1. Duch W (1989) Superdirect approach to the configuration interaction method.
    Chem Phys Lett 162: 56-60
  2. Duch W (1989) Operator algebra for the many body problem in the spin eigenfunction basis.
    J Chem Phys 91: 2452-2456

Abstracts

Popular articles

Duch W, Complementarity, Superluminal Telegraph and the Einstein-Podolsky-Rosen Paradox (unpublished manuscript).
In this paper I have proposed to measure correlations between pairs of particles in a double Mach-Zehnder experiment. I did send it to two journals and then gave up, referees found it "seriously flawed" and "completely wrong". Unfortunately I had no time or energy to push the paper through the refereeing procedure. Yet in 1993 experiment had been done confirming all predictions and the excitement about entangled systems continues to this day, see my letter to Physics Today here.


    1988     1988     1988     1988     1988     1988     1988     1988     1988     1988     1988


  1. Duch W (1988) Schrödinger's thoughts on perfect knowledge.
    In: The Concept of Probability, Ed. Bitsakis EI and Nicolaides CA (Kluwer Academic Publishers), pp. 5-14
    Surprising result of this paper, called the "Quantum Mach principle", is: energy of the localized system (ex. single atom) calculated with the total wavefunction of the world is all in the interactions wit the rest of the world, although distances are infinitely large!
  2. Canuto S, Duch W, Geertsen J, Müller-Plathe F, Oddershede J, Scusseria GE (1988) The Dipol Polarizability of Li-.
    Chem Phys Lett 147:435-442
  3. Duch W (1988) Violation of Bell's inequalities in interference experiments.
    In: Open Problems in Physics, Eds. Kostro L, Posiewnik A, Pykacz J and Zukowski M, (World Scientific, Singapore), pp. 483-486; comment by Zukowski and Pykacz.
  4. Duch W, Karwowski J, Diercksen GHD, Rettrup S (1988) A comment on several results of CI calculations for H2O.
    Chem Phys Lett 144:421-422

Popular

Abstracts




    1987     1987     1987     1987     1987     1987     1987     1987     1987     1987


  1. Duch W, Karwowski J (1987) Multireference direct CI program based on the symmetric group graphical approach. Theor Chim Acta(Berl.) 71:187-199
  2. Duch W (1987) Visualization of many-particle model spaces, with application to shell-model calculations. J Phys A 20:1633-1643

Abstracts




    1986     1986     1986     1986     1986     1986     1986     1986     1986     1986


  1. Duch W (1986) From determinants to spin eigenfunctions - a simple algorithm. Int. J. Quantum Chem. 30:799-807
  2. Duch W (1986) Calculation of the one-electron coupling coefficients in the configuration interaction method. Chem Phys Lett 124:442-446
  3. Karwowski J, Duch W, Valdemoro C (1986) Matrix elements of spin-adapted reduced Hamiltonian. Phys Rev A 33:2254-2261
  4. Duch W, Aerts D (1986) Microphysical reality and quantum formalism. Phys Today 6:11-13

Erratum

Popular article




    1985     1985     1985     1985     1985     1985     1985     1985     1985     1985


  1. Duch W (1985) Graphical representation of Slater determinants. Journal of Physics A 18:3283-3307
  2. Duch W (1985) On the number of spin functions in the first order interaction space. Theor Chim Acta(Berl.) 67:263-269
  3. Duch W (1985) Efficient method for computation of the representation matrices of the unitary group generators. Int J Quantum Chem 27:59-70
  4. Duch W, Karwowski J (1985) Symmetric group approach to configuration interaction methods. Computer Physics Reports 2:92-170

Abstract

Popular articles




    1984     1984     1984     1984     1984     1984     1984     1984     1984     1984


Popular articles:




    1983      1983      1983      1983      1983      1983      1983      1983      1983      1983


  1. Duch W (1983) Matrix elements of xk and xk eax in the harmonic oscillator basis. J Phys A 16:4233-4236
  2. Duch W, Segal GA (1983) Theoretical calculation of the absorption and magnetic circular dichroism spectrum of a Jahn-Teller distorted excited state: the 1E' excited state of cyclopropane. J Chem Phys 79:2951-2963

Abstract

Popular articles




    1982     1982     1982     1982     1982     1982     1982     1982     1982     1982


  1. Duch W, Karwowski J (1982) Symmetric group graphical approach to the direct configuration interaction method. Int J Quantum Chem 22:783-824

Abstract




    1981     1981     1981     1981     1981     1981     1981     1981     1981     1981


  1. Duch W, Karwowski J (1981) Symmetric group graphical approach to the configuration interaction method. Lecture Notes in Chem 22:260-271

Abstract




    1980     1980     1980     1980     1980     1980     1980     1980     1980     1980


  1. Duch W (1980) The direct configuration interaction method for general multireference expansions: symmetric group approach. Theor Chim Acta(Berl.) 57:299-313
  2. Duch W (1980) Large-scale N-fermion calculations. Computer Physics Communications 20:49-52

Abstracts




    1979     1979     1979     1979     1979     1979     1979     1979     1979     1979


  1. Duch W, Karwowski J (1979) Coupling constants in the direct configuration interaction method. Theor Chim Acta(Berl.) 51:175-188

Abstracts




    1978     1978     1978     1978     1978     1978     1978     1978     1978     1978


Popular articles




    1977     1977     1977     1977     1977     1977     1977     1977     1977     1977


  1. Duch W, Karwowski J (1977) Coupling constants in the direct configuration interaction method. Preprint UMK No.357

Patents

  1. Processing clinical text with domain-specific spreading activation methods.
    US Patent Application No. 12/006.813 (April 2008), published 2015, granted and published 6.01.2016, Patent 8,930,178 B2.
    co-authors: John Pestian, Paweł Matykiewicz, Włodzisław Duch, Tracy Glauser, Robert Kowatch, Jackie Grupp-Phelan; granted in Oct 25, 2016, U.S. No. 9,477,655 Processing Text with Domain-Specific Spreading Activation Methods.
  2. Włodzisław Duch, Bibianna Bałaj, Joanna Dreszer-Drogorób, Oleksandr Sokolov, Tomasz Komendziński, Jacek Matulewski, Dariusz Mikołajewski, Tomasz Piotrowski, Michał Meina System do wspomagania rozwoju percepcyjno-poznawczego niemowląt i małych Dzieci (System supporting perceptual-cognitive development of infants and babies), Zgłoszenie Patentowe PL P411648 (2015).
  3. Układ aktywnego stymulatora ośrodków mowy, zwłaszcza niemowląt i dzieci.
    BUP nr: 99/03 str.73 zawierającej skrót wynalazku,
    Polish patent: granted in 2002, patent no. 184102, submitted on 1997.07.29, number 321411.

    In preparation     In preparation     In preparation     In preparation     In preparation    


  1. Duch W, Memetics and Neural Models of Conspiracy Theories, WCCI 2014?

  2. Mikołajewski D, Duch W, Brain stem – from general view to computational model based on switchboard rules of operation

  3. Mikołajewski D, Duch W, Modeling effects of consciousness disorders in brainstem computational model

  4. Duch W, Towards comprehensive approach to attention deficit disorders.
    Neural Networks (in prep).
  5. Duch W, Consciousness, Top-Down Attention and Imagery Agnosia.
    (in prep)

  6. Duch W, Geometric Model of Mind.
    In prep.
  7. Duch W, Autism.
    New ideas in psychology? BBS? (in prep.)
  8. Duch W, Amusia and Talent.
    New ideas in psychology? BBS? JCS? (in prep.)
  9. Duch W, Bridging the Mind-Brain Gap.
    Journal of Consciousness Studies (in prep.)
  10. Duch W, Grabczewski K, Jankowski N, Meta-learning.
    Edited book (in prep. Springer Oct 2009) + some chapters ...
  11. Duch W, Artificial minds: neurocognitive approach.
    Book chapter (in prep.)
  12. Duch W, Biesiada J,
    Boosted margin-based feature selection filter for microarray gene expression data.

  13. Duch W, Mapping pursuit networks.
    NPL (in prep.)


Summary (all contributions, without books and papers in preparation):
14 papers in 1977-79;
62 papers in 1980-89;
59 papers in 1990-95,
79 papers in 1996-99, razem 214
89 papers in 2000-03, razem 303
9 papers in 2004,
17 papers in 2005,
13 papers in 2006,
20 papers in 2007
25 papers in 2008
16 papers in 2009
20 papers in 2010
19 papers in 2011
16 papers in 2012
21 papers in 2013
17 papers in 2014
12 papers in 2015
Total 533 contributions at the end of 2015