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Wlodzislaw Duch, Ph.D., D.Sc. - Publications

Affiliations: 
Informatics Nicolaus Copernicus University 
Area:
neural networks, cognitive neuroscience, neuroinformatics, cognitive architectures, machine learning, theoretical physics
Website:
http://www.is.umk.pl/~duch
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71 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Ratajczak E, Hajnowski M, Stawicki M, Duch W. Novel Methodological Tools for Behavioral Interventions: The Case of HRV-Biofeedback. Sham Control and Quantitative Physiology-Based Assessment of Training Quality and Fidelity. Sensors (Basel, Switzerland). 21. PMID 34070475 DOI: 10.3390/s21113670  0.75
2020 Dreszer J, Grochowski M, Lewandowska M, Nikadon J, Gorgol J, Bałaj B, Finc K, Duch W, Kałamała P, Chuderski A, Piotrowski T. Spatiotemporal complexity patterns of resting-state bioelectrical activity explain fluid intelligence: Sex matters. Human Brain Mapping. PMID 32808732 DOI: 10.1002/Hbm.25162  0.752
2020 Finc K, Bonna K, He X, Lydon-Staley DM, Kühn S, Duch W, Bassett DS. Author Correction: Dynamic reconfiguration of functional brain networks during working memory training. Nature Communications. 11: 3891. PMID 32732869 DOI: 10.1038/S41467-020-17747-8  0.759
2020 Bonna K, Finc K, Zimmermann M, Bola L, Mostowski P, Szul M, Rutkowski P, Duch W, Marchewka A, Jednoróg K, Szwed M. Early deafness leads to re-shaping of functional connectivity beyond the auditory cortex. Brain Imaging and Behavior. PMID 32700256 DOI: 10.1007/S11682-020-00346-Y  0.764
2020 Finc K, Bonna K, He X, Lydon-Staley DM, Kühn S, Duch W, Bassett DS. Dynamic reconfiguration of functional brain networks during working memory training. Nature Communications. 11: 2435. PMID 32415206 DOI: 10.1038/S41467-020-15631-Z  0.768
2020 Duch W, Mikołajewski D. Modelling effects of consciousness disorders in brainstem computational model – Preliminary findings Bio-Algorithms and Med-Systems. 16. DOI: 10.1515/Bams-2020-0018  0.674
2019 Duch W, Mikołajewski D. Brain stem – from general view to computational model based on switchboard rules of operation Bio-Algorithms and Med-Systems. 16. DOI: 10.1515/Bams-2019-0059  0.728
2017 Finc K, Bonna K, Lewandowska M, Wolak T, Nikadon J, Dreszer J, Duch W, Kühn S. Transition of the functional brain network related to increasing cognitive demands. Human Brain Mapping. PMID 28432773 DOI: 10.1002/Hbm.23621  0.766
2016 Gravier A, Quek C, Duch W, Wahab A, Gravier-Rymaszewska J. Neural network modelling of the influence of channelopathies on reflex visual attention. Cognitive Neurodynamics. 10: 49-72. PMID 26834861 DOI: 10.1007/S11571-015-9365-X  0.784
2015 Sokolov O, Meszyński S, Dreszer-Drogorób J, Bałaj B, Duch W, Grzelak S, Komendziński T, Mikołajewski D. Intelligent emotions stabilization system using standarized images, breath sensor and biofeedback – preliminary findings - short communication Journal of Education, Health and Sport. 5: 260-268. DOI: 10.5281/Zenodo.16251  0.685
2015 Sokolov O, Dobosz K, Dreszer J, Duch W, Grzelak S, Komendziński T, Mikołajewski D, Piotrowski T, Świerkocka M, Weber P. Spirometry Data Analysis and Monitoring in Medical and Physiological Tests Journal of Education, Health and Sport. 5: 35-46. DOI: 10.5281/Zenodo.16171  0.691
2014 Matykiewicz P, Duch W. Multiple inheritance problem in semantic spreading activation networks Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8609: 252-265. DOI: 10.1007/978-3-319-09891-3_24  0.765
2012 Duch W, Nowak W, Meller J, Osiński G, Dobosz K, Mikołajewski D, Wójcik GM. COMPUTATIONAL APPROACH TO UNDERSTANDING AUTISM SPECTRUM DISORDERS Computer Science. 13: 47. DOI: 10.7494/Csci.2012.13.2.47  0.783
2012 Duch W, Jankowski N, Maszczyk T. Make it cheap: Learning with O(nd) complexity Proceedings of the International Joint Conference On Neural Networks. DOI: 10.1109/IJCNN.2012.6252380  0.556
2012 Szyma?ski J, Duch W. Information retrieval with semantic memory model Cognitive Systems Research. 14: 84-100. DOI: 10.1016/J.Cogsys.2011.02.002  0.409
2012 Blachnik M, Duch W, Maszczyk T. Feature ranking methods used for selection of prototypes Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7553: 296-304. DOI: 10.1007/978-3-642-33266-1_37  0.656
2012 Blachnik M, Kordos M, Duch W. Extraction of prototype-based threshold rules using neural training procedure Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7553: 255-262. DOI: 10.1007/978-3-642-33266-1_32  0.775
2011 Duch W, Dobosz K. Visualization for understanding of neurodynamical systems. Cognitive Neurodynamics. 5: 145-60. PMID 22654987 DOI: 10.1007/S11571-011-9153-1  0.415
2011 Blachnik M, Duch W. LVQ algorithm with instance weighting for generation of prototype-based rules. Neural Networks : the Official Journal of the International Neural Network Society. 24: 824-30. PMID 21726977 DOI: 10.1016/J.Neunet.2011.05.013  0.723
2011 Duch W, Maszczyk T, Grochowski M. Optimal support features for meta-learning Studies in Computational Intelligence. 358: 317-358. DOI: 10.1007/978-3-642-20980-2_10  0.679
2011 Grochowski M, Duch W. Fast projection pursuit based on quality of projected clusters Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6594: 89-97. DOI: 10.1007/978-3-642-20267-4_10  0.665
2010 Blachnik M, Duch W. Improving accuracy of LVQ algorithm by instance weighting Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6354: 257-266. DOI: 10.1007/978-3-642-15825-4_31  0.649
2010 Kachel A, Biesiada J, Blachnik M, Duch W. Infosel++: Information based feature selection C++ Library Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6113: 388-396. DOI: 10.1007/978-3-642-13208-7_49  0.651
2010 Grudzi?ski K, Grochowski M, Duch W. Pruning classification rules with reference vector selection methods Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6113: 347-354. DOI: 10.1007/978-3-642-13208-7_44  0.69
2010 Maszczyk T, Grochowski M, Duch W. Discovering data structures using meta-learning, visualization and constructive neural networks Studies in Computational Intelligence. 263: 467-484. DOI: 10.1007/978-3-642-05179-1_22  0.715
2009 Grochowski M, Duch W. Constructive neural network algorithms that solve highly non-separable problems Studies in Computational Intelligence. 258: 49-70. DOI: 10.1007/978-3-642-04512-7_3  0.715
2009 Grochowski M, Duch W. Constrained learning vector quantization or relaxed k-separability Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5768: 151-160. DOI: 10.1007/978-3-642-04274-4_16  0.672
2009 Matykiewicz P, Duch W, Zender PM, Crutcher KA, Pestian JP. Neurocognitive approach to clustering of PubMed query results Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5507: 70-79. DOI: 10.1007/978-3-642-03040-6_9  0.734
2008 Mandic D, Duch W. Computational and biological inspired neural networks. Preface. Neural Networks : the Official Journal of the International Neural Network Society. 21: 797-8. PMID 18718736 DOI: 10.1016/J.Neunet.2008.07.005  0.445
2008 Duch W, Matykiewicz P, Pestian J. Neurolinguistic approach to natural language processing with applications to medical text analysis. Neural Networks : the Official Journal of the International Neural Network Society. 21: 1500-10. PMID 18614334 DOI: 10.1016/J.Neunet.2008.05.008  0.783
2008 Kollias S, Stafylopatis A, Duch W. International Conference on Artificial Neural Networks (ICANN 2006) Neurocomputing. 71: 2409-2410. DOI: 10.1016/J.Neucom.2008.03.010  0.455
2008 Kordos M, Duch W. Variable step search algorithm for feedforward networks Neurocomputing. 71: 2470-2480. DOI: 10.1016/J.Neucom.2008.02.019  0.712
2008 Grochowski M, Duch W. Projection pursuit constructive neural networks based on quality of projected clusters Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5164: 754-762. DOI: 10.1007/978-3-540-87559-8_78  0.703
2008 Blachnik M, Duch W. Building localized basis function networks using context dependent clustering Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5163: 482-491. DOI: 10.1007/978-3-540-87536-9_50  0.694
2008 Blachnik M, Duch W. Prototype rules from SVM Studies in Computational Intelligence. 80: 163-182. DOI: 10.1007/978-3-540-75390-2_7  0.672
2008 Grochowski M, Duch W. A comparison of methods for learning of highly non-separable problems Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5097: 566-577. DOI: 10.1007/978-3-540-69731-2_55  0.678
2007 Duch W, Swaminathan K, Meller J. Artificial intelligence approaches for rational drug design and discovery. Current Pharmaceutical Design. 13: 1497-508. PMID 17504169 DOI: 10.2174/138161207780765954  0.628
2007 Duch W. Intuition insight, imagination and creativity Ieee Computational Intelligence Magazine. 2: 40-52. DOI: 10.1109/Mci.2007.385365  0.473
2007 Duch W, Matykiewicz P, Pestian J. Neurolinguistic approach to vector representation of medical concepts Ieee International Conference On Neural Networks - Conference Proceedings. 3110-3115. DOI: 10.1109/IJCNN.2007.4371457  0.737
2007 Grochowski M, Duch W. Learning highly non-separable boolean functions using constructive feedforward neural network Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4668: 180-189.  0.724
2007 Duch W, Matykiewicz P, Pestian J. Towards understanding of natural language: Neurocognitive inspirations Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4669: 953-962.  0.728
2006 Matykiewicz P, Pestian J, Duch W, Johnson N. Unambiguous concept mapping in radiology reports: graphs of consistent concepts. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 1024. PMID 17238643  0.727
2006 Matykiewicz P, Duch W, Pestian J. Nonambiguous concept mapping in medical domain Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4029: 941-950. DOI: 10.1007/11785231_99  0.727
2006 Blachnik M, Duch W, Wieczorek T. Selection of prototype rules: Context searching via clustering Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4029: 573-582. DOI: 10.1007/11785231_60  0.663
2006 Blachnik M, Duch W. Prototype-based threshold rules Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4234: 1028-1037.  0.668
2005 Duch W. Uncertainty of data, fuzzy membership functions, and multilayer perceptrons. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 16: 10-23. PMID 15732386 DOI: 10.1109/Tnn.2004.836200  0.423
2005 Duch W, Kacprzyk J, Oja E, Zadrożny S. Artificial Neural Networks: Formal Models and Their Applications - ICANN 2005 Lecture Notes in Computer Science. 3697. DOI: 10.1007/11550907  0.453
2004 Duch W, Wieczorek T, Biesiada J, Blachnik M. Comparison of feature ranking methods based on information entropy Ieee International Conference On Neural Networks - Conference Proceedings. 2: 1415-1419. DOI: 10.1109/IJCNN.2004.1380157  0.661
2004 Kordos M, Duch W. Variable step search algorithm for MLP training Proceedings of the Eighth Iasted International Conference On Artificial Intelligence and Soft Computing. 215-220.  0.662
2004 Kordos M, Duch W. On some factors influencing MLP error surface Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). 3070: 217-222.  0.628
2004 Kordos M, Duch W. A survey of factors influencing MLP error surface Control and Cybernetics. 33: 611-631.  0.63
2004 Duch W, Blachnik M. Fuzzy rule-based systems derived from similarity to prototypes Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3316: 912-917.  0.666
2002 Gra̧bczewski K, Duch W. Heterogeneous forests of decision trees Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2415: 504-509.  0.718
2002 Duch W, Gra̧bczewski K. Heterogeneous adaptive systems Proceedings of the International Joint Conference On Neural Networks. 1: 524-529.  0.722
2001 Duch W, Adamczak R, Grabczewski K. A new methodology of extraction, optimization and application of crisp and fuzzy logical rules. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 12: 277-306. PMID 18244384 DOI: 10.1109/72.914524  0.782
2000 Duch W, Jankowski N, Gra̧bczewski K, Adamczak R. Optimization and interpretation of rule-based classifiers Advances in Soft Computing. 4: 1-13. DOI: 10.1007/978-3-7908-1846-8_1  0.754
1999 Duch W, Adamczak R, Grabczewski K, Zal G. Hybrid Neural-global Minimization Method of Logical Rule Extraction Journal of Advanced Computational Intelligence and Intelligent Informatics. 3: 348-356. DOI: 10.20965/Jaciii.1999.P0348  0.48
1999 Duch W, Adamczak R, Diercksen GH. Neural Processing Letters. 10: 201-210. DOI: 10.1023/A:1018728407584  0.64
1999 Meller J, Duch W. SGA derivation of matrix elements between spin-adapted perturbative wave functions International Journal of Quantum Chemistry. 74: 123-133. DOI: 10.1002/(Sici)1097-461X(1999)74:2<123::Aid-Qua9>3.0.Co;2-X  0.542
1998 Duch W, Adamczak R, Grąbczewski K. Neural Processing Letters. 7: 211-219. DOI: 10.1023/A:1009670302979  0.797
1995 Duch W, Diercksen GH. Feature space mapping as a universal adaptive system Computer Physics Communications. 87: 341-371. DOI: 10.1016/0010-4655(95)00023-9  0.486
1994 Duch W, Diercksen GH. Neural networks as tools to solve problems in physics and chemistry Computer Physics Communications. 82: 91-103. DOI: 10.1016/0010-4655(94)90158-9  0.473
1994 Duch W, Meller J. On multireference superdirect configuration interaction in third order International Journal of Quantum Chemistry. 50: 243-271. DOI: 10.1002/Qua.560500403  0.547
1990 Diercksen GH, Duch W, Karwowski J. Method for locating errors in Hamiltonian matrices. Physical Review. A. 41: 3503-3510. PMID 9903520 DOI: 10.1103/Physreva.41.3503  0.542
1990 Diercksen G, Duch W, Karwowski J. CI calculation on the Rydberg spectrum of H3 Chemical Physics Letters. 168: 69-74. DOI: 10.1016/0009-2614(90)85104-K  0.548
1988 Duch W, Karwowski J, Diercksen G, Rettrup S. A comment on several results of CI calculations for H2O Chemical Physics Letters. 144: 421-422. DOI: 10.1016/0009-2614(88)87141-0  0.537
1987 Duch W, Karwowski J. A multireference direct CI program based on the symmetric group graphical approach Theoretica Chimica Acta. 71: 187-199. DOI: 10.1007/Bf00526416  0.563
1986 Karwowski J, Duch W, Valdemoro C. Matrix elements of a spin-adapted reduced Hamiltonian. Physical Review. A. 33: 2254-2261. PMID 9896900 DOI: 10.1103/Physreva.33.2254  0.55
1985 Duch W, Karwowski J. Symmetric group approach to configuration interaction methods Computer Physics Reports. 2: 93-170. DOI: 10.1016/0167-7977(85)90001-2  0.549
1982 Duch W, Karwowski J. Symmetric Group Graphical Approach to the Configuration Interaction Method International Journal of Quantum Chemistry. 22: 260-271. DOI: 10.1007/978-3-642-93163-5_11  0.566
1979 Duch W, Karwowski J. Coupling constants in the direct configuration interaction method Theoretica Chimica Acta. 51: 175-188. DOI: 10.1007/Bf00572926  0.558
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