Rafał Scherer

Publications

2020
[131]Computer Vision Methods for Fast Image Classification and Retrieval (Rafal Scherer), Springer, Cham, 2020. [bibtex]
[130] Accurate and Fast URL Phishing Detector: A Convolutional Neural Network Approach (Wei Wei, Qiao Ke, Jakub Nowak, Marcin Korytkowski, Rafał Scherer, Marcin Woźniak), In Computer Networks, 2020. [bibtex] [pdf] [doi]
2019
[129]Convolutional Recurrent Neural Networks for Computer Network Analysis (Jakub Nowak, Marcin Korytkowski, Rafa\l Scherer), In International Conference on Artificial Neural Networks, 2019. [bibtex]
[128]Microscopic Sample Segmentation by Fully Convolutional Network for Parasite Detection (Patryk Najgebauer, Rafa\l Grycuk, Leszek Rutkowski, Rafa\l Scherer, Agnieszka Siwocha), In International Conference on Artificial Intelligence and Soft Computing, 2019. [bibtex]
[127]Inertia-based Fast Vectorization of Line Drawings (Patryk Najgebauer, Rafa\l Scherer), In Computer Graphics Forum, volume 38, 2019. [bibtex]
[126]Distributed image retrieval with colour and keypoint features (Micha\l \La̧giewka, Marcin Korytkowski, Rafal Scherer), In Journal of Information and Telecommunication, Taylor & Francis, volume 3, 2019. [bibtex]
[125]Software Framework for Fast Image Retrieval (Rafal Grycuk, Rafal Scherer), In 2019 24th International Conference on Methods and Models in Automation and Robotics (MMAR), 2019. [bibtex]
[124]Hemigen: human embryo image generator based on generative adversarial networks (Darius Dirvanauskas, Rytis Maskeli\=unas, Vidas Raudonis, Robertas Damaševi\vcius, Rafal Scherer), In Sensors, Multidisciplinary Digital Publishing Institute, volume 19, 2019. [bibtex]
[123]URL-based Phishing Attack Detection by Convolutional Neural Network Authors (Jakub Nowak, Marcin Korytkowski, Marcin Wozniak, Patryk Najgebauer, Rafal Scherer), In 26th International Conference on Neural Information Processing, Sydney, Australia. 12-15 December 2019, AJIIPS, volume 15, 2019. [bibtex]
[122]Discovering Sequences in Systems Logs by Neural Networks (Jakub Nowak, Marcin Korytkowski, Marcin Wozniak, Rafal Scherer), In 26th International Conference on Neural Information Processing, Sydney, Australia. 12-15 December 2019, AJIIPS, volume 17, 2019. [bibtex]
[121]Multilayer Architecture for Content-Based Image Retrieval Systems (Rafal Grycuk, Patryk Najgebauer, Robert Nowicki, Rafal Scherer), In 2019 IEEE 12th Conference on Service-Oriented Computing and Applications (SOCA), 2019. [bibtex]
2018
[120]Fast Two-Level Image Indexing Based on Local Interest Points (P. Najgebauer, R. Grycuk, R. Scherer), In 2018 23rd International Conference on Methods Models in Automation Robotics (MMAR), volume , 2018. [bibtex] [doi]
[119]Classification of Computer Network Users with Convolutional Neural Networks (J. Nowak, M. Korytkowski, R. Scherer), In 2018 Federated Conference on Computer Science and Information Systems (FedCSIS), volume , 2018. [bibtex] [doi]
[118]Rough neural network ensemble for interval data classification (Robert K Nowicki, Marcin Korytkowski, Rafal Scherer), In 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2018. [bibtex]
[117]Random forests for profiling computer network users (Jakub Nowak, Marcin Korytkowski, Robert Nowicki, Rafa\l Scherer, Agnieszka Siwocha), In International Conference on Artificial Intelligence and Soft Computing, 2018. [bibtex]
[116]Classification of computer network users with convolutional neural networks (Jakub Nowak, Marcin Korytkowski, Rafal Scherer), In 2018 Federated Conference on Computer Science and Information Systems (FedCSIS), 2018. [bibtex]
[115]Fast two-level image indexing based on local interest points (Patryk Najgebauer, Rafal Grycuk, Rafal Scherer), In 2018 23rd International Conference on Methods & Models in Automation & Robotics (MMAR), 2018. [bibtex] [doi]
[114]Architecture of database index for content-based image retrieval systems (Rafa\l Grycuk, Patryk Najgebauer, Rafa\l Scherer, Agnieszka Siwocha), In International Conference on Artificial Intelligence and Soft Computing, 2018. [bibtex]
2017
[113]Novel method for joining missing line fragments for medical image analysis (P. Najgebauer, L. Rutkowski, R. Scherer), In 2017 22nd International Conference on Methods and Models in Automation and Robotics (MMAR), volume , 2017. [bibtex] [doi]
[112]Novel method for joining missing line fragments for medical image analysis (Patryk Najgebauer, Leszek Rutkowski, Rafal Scherer), In 2017 22nd International Conference on Methods and Models in Automation and Robotics (MMAR), 2017. [bibtex] [doi]
[111]Distributed image retrieval with color and keypoint features (M. Łągiewka, M. Korytkowski, R. Scherer), In 2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA), volume , 2017. [bibtex] [doi]
[110]Distributed image retrieval with color and keypoint features (Michal Lagiewka, Marcin Korytkowski, Rafal Scherer), In 2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA), 2017. [bibtex] [doi]
[109]Interest point localization based on edge detection according to gestalt laws (Patryk Najgebauer, Leszek Rutkowski, Rafal Scherer), In 2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA), 2017. [bibtex]
[108]Interest point localization based on edge detection according to gestalt laws (P. Najgebauer, L. Rutkowski, R. Scherer), In 2017 2nd IEEE International Conference on Computational Intelligence and Applications (ICCIA), volume , 2017. [bibtex]
[107] Convolutional Neural Networks for Time Series Classification (Mariusz Zȩbik, Marcin Korytkowski, Rafal Angryk, Rafa\l Scherer), Chapter in (Leszek Rutkowski, Marcin Korytkowski, Rafa\l Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada, eds.), Springer International Publishing, 2017. [bibtex] [pdf] [doi]
[106] Convolutional Neural Networks for Time Series Classification (Mariusz Zebik, Marcin Korytkowski, Rafal Angryk, Rafa\l Scherer), Chapter in , Springer International Publishing, 2017. [bibtex] [pdf] [doi]
[105] LSTM Recurrent Neural Networks for Short Text and Sentiment Classification (Jakub Nowak, Ahmet Taspinar, Rafa\l Scherer), Chapter in (Leszek Rutkowski, Marcin Korytkowski, Rafa\l Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada, eds.), Springer International Publishing, 2017. [bibtex] [pdf] [doi]
2016
[104]Novel rough neural network for classification with missing data (Robert K. Nowicki, Rafal Scherer, Leszek Rutkowski), In 2016 21st International Conference on Methods and Models in Automation and Robotics (MMAR), 2016. [bibtex] [doi]
[103]Novel rough neural network for classification with missing data (R. K. Nowicki, R. Scherer, L. Rutkowski), In 2016 21st International Conference on Methods and Models in Automation and Robotics (MMAR), 2016. [bibtex] [doi]
[102]Novel visual object descriptor using SURF and clustering algorithms (Rafa\l Grycuk), In Journal of Applied Mathematics and Computational Mechanics, volume 15, 2016. [bibtex]
[101] Artificial Intelligence and Soft Computing: 15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part II (Pawe\l Staszewski, Piotr Woldan, Marcin Korytkowski, Rafa\l Scherer, Lipo Wang), Chapter in Query-by-Example Image Retrieval in Microsoft SQL Server, Springer International Publishing, 2016. [bibtex] [pdf] [doi]
[100] Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions: Selected Papers from KICSS'2013 - 8th International Conference on Knowledge, Information, and Creativity Support Systems, November 7-9, 2013, Krakow, Poland (Patryk Najgebauer, Rafal Scherer), Chapter in Fast Image Search by Trees of Keypoint Descriptors (M.J. Andrzej Skulimowski, Janusz Kacprzyk, eds.), Springer International Publishing, 2016. [bibtex] [pdf] [doi]
[99] Artificial Intelligence and Soft Computing: 15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part II (Patryk Najgebauer, Marcin Korytkowski, Carlos D. Barranco, Rafal Scherer), Chapter in Novel Image Descriptor Based on Color Spatial Distribution, Springer International Publishing, 2016. [bibtex] [pdf] [doi]
[98] Artificial Intelligence and Soft Computing: 15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part II (Michal Lagiewka, Rafal Scherer, Rafal Angryk), Chapter in Color-Based Large-Scale Image Retrieval with Limited Hardware Resources, Springer International Publishing, 2016. [bibtex] [pdf] [doi]
[97] Fast image classification by boosting fuzzy classifiers (Marcin Korytkowski, Leszek Rutkowski, Rafał Scherer), In Information Sciences, volume 327, 2016. () [bibtex] [pdf] [doi]
[96]Content-Based Image Retrieval Optimization by Differential Evolution (Rafal Grycuk, Marcin Gabryel, Robert Nowicki, Rafal Scherer), In Proceedings of the 2014 IEEE Congress on Evolutionary Computation (IEEE CEC), Vancouver, July 24-29, 2016, 2016. (Accepted for publication) [bibtex]
[95] Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions: Selected Papers from KICSS'2013 - 8th International Conference on Knowledge, Information, and Creativity Support Systems, November 7-9, 2013, Kraków, Poland (Piotr Duda, Maciej Jaworski, Lena Pietruczuk, Marcin Korytkowski, Marcin Gabryel, Rafa\l Scherer), Chapter in On the Application of Orthogonal Series Density Estimation for Image Classification Based on Feature Description (M.J. Andrzej Skulimowski, Janusz Kacprzyk, eds.), Springer International Publishing, 2016. [bibtex] [pdf] [doi]
2015
[94]Design Methodology for Rough Neuro-Fuzzy Classification with Missing Data (R. K. Nowicki, M. Korytkowski, R. Scherer, B. A. Nowak), In Computational Intelligence, 2015 IEEE Symposium Series on, 2015. [bibtex] [doi]
[93]Efficient Bone Detector and Geometric Descriptor for X-Ray Imaging (J. Romanowski, M. Korytkowski, R. Scherer), In Computational Intelligence, 2015 IEEE Symposium Series on, 2015. [bibtex] [doi]
[92]Bag-of-features image indexing and classification in microsoft SQL server relational database (M. Korytkowski, R. Scherer, P. Staszewski, P. Woldan), In Cybernetics (CYBCONF), 2015 IEEE 2nd International Conference on, 2015. [bibtex] [doi]
[91]Bag-of-features image indexing and classification in microsoft SQL server relational database (Marcin Korytkowski, Rafal Scherer, Pawel Staszewski, Piotr Woldan), In Cybernetics (CYBCONF), 2015 IEEE 2nd International Conference on, 2015. [bibtex] [doi]
[90]Tree representation of image key point descriptors (Patryk Najgebauer, Marcin Gabryel, Marcin Korytkowski, R Scherer), In Proceedings of the 8th International Conference on Knowledge, Information and Creativity Support Systems, Krakow, Poland, 2015. [bibtex]
[89]Multi-layer architecture for storing visual data based on WCF and microsoft SQL server database (Rafa\l Grycuk, Marcin Gabryel, Rafa\l Scherer, Sviatoslav Voloshynovskiy), In International Conference on Artificial Intelligence and Soft Computing, 2015. [bibtex]
[88] Fast Dictionary Matching for Content-Based Image Retrieval (Patryk Najgebauer, Janusz Rygał, Tomasz Nowak, Jakub Romanowski, Leszek Rutkowski, Sviatoslav Voloshynovskiy, Rafał Scherer), Chapter in Artificial Intelligence and Soft Computing (Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada, eds.), Springer International Publishing, volume 9119, 2015. [bibtex] [pdf] [doi]
[87] New image descriptor from edge detector and blob extractor (Rafał Grycuk, Rafał Scherer, Marcin Gabryel), In Journal of Applied Mathematics and Computational Mechanics, The Publishing Office of Czestochowa University of Technology, volume 14, 2015. [bibtex] [pdf] [doi]
[86] Multi-layer Architecture For Storing Visual Data Based on WCF and Microsoft SQL Server Database (Rafał Grycuk, Marcin Gabryel, Rafał Scherer, Sviatoslav Voloshynovskiy), Chapter in Artificial Intelligence and Soft Computing (Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada, eds.), Springer International Publishing, volume 9119, 2015. [bibtex] [pdf] [doi]
[85] Secure Representation of Images Using Multi-layer Compression (Sohrab Ferdowsi, Sviatoslav Voloshynovskiy, Dimche Kostadinov, Marcin Korytkowski, Rafał Scherer), Chapter in Artificial Intelligence and Soft Computing (Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada, eds.), Springer International Publishing, volume 9119, 2015. [bibtex] [pdf] [doi]
[84]Supervised Transform Learning for Face Recognition (Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi, Maurits Diephuis, Rafał Scherer), Chapter in Artificial Intelligence and Soft Computing (Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada, eds.), Springer International Publishing, volume 9119, 2015. [bibtex]
2014
[83]Content-based image retrieval by dictionary of local feature descriptors (P. Najgebauer, T. Nowak, J. Romanowski, M. Gabryel, M. Korytkowski, R. Scherer), In 2014 International Joint Conference on Neural Networks (IJCNN), 2014. [bibtex] [doi]
[82] Artificial Intelligence and Soft Computing: 13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part I (Janusz Ryga\l, Jakub Romanowski, Rafa\l Scherer, Sohrab Ferdowsi), Chapter in Novel Algorithm for Translation from Image Content to Semantic Form (Leszek Rutkowski, Marcin Korytkowski, Rafa\l Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada, eds.), Springer International Publishing, 2014. [bibtex] [pdf] [doi]
[81] Artificial Intelligence and Soft Computing: 13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part II (Tomasz Nowak, Patryk Najgebauer, Jakub Romanowski, Marcin Gabryel, Marcin Korytkowski, Rafa\l Scherer, Dimce Kostadinov), Chapter in Spatial Keypoint Representation for Visual Object Retrieval (Leszek Rutkowski, Marcin Korytkowski, Rafa\l Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada, eds.), Springer International Publishing, 2014. [bibtex] [pdf] [doi]
[80] Artificial Intelligence and Soft Computing: 13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part II (Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi, Maurits Diephuis, Rafa\l Scherer), Chapter in Robust Face Recognition by Group Sparse Representation That Uses Samples from List of Subjects (Leszek Rutkowski, Marcin Korytkowski, Rafa\l Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada, eds.), Springer International Publishing, 2014. [bibtex] [pdf] [doi]
[79]Improved Digital Image Segmentation Based on Stereo Vision and Mean Shift Algorithm (Rafał Grycuk, Marcin Gabryel, Marcin Korytkowski, Rafał Scherer, Jakub Romanowski), Chapter in Parallel Processing and Applied Mathematics 2013, Springer Berlin Heidelberg, 2014. (Manuscript accepted for publication) [bibtex]
[78] Parallel Processing and Applied Mathematics: 10th International Conference, PPAM 2013, Warsaw, Poland, September 8-11, 2013, Revised Selected Papers, Part I (Rafa\l Grycuk, Marcin Gabryel, Marcin Korytkowski, Jakub Romanowski, Rafa\l Scherer), Chapter in Improved Digital Image Segmentation Based on Stereo Vision and Mean Shift Algorithm (Roman Wyrzykowski, Jack Dongarra, Konrad Karczewski, Jerzy Wasniewski, eds.), Springer Berlin Heidelberg, 2014. [bibtex] [pdf] [doi]
[77]Content-based Image Indexing by Data Clustering and Inverse Document Frequency (Rafa\l Grycuk, Marcin Gabryel, Marcin Korytkowski, Rafa\l Scherer), Chapter in Beyond Databases, Architectures and Structures 2014, Springer Berlin Heidelberg, 2014. [bibtex]
[76] Artificial Intelligence and Soft Computing: 13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part II (Rafa\l Grycuk, Marcin Gabryel, Marcin Korytkowski, Rafa\l Scherer, Sviatoslav Voloshynovskiy), Chapter in From Single Image to List of Objects Based on Edge and Blob Detection (Leszek Rutkowski, Marcin Korytkowski, Rafa\l Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada, eds.), Springer International Publishing, 2014. [bibtex] [pdf] [doi]
[75]Content-based Image Indexing by Data Clustering and Inverse Document Frequency (Rafa\l Grycuk, Marcin Gabryel, Marcin Korytkowski, Rafa\l Scherer), Chapter in Beyond Databases, Architectures and Structures 2014, Springer Berlin Heidelberg, 2014. [bibtex]
2013
[74]Comparing images based on histograms of local interest points (Tomasz Nowak, Marcin Gabryel, Marcin Korytkowski, Rafa\l Scherer), In International Conference on Parallel Processing and Applied Mathematics, 2013. [bibtex]
[73]On the application of fourier series density estimation for image classification based on feature description (Piotr Duda, Maciej Jaworski, Lena Pietruczuk, R Scherer, Marcin Korytkowski, Marcin Gabryel), In Proceedings of the 8th International Conference on Knowledge, Information and Creativity Support Systems, Krakow, Poland, November, 2013. [bibtex]
[72] Extraction of Objects from Images Using Density of Edges as Basis for GrabCut Algorithm (Janusz Rygał, Patryk Najgebauer, Jakub Romanowski, Rafał Scherer), Chapter in Artificial Intelligence and Soft Computing (Leszek Rutkowski, Marcin Korytkowski, Rafał Scherer, Ryszard Tadeusiewicz, LotfiA. Zadeh, JacekM. Zurada, eds.), Springer Berlin Heidelberg, volume 7894, 2013. [bibtex] [pdf] [doi]
[71]Tree Representation of Image Key Point Descriptors (Patryk Najgebauer, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer), In Proceedings of the 8th International Conference on Knowledge, Information and Creativity Support Systems, Krakow, Poland, November 7-9, 2013, 2013. [bibtex]
[70]On the Application of Fourier Series Density Estimation for Image Classification Based on Feature Description (Piotr Duda, Maciej Jaworski, Lena Pietruczuk, Rafał Scherer, Marcin Korytkowski, Marcin Gabryel), In Proceedings of the 8th International Conference on Knowledge, Information and Creativity Support Systems, Krakow, Poland, November 7-9, 2013, 2013. [bibtex]
[69] Object Detection by Simple Fuzzy Classifiers Generated by Boosting (Marcin Gabryel, Marcin Korytkowski, Rafał Scherer, Leszek Rutkowski), Chapter in Artificial Intelligence and Soft Computing (Leszek Rutkowski, Marcin Korytkowski, Rafał Scherer, Ryszard Tadeusiewicz, LotfiA. Zadeh, JacekM. Zurada, eds.), Springer Berlin Heidelberg, volume 7894, 2013. [bibtex] [pdf] [doi]
[68] A Novel Graph-Based Descriptor for Object Matching (Tomasz Nowak, Patryk Najgebauer, Jakub Rygał, Rafał Scherer), Chapter in Artificial Intelligence and Soft Computing (Leszek Rutkowski, Marcin Korytkowski, Rafał Scherer, Ryszard Tadeusiewicz, LotfiA. Zadeh, JacekM. Zurada, eds.), Springer Berlin Heidelberg, volume 7894, 2013. [bibtex] [pdf] [doi]
2012
[67]Orthopedic diagnostics with ensembles of learning systems (A Szarek, M Korytkowski, L Rutkowski, R Scherer, J Szyprowski), In Aktualne Problemy Biomechaniki, 2012. [bibtex]
[66] Forecasting Wear of Head and Acetabulum in Hip Joint Implant (Arkadiusz Szarek, Marcin Korytkowski, Leszek Rutkowski, Rafał Scherer, Janusz Szyprowski), Chapter in Artificial Intelligence and Soft Computing (Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi Zadeh, Jacek Zurada, eds.), Springer Berlin / Heidelberg, volume 7268, 2012. (10.1007/978-3-642-29350-4_41) [bibtex] [pdf]
[65] Application of Neural Networks in Assessing Changes around Implant after Total Hip Arthroplasty (Arkadiusz Szarek, Marcin Korytkowski, Leszek Rutkowski, Rafał Scherer, Janusz Szyprowski), Chapter in Artificial Intelligence and Soft Computing (Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi Zadeh, Jacek Zurada, eds.), Springer Berlin / Heidelberg, volume 7268, 2012. (10.1007/978-3-642-29350-4_40) [bibtex] [pdf]
[64] Novel Method for Parasite Detection in Microscopic Samples (Patryk Najgebauer, Tomasz Nowak, Jakub Romanowski, Janusz Rygał, Marcin Korytkowski, Rafał Scherer), Chapter in Artificial Intelligence and Soft Computing (Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi Zadeh, Jacek Zurada, eds.), Springer Berlin / Heidelberg, volume 7267, 2012. (10.1007/978-3-642-29347-4_64) [bibtex] [pdf]
[63]Multiple Fuzzy Classification Systems (Rafal Scherer), Springer Publishing Company, Incorporated, 2012. [bibtex]
[62]Neuro-fuzzy SystemsNeuro-fuzzy systems (NFS) (L Rutkowski, K Cpa\lka, R Nowicki, A Pokropińska, R Scherer), In Computational Complexity, Springer, 2012. [bibtex]
[61]Properties and Structure of Fast Text Search Engine in Context of Semantic Image Analysis (Janusz Rygał, Patryk Najgebauer, Tomasz Nowak, Jakub Romanowski, Marcin Gabryel, Rafał Scherer), Chapter in Artificial Intelligence and Soft Computing (Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi Zadeh, Jacek Zurada, eds.), Springer Berlin / Heidelberg, volume 7267, 2012. [bibtex]
2011
[60] AdaBoost Ensemble of DCOG Rough–Neuro–Fuzzy Systems (Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafał Scherer), Chapter in Computational Collective Intelligence. Technologies and Applications (Piotr Jedrzejowicz, Ngoc Nguyen, Kiem Hoang, eds.), Springer Berlin / Heidelberg, volume 6922, 2011. (10.1007/978-3-642-23935-9_6) [bibtex] [pdf]
[59]An ensemble of logical-type neuro-fuzzy systems (Rafa\l Scherer), In Expert Systems with Applications, Elsevier, volume 38, 2011. [bibtex]
[58]Rule Base Normalization in Takagi-Sugeno Ensemble (Marcin Korytkowski, Leszek Rutkowski, Rafał Scherer), In IEEE Symposium Series on Computational Intelligence - SSCI 2011, April 11-15, 2011 - Paris, France, 2011 IEEE Workshop on Hybrid Intelligent Models and Applications, 2011. [bibtex]
2010
[57] Relational Type-2 Interval Fuzzy Systems (Rafał Scherer, Janusz T. Starczewski), In Lecture Notes in Computer Science, volume 6067, 2010. [bibtex] [pdf] [doi]
[56] Neural Network-Based Assessment of Femur Stress after Hip Joint Alloplasty (Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Arkadiusz Szarek), In Lecture Notes in Artificial Intelligence, volume 6113, 2010. [bibtex] [pdf]
[55] Neuro-fuzzy Systems with Relation Matrix (Rafal Scherer), In Lecture Notes in Artificial Intelligence, volume 6113, 2010. [bibtex] [pdf]
[54] Negative Correlation Learning of Neuro-fuzzy System (Marcin Korytkowski, Rafal Scherer), In Lecture Notes in Artificial Intelligence, volume 6113, 2010. [bibtex] [pdf]
[53] Evolutionary Learning for Neuro-fuzzy Ensembles with Generalized Parametric Triangular Norms (Marcin Gabryel, Marcin Korytkowski, Agata Pokropinska, Rafal Scherer, and Stanislaw Drozda), In Lecture Notes in Artificial Intelligence, volume 6113, 2010. [bibtex] [pdf]
[52] Designing Boosting Ensemble of Relational Fuzzy Systems (Rafał Scherer), In International Journal of Neural Systems, volume 20, 2010. [bibtex] [pdf]
[51]MICOG Defuzzification Rough--Neuro--Fuzzy System Ensemble (Marcin Korytkowski, Robert Nowicki, Rafał Scherer, Leszek Rutkowski), In 2010 IEEE International Conference on Fuzzy Systems, 2010. [bibtex] [doi]
[50]Modular Neuro-Fuzzy Systems Based on Generalized Parametric Triangular Norms (Marcin Korytkowski, Rafał Scherer), In Lecture Notes in Computer Science, volume 6067, 2010. [bibtex]
2009
[49]Neuro-Fuzzy Systems (Leszek Rutkowski, Krzysztof Cpałka, Robert Nowicki, Agata Pokropińska, Rafał Scherer), Chapter in Encyclopedia of Complexity and Systems Science (Robert A. Meyers, ed.), Springer, 2009. [bibtex]
[48] Neuro-Fuzzy Relational Systems for Nonlinear Approximation and Prediction (Rafał Scherer), In Nonlinear Analysis, volume 71, 2009. [bibtex] [pdf] [doi]
[47]Neuro-fuzzy rough classifier ensemble (Marcin Korytkowski, Robert Nowicki, Rafa\l Scherer), In International Conference on Artificial Neural Networks, 2009. [bibtex]
2008
[46]Obtaining Type-2 Fuzzy Rules from Ensemble of Neuro-Fuzzy Classifiers (Marcin Korytkowski, Tacjana Niksa, Rafał Scherer), Chapter in Computational Intelligence: Methods and Applications (Leszek Rutkowski, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek Zurada, eds.), Academic Publishing House EXIT, 2008. [bibtex]
[45] Modular Type-2 Neuro-fuzzy Systems (Janusz Starczewski, Rafał Scherer, Marcin Korytkowski, Robert Nowicki), In Lecture Notes in Computer Science, volume 4967, 2008. [bibtex] [pdf]
[44]Generating Fuzzy Rules from Ensemble of Relational Fuzzy Systems (Rafał Scherer), Chapter in Recent Advances in Control and Automation (K. Malinowski, L. Rutkowski, eds.), Academic Publishing House EXIT, 2008. [bibtex]
[43] Regression Modeling with Fuzzy Relations (Rafał Scherer), In Lecture Notes in Artificial Intelligence, Springer-Verlag, volume 5097, 2008. [bibtex] [pdf]
[42] Financial Prediction with Neuro-fuzzy Systems (Rafał Scherer, Agata Pokropińska), In Lecture Notes in Artificial Intelligence, volume 5097, 2008. [bibtex] [pdf]
[41] Modular Rough Neuro-fuzzy Systems for Classification (Rafał Scherer, Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski), In Lecture Notes in Computer Science, volume 4967, 2008. [bibtex] [pdf]
[40]Ensemble of Rough-Neuro-Fuzzy Systems for Classification with Missing Features (Marcin Korytkowski, Robert Nowicki, Rafał Scherer, Leszek Rutkowski), In 2008 IEEE International Conference on Fuzzy Systems (FUZZ 2008), 2008. [bibtex]
[39] From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier (Marcin Korytkowski, Leszek Rutkowski, Rafał Scherer), In Lecture Notes in Artificial Intelligence, volume 5097, 2008. [bibtex] [pdf]
[38]Determining Fuzzy Relation by Evolutionary Learning in Neuro-Fuzzy Systems (Marcin Gabryel, Rafal Scherer), Chapter in Computational Intelligence: Methods and Applications (Leszek Rutkowski, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek Zurada, eds.), Academic Publishing House EXIT, 2008. [bibtex]
2007
[37]On Speeding Up the Learning Process of Neuro-fuzzy Ensembles Generated by the Adaboost Algorithm (M. Korytkowski, L. Rutkowski, R. Scherer), Chapter in Computer Recognition Systems 2 (M. Kurzynski, E. Puchala, M. Wozniak, A. Zolnierek, eds.), Springer, 2007. [bibtex]
[36]On Obtaining Fuzzy Rule Base from Ensemble of Takagi-Sugeno Systems (Marcin Korytkowski, Rafał Scherer, Leszek Rutkowski, Grzegorz Drozda), In IEEE Symposium on Computational Intelligence and Data Mining, 2007. CIDM 2007. Honolulu, Hawaii, April 1-5, 2007, 2007. [bibtex] [doi]
[35]On speeding up the learning process of neuro-fuzzy ensembles generated by the adaboost algorithm (Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer), Chapter in Computer Recognition Systems 2, Springer, 2007. [bibtex]
2006
[34]Merging Ensemble of Neuro-fuzzy Systems, 2006 International Joint Conference on Neural Networks (Marcin Korytkowski, Robert Nowicki, Rafał Scherer, Leszek Rutkowski), In 2006 IEEE International Conference on Fuzzy Systems, IEEE World Congress on Computational Intelligence, Vancouver, BC, Canada, 2006. [bibtex] [doi]
[33]On Combining Backpropagation with Boosting (Marcin Korytkowski, Rafał Scherer, Leszek Rutkowski), In 2006 International Joint Conference on Neural Networks, IEEE World Congress on Computational Intelligence, Vancouver, BC, Canada, 2006. [bibtex] [doi]
[32]Designing Relational Neuro-fuzzy Systems using Information Criteria (Agata Pokropińska, Rafał Scherer), Chapter in Artificial Intelligence and Soft Computing (A. Cader, L. Rutkowski, R. Tadeusiewicz, J. Zurada, eds.), Academic Publishing House EXIT, Warsaw, 2006. [bibtex]
[31]XML-based Language for Connectionist Structure Description (Marcin Korytkowski, Rafał Scherer, Leszek Rutkowski, Grzegorz Drozda), Chapter in Artificial Intelligence and Soft Computing (A. Cader, L. Rutkowski, R. Tadeusiewicz, J. Zurada, eds.), Academic Publishing House EXIT, Warsaw, 2006. [bibtex]
[30] Combining Logical-Type Neuro Fuzzy Systems (Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafał Scherer), In Lecture Notes in Artificial Intelligence, volume 4029, 2006. [bibtex] [pdf] [doi]
[29]Boosting Ensemble of Relational Neuro-fuzzy Systems (Rafał Scherer), In Lecture Notes in Artificial Intelligence, volume 4029, 2006. [bibtex]
[28] Isolines of Stastistical Information Criteria for Relational Neuro-fuzzy System Design, (Agata Pokropinska, Robert Nowicki, Rafał Scherer), In Lecture Notes in Artificial Intelligence, volume 4029, 2006. [bibtex] [pdf] [doi]
2005
[27]Connectionist Fuzzy Relational Systems (Rafał Scherer, Leszek Rutkowski), Chapter in Studies in Computational Intelligence, Computational Intelligence for Modelling and Control (S. Hagamuge, L.P. Wang, eds.), Springer-Verlag, 2005. [bibtex]
[26]New method of classifier ensemble learning for medical diagnosis (Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Grzegorz Drozda), In XIV National Conference Biocybernetics and Biomedical Engineering, Czestochowa, Poland, September 21–23, 2005, 2005. [bibtex]
[25]New method of classifier ensemble learning for medical diagnosis (Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Grzegorz Drozda), In XIV National Conference Biocybernetics and Biomedical Engineering, Czestochowa, Poland, September 21–23, 2005, 2005. [bibtex]
2004
[24]New Methods for Uncertainty Representations in Neuro-Fuzzy Systems (Rafal Scherer, Janusz Starczewski, Adam Gaweda), In Lecture Notes in Computer Science, volume 3019, 2004. [bibtex]
[23] Genetic Algorithm for Database Indexing (Marcin Korytkowski, Marcin Gabryel, Robert Nowicki, Rafal Scherer), In Lecture Notes in Artificial Intelligence, volume 3070, 2004. [bibtex] [pdf] [doi]
[22]Fuzzy Number-Based Hierarchical Fuzzy System (Adam E. Gaweda, Rafal Scherer), In Lecture Notes in Computer Science, volume 3070, 2004. [bibtex]
[21]Genetically Learned Relational Neuro-fuzzy Systems (Rafal Scherer), In International Conference on Computing, Communications and Control Technologies: CCCT'04, August 14-17, 2004 - Austin, Texas, USA, 2004. [bibtex]
[20]Neuro-Fuzzy Relational Classifiers (Rafal Scherer, Leszek Rutkowski), In Lecture Notes in Computer Science, volume 3070, 2004. [bibtex]
2003
[19]A Fuzzy Relational System with Linguistic Antecedent Certainty Factors (Rafal Scherer, Leszek Rutkowski), In Advances in Soft Computing, Proceedings of the Sixth International Conference on Neural Network and Soft Computing, Zakopane, Poland, June 11-15, 2002, Rutkowski, Kacprzyk, Eds., Springer Physica-Verlag, 2003. [bibtex]
[18]A Hierarchical Neuro-Fuzzy System Based on S-Implications (Robert Nowicki, Rafal Scherer, Leszek Rutkowski), In 2003 International Joint Conference on Neural Networks, June 17-27, 2003, Portland, Oregon, USA, 2003. [bibtex]
[17]Wstęp do systemów rozmyto-neuronowych (Robert Nowicki, Rafał Scherer), In Ewolucja czy rewolucja, Nowoczesne techniki informatyczne (Robert Cierniak, ed.), KIK, Katowice, 2003. [bibtex]
2002
[16]A Neuro-Fuzzy System Based On The Hierarchical Prioritized Structure (Robert Nowicki, Rafal Scherer, Leszek Rutkowski), In 10th Zittau Fuzzy Colloquium, 2002, Zittau, Germany, 2002. [bibtex]
[15]Relational Equations Initializing Neuro-Fuzzy System (Rafal Scherer, Leszek Rutkowski), In 10th Zittau Fuzzy Colloquium, 2002, Zittau, Germany, 2002. [bibtex]
[14]New Neuro-fuzzy Structures (Rafal Scherer, Leszek Rutkowski), In XIV National Conference on Automatics, KKA’02, Zielona Gora, Poland, 2002, 2002. [bibtex]
[13]Neuro-Fuzzy Relational Systems (Rafal Scherer, Leszek Rutkowski), In 2002 International Conference on Fuzzy Systems and Knowledge Discovery, November 18-22, 2002, Singapore, 2002. [bibtex]
[12]A Method For Learning Of Hierarchical Fuzzy Systems (Robert Nowicki, Rafal Scherer, Leszek Rutkowski), In Intelligent Technologies – Theory and Applications (P. Sincak et al, ed.), IOS Press, Amsterdam, 2002. [bibtex]
2001
[11]A Hierarchical Fuzzy System With Fuzzy Intermediate Variables (Robert Nowicki, Rafal Scherer), In Proceedings of The 9th Zittau Fuzzy Colloquium 2001, Germany, 2001. [bibtex]
[10]Hierarchical Fuzzy System With A New Approach To Transferring The Intermediate Variables (Robert Nowicki, Rafal Scherer), In Proceedings of The 10th International Conference on Systems Modelling Control SMC 2001, 2001. [bibtex]
[9]A Neuro-Fuzzy Relational System (Rafal Scherer, Leszek Rutkowski), In Proceedings of the Fourth International Conference on Parallel Processing and Applied Mathematics, Naleczow 2001, Workshop, Czestochowa 2001, 2001. [bibtex]
[8]A Multi-Agent Approach to Medical Data Classification (Rafal Scherer, Agata Pokropinska, Leszek Rutkowski), In Proceedings of the Fourth International Conference on Parallel Processing and Applied Mathematics, Naleczow 2001, Workshop, Czestochowa 2001, 2001. [bibtex]
[7]A Multi-Agent Fusion Classification System (Rafal Scherer, Agata Pokropinska, Leszek Rutkowski), In Proceedings of the Second International Workshop of Central and Eastern Europe on Multi-Agent Systems, CEEMAS’01, 2001. [bibtex]
2000
[6]A survey of hierarchical fuzzy systems (R Scherer, L Rutkowski), In Proceedings of the Fifth Conference Neural Networks and Soft Computing, Zakopane, June, 2000. [bibtex]
[5]A survey of hierarchical fuzzy systems (Rafal Scherer, Leszek Rutkowski), In Proceedings of the Fifth Conference Neural Networks and Soft Computing - Częstochowa 2000, 2000. [bibtex]
1999
[4]Survey of Selected Fuzzy Rule Pruning Methods (Rafal Scherer, Leszek Rutkowski), In Proceedings of the Fifth Conference Neural Networks and Soft Computing - Częstochowa 1999, 1999. [bibtex]
1997
[3]The Pipeline Method of the Feedforward Neural Networks Learning (Jaroslaw Bilski, Rafal Scherer), In Proceedings of the Fifth Conference Neural Networks and Soft Computing - Częstochowa 1997, 1997. [bibtex]
1996
[2]Application of Signal Processor TMS320C30 to Neural Networks Realisation (Jaroslaw Bilski, Robert Nowicki, Rafal Scherer, Sławomir Litwiński), In Proceedings of the Fifth Conference Neural Networks and Soft Computing - Częstochowa 1996, 1996. [bibtex]
[1]Application of signal processor TMS320C30 to neural networks realisation (J Bilski, R Nowicki, R Scherer, S Litwiski), In Proceedings of the Second Conference Neural Networks and Their Applications, Czestochowa, 1996. [bibtex]