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ORCIDRafal Scherer
Person information
- affiliation: Częstochowa University of Technology, Poland
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Books and Theses
- 2020
[b2]Rafal Scherer
:
Computer Vision Methods for Fast Image Classification and Retrieval. Studies in Computational Intelligence 821, Springer 2020, ISBN 978-3-030-12194-5, pp. 1-137- 2012
- [b1]Rafal Scherer:
Multiple Fuzzy Classification Systems. Studies in Fuzziness and Soft Computing 288, Springer 2012, ISBN 978-3-642-30603-7, pp. 1-130
Journal Articles
- 2023
- [j36]Thiago José Lucas, Inaê Soares de Figueiredo, Carlos Alexandre Carvalho Tojeiro, Alex Marino Gonçalves de Almeida, Rafal Scherer, José Remo Ferreira Brega, João Paulo Papa, Kelton Augusto Pontara da Costa:
A Comprehensive Survey on Ensemble Learning-Based Intrusion Detection Approaches in Computer Networks. IEEE Access 11: 122638-122676 (2023) - [j35]Jakub Walczak, Patryk Najgebauer, Adam Wojciechowski, Rafal Scherer:
Ultrasmall fully-convolution GVA-net for point cloud processing. Appl. Soft Comput. 132: 109837 (2023) - [j34]Nguyen Hung-Cuong, Thi-Hao Nguyen, Rafal Scherer, Van-Hung Le:
YOLO Series for Human Hand Action Detection and Classification from Egocentric Videos. Sensors 23(6): 3255 (2023) - [j33]Nguyen Hung-Cuong, Thi-Hao Nguyen, Rafal Scherer, Van-Hung Le:
Deep Learning for Human Activity Recognition on 3D Human Skeleton: Survey and Comparative Study. Sensors 23(11): 5121 (2023) - [j32]Guangsheng Chen, Weitao Zou, Weipeng Jing, Wei Wei, Rafal Scherer:
Improving the Efficiency of the EMS-Based Smart City: A Novel Distributed Framework for Spatial Data. IEEE Trans. Ind. Informatics 19(1): 594-604 (2023) - [j31]Wei Wei, Kwang-Cheng Chen, Ammar Rayes, Rafal Scherer:
Guest Editorial Introduction to the Special Issue on Graph-Based Machine Learning for Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 24(8): 8393-8398 (2023) - [j30]Wei Wei, Xiaowan Li, Beibei Zhang, Linfeng Li, Robertas Damasevicius, Rafal Scherer:
LSTM-SN: complex text classifying with LSTM fusion social network. J. Supercomput. 79(9): 9558-9583 (2023) - [j29]Jaroslaw Bernacki, Rafal Scherer:
Remarks on Speeding up the Digital Camera Identification using Convolutional Neural Networks. Vietnam. J. Comput. Sci. 10(4): 537-555 (2023) - 2022
- [j28]Ying Zhou, Weipeng Jing, Jian Wang, Guangsheng Chen, Rafal Scherer, Robertas Damasevicius:
MSAR-DefogNet: Lightweight cloud removal network for high resolution remote sensing images based on multi scale convolution. IET Image Process. 16(3): 659-668 (2022) - [j27]Miroslaw Kordos, Marcin Blachnik, Rafal Scherer:
Fuzzy clustering decomposition of genetic algorithm-based instance selection for regression problems. Inf. Sci. 587: 23-40 (2022) - [j26]Yue Hou, Xin Zheng, Chengyan Han, Wei Wei, Rafal Scherer, Dawid Polap:
Deep Learning Methods in Short-Term Traffic Prediction: A Survey. Inf. Technol. Control. 51(1): 139-157 (2022) - [j25]Rafal Grycuk, Rafal Scherer, Alina Marchlewska, Christian Napoli:
Semantic Hashing for Fast Solar Magnetogram Retrieval. J. Artif. Intell. Soft Comput. Res. 12(4): 299-306 (2022) - [j24]Jaroslaw Bernacki, Rafal Scherer:
Digital forensics: a fast algorithm for a digital sensor identification. J. Inf. Telecommun. 6(4): 399-419 (2022) - [j23]Ruizhe Ma, Rafal A. Angryk, Rafal Scherer:
Special issue on deep learning for time series data. Neural Comput. Appl. 34(16): 13147-13148 (2022) - [j22]Nguyen Hung-Cuong, Thi-Hao Nguyen, Rafal Scherer, Van-Hung Le:
Unified End-to-End YOLOv5-HR-TCM Framework for Automatic 2D/3D Human Pose Estimation for Real-Time Applications. Sensors 22(14): 5419 (2022) - [j21]Yao Song, Liang Wang, Limin Xiao, Wei Wei, Rafal Scherer, Guangjun Qin, Jinquan Wang:
Hypergraph-partitioning-based online joint scheduling of tasks and data. J. Supercomput. 78(14): 16088-16117 (2022) - 2021
- [j20]Jiahao Bian, Lei Wang, Rafal Scherer, Marcin Wozniak, Pengchao Zhang, Wei Wei:
Abnormal Detection of Electricity Consumption of User Based on Particle Swarm Optimization and Long Short Term Memory With the Attention Mechanism. IEEE Access 9: 47252-47265 (2021) - [j19]Hanhong Shi, Lei Wang, Rafal Scherer, Marcin Wozniak, Pengchao Zhang, Wei Wei:
Short-Term Load Forecasting Based on Adabelief Optimized Temporal Convolutional Network and Gated Recurrent Unit Hybrid Neural Network. IEEE Access 9: 66965-66981 (2021) - [j18]Miaoyu Li, Zhuohan Jiang, Yutong Liu, Shuheng Chen, Marcin Wozniak, Rafal Scherer, Robertas Damasevicius, Wei Wei, Ziyi Li, Zuxin Li:
Sitsen: Passive sitting posture sensing based on wireless devices. Int. J. Distributed Sens. Networks 17(7): 155014772110248 (2021) - [j17]Tao Tao, Jianfeng Yang, Wei Wei, Marcin Wozniak, Rafal Scherer, Robertas Damasevicius:
Design of a MEMS sensor array for dam subsidence monitoring based on dual-sensor cooperative measurements. KSII Trans. Internet Inf. Syst. 15(10): 3554-3570 (2021) - [j16]Zengguo Sun, Guodong Zhao, Marcin Wozniak, Rafal Scherer, Robertas Damasevicius:
Bankline detection of GF-3 SAR images based on shearlet. PeerJ Comput. Sci. 7: e611 (2021) - [j15]Zengguo Sun, Hui Geng, Zheng Lu, Rafal Scherer, Marcin Wozniak:
Review of Road Segmentation for SAR Images. Remote. Sens. 13(5): 1011 (2021) - [j14]Audrius Kulikajevas, Rytis Maskeliunas, Robertas Damasevicius, Rafal Scherer:
HUMANNET - A Two-Tiered Deep Neural Network Architecture for Self-Occluding Humanoid Pose Reconstruction. Sensors 21(12): 3945 (2021) - [j13]Van-Hung Le, Rafal Scherer:
Human Segmentation and Tracking Survey on Masks for MADS Dataset. Sensors 21(24): 8397 (2021) - 2020
- [j12]Wei Wei, Qiao Ke, Jakub Nowak, Marcin Korytkowski, Rafal Scherer, Marcin Wozniak:
Accurate and fast URL phishing detector: A convolutional neural network approach. Comput. Networks 178: 107275 (2020) - [j11]Qiao Ke, Zengguo Sun, Yang Liu, Wei Wei, Marcin Wozniak, Rafal Scherer:
High-Resolution SAR Image Despeckling Based on Nonlocal Means Filter and Modified AA Model. Secur. Commun. Networks 2020: 8889317:1-8889317:8 (2020) - [j10]Inzamam Mashood Nasir, Muhammad Attique Khan, Mussarat Yasmin, Jamal Hussain Shah, Marcin Gabryel, Rafal Scherer, Robertas Damasevicius:
Pearson Correlation-Based Feature Selection for Document Classification Using Balanced Training. Sensors 20(23): 6793 (2020) - [j9]Arijit Das, Indrajit Saha, Rafal Scherer:
GhoMR: Multi-Receptive Lightweight Residual Modules for Hyperspectral Classification. Sensors 20(23): 6823 (2020) - 2019
- [j8]Jakub Nowak, Marcin Korytkowski, Marcin Wozniak, Rafal Scherer:
URL-based Phishing Attack Detection by Convolutional Neural Networks. Aust. J. Intell. Inf. Process. Syst. 15(2): 60-67 (2019) - [j7]Jakub Nowak, Marcin Korytkowski, Marcin Wozniak, Rafal Scherer:
Discovering Sequences in Systems Logs by Neural Networks. Aust. J. Intell. Inf. Process. Syst. 17(2): 69-76 (2019) - [j6]Patryk Najgebauer, Rafal Scherer:
Inertia-based Fast Vectorization of Line Drawings. Comput. Graph. Forum 38(7): 203-213 (2019) - [j5]Michal Lagiewka, Marcin Korytkowski, Rafal Scherer:
Distributed image retrieval with colour and keypoint features. J. Inf. Telecommun. 3(4): 430-445 (2019) - [j4]Darius Dirvanauskas, Rytis Maskeliunas, Vidas Raudonis, Robertas Damasevicius, Rafal Scherer:
HEMIGEN: Human Embryo Image Generator Based on Generative Adversarial Networks. Sensors 19(16): 3578 (2019) - 2016
- [j3]Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer:
Fast image classification by boosting fuzzy classifiers. Inf. Sci. 327: 175-182 (2016) - 2011
- [j2]Rafal Scherer:
An ensemble of logical-type neuro-fuzzy systems. Expert Syst. Appl. 38(10): 13115-13120 (2011) - 2010
- [j1]Rafal Scherer:
Designing Boosting Ensemble of Relational Fuzzy Systems. Int. J. Neural Syst. 20(5): 381-388 (2010)
Conference and Workshop Papers
- 2024
- [c105]Maciej Osowski, Aleksandra Krasnodebska, Pawel Drozda, Rafal Scherer:
Professionally Diverse: AI-Generated Faces for Targeted Advertising. ACIIDS (1) 2024: 171-183 - [c104]Rafal Grycuk, Giorgio De Magistris, Christian Napoli, Rafal Scherer:
Toward Real-Time Solar Content-Based Image Retrieval. ICCS (1) 2024: 107-120 - [c103]Jaroslaw Bernacki, Rafal Scherer:
Compact Representation of Digital Camera's Fingerprint with Convolutional Autoencoder. SECRYPT 2024: 792-797 - 2023
- [c102]Marcin Korytkowski, Jakub Nowak, Rafal Scherer:
Detecting Sensitive Data with GANs and Fully Convolutional Networks. ACIIDS (1) 2023: 273-283 - [c101]Rafal Grycuk, Marcin Korytkowski, Rafal Scherer:
Fuzzy-Based Solar Magnetogram Image Retrieval. FUZZ 2023: 1-5 - [c100]Patryk Najgebauer, Rafal Scherer, Rafal Grycuk, Jakub Walczak, Adam Wojciechowski, Ewa Lada-Tondyra:
Fast Visual Imperfection Detection when Real Negative Examples are Unavailable. ICAISC (2) 2023: 58-68 - [c99]Rafal Grycuk, Rafal Scherer:
Sun Magnetograms Retrieval from Vast Collections Through Small Hash Codes. ICCS (4) 2023: 259-273 - [c98]Maciej Osowski, Katarzyna Lorenc, Pawel Drozda, Rafal Scherer, Konrad Szalapak, Kajetan Komar-Komarowski, Julian Szymanski, Andrzej Sobecki:
Previous Opinions is All You Need - Legal Information Retrieval System. ICCCI (CCIS Volume) 2023: 57-67 - [c97]Jaroslaw Bernacki, Rafal Scherer:
IMAGINE Dataset: Digital Camera Identification Image Benchmarking Dataset. SECRYPT 2023: 799-804 - 2022
- [c96]Jaroslaw Bernacki, Kelton A. P. Costa, Rafal Scherer:
Individual Source Camera Identification with Convolutional Neural Networks. ACIIDS (Companion) 2022: 45-55 - [c95]Rafal Grycuk, Marcin Korytkowski, Rafal Scherer, Pawel Drozda, Wei Wei, Miroslaw Kordos:
Fast Solar Image Retrieval and Classification by Fuzzy Rules. FUZZ-IEEE 2022: 1-7 - [c94]Tomasz Zymkowski, Julian Szymanski, Andrzej Sobecki, Pawel Drozda, Konrad Szalapak, Kajetan Komar-Komarowski, Rafal Scherer:
Short Texts Representations for Legal Domain Classification. ICAISC (1) 2022: 105-114 - [c93]Rafal Grycuk, Patryk Najgebauer, Rafal Scherer:
Edge Detection-Based Full-Disc Solar Image Hashing. ICAISC (2) 2022: 243-251 - [c92]Marcin Korytkowski, Jakub Nowak, Rafal Scherer, Anita Zbieg, Blazej Zak, Gabriela Relikowska, Pawel Mader:
Employee Turnover Prediction From Email Communication Analysis. ICAISC (2) 2022: 252-263 - [c91]Marcin Korytkowski, Jakub Nowak, Rafal Scherer, Wei Wei:
Privacy Preserving by Removing Sensitive Data from Documents with Fully Convolutional Networks. ICAISC (2) 2022: 277-285 - [c90]Miroslaw Kordos, Rafal Kulka, Tomasz Steblik, Rafal Scherer:
Local Search in Selected Crossover Operators. ICCS (3) 2022: 369-382 - [c89]Michal Dedek, Rafal Scherer:
Transformer-Based Original Content Recovery from Obfuscated PowerShell Scripts. ICONIP (7) 2022: 284-295 - [c88]Rafal Grycuk, Tomasz Galkowski, Rafal Scherer, Leszek Rutkowski:
A Novel Method for Solar Image Retrieval Based on the Parzen Kernel Estimate of the Function Derivative and Convolutional Autoencoder. IJCNN 2022: 1-7 - [c87]Paulo R. Galego Hernandes Junior, Rafal Scherer, Lucas B. Januario, Douglas Rodrigues, João P. Papa, Kelton A. P. Costa:
From Network Package Flow to Images: How to Accurately Detect Anomalies in Computer Networks. IWSSIP 2022: 1-4 - [c86]Thiago José Lucas, Kelton Augusto Pontara da Costa, Rafal Scherer, João Paulo Papa:
An Ensemble Pruning Approach to Optimize Intrusion Detection Systems Performance. SMC 2022: 1173-1179 - 2021
- [c85]Sumit Hazra, Manasa Pisipati, Amrit Puhan, Anup Nandy, Rafal Scherer:
Two Novel Methods for Multiple Kinect v2 Sensor Calibration. CVIP (2) 2021: 403-414 - [c84]Jakub Walczak, Adam Wojciechowski, Patryk Najgebauer, Rafal Scherer:
Vicinity-Based Abstraction: VA-DGCNN Architecture for Noisy 3D Indoor Object Classification. ICCS (3) 2021: 229-241 - [c83]Rafal Grycuk, Rafal Scherer:
Grid-Based Concise Hash for Solar Images. ICCS (3) 2021: 242-254 - [c82]Jaroslaw Bernacki, Rafal Scherer:
Fast Imaging Sensor Identification. ICCCI 2021: 572-584 - [c81]Rafal Grycuk, Rafal Scherer:
Solar Image Hashing by Intermediate Descriptor and Autoencoder. IJCNN 2021: 1-8 - [c80]Jakub Walczak, Patryk Najgebauer, Rafal Scherer, Adam Wojciechowski:
CVA-GNN: Convolutional Vicinity Aggregation Graph Neural Network for Point Cloud Classification. IJCNN 2021: 1-8 - 2020
- [c79]Marcin Korytkowski, Rafal Scherer, Dominik Szajerman, Dawid Polap, Marcin Wozniak:
Efficient Visual Classification by Fuzzy Rules. FUZZ-IEEE 2020: 1-6 - [c78]Rafal Grycuk, Kelton A. P. Costa, Rafal Scherer:
Active Region-Based Full-Disc Solar Image Hashing. ICAISC (2) 2020: 19-30 - [c77]Arkadiusz Talun, Pawel Drozda, Leszek Bukowski, Rafal Scherer:
FastText and XGBoost Content-Based Classification for Employment Web Scraping. ICAISC (2) 2020: 435-444 - [c76]Jakub Walczak, Grzegorz Andrzejczak, Rafal Scherer, Adam Wojciechowski:
Normal Grouping Density Separation (NGDS): A Novel Object-Driven Indoor Point Cloud Partition Method. ICCS (6) 2020: 100-114 - [c75]Jakub Nowak, Taras Holotyak, Marcin Korytkowski, Rafal Scherer, Slava Voloshynovskiy:
Fingerprinting of URL Logs: Continuous User Authentication from Behavioural Patterns. ICCS (4) 2020: 184-195 - [c74]Dawid Polap, Marcin Wozniak, Marcin Korytkowski, Rafal Scherer:
Encoder-Decoder Based CNN Structure for Microscopic Image Identification. ICONIP (1) 2020: 301-312 - [c73]Rafal Grycuk, Rafal Scherer:
Novel Fast Binary Hash for Content-based Solar Image Retrieval. IJCNN 2020: 1-7 - [c72]Sumit Hazra, Priyankar Roy, Anup Nandy, Rafal Scherer:
A Pilot Study for Investigating Gait Signatures in Multi-Scenario Applications. IJCNN 2020: 1-10 - [c71]Patryk Najgebauer, Rafal Scherer, Leszek Rutkowski:
Fully Convolutional Network for Removing DCT Artefacts From Images. IJCNN 2020: 1-8 - [c70]Jakub Nowak, Marcin Korytkowski, Rafal Scherer:
Discovering Sequential Patterns by Neural Networks. IJCNN 2020: 1-6 - 2019
- [c69]Patryk Najgebauer, Rafal Grycuk, Leszek Rutkowski, Rafal Scherer, Agnieszka Siwocha:
Microscopic Sample Segmentation by Fully Convolutional Network for Parasite Detection. ICAISC (1) 2019: 164-171 - [c68]Jakub Nowak, Marcin Korytkowski, Rafal Scherer:
Convolutional Recurrent Neural Networks for Computer Network Analysis. ICANN (4) 2019: 747-757 - [c67]Rafal Grycuk, Rafal Scherer:
Software Framework for Fast Image Retrieval. MMAR 2019: 588-593 - [c66]Rafal Grycuk, Patryk Najgebauer, Robert Nowicki, Rafal Scherer:
Multilayer Architecture for Content-Based Image Retrieval Systems. SOCA 2019: 119-126 - 2018
- [c65]Jakub Nowak, Marcin Korytkowski, Rafal Scherer:
Classification of Computer Network Users with Convolutional Neural Networks. FedCSIS 2018: 501-504 - [c64]Rafal Grycuk, Patryk Najgebauer, Rafal Scherer, Agnieszka Siwocha:
Architecture of Database Index for Content-Based Image Retrieval Systems. ICAISC (2) 2018: 36-47 - [c63]Jakub Nowak, Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Agnieszka Siwocha:
Random Forests for Profiling Computer Network Users. ICAISC (2) 2018: 734-739 - [c62]Patryk Najgebauer, Rafal Grycuk, Rafal Scherer:
Fast Two-Level Image Indexing Based on Local Interest Points. MMAR 2018: 613-617 - 2017
- [c61]Jakub Nowak, Ahmet Taspinar, Rafal Scherer:
LSTM Recurrent Neural Networks for Short Text and Sentiment Classification. ICAISC (2) 2017: 553-562 - [c60]Mariusz Zebik, Marcin Korytkowski, Rafal A. Angryk, Rafal Scherer:
Convolutional Neural Networks for Time Series Classification. ICAISC (2) 2017: 635-642 - [c59]Michal Lagiewka, Marcin Korytkowski, Rafal Scherer:
Distributed image retrieval with color and keypoint features. INISTA 2017: 45-50 - [c58]Patryk Najgebauer, Leszek Rutkowski, Rafal Scherer:
Novel method for joining missing line fragments for medical image analysis. MMAR 2017: 861-866 - 2016
- [c57]Marcin Korytkowski, Pawel Staszewski, Piotr Woldan, Rafal Scherer:
Fast Computing Framework for Convolutional Neural Networks. BDCloud-SocialCom-SustainCom 2016: 118-123 - [c56]Rafal Grycuk, Marcin Gabryel, Robert Nowicki, Rafal Scherer:
Content-based image retrieval optimization by differential evolution. CEC 2016: 86-93 - [c55]Michal Lagiewka, Rafal Scherer, Rafal A. Angryk:
Color-Based Large-Scale Image Retrieval with Limited Hardware Resources. ICAISC (2) 2016: 689-699 - [c54]Patryk Najgebauer, Marcin Korytkowski, Carlos D. Barranco, Rafal Scherer:
Novel Image Descriptor Based on Color Spatial Distribution. ICAISC (2) 2016: 712-722 - [c53]Pawel Staszewski, Piotr Woldan, Marcin Korytkowski, Rafal Scherer, Lipo Wang:
Query-by-Example Image Retrieval in Microsoft SQL Server. ICAISC (2) 2016: 746-754 - [c52]Robert K. Nowicki, Rafal Scherer, Leszek Rutkowski:
Novel rough neural network for classification with missing data. MMAR 2016: 820-825 - 2015
- [c51]Marcin Korytkowski, Rafal Scherer, Pawel Staszewski, Piotr Woldan:
Bag-of-features image indexing and classification in microsoft SQL server relational database. CYBCONF 2015: 478-482 - [c50]Sohrab Ferdowsi, Sviatoslav Voloshynovskiy, Dimche Kostadinov, Marcin Korytkowski, Rafal Scherer:
Secure Representation of Images Using Multi-layer Compression. ICAISC (1) 2015: 696-705 - [c49]Rafal Grycuk, Marcin Gabryel, Rafal Scherer, Sviatoslav Voloshynovskiy:
Multi-layer Architecture For Storing Visual Data Based on WCF and Microsoft SQL Server Database. ICAISC (1) 2015: 715-726 - [c48]Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi, Maurits Diephuis, Rafal Scherer:
Supervised Transform Learning for Face Recognition. ICAISC (1) 2015: 737-746 - [c47]Patryk Najgebauer, Janusz Rygal, Tomasz Nowak, Jakub Romanowski, Leszek Rutkowski, Sviatoslav Voloshynovskiy, Rafal Scherer:
Fast Dictionary Matching for Content-Based Image Retrieval. ICAISC (1) 2015: 747-756 - [c46]Jakub Romanowski, Marcin Korytkowski, Rafal Scherer:
Efficient Bone Detector and Geometric Descriptor for X-Ray Imaging. SSCI 2015: 1337-1342 - [c45]Robert K. Nowicki, Marcin Korytkowski, Bartosz A. Nowak, Rafal Scherer:
Design Methodology for Rough Neuro-Fuzzy Classification with Missing Data. SSCI 2015: 1650-1657 - 2014
- [c44]Rafal Grycuk, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer:
Content-Based Image Indexing by Data Clustering and Inverse Document Frequency. BDAS 2014: 374-383 - [c43]Rafal Grycuk, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer, Sviatoslav Voloshynovskiy:
From Single Image to List of Objects Based on Edge and Blob Detection. ICAISC (2) 2014: 605-615 - [c42]Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi, Maurits Diephuis, Rafal Scherer:
Robust Face Recognition by Group Sparse Representation That Uses Samples from List of Subjects. ICAISC (2) 2014: 616-626 - [c41]Tomasz Nowak, Patryk Najgebauer, Jakub Romanowski, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer, Dimce Kostadinov:
Spatial Keypoint Representation for Visual Object Retrieval. ICAISC (2) 2014: 639-650 - [c40]Janusz Rygal, Jakub Romanowski, Rafal Scherer, Sohrab Ferdowsi:
Novel Algorithm for Translation from Image Content to Semantic Form. ICAISC (1) 2014: 783-792 - [c39]Patryk Najgebauer, Tomasz Nowak, Jakub Romanowski, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer:
Content-based image retrieval by dictionary of local feature descriptors. IJCNN 2014: 512-517 - 2013
- [c38]Marcin Gabryel, Marcin Korytkowski, Rafal Scherer, Leszek Rutkowski:
Object Detection by Simple Fuzzy Classifiers Generated by Boosting. ICAISC (1) 2013: 540-547 - [c37]Tomasz Nowak, Patryk Najgebauer, Jakub Rygal, Rafal Scherer:
A Novel Graph-Based Descriptor for Object Matching. ICAISC (1) 2013: 602-612 - [c36]Janusz Rygal, Patryk Najgebauer, Jakub Romanowski, Rafal Scherer:
Extraction of Objects from Images Using Density of Edges as Basis for GrabCut Algorithm. ICAISC (1) 2013: 613-623 - [c35]Piotr Duda, Maciej Jaworski, Lena Pietruczuk, Marcin Korytkowski, Marcin Gabryel, Rafal Scherer:
On the Application of Orthogonal Series Density Estimation for Image Classification Based on Feature Description. KICSS 2013: 529-540 - [c34]Patryk Najgebauer, Rafal Scherer:
Fast Image Search by Trees of Keypoint Descriptors. KICSS 2013: 541-552 - [c33]Tomasz Nowak, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer:
Comparing Images Based on Histograms of Local Interest Points. PPAM (1) 2013: 423-432 - [c32]Rafal Grycuk, Marcin Gabryel, Marcin Korytkowski, Jakub Romanowski, Rafal Scherer:
Improved Digital Image Segmentation Based on Stereo Vision and Mean Shift Algorithm. PPAM (1) 2013: 433-443 - 2012
- [c31]Arkadiusz Szarek, Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Janusz Szyprowski:
Application of Neural Networks in Assessing Changes around Implant after Total Hip Arthroplasty. ICAISC (2) 2012: 335-340 - [c30]Arkadiusz Szarek, Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Janusz Szyprowski:
Forecasting Wear of Head and Acetabulum in Hip Joint Implant. ICAISC (2) 2012: 341-346 - [c29]Patryk Najgebauer, Tomasz Nowak, Jakub Romanowski, Janusz Rygal, Marcin Korytkowski, Rafal Scherer:
Novel Method for Parasite Detection in Microscopic Samples. ICAISC (1) 2012: 551-558 - [c28]Janusz Rygal, Patryk Najgebauer, Tomasz Nowak, Jakub Romanowski, Marcin Gabryel, Rafal Scherer:
Properties and Structure of Fast Text Search Engine in Context of Semantic Image Analysis. ICAISC (1) 2012: 592-599 - 2011
- [c27]Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer:
Rule base normalization in Takagi-Sugeno ensemble. HIMA 2011: 1-5 - [c26]Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafal Scherer:
AdaBoost Ensemble of DCOG Rough-Neuro-Fuzzy Systems. ICCCI (1) 2011: 62-71 - 2010
- [c25]Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Leszek Rutkowski:
MICOG defuzzification rough-neuro-fuzzy system ensemble. FUZZ-IEEE 2010: 1-6 - [c24]Marcin Gabryel, Marcin Korytkowski, Agata Pokropinska, Rafal Scherer, Stanislaw Drozda:
Evolutionary Learning for Neuro-fuzzy Ensembles with Generalized Parametric Triangular Norms. ICAISC (1) 2010: 74-79 - [c23]Marcin Korytkowski, Rafal Scherer:
Negative Correlation Learning of Neuro-fuzzy System Ensembles. ICAISC (1) 2010: 114-119 - [c22]Rafal Scherer:
Neuro-fuzzy Systems with Relation Matrix. ICAISC (1) 2010: 210-215 - [c21]Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Arkadiusz Szarek:
Neural Network-Based Assessment of Femur Stress after Hip Joint Alloplasty. ICAISC (1) 2010: 621-626 - 2009
- [c20]Marcin Korytkowski, Robert Nowicki, Rafal Scherer:
Neuro-fuzzy Rough Classifier Ensemble. ICANN (1) 2009: 817-823 - [c19]Marcin Korytkowski, Rafal Scherer:
Modular Neuro-Fuzzy Systems Based on Generalized Parametric Triangular Norms. PPAM (1) 2009: 332-339 - [c18]Rafal Scherer, Janusz T. Starczewski:
Relational Type-2 Interval Fuzzy Systems. PPAM (1) 2009: 360-368 - 2008
- [c17]Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Leszek Rutkowski:
Ensemble of rough-neuro-fuzzy systems for classification with missing features. FUZZ-IEEE 2008: 1745-1750 - [c16]Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer:
From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier. ICAISC 2008: 265-272 - [c15]Rafal Scherer:
Regression Modeling with Fuzzy Relations. ICAISC 2008: 317-323 - [c14]Agata Pokropinska, Rafal Scherer:
Financial Prediction with Neuro-fuzzy Systems. ICAISC 2008: 1120-1126 - 2007
- [c13]Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Grzegorz Drozda:
On Obtaining Fuzzy Rule Base from Ensemble of Takagi-Sugeno Systems. CIDM 2007: 234-237 - [c12]Rafal Scherer, Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski:
Modular Rough Neuro-fuzzy Systems for Classification. PPAM 2007: 540-548 - [c11]Janusz T. Starczewski, Rafal Scherer, Marcin Korytkowski, Robert Nowicki:
Modular Type-2 Neuro-fuzzy Systems. PPAM 2007: 570-578 - 2006
- [c10]Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafal Scherer:
Merging Ensemble of Neuro-Fuzzy Systems. FUZZ-IEEE 2006: 1954-1957 - [c9]Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafal Scherer:
Combining Logical-Type Neuro-fuzzy Systems. ICAISC 2006: 240-249 - [c8]Agata Pokropinska, Robert Nowicki, Rafal Scherer:
Isolines of Statistical Information Criteria for Relational Neuro-fuzzy System Design. ICAISC 2006: 288-296 - [c7]Rafal Scherer:
Boosting Ensemble of Relational Neuro-fuzzy Systems. ICAISC 2006: 306-313 - [c6]Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer:
On Combining Backpropagation with Boosting. IJCNN 2006: 1274-1277 - 2004
- [c5]Adam E. Gaweda, Rafal Scherer:
Fuzzy Number-Based Hierarchical Fuzzy System. ICAISC 2004: 302-307 - [c4]Rafal Scherer, Leszek Rutkowski:
Neuro-Fuzzy Relational Classifiers. ICAISC 2004: 376-380 - [c3]Marcin Korytkowski, Marcin Gabryel, Robert Nowicki, Rafal Scherer:
Genetic Algorithm for Database Indexing. ICAISC 2004: 1142-1147 - 2003
- [c2]Rafal Scherer, Janusz T. Starczewski, Adam E. Gaweda:
New Methods for Uncertainty Representations in Neuro-Fuzzy Systems. PPAM 2003: 659-667 - 2002
- [c1]Rafal Scherer, Leszek Rutkowski:
Neuro-Fuzzy Relational Systems. FSKD 2002: 44-48
Parts in Books or Collections
- 2008
- [p2]Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer:
On Speeding Up the Learning Process of Neuro-fuzzy Ensembles Generated by the Adaboost Algorithm. Computer Recognition Systems 2 2008: 319-326 - 2005
- [p1]Rafal Scherer, Leszek Rutkowski:
Connectionist Fuzzy Relational Systems. Computational Intelligence for Modelling and Prediction 2005: 35-47
Editorship
- 2023
- [e27]Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 21st International Conference, ICAISC 2022, Zakopane, Poland, June 19-23, 2022, Proceedings, Part I. Lecture Notes in Computer Science 13588, Springer 2023, ISBN 978-3-031-23491-0 [contents] - [e26]Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 21st International Conference, ICAISC 2022, Zakopane, Poland, June 19-23, 2022, Proceedings, Part II. Lecture Notes in Computer Science 13589, Springer 2023, ISBN 978-3-031-23479-8 [contents] - [e25]Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18-22, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14125, Springer 2023, ISBN 978-3-031-42504-2 [contents] - [e24]Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 22nd International Conference, ICAISC 2023, Zakopane, Poland, June 18-22, 2023, Proceedings, Part II. Lecture Notes in Computer Science 14126, Springer 2023, ISBN 978-3-031-42507-3 [contents] - 2021
- [e23]Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 20th International Conference, ICAISC 2021, Virtual Event, June 21-23, 2021, Proceedings, Part I. Lecture Notes in Computer Science 12854, Springer 2021, ISBN 978-3-030-87985-3 [contents] - [e22]Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 20th International Conference, ICAISC 2021, Virtual Event, June 21-23, 2021, Proceedings, Part II. Lecture Notes in Computer Science 12855, Springer 2021, ISBN 978-3-030-87896-2 [contents] - 2020
- [e21]Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part I. Lecture Notes in Computer Science 12415, Springer 2020, ISBN 978-3-030-61400-3 [contents] - [e20]Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part II. Lecture Notes in Computer Science 12416, Springer 2020, ISBN 978-3-030-61533-8 [contents] - 2019
- [e19]Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 18th International Conference, ICAISC 2019, Zakopane, Poland, June 16-20, 2019, Proceedings, Part I. Lecture Notes in Computer Science 11508, Springer 2019, ISBN 978-3-030-20911-7 [contents] - [e18]Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 18th International Conference, ICAISC 2019, Zakopane, Poland, June 16-20, 2019, Proceedings, Part II. Lecture Notes in Computer Science 11509, Springer 2019, ISBN 978-3-030-20914-8 [contents] - 2018
- [e17]Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part I. Lecture Notes in Computer Science 10841, Springer 2018, ISBN 978-3-319-91252-3 [contents] - [e16]Leszek Rutkowski, Rafal Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part II. Lecture Notes in Computer Science 10842, Springer 2018, ISBN 978-3-319-91261-5 [contents] - 2017
- [e15]Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 16th International Conference, ICAISC 2017, Zakopane, Poland, June 11-15, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10245, Springer 2017, ISBN 978-3-319-59062-2 [contents] - [e14]Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 16th International Conference, ICAISC 2017, Zakopane, Poland, June 11-15, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10246, Springer 2017, ISBN 978-3-319-59059-2 [contents] - 2016
- [e13]Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part I. Lecture Notes in Computer Science 9692, Springer 2016, ISBN 978-3-319-39377-3 [contents] - [e12]Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 15th International Conference, ICAISC 2016, Zakopane, Poland, June 12-16, 2016, Proceedings, Part II. Lecture Notes in Computer Science 9693, Springer 2016, ISBN 978-3-319-39383-4 [contents] - 2015
- [e11]Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 14th International Conference, ICAISC 2015, Zakopane, Poland, June 14-18, 2015, Proceedings, Part I. Lecture Notes in Computer Science 9119, Springer 2015, ISBN 978-3-319-19323-6 [contents] - [e10]Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 14th International Conference, ICAISC 2015, Zakopane, Poland, June 14-28, 2015, Proceedings, Part II. Lecture Notes in Computer Science 9120, Springer 2015, ISBN 978-3-319-19368-7 [contents] - 2014
- [e9]Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part I. Lecture Notes in Computer Science 8467, Springer 2014, ISBN 978-3-319-07172-5 [contents] - [e8]Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 13th International Conference, ICAISC 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part II. Lecture Notes in Computer Science 8468, Springer 2014, ISBN 978-3-319-07175-6 [contents] - 2013
- [e7]Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 12th International Conference, ICAISC 2013, Zakopane, Poland, June 9-13, 2013, Proceedings, Part I. Lecture Notes in Computer Science 7894, Springer 2013, ISBN 978-3-642-38657-2 [contents] - [e6]Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 12th International Conference, ICAISC 2013, Zakopane, Poland, June 9-13, 2013, Proceedings, Part II. Lecture Notes in Computer Science 7895, Springer 2013, ISBN 978-3-642-38609-1 [contents] - 2012
- [e5]Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 11th International Conference, ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012, Proceedings, Part I. Lecture Notes in Computer Science 7267, Springer 2012, ISBN 978-3-642-29346-7 [contents] - [e4]Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Artificial Intelligence and Soft Computing - 11th International Conference, ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012, Proceedings, Part II. Lecture Notes in Computer Science 7268, Springer 2012, ISBN 978-3-642-29349-8 [contents] - [e3]Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Swarm and Evolutionary Computation - International Symposia, SIDE 2012 and EC 2012, Held in Conjunction with ICAISC 2012, Zakopane, Poland, April 29-May 3, 2012. Proceedings. Lecture Notes in Computer Science 7269, Springer 2012, ISBN 978-3-642-29352-8 [contents] - 2010
- [e2]Leszek Rutkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Artificial Intelligence and Soft Computing, 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part I. Lecture Notes in Computer Science 6113, Springer 2010, ISBN 978-3-642-13207-0 [contents] - [e1]Leszek Rutkowski, Rafal Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada:
Artifical Intelligence and Soft Computing, 10th International Conference, ICAISC 2010, Zakopane, Poland, June 13-17, 2010, Part II. Lecture Notes in Computer Science 6114, Springer 2010, ISBN 978-3-642-13231-5 [contents]
Reference Works
- 2009
- [r1]Leszek Rutkowski, Krzysztof Cpalka, Robert Nowicki, Agata Pokropinska, Rafal Scherer:
Neuro-fuzzy Systems. Encyclopedia of Complexity and Systems Science 2009: 6086-6099
Informal and Other Publications
- 2019
- [i5]Patryk Najgebauer, Rafal Scherer:
Fully Convolutional Network for Removing DCT Artefacts From Images. CoRR abs/1907.03798 (2019) - 2016
- [i4]Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer:
Fast Image Classification by Boosting Fuzzy Classifiers. CoRR abs/1610.01068 (2016) - 2015
- [i3]Patryk Najgebauer, Janusz Rygal, Tomasz Nowak, Jakub Romanowski, Leszek Rutkowski, Sviatoslav Voloshynovskiy, Rafal Scherer:
Fast Dictionary Matching for Content-based Image Retrieval. CoRR abs/1504.06864 (2015) - [i2]Rafal Grycuk, Marcin Gabryel, Rafal Scherer, Sviatoslav Voloshynovskiy:
Multi-layer Architecture For Storing Visual Data Based on WCF and Microsoft SQL Server Database. CoRR abs/1504.06867 (2015) - [i1]Marcin Korytkowski, Rafal Scherer, Pawel Staszewski, Piotr Woldan:
Bag-of-Features Image Indexing and Classification in Microsoft SQL Server Relational Database. CoRR abs/1506.07950 (2015)
Coauthor Index
[j12] [j8] [j7] [j5] [j3] [c102] [c101] [c95] [c92] [c91] [c79] [c75] [c74] [c70] [c68] [c65] [c63] [c60] [c59] [c57] [c54] [c53] [c51] [c50] [c46] [c45] [c44] [c43] [c41] [c39] [c38] [c35] [c33] [c32] [c31] [c30] [c29] [c27] [c26] [c25] [c24] [c23] [c21] [c20] [c19] [c17] [c16] [c13] [c12] [c11] [c10] [c9] [c6] [c3] [p2] [e27] [e26] [e25] [e24] [e23] [e22] [e21] [e20] [e19] [e18] [e17] [e16] [e15] [e14] [e13] [e12] [e11] [e10] [e9] [e8] [e7] [e6] [e5] [e4] [e3] [i4] [i1]
Robert Nowicki
aka: Robert K. Nowicki
aka: Robert K. Nowicki
[j3] [c88] [c71] [c69] [c58] [c52] [c47] [c38] [c31] [c30] [c27] [c26] [c25] [c21] [c17] [c16] [c13] [c12] [c10] [c9] [c6] [c4] [c1] [p2] [p1] [e27] [e26] [e25] [e24] [e23] [e22] [e21] [e20] [e19] [e18] [e17] [e16] [e15] [e14] [e13] [e12] [e11] [e10] [e9] [e8] [e7] [e6] [e5] [e4] [e3] [e2] [e1] [r1] [i4] [i3]
Sviatoslav Voloshynovskiy
aka: Slava Voloshynovskiy
aka: Slava Voloshynovskiy
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