prof. dr hab. Jacek Tabor dr hab. Igor T. Podolak dr Jarek Duda dr Krzysztof Misztal dr hab. Adam Roman dr Marek Śmieja dr Przemysław Spurek dr Marcin Żelawski dr Bartosz Zieliński dr Łukasz Struski dr Wojciech M. Czarnecki
mgr Stanisław Jastrzębski mgr Damian Leśniak mgr Maciej J. Mikulski mgr Agnieszka Pocha mgr Igor Sieradzki mgr Magdalena Wiercioch mgr Konrad Żołna mgr Jakub Chłędowski mgr Piotr Kowenzowski mgr Łukasz Maziarka

2018

Przemysław Spurek, Łukasz Struski, Jacek Tabor Lossy Compression Approach to Subspace Clustering, INFORM SCIENCES vol. 435 (2018), 161-183
Igor Podolak, Adam Roman, Marek Szykuła, Bartosz Zieliński A machine learning approach to synchronization of automata, EXPERT SYST APPL (2018), 357-371
Mateusz Juda, Markus Seidl, Matthias Zeppelzauer, Bartosz Zieliński A Study on Topological Descriptors for the Analysis of 3D Surface Texture, COMPUT VIS IMAGE UND vol. 167 (2018), 74-88
K Rataj, W Czarnecki, S Podlewska, A Pocha, AJ Bojarski, Substructural Connectivity Fingerprint and Extreme Entropy Machines—A New Method of Compound Representation and Analysis, Molecules 23 (6), 1242 (2018)
Krzysztof Byrski, Przemysław Spurek, Jacek Tabor Online updating of active function cross-entropy clustering, PATTERN ANAL APPL (2018),
WM Czarnecki, SM Jayakumar, M Jaderberg, L Hasenclever, YW Teh, ..., Mix&Match-Agent Curricula for Reinforcement Learning, ICML 2018 (2018)
J Schwarz, J Luketina, WM Czarnecki, A Grabska-Barwinska, YW Teh, ..., Progress & Compress: A scalable framework for continual learning, ICML 2018 (2018)
P Spurek, J Tabor, M Śmieja, Fast independent component analysis algorithm with a simple closed-form solution, Knowledge-Based Systems (2018)
M Hessel, H Soyer, L Espeholt, W Czarnecki, S Schmitt, H van Hasselt, Multi-task Deep Reinforcement Learning with PopArt, arXiv preprint arXiv:1809.04474 (2018)
P Spurek, P Rola, J Tabor, A Czechowski, ICA based on Split Generalized Gaussian, arXiv preprint arXiv:1802.05550 (2018)
S Schmitt, JJ Hudson, A Zidek, S Osindero, C Doersch, WM Czarnecki, ..., Kickstarting Deep Reinforcement Learning, arXiv preprint arXiv:1803.03835 (2018)
M Jaderberg, WM Czarnecki, I Dunning, L Marris, G Lever, AG Castaneda, ..., Human-level performance in first-person multiplayer games with population-based deep reinforcement learning, arXiv preprint arXiv:1807.01281 (2018)
Oleksandr Myronov, Marek Śmieja, Jacek Tabor Semi-supervised discriminative clustering with graph regularization, KNOWL-BASED SYST vol. 151 (2018), 24-36
M Smieja, Ł Struski, J Tabor, B Zieliński, P Spurek, Processing of missing data by neural networks, arXiv preprint arXiv:1805.07405 (2018)
B Zieliński, Ł Struski, M Śmieja, J Tabor, Cascade context encoder for improved inpainting, arXiv preprint arXiv:1803.04033 (2018)
J Tabor, S Knop, P Spurek, I Podolak, M Mazur, S Jastrzębski, Cramer-Wold AutoEncoder, arXiv preprint arXiv:1805.09235 (2018)
W Tarnowski, P Warchoł, S Jastrzębski, J Tabor, M Nowak, Dynamical Isometry is Achieved in Residual Networks in a Universal Way for any Activation Function, arXiv:1809.08848 (2018)
Aneta Blat, Stefan Chłopicki, Karolina Chrabąszcz, Max Diem, Agnieszka Jasztal, Kamila Małek, Katarzyna Marzec, Marta Smęda, Bartosz Zieliński Label-free FTIR spectroscopy detects and visualizes the early stage of pulmonary micrometastasis seeded from breast carcinoma, BBA-MOL BASIS DIS (2018),

2017

Andrzej Bojarski, Wojciech Czarnecki, Stanisław Jastrzębski, Damian Leśniak, Sabina Podlewska Quo vadis G Protein-Coupled Receptor ligands? A tool for analysis of the emergence of new groups of compounds over time, BIOORG MED CHEM LETT vol. 27 (2017), 626-631
Monika Brzychczy-Włoch, Krzysztof Misztal, Dorota Ochońska, Anna Plichta, Przemysław Spurek, Bartosz Zieliński Deep learning approach to bacterial colony classification, PLOS ONE vol. 12 (9) (2017), 1-14
Krzysztof Byrski, Przemysław Spurek, Jacek Tabor Active Function Cross-Entropy Clustering, EXPERT SYST APPL vol. 72 (2017), 49–66
Przemysław Spurek, Marek Śmieja, Jacek Tabor SVM with a neutral class, PATTERN ANAL APPL (2017), 17
Ociepka Michał, Przemysław Rola, Przemysław Spurek, Jacek Tabor ICA based on asymmetry, PATTERN RECOGN vol. 67 (2017), 230-244
M Jaderberg, V Mnih, WM Czarnecki, T Schaul, JZ Leibo, D Silver, ..., Reinforcement learning with unsupervised auxiliary tasks, ICLR 2017 (2017)
YW Teh, V Bapst, WM Czarnecki, J Quan, J Kirkpatrick, R Hadsell, ..., Distral: Robust Multitask Reinforcement Learning, NIPS 2017 (2017)
M Jaderberg, WM Czarnecki, S Osindero, O Vinyals, A Graves, ..., Decoupled neural interfaces using synthetic gradients, ICML 2017 (2017)
WM Czarnecki, G Świrszcz, M Jaderberg, S Osindero, O Vinyals, ..., Understanding Synthetic Gradients and Decoupled Neural Interfaces, ICML 2017 (2017)
WM Czarnecki, S Osindero, M Jaderberg, G Świrszcz, R Pascanu, Sobolev Training for Neural Networks, NIPS 2017 (2017)
Dariusz Michalski, Zbisław Tabor, Bartosz Zieliński Determining the shift of a bronchoscope catheter from the analysis of a video sequence of a bronchoscope video camera, BIOCYBERN BIOMED ENG vol. 37 (4) (2017), 630-636
Ł Struski, M Śmieja, J Tabor, Pointed subspace approach to incomplete data, arXiv preprint arXiv:1705.00840 (2017)
M Śmieja, K Hajto, J Tabor, Efficient mixture model for clustering of sparse high dimensional binary data, arXiv preprint arXiv:1707.03157 (2017)
Wojciech Czarnecki, Stanisław Jastrzębski, Damian Leśniak How to evaluate word embeddings? On importance of data efficiency and simple supervised tasks, ARXIV (2017),
Łukasz Struski, Jacek Tabor Expansivity implies existence of Holder continuous Lyapunov function, DISCRETE CONT DYN-B vol. 22 (9) (2017), 3575-3589
Łukasz Struski, Marek Śmieja, Jacek Tabor, Bartosz Zieliński Regression SVM for incomplete data, SCHEDAE INFORMATICAE (2017),
S Podlewska, WM Czarnecki, R Kafel, AJ Bojarski, Creating the new from the old: Combinatorial libraries generation with machine-learning-based compound structure optimization, Journal of chemical information and modeling 57 (2), 133-147 (2017)
P Sunehag, G Lever, A Gruslys, WM Czarnecki, V Zambaldi, M Jaderberg, ..., Value-decomposition networks for cooperative multi-agent learning, AAMAS 2018 (2017)
K Janocha, WM Czarnecki, On loss functions for deep neural networks in classification, TFML 2017 (2017)
Konrad Kamieniecki, Krzysztof Misztal, Przemysław Spurek, Marek Śmieja, Jacek Tabor R Package CEC , NEUROCOMPUTING vol. 237 (2017), 410–413
M Jaderberg, V Dalibard, S Osindero, WM Czarnecki, J Donahue, ..., Population based training of neural networks, arXiv preprint arXiv:1711.09846 (2017)

2016

Łukasz Struski, Marek Śmieja, Jacek Tabor Semi-supervised model-based clustering with controlled clusters leakage, EXPERT SYST APPL vol. 85 (2016), 146-157
Wojciech Czarnecki, Stanisław Jastrzębski, Damian Leśniak Learning to SMILE(S), INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS (WORKSHOP TRACK) (2016),
Krzysztof Misztal, Jacek Tabor Ellipticity and circularity measuring via Kullback-Leibler divergence, J MATH IMAGING VIS vol. 55 (1) (2016), 136-150
Krzysztof Misztal, Michał Podgórski, Przemysław Spurek, Jacek Tabor, Arkadiusz Tomczyk Detection of Elongated Structures with Hierarchical Active Partitions and CEC-Based Image Representation, LECTURE NOTES IN COMPUTER SCIENCE vol. 403 (2016), 159-168
Jakub Hyła, Krzysztof Misztal, Jacek Tabor Optimal Ellipse Based Algorithm as an Approximate and Robust Solution of Minimum Volume Covering Ellipse Problem, LECTURE NOTES IN COMPUTER SCIENCE vol. 9842 (2016), 240-250
L Struski, M Smieja, J Tabor, Incomplete data representation for SVM classification, arXiv preprint arXiv:1612.01480 (2016)
Ł Struski, M Śmieja, J Tabor, Generalized RBF kernel for incomplete data, arXiv preprint arXiv:1612.01480 (2016)
Agata Dróżdż, Marzena Frołow, Bartosz Zieliński Fully-Automatic Method for Assessment of Flow-Mediated Dilation, LECTURE NOTES IN COMPUTER SCIENCE vol. 9972 (2016), 439-450
Mateusz Juda, Markus Seidl, Matthias Zeppelzauer, Bartosz Zieliński Topological Descriptors for 3D Surface Analysis, LECTURE NOTES IN COMPUTER SCIENCE vol. 9667 (2016), 77-87
Mateusz Babiuch, Marek Skomorowski, Bartosz Zieliński RoughCut-New Approach to Segment High-Resolution Images, LECTURE NOTES IN ARTIFICIAL INTELLIGENCE vol. 9693 (2016), 591-601
Wojciech Czarnecki, Jacek Tabor Online Extreme Entropy Machines for Streams Classification and Active Learning, ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING vol. 403 (2016), 371-381
Szymon Nakoneczny, Marek Śmieja, Jacek Tabor Fast entropy clustering of sparse high dimensional binary data, PROCEEDNIGS OF IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN 2016) (2016), 2397-2404
G Swirszcz, WM Czarnecki, R Pascanu, Local minima in training of neural networks, arXiv preprint arXiv:1611.06310 (2016)
Przemysław Spurek, Jacek Tabor Maximum Likelihood Estimation and Optimal Coordinates, INTERNATIONAL CONFERENCE ON SYSTEMS SCIENCE, 2016 vol. Springer (2016), 3-13

2015

Marek Śmieja, Jacek Tabor Entropy approximation in lossy source coding problem, ENTROPY-SWITZ vol. 17/5 (2015), 3400-3418
Andrzej Bojarski, Wojciech Czarnecki, Sabina Smusz, Dawid Warszycki Exploiting uncertainty measures in compounds activity prediction using support vector machines, BIOORG MED CHEM LETT vol. 25 (2015), 100-105
Wojciech Czarnecki, Jacek Tabor Multithreshold Entropy Linear Classifier: Theory and Applications, EXPERT SYST APPL vol. 42 (2015), 5591-5606
Wojciech Czarnecki, Jacek Tabor Extreme entropy machines: robust information theoretic classification, PATTERN ANAL APPL (2015), 1-18
Mariusz Korkosz, Marek Skomorowski, Karolina Sprężak, Wadim Wojciechowski, Bartosz Zieliński Computer aided erosions and osteophytes detection based on hand radiographs, PATTERN RECOGN vol. 48 (2015), 2304-2317
Wojciech Czarnecki Weighted Tanimoto Extreme Learning Machine with Case Study in Drug Discovery, IEEE COMPUT INTELL M vol. 10 (3) (2015), 19-29
Andrzej Bojarski, Wojciech Czarnecki, Sabina Podlewska Robust optimization of SVM hyperparameters in the classification of bioactive compounds, J CHEMINFORMATICS vol. 7 (38) (2015), 15
Przemysław Spurek, Jacek Tabor, Mateusz Wójcik Cross-Entropy Clustering Approach to One-Class Classification, LECTURE NOTES IN COMPUTER SCIENCE vol. 9119 (2015), 481-490
Wojciech Czarnecki, Krzysztof Rataj Compounds Activity Prediction in Large Imbalanced Datasets with Substructural Relations Fingerprint and EEM, IEEE TRUSTCOM/BIGDATASE/ISPA PROCEEDINGS vol. 2 (2015), 192-197
Wojciech Czarnecki, Stanisław Jastrzębski, Sabina Podlewska, Igor Sieradzki Active Learning of Compounds Activity - Towards Scientifically Sound Simulation of Drug Candidates Identification, PROCEEDINGS OF 2ND WORKSHOP ON MACHINE LEARNING IN LIFE SCIENCES (2015), 40-51
Wojciech Czarnecki, Stanisław Jastrzębski Analysis of compounds activity concept learned by SVM using robust Jaccard based low-dimensional embedding, SCHEDAE INFORMATICAE vol. 24 (2015), 9-19
W Czarnecki, Renyi's quadratic entropy in classification, (2015)
Andrzej Bojarski, Wojciech Czarnecki, Sabina Podlewska Extremely Randomized Machine Learning Methods for Compound Activity Prediction, MOLECULES vol. 20 (11) (2015), 20107-20117
Przemysław Spurek, Łukasz Struski, Jacek Tabor Subspace memory clustering, SCHEDAE INFORMATICAE vol. 24 (2015), 133-142
J Tabor, P Spurek, K Kamieniecki, M Śmieja, K Misztal, Introduction to Cross-Entropy Clustering The R Package CEC, arXiv preprint arXiv:1508.04559 (2015)
Marek Skomorowski, Bartosz Zieliński Schmid Filter and Inpainting in Computer-Aided Erosions and Osteophytes Detection Based on Hand Radiographs, ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING vol. 403 (2015), 511-519
Wojciech Czarnecki, Rafał Józefowicz, Jacek Tabor Maximum Entropy Linear Manifold for Learning Discriminative Low-dimensional Representation, LECTURE NOTES IN ARTIFICIAL INTELLIGENCE vol. 9284 (2015), 52-67
Wojciech Czarnecki Adaptive Active Learning with Ensemble of Learners and Multiclass Problems, LECTURE NOTES IN COMPUTER SCIENCE vol. 9119 (2015), 415 - 426
Wojciech Czarnecki, Rafał Józefowicz Fast optimization of Multithreshold Entropy Linear Classifier, SCHEDAE INFORMATICAE vol. 23 (2015), 57–67
Krzysztof Misztal, Emil Saeed, Khalid Saeed, Przemysław Spurek, Jacek Tabor Cross entropy clustering approach to iris segmentation for biometrics purpose, SCHEDAE INFORMATICAE vol. 24 (2015), 31-40
Wojciech Czarnecki, Rafał Józefowicz Neural Connectivity Reconstruction from Calcium Imaging Signal using Random Forest with Topological Features, JMLR: WORKSHOP AND CONFERENCE PROCEEDINGS vol. 46 (2015), 67-76
Marek Śmieja, Jacek Tabor Spherical Wards clustering and generalized Voronoi diagrams, PROCEEDING OF IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS vol. 36678 (2015), 10
Wojciech Czarnecki On the Consistency of Multithreshold Entropy Linear Classifier, SCHEDAE INFORMATICAE vol. 24 (2015), 123-132
Jacek Chudziak, Jacek Tabor, Józef Tabor Conditionally d-midconvex functions, AEQUATIONES MATH vol. 89 (2015), 981-990
Mateusz Malik, Przemysław Spurek, Jacek Tabor Cross-Entropy based image thresholding, SCHEDAE INFORMATICAE vol. 24 (2015), 21-29
Marek Śmieja, Jacek Tabor, Magdalena Wiercioch Probability Index of Metric Correspondence as a measure of visualization reliability, PROCEEDINGS OF ECML PKDD WORKSHOP ON MACHINE LEARNING IN LIFE SCIENCES (2015), 16-27

2014

Andrzej Bojarski, Marek Śmieja, Jacek Tabor, Dawid Warszycki Asymmetric Clustering Index in a case study of 5-HT1A receptor ligands, PLOS ONE vol. 9(7) (2014), e102069
Przemysław Spurek, Jacek Tabor Cross Entropy Clustering, PATTERN RECOGN vol. 47 (2014), 3046–3059
Wojciech Czarnecki, Jacek Tabor Two ellipsoid Support Vector Machines, EXPERT SYST APPL vol. 41 (18) (2014), 8211-8224
Wojciech Czarnecki, Krzysztof Szarzyński, Andrzej Wójtowicz Designing a competition for autonomous robots with a restricted set of sensors with case study of LEGO NXT, JOURNAL OF AUTOMATION, MOBILE ROBOTICS & INTELLIGENT SYSTEMS - JAMRIS (2014), 76-81
M Smieja, J Tabor, Rnyi entropy dimension of the mixture of measures, Science and Information Conference (SAI), 2014 (2014)
S Smusz, W Czarnecki, D Warszycki, AJ Bojarski, Uncertainty of the in vitro experiments in the construction of predictive models, GPCR Spring Conference 2014 (2014)
WM Czarnecki, InFeST–ImageJ Plugin for Rapid Development of Image Segmentation Pipelines, Man-Machine Interactions 3, 283-290 (2014)
Wojciech Czarnecki, Igor Podolak Adaptive Active Learning as a Multi-armed Bandit Problem, FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS vol. 263 (2014), 989-990
Agata Dróżdż, Marzena Frołow, Agata Kowalewska, Adam Roman, Bartosz Zieliński A new approach to automatic continuous artery diameter measurement , PROCEEDINGS OF THE 2014 FEDERATED CONFERENCE ON COMPUTER SCIENCE AND INFORMATION SYSTEMS vol. 2 (2014), 247–251
Alena Chaikouskaya, Przemysław Spurek, Jacek Tabor, Elżbieta Zając A local Gaussian filter and adaptive morphology as tools for completing partially discontinuous curves, COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL MANAGEMENT vol. 8838 (2014), 559-570
Marek Śmieja, Jacek Tabor Renyi entropy dimension of the mixture of measures, PROCEEDINGS OF SCIENCE AND INFORMATION CONFERENCE (2014), 685-689
W Łużny, W Czarnecki, Application of genetic algorithms to model the structure of molecular crystals., Polimery 59 (2014)
Łukasz Struski, Jacek Tabor Expansivity and Cone-fields in Metric Spaces, J DYN DIFFER EQU vol. 26(3) (2014), 517-527
WM Czarnecki, J Tabor, Cluster based RBF Kernel for Support Vector Machines, arXiv preprint arXiv:1408.2869 (2014)

2013

Przemysław Spurek, Jacek Tabor The memory center, INFORM SCIENCES vol. 252 (2013), 132–143
Wojciech Czarnecki, Igor Podolak Machine Learning with Known Input Data Uncertainty Measure, LECTURE NOTES IN COMPUTER SCIENCE (2013), 379-388
P Spurek, J Tabor, Optimal Rescaling and the Mahalanobis Distance, arXiv preprint arXiv:1306.2004 (2013)
K Misztal, A Szczepanski, P Kocjan, K Saeed, J Tabor, Distribution estimation applied to face recognition as a simple and robust solution, Biometrics and Kansei Engineering (ICBAKE), 2013 International Conference on… (2013)
Krzysztof Misztal, Przemysław Spurek, Jacek Tabor Weighted Approach to Projective Clustering, COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL MANAGEMENT LECTURE NOTES IN COMPUTER SCIENCE vol. 8104 (2013), 367-378
Krzysztof Misztal, Jacek Tabor Mahalanobis distance-based algorithm for ellipse growing in iris preprocessing, COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL MANAGEMENT LECTURE NOTES IN COMPUTER SCIENCE vol. 8104 (2013), 158-167
Krzysztof Misztal, Jacek Tabor Detection of elliptical shapes via cross-entropy clustering, PATTERN RECOGNITION AND IMAGE ANALYSIS LECTURE NOTES IN COMPUTER SCIENCE vol. 7887 (2013), 656-663
Jacek Tabor, Józef Tabor, Marek Żołdak Strongly Midquasiconvex Functions , J CONVEX ANAL vol. 20 (2013), 531-543
Marek Śmieja, Jacek Tabor Image segmentation with use of cross-entropy clustering, ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING vol. 226 (2013), 403-409
Krzysztof Misztal, Jacek Tabor Strict verification of approximate midconvexity on non-convex sets, MATH INEQUAL APPL vol. 16 (2013), 389–400
Krzysztof Misztal, Jacek Tabor, Józef Tabor Midconvexity for finite sets, J INEQUAL APPL vol. 2013 (2013), 1-16
Przemysław Spurek, Jacek Tabor, Elżbieta Zając Detection of Disk-Like Particles in Electron Microscopy Images, ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING vol. 226 (2013), 411-417
Krzysztof Misztal, Jacek Tabor, Józef Tabor Generalized midconvexity, BANACH CENTER PUBLICATIONS vol. 99 (2013), 207-215
WM Czarnecki, K Szarzyński, A Wójtowicz, ʥ S C S ʥ LEGO NXT, (2013)

2012

Marek Śmieja, Jacek Tabor Entropy of the mixture of source and entropy dimension, IEEE T INFORM THEORY vol. 58(5) (2012), 2719-2728
Z Vetulani, E Geoffrois, W Czarnecki, B Kochanowski, Language Resources for Public Security Applications: Needs and Specificities, Language Resources and Evaluation Conference 2011 - Language Resources for… (2012)
Wadim Wojciechowski, Bartosz Zieliński Computer-based hand radiographs analysis for erosions and osteophytes detection, EUROPEAN CONGRESS OF RADIOLOGY PROCEEDINGS (2012), 13
Krzysztof Misztal, Khalid Saeed, Jacek Tabor A new algorithm for rotation detection in iris pattern recognition, LECTURE NOTES IN COMPUTER SCIENCE vol. Computer Information Systems and Industrial Management, Volume 7564/2012 (2012), 135-145
Piotr Kościelniak, Marcin Mazur, Jacek Tabor Appendix A: Semi-Hyperbolicity: Estimations vol. Random and Computational Dynamics 1 (2012), "Phil Diamond, Peter Kloeden, Victor Kozyakin, Alexei Pokrovskii, Semi-Hyperbolicity and Bi-Shadowing", American Institute of Mathematical Sciences
Anna Mureńko, Jacek Tabor, Józef Tabor Applications of de Rham theorem in approximate midconvexity, J DIFFER EQU APPL vol. 18 (2012), 335-344
Jacek Tabor, Józef Tabor Paraconvex, but not strongly, Takagi functions, CONTROL CYBERN vol. 41 (2012), 545-559
Tomasz Kulaga, Łukasz Struski, Jacek Tabor Cone-Fields without Constant Orbit Core Dimension, DISCRETE CONT DYN-A vol. 32(10) (2012), 3651-3664
Krzysztof Misztal, Jacek Tabor, Józef Tabor Approximately Midconvex Functions vol. Springer Optimization and Its Applications (2012), "Functional Equations in Mathematical Analysis", Springer Verlag (połaczony z Kluwer Academic Publishing)
Wojciech Czarnecki Multilayer Neural Networks with Receptive Fields as a Model for the Neuron Reconstruction Problem, LECTURE NOTES IN COMPUTER SCIENCE (2012), 242-250
Przemysław Spurek, Jacek Tabor Numerical verification of condition for approximately midconvex functions, AEQUATIONES MATH vol. 83 (2012), 223-237
Jakub Bielawski, Jacek Tabor A t-norm embedding theorem for fuzzy sets, FUZZY SET SYST (2012), 33-53
Krzysztof Misztal, Emil Saeed, Khalid Saeed, Jacek Tabor Iris Pattern Recognition with a New Mathematical Model to its Rotation Detection vol. 1 (2012), "Biometrics and Kansei Engineering", Springer Verlag (połaczony z Kluwer Academic Publishing)

2011

Tomasz Kułaga, Jacek Tabor Hyperbolic dynamics in graph-directed IFS, J DIFFER EQUATIONS vol. 251 (2011), 3363-3380
K Misztal, P Spurek, J Tabor, k-means Approach to the Karhunen-Love Transform, arXiv preprint arXiv:1109.3994 (2011)
Marcin Mazur, Jacek Tabor Computational hyperbolicity, DISCRETE CONT DYN-A vol. 29 (2011), 1175-1189
Marzena Bielecka, Andrzej Bielecki, Mariusz Korkosz, Marek Skomorowski, Karolina Sprężak, Wadim Wojciechowski, Bartosz Zieliński A shape description language for osteophytes detection in upper surfaces of the metacarpophalangeal joints, COMPUTER RECOGNITION SYSTEMS 4, ADVANCES IN INTELLIGENT AND SOFT COMPUTING, SPRINGER (2011), 479-487
Anna Mureńko, Jacek Tabor, Józef Tabor Semiconcave functions with power moduli, J CONVEX ANAL vol. 18 (2011), 391-396
Marzena Bielecka, Andrzej Bielecki, Mariusz Korkosz, Marek Skomorowski, Wadim Wojciechowski, Bartosz Zieliński Modified Jakubowski shape transducer for detecting osteophytes and erosions in finger joints, LECTURE NOTES IN COMPUTER SCIENCE vol. 6594 (2011), 147-155
M Smieja, J Tabor, Entropy of the Mixture of Sources and Entropy Dimension, Information Theory, IEEE Transactions on, 1-1 (2011)
Jacek Tabor, Józef Tabor, Marek Żołdak On w-strongly quasiconvex and w-strongly quasiconcave sequences, AEQUATIONES MATH vol. 82 (2011), 255-268

2010

Leszek Nowak, Bartosz Zieliński Global extremes analysis in applications of discrete tomography, BIO-ALGORITHMS AND MED-SYSTEMS vol. 6 (2010), 21-24
Adam Najdecki, Jacek Tabor, Józef Tabor On conditionally d-convex functions, ACTA MATH HUNG vol. 128 (2010), 131-138
Jacek Tabor, Józef Tabor, Marek Żołdak Approximately convex functions on topological vector spaces, PUBL MATH-DEBRECEN vol. 365 (2010), 115-123
A Najdecki, J Tabor, J Tabor, On conditionally δ-convex functions, Acta Mathematica Hungarica 128 (1-2), 131-138 (2010)
Jacek Tabor, Józef Tabor Extensions of convex and semiconvex functions and intervally thin sets, J MATH ANAL APPL vol. 365 (2010), 43-49
W Czarnecki, S Gburek, M Smiatacz, Fast distance vector field extraction for facial feature detection, International Conference on Computer Vision and Graphics, 300-307 (2010)
J Tabor, J Tabor, M Żołdak, Optimality estimations for approximately midconvex functions, Aequationes mathematicae 80 (1-2), 227-237 (2010)
Jacek Tabor, Józef Tabor, Marek Żołdak Optimality estimations for approximately convex functions, AEQUATIONES MATH vol. 80 (2010), 227-237
Marzena Bielecka, Andrzej Bielecki, Mariusz Korkosz, Marek Skomorowski, Wadim Wojciechowski, Bartosz Zieliński Application of shape description methodology to hand radiographs interpretation, LECTURE NOTES IN COMPUTER SCIENCE vol. 6374 (2010), 11-18
Andrzej Bielecki, Mariusz Korkosz, Wadim Wojciechowski, Bartosz Zieliński Identifying the borders of the upper and lower metacarpophalangeal joints surfaces on hand radiographs, LECTURE NOTES IN ARTIFICIAL INTELLIGENCE vol. 6113 (2010), 589-596

2009

Jacek Mrowiec, Jacek Tabor, Józef Tabor Approximately midconvex functions vol. International Series of Numerical Mathematics 157 (2009), "Inequalities and Applications", Birkhäuser
Bartosz Zieliński Hand radiograph analysis and joint space location improvement for image interpretation, SCHEDAE INFORMATICAE vol. 17/18 (2009), 45-61
Marzena Bielecka, Marek Skomorowski, Bartosz Zieliński A fuzzy shape descriptor and inference by fuzzy relaxation with application to description of bones contours at hand radiographs, LECTURE NOTES IN COMPUTER SCIENCE vol. 5495 (2009), 469-478
Jacek Tabor, Józef Tabor Generalized approximate midconvexity, CONTROL CYBERN vol. 38 (2009), 655-669
Jacek Tabor, Józef Tabor Characterization of convex functions, STUD MATH vol. 192 (2009), 29-37
Jakub Bielawski, Jacek Tabor An embedding theorem for unbounded convex sets in a Banach space, DEMONSTRATIO MATHEMATICA vol. 42(4) (2009), 703-709
Jacek Tabor, Józef Tabor Takagi functions and approximate midconvexity, J MATH ANAL APPL vol. 356 (2009), 729-737
Anna Mureńko, Jacek Tabor, Józef Tabor On characterizations of sup-preserving functionals, ACTA MATH HUNG vol. 12 (2009), 161-172

2008

Andrzej Bielecki, Mariusz Korkosz, Bartosz Zieliński Hand radiographs preprocessing, image representation in the finger regions and joint space width measurements for image interpretation, PATTERN RECOGN vol. 41 (2008), 3786-3798
Jacek Tabor, Józef Tabor Stability of the Cauchy functional equations in metric groupoids, AEQUATIONES MATH vol. 76 (2008), 92-104
Piotr Kościelniak, Marcin Mazur, Jacek Tabor Semi-hyperbolicity and hyperbolicity, DISCRETE CONT DYN-A (2008), 1029-1038
J Tabor, J Tabor, Stability of the Cauchy functional equation in metric groupoids, Aequationes mathematicae 76 (1), 92-104 (2008)
J Tabor, J Tabor, M Żołdak, Stability of isometries in -Banach spaces, Functiones et Approximatio Commentarii Mathematici 38 (1), 109-119 (2008)
Jacek Tabor Restricted stability and shadowing, PUBL MATH-DEBRECEN vol. 73 (2008), 49-58
Jacek Tabor Stability of isometries in p-Banach spaces, FUNCTIONES ET APPROXIMATIO, COMMENTARII MATHEMATICI vol. 38 (2008), 109-119
J Tabor, J Tabor, Stability of the Cauchy equation almost everywhere, Aequationes mathematicae 75 (3), 308-313 (2008)
Bartosz Zieliński Segmentacja i selekcja cech jako jeden z podstawowych problemów w rozpoznawaniu obrazów medycznych, KRAKOWSKI ROCZNIK KOGNITYWISTYCZNY vol. 2 (2008), 93-104

2007

J Tabor, Locally expanding mappings and hyperbolicity, Topological Methods in Nonlinear Analysis 30 (2), 335-343 (2007)
Bartosz Zieliński A fully-automated algorithm dedicated to computing metacarpophalangeal and interphalangeal joint cavity widths, SCHEDAE INFORMATICAE vol. 16 (2007), 47-67
Z Ma̧czyńska, J Tabor, Shadowing with multidimensional time in Banach spaces, Journal of Mathematical Analysis and Applications 331 (2), 866-872 (2007)
J Tabor, J Tabor, General stability of functional equations of linear type, Journal of Mathematical Analysis and Applications 328 (1), 192-200 (2007)

2006

J Tabor, Generalized differential inclusions in Banach spaces, Set-Valued Analysis 14 (2), 121-148 (2006)
W Jabłoński, J Tabor, J Tabor, Generalized shadowing for discrete semidynamical systems, Annales Polonici Mathematici 3 (88), 263-269 (2006)

2004

J Tabor, Stability of the Cauchy functional equation in quasi-Banach spaces, Annales Polonici Mathematici 83, 243-255 (2004)
J Tabor, M Żołdak, Iterative equations in Banach spaces, Journal of mathematical analysis and applications 299 (2), 651-662 (2004)

2003

J Tabor, Stability of the Fischer-Muszly functional equation, PUBLICATIONES MATHEMATICAE-DEBRECEN 62 (1-2), 205-211 (2003)
J Tabor, Oscillation of linear difference equations in Banach spaces, Journal of Differential Equations 192 (1), 170-187 (2003)

2002

J Tabor, Differential equations in metric spaces, Mathematica Bohemica 127 (2), 353-360 (2002)
J Tabor, Hyers theorem and the cocycle property, Functional Equations—Results and Advances, 275-290 (2002)
J Tabor, D Yost, Applications of inverse limits to extensions of operators and approximation of Lipschitz functions, Journal of Approximation Theory 116 (2), 257-267 (2002)
J Tabor, J Tabor, Geometrical Aspects of Stability, Functional Equations—Results and Advances, 123-132 (2002)
J Tabor, Oscillation theory of linear systems, Journal of Differential Equations 180 (1), 171-197 (2002)
J Tabor, Proper families and almost additive functions, Aequationes mathematicae 63 (1-2), 18-25 (2002)
Bogdan Batko, Zygfryd Kominek, Jacek Tabor Generalized norms and convexity, PUBL MATH-DEBRECEN vol. 60.1-2 (2002), 63-73
Marcin Kulczycki, Jacek Tabor Iterative functional equations in the class of Lipschitz functions, AEQUATIONES MATH vol. 64, no. 1-2 (2002), 24-33

2001

J Tabor, k-Proper families and almost approximately polynomial functions, Glasnik matematički 36 (2), 177-191 (2001)
J Tabor, J Tabor, 19. remark, solution of the 7. Problem by K. Nikodem, report of meeting, Aequationes Mathematicae 61 (3), 307-309 (2001)

2000

J Tabor, Monomial selections of set-valued functions, PUBLICATIONES MATHEMATICAE-DEBRECEN 56 (1-2), 33-42 (2000)
J Tabor, Stability of surjectivity, Journal of Approximation Theory 105 (1), 166-175 (2000)
J Tabor, Ideally convex sets and Hyers theorem, FUNKCIALAJ EKVACIOJ SERIO INTERNACIA 43 (1), 121-126 (2000)

1999

J Tabor, A general stability result in the class of Lipschitz functions, PUBLICATIONES MATHEMATICAE-DEBRECEN 55 (3-4), 385-394 (1999)
Bogdan Batko, Jacek Tabor Stability of the generalized alternative Cauchy equation , ABH MATH SEM HAMBURG vol. 69 (1999), 67-73
Bogdan Batko, Jacek Tabor Stability of an alternative Cauchy equation on a restricted, AEQUATIONES MATH vol. 57 (1999), 221-232
B Batko, J Tabor, Stability of an alternative Cauchy equation on a restricted domain, aequationes mathematicae 57 (2-3), 221-232 (1999)
J Tabor, J Tabor, Local stability of the Cauchy and Jensen equations in function spaces, Aequationes mathematicae 58 (3), 296-310 (1999)
J Tabor, J Tabor, Stability of the Cauchy type equations in the class of differentiable functions, Journal of approximation theory 98 (1), 167-182 (1999)
J Tabor, Superstability of the Cauchy, Jensen and isometry equations, Results in Mathematics 35 (3-4), 355-379 (1999)

1998

J Tabor, Oscillations in Banach spaces and positive operators, journal of differential equations 144 (2), 219-232 (1998)
Marcin Mazur, Kinga Stolot, Jacek Tabor Semi-hyperbolicity implies hyperbolicity in the linear case, UNIVERSITATIS IAGELLONICAE ACTA MATHEMATICA vol. 36 (1998), 121-126
J Tabor, Stability of the Cauchy equation on an interval, aequationes mathematicae 55 (1-2), 153-176 (1998)

1997

J Tabor, Remark 20, In ‘Report on the 34th ISFE, Aequationes Math 53, 194-196 (1997)
J Tabor, Stability of the Cauchy equation with variable bound, PUBLICATIONES MATHEMATICAE-DEBRECEN 51 (1-2), 165-173 (1997)
T Popiela, J Kulig, D Karcz, J Tabor, J Torres, M Marquez, O Fillat, ..., Efficacy of ebrotidine and ranitidine combined with amoxicillin and metronidazole in the eradication of Helicobacter pylori in patients with duodenal ulcer., Arzneimittel-Forschung 47 (4A), 573-577 (1997)
J Tabor, Lipschitz stability of the Cauchy and Jensen equations, Results in Mathematics 32 (1-2), 133-144 (1997)
J Tabor, Stability of the Cauchy type equations in% MathType! MTEF! 2! 1!+-% feaaeaart1ev0aaatCvAUfeBSjuyZL2yd9gzLbvyNv2CaerbuLwBLn…, Results in Mathematics 32 (1-2), 145-158 (1997)

1996

J Tabor, Hosszu's functional equation on the unit interval is not stable, PUBLICATIONES MATHEMATICAE-DEBRECEN 49 (3-4), 335-340 (1996)
J Tabor, Iteration groups of continuous functions possesing fixed points, Iteration Theory, Proceedings of the European Conference on Iteration Theory… (1996)

1995

J Tabor, J Tabor, On a linear iterative equation, Results in Mathematics 27 (3-4), 412-421 (1995)
J Tabor, On the division by Rn, aequationes mathematicae 49 (1), 300-303 (1995)

1994

J Tabor, J Tabor, Homogeneity is superstable, PUBLICATIONES MATHEMATICAE-DEBRECEN 45 (1-2), 123-130 (1994)

1992

T Popiela, J Kulig, J Skucinski, A Szczepanik, J Tabor, P Plaskocinski, ..., Advances in treatment of seriously advanced gastric cancer using aggressive EAP chemotherapy, Proceedings of an International Symposium. Gastric cancer. Cracow, May, 25-26 (1992)

1991

J Tabor, Characterization of mixed iteration groups, European Conference on Iteration Theory,(Lisbon, 1991), 273-284 (1991)
J Tabor, Cauchy and Jensen equations on a restricted domain almost everywhere, PUBLICATIONES MATHEMATICAE-DEBRECEN 39 (3-4), 219-235 (1991)

1983

A Gregorczyk, J Tabor, Monotonic solution of the translation equation, Annales Polonici Mathematici 3 (43), 253-260 (1983)

1978

J Tabor, Algebraic objects over a small category, Instytut Matematyczny Polskiej Akademi Nauk (Warszawa) (1978)
S Midura, J Tabor, The translation equation on a direct product of groups, Annales Polonici Mathematici 3 (35), 223-228 (1978)

1976

J Tabor, Regular extensions of algebraic objects, Tensor (NS) 30, 186-190 (1976)
Z Moszner, J Tabor, L'quation de translation sur une structure avec zro, Annales Polonici Mathematici 3 (31), 255-264 (1976)

1975

J Tabor, Solution of Cauchy's functional equation on a restricted domain, Colloquium Mathematicum 33 (2), 203-208 (1975)
J Tabor, EXTENSIONS OF ALGEBRAIC OBJECTS OVER A BRANDT GROUPOID, TENSOR 29 (1), 85-88 (1975)
J cizef Tabor, Remarks on J. Gancarzewicz’s Paper “On Commutative Algebraic Objects over a Groupoid “, (1975)

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Igor Podolak, PhD
Group of Machine Learning Research
Faculty of Mathematics and Computer Science
ul. Lojasiewicza 6
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