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Adam Gonczarek
Adam Gonczarek
Alphamoon
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Year
Interaction prediction in structure-based virtual screening using deep learning
A Gonczarek, JM Tomczak, S Zaręba, J Kaczmar, P Dąbrowski, ...
Computers in biology and medicine 100, 253-258, 2018
842018
NMRNet: a deep learning approach to automated peak picking of protein NMR spectra
P Klukowski, M Augoff, M Zięba, M Drwal, A Gonczarek, MJ Walczak
Bioinformatics 34 (15), 2590-2597, 2018
622018
Decision rules extraction from data stream in the presence of changing context for diabetes treatment
JM Tomczak, A Gonczarek
Knowledge and Information Systems 34, 521-546, 2013
372013
Learning deep architectures for interaction prediction in structure-based virtual screening
A Gonczarek, JM Tomczak, S Zaręba, J Kaczmar, P Dąbrowski, ...
arXiv preprint arXiv:1610.07187, 2016
212016
Computer vision-based automated peak picking applied to protein NMR spectra
P Klukowski, MJ Walczak, A Gonczarek, J Boudet, G Wider
Bioinformatics 31 (18), 2981-2988, 2015
212015
RBM-SMOTE: restricted boltzmann machines for synthetic minority oversampling technique
M Zięba, JM Tomczak, A Gonczarek
Intelligent Information and Database Systems: 7th Asian Conference, ACIIDS …, 2015
162015
Learning invariant features using subspace restricted Boltzmann machine
JM Tomczak, A Gonczarek
Neural Processing Letters 45, 173-182, 2017
152017
Competition mechanism between singlet and triplet superconductivity in the tight-binding model with anisotropic attractive potential
R Gonczarek, L Jacak, M Krzyzosiak, A Gonczarek
The European Physical Journal B-Condensed Matter and Complex Systems 49, 171-186, 2006
152006
Simple analytical model of the effect of high pressure on the critical temperature and other thermodynamic properties of superconductors
M Krzyzosiak, R Gonczarek, A Gonczarek, L Jacak
Scientific reports 8 (1), 7709, 2018
132018
Articulated tracking with manifold regularized particle filter
A Gonczarek, JM Tomczak
Machine Vision and Applications 27, 275-286, 2016
132016
Gaussian process regression for automated signal tracking in step-wise perturbed Nuclear Magnetic Resonance spectra
M Zieba, P Klukowski, A Gonczarek, Y Nikolaev, MJ Walczak
Applied Soft Computing 68, 162-171, 2018
122018
Accelerated learning for restricted Boltzmann machine with momentum term
S Zaręba, A Gonczarek, JM Tomczak, J Świątek
Progress in Systems Engineering: Proceedings of the Twenty-Third …, 2015
122015
Developing deep learning applications for life science and pharma industry
D Siegismund, V Tolkachev, S Heyse, B Sick, O Duerr, S Steigele
Drug research 68 (06), 305-310, 2018
102018
Sparse hidden units activation in Restricted Boltzmann Machine
JM Tomczak, A Gonczarek
Progress in Systems Engineering: Proceedings of the Twenty-Third …, 2015
92015
Islands of stability of the d-wave order parameter in s-wave anisotropic superconductors
R Gonczarek, M Krzyzosiak, A Gonczarek
The European Physical Journal B 61, 299-308, 2008
92008
Coexistence of spin‐singlet s‐and d‐wave and spin‐triplet p‐wave order parameters in anisotropic superconductors
R Gonczarek, M Krzyzosiak, L Jacak, A Gonczarek
physica status solidi (b) 244 (10), 3559-3571, 2007
82007
Applications of the conformal transformation method in studies of composed superconducting systems
M Krzyzosiak, R Gonczarek, A Gonczarek, L Jacak
Frontiers of Physics 11, 1-19, 2016
72016
A probabilistic approach to structural change prediction in evolving social networks
K Juszczyszyn, A Gonczarek, JM Tomczak, K Musial, M Budka
2012 IEEE/ACM International Conference on Advances in Social Networks …, 2012
62012
Manifold regularized particle filter for articulated human motion tracking
A Gonczarek, JM Tomczak
Advances in Systems Science: Proceedings of the International Conference on …, 2014
52014
Learning deep architectures for interaction prediction in structure-based virtual screening. arXiv 2016
A Gonczarek, JM Tomczak, S Zareba, J Kaczmar, P Dabrowski, ...
arXiv preprint arXiv:1610.07187, 0
5
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