Rafal Scherer

According to our database, Rafal Scherer authored at least 152 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

New Approaches Based on PRNU-CNN for Image Camera Source Attribution in Forensic Investigations.

Giorgio De Magistris, Rafal Grycuk, Lorenzo Mandelli, Rafal Scherer

Proceedings of the 10th Scholar's Yearly Symposium of Technology, 2024

Compact Representation of Digital Camera's Fingerprint with Convolutional Autoencoder.

Jaroslaw Bernacki, Rafal Scherer

Proceedings of the 21st International Conference on Security and Cryptography, 2024

Ensemble Diversity Pruning on Cybersecurity: Optimizing Intrusion Detection Systems.

Thiago José Lucas, Leandro Aparecido Passos, Douglas Rodrigues, Danilo S. Jodas, João Paulo Papa, Kelton Augusto Pontara da Costa, Rafal Scherer

Proceedings of the 31st International Conference on Systems, Signals and Image Processing, 2024

Sun Magnetogram Hash for Fast Solar Image Retrieval.

Rafal Grycuk, Rafal Scherer

Proceedings of the Harnessing Opportunities: Reshaping ISD in the post-COVID-19 and Generative AI Era (ISD2024 Proceedings), 2024

A Quantum-inspired Approach to Estimate Optimum-Path Forest Prototypes based on the Traveling Salesman Problem.

Maria Angélica Krüger Miranda, Felipe Fernandes Fanchini, Leandro Aparecido Passos, Douglas Rodrigues, Kelton Augusto Pontara da Costa, Rafal Scherer, João Paulo Papa

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Toward Real-Time Solar Content-Based Image Retrieval.

Rafal Grycuk, Giorgio De Magistris, Christian Napoli, Rafal Scherer

Proceedings of the Computational Science - ICCS 2024, 2024

Professionally Diverse: AI-Generated Faces for Targeted Advertising.

Maciej Osowski, Aleksandra Krasnodebska, Pawel Drozda, Rafal Scherer

Proceedings of the Intelligent Information and Database Systems - 16th Asian Conference, 2024

2023

Remarks on Speeding up the Digital Camera Identification using Convolutional Neural Networks.

Jaroslaw Bernacki, Rafal Scherer

Vietnam. J. Comput. Sci., November, 2023

Guest Editorial Introduction to the Special Issue on Graph-Based Machine Learning for Intelligent Transportation Systems.

Wei Wei, Kwang-Cheng Chen, Ammar Rayes, Rafal Scherer

IEEE Trans. Intell. Transp. Syst., August, 2023

LSTM-SN: complex text classifying with LSTM fusion social network.

Wei Wei, Xiaowan Li, Beibei Zhang, Linfeng Li, Robertas Damasevicius, Rafal Scherer

J. Supercomput., June, 2023

YOLO Series for Human Hand Action Detection and Classification from Egocentric Videos.

Nguyen Hung-Cuong, Thi-Hao Nguyen, Rafal Scherer, Van-Hung Le

Sensors, March, 2023

Improving the Efficiency of the EMS-Based Smart City: A Novel Distributed Framework for Spatial Data.

Guangsheng Chen, Weitao Zou, Weipeng Jing, Wei Wei, Rafal Scherer

IEEE Trans. Ind. Informatics, 2023

Deep Learning for Human Activity Recognition on 3D Human Skeleton: Survey and Comparative Study.

Nguyen Hung-Cuong, Thi-Hao Nguyen, Rafal Scherer, Van-Hung Le

Sensors, 2023

Ultrasmall fully-convolution GVA-net for point cloud processing.

Jakub Walczak, Patryk Najgebauer, Adam Wojciechowski, Rafal Scherer

Appl. Soft Comput., 2023

A Comprehensive Survey on Ensemble Learning-Based Intrusion Detection Approaches in Computer Networks.

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

IEEE Access, 2023

IMAGINE Dataset: Digital Camera Identification Image Benchmarking Dataset.

Jaroslaw Bernacki, Rafal Scherer

Proceedings of the 20th International Conference on Security and Cryptography, 2023

Previous Opinions is All You Need - Legal Information Retrieval System.

Maciej Osowski, Katarzyna Lorenc, Pawel Drozda, Rafal Scherer, Konrad Szalapak, Kajetan Komar-Komarowski, Julian Szymanski, Andrzej Sobecki

Proceedings of the Advances in Computational Collective Intelligence, 2023

Sun Magnetograms Retrieval from Vast Collections Through Small Hash Codes.

Rafal Grycuk, Rafal Scherer

Proceedings of the Computational Science - ICCS 2023, 2023

Fast Visual Imperfection Detection when Real Negative Examples are Unavailable.

Patryk Najgebauer, Rafal Scherer, Rafal Grycuk, Jakub Walczak, Adam Wojciechowski, Ewa Lada-Tondyra

Proceedings of the Artificial Intelligence and Soft Computing, 2023

Fuzzy-Based Solar Magnetogram Image Retrieval.

Rafal Grycuk, Marcin Korytkowski, Rafal Scherer

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Detecting Sensitive Data with GANs and Fully Convolutional Networks.

Marcin Korytkowski, Jakub Nowak, Rafal Scherer

Proceedings of the Intelligent Information and Database Systems - 15th Asian Conference, 2023

2022

Hypergraph-partitioning-based online joint scheduling of tasks and data.

Yao Song, Liang Wang, Limin Xiao, Wei Wei, Rafal Scherer, Guangjun Qin, Jinquan Wang

J. Supercomput., 2022

Unified End-to-End YOLOv5-HR-TCM Framework for Automatic 2D/3D Human Pose Estimation for Real-Time Applications.

Nguyen Hung-Cuong, Thi-Hao Nguyen, Rafal Scherer, Van-Hung Le

Sensors, 2022

Special issue on deep learning for time series data.

Ruizhe Ma, Rafal A. Angryk, Rafal Scherer

Neural Comput. Appl., 2022

Digital forensics: a fast algorithm for a digital sensor identification.

Jaroslaw Bernacki, Rafal Scherer

J. Inf. Telecommun., 2022

Semantic Hashing for Fast Solar Magnetogram Retrieval.

Rafal Grycuk, Rafal Scherer, Alina Marchlewska, Christian Napoli

J. Artif. Intell. Soft Comput. Res., 2022

Deep Learning Methods in Short-Term Traffic Prediction: A Survey.

Yue Hou, Xin Zheng, Chengyan Han, Wei Wei, Rafal Scherer, Dawid Polap

Inf. Technol. Control., 2022

Fuzzy clustering decomposition of genetic algorithm-based instance selection for regression problems.

Miroslaw Kordos, Marcin Blachnik, Rafal Scherer

Inf. Sci., 2022

MSAR-DefogNet: Lightweight cloud removal network for high resolution remote sensing images based on multi scale convolution.

Ying Zhou, Weipeng Jing, Jian Wang, Guangsheng Chen, Rafal Scherer, Robertas Damasevicius

IET Image Process., 2022

An Ensemble Pruning Approach to Optimize Intrusion Detection Systems Performance.

Thiago José Lucas, Kelton Augusto Pontara da Costa, Rafal Scherer, João Paulo Papa

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

From Network Package Flow to Images: How to Accurately Detect Anomalies in Computer Networks.

Paulo R. Galego Hernandes Junior, Rafal Scherer, Lucas B. Januario, Douglas Rodrigues, João P. Papa, Kelton A. P. Costa

Proceedings of the 29th International Conference on Systems, Signals and Image Processing, 2022

A Novel Method for Solar Image Retrieval Based on the Parzen Kernel Estimate of the Function Derivative and Convolutional Autoencoder.

Rafal Grycuk, Tomasz Galkowski, Rafal Scherer, Leszek Rutkowski

Proceedings of the International Joint Conference on Neural Networks, 2022

Transformer-Based Original Content Recovery from Obfuscated PowerShell Scripts.

Michal Dedek, Rafal Scherer

Proceedings of the Neural Information Processing - 29th International Conference, 2022

Local Search in Selected Crossover Operators.

Miroslaw Kordos, Rafal Kulka, Tomasz Steblik, Rafal Scherer

Proceedings of the Computational Science - ICCS 2022, 2022

Short Texts Representations for Legal Domain Classification.

Tomasz Zymkowski, Julian Szymanski, Andrzej Sobecki, Pawel Drozda, Konrad Szalapak, Kajetan Komar-Komarowski, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2022

Employee Turnover Prediction From Email Communication Analysis.

Marcin Korytkowski, Jakub Nowak, Rafal Scherer, Anita Zbieg, Blazej Zak, Gabriela Relikowska, Pawel Mader

Proceedings of the Artificial Intelligence and Soft Computing, 2022

Privacy Preserving by Removing Sensitive Data from Documents with Fully Convolutional Networks.

Marcin Korytkowski, Jakub Nowak, Rafal Scherer, Wei Wei

Proceedings of the Artificial Intelligence and Soft Computing, 2022

Edge Detection-Based Full-Disc Solar Image Hashing.

Rafal Grycuk, Patryk Najgebauer, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2022

Fast Solar Image Retrieval and Classification by Fuzzy Rules.

Rafal Grycuk, Marcin Korytkowski, Rafal Scherer, Pawel Drozda, Wei Wei, Miroslaw Kordos

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Individual Source Camera Identification with Convolutional Neural Networks.

Jaroslaw Bernacki, Kelton A. P. Costa, Rafal Scherer

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022

2021

Human Segmentation and Tracking Survey on Masks for MADS Dataset.

Van-Hung Le, Rafal Scherer

Sensors, 2021

HUMANNET - A Two-Tiered Deep Neural Network Architecture for Self-Occluding Humanoid Pose Reconstruction.

Audrius Kulikajevas, Rytis Maskeliunas, Robertas Damasevicius, Rafal Scherer

Sensors, 2021

Review of Road Segmentation for SAR Images.

Zengguo Sun, Hui Geng, Zheng Lu, Rafal Scherer, Marcin Wozniak

Remote. Sens., 2021

Bankline detection of GF-3 SAR images based on shearlet.

Zengguo Sun, Guodong Zhao, Marcin Wozniak, Rafal Scherer, Robertas Damasevicius

PeerJ Comput. Sci., 2021

Design of a MEMS sensor array for dam subsidence monitoring based on dual-sensor cooperative measurements.

Tao Tao, Jianfeng Yang, Wei Wei, Marcin Wozniak, Rafal Scherer, Robertas Damasevicius

KSII Trans. Internet Inf. Syst., 2021

Sitsen: Passive sitting posture sensing based on wireless devices.

Miaoyu Li, Zhuohan Jiang, Yutong Liu, Shuheng Chen, Marcin Wozniak, Rafal Scherer, Robertas Damasevicius, Wei Wei, Ziyi Li, Zuxin Li

Int. J. Distributed Sens. Networks, 2021

Short-Term Load Forecasting Based on Adabelief Optimized Temporal Convolutional Network and Gated Recurrent Unit Hybrid Neural Network.

Hanhong Shi, Lei Wang, Rafal Scherer, Marcin Wozniak, Pengchao Zhang, Wei Wei

IEEE Access, 2021

Abnormal Detection of Electricity Consumption of User Based on Particle Swarm Optimization and Long Short Term Memory With the Attention Mechanism.

Jiahao Bian, Lei Wang, Rafal Scherer, Marcin Wozniak, Pengchao Zhang, Wei Wei

IEEE Access, 2021

CVA-GNN: Convolutional Vicinity Aggregation Graph Neural Network for Point Cloud Classification.

Jakub Walczak, Patryk Najgebauer, Rafal Scherer, Adam Wojciechowski

Proceedings of the International Joint Conference on Neural Networks, 2021

Solar Image Hashing by Intermediate Descriptor and Autoencoder.

Rafal Grycuk, Rafal Scherer

Proceedings of the International Joint Conference on Neural Networks, 2021

Fast Imaging Sensor Identification.

Jaroslaw Bernacki, Rafal Scherer

Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021

Vicinity-Based Abstraction: VA-DGCNN Architecture for Noisy 3D Indoor Object Classification.

Jakub Walczak, Adam Wojciechowski, Patryk Najgebauer, Rafal Scherer

Proceedings of the Computational Science - ICCS 2021, 2021

Grid-Based Concise Hash for Solar Images.

Rafal Grycuk, Rafal Scherer

Proceedings of the Computational Science - ICCS 2021, 2021

Two Novel Methods for Multiple Kinect v2 Sensor Calibration.

Sumit Hazra, Manasa Pisipati, Amrit Puhan, Anup Nandy, Rafal Scherer

Proceedings of the Computer Vision and Image Processing - 6th International Conference, 2021

2020

Computer Vision Methods for Fast Image Classification and Retrieval

Rafal Scherer

Studies in Computational Intelligence 821, Springer, ISBN: 978-3-030-12194-5, 2020

Pearson Correlation-Based Feature Selection for Document Classification Using Balanced Training.

Inzamam Mashood Nasir, Muhammad Attique Khan, Mussarat Yasmin, Jamal Hussain Shah, Marcin Gabryel, Rafal Scherer, Robertas Damasevicius

Sensors, 2020

GhoMR: Multi-Receptive Lightweight Residual Modules for Hyperspectral Classification.

Arijit Das, Indrajit Saha, Rafal Scherer

Sensors, 2020

High-Resolution SAR Image Despeckling Based on Nonlocal Means Filter and Modified AA Model.

Qiao Ke, Zengguo Sun, Yang Liu, Wei Wei, Marcin Wozniak, Rafal Scherer

Secur. Commun. Networks, 2020

Accurate and fast URL phishing detector: A convolutional neural network approach.

Wei Wei, Qiao Ke, Jakub Nowak, Marcin Korytkowski, Rafal Scherer, Marcin Wozniak

Comput. Networks, 2020

Discovering Sequential Patterns by Neural Networks.

Jakub Nowak, Marcin Korytkowski, Rafal Scherer

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Fully Convolutional Network for Removing DCT Artefacts From Images.

Patryk Najgebauer, Rafal Scherer, Leszek Rutkowski

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

A Pilot Study for Investigating Gait Signatures in Multi-Scenario Applications.

Sumit Hazra, Priyankar Roy, Anup Nandy, Rafal Scherer

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Novel Fast Binary Hash for Content-based Solar Image Retrieval.

Rafal Grycuk, Rafal Scherer

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Encoder-Decoder Based CNN Structure for Microscopic Image Identification.

Dawid Polap, Marcin Wozniak, Marcin Korytkowski, Rafal Scherer

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Normal Grouping Density Separation (NGDS): A Novel Object-Driven Indoor Point Cloud Partition Method.

Jakub Walczak, Grzegorz Andrzejczak, Rafal Scherer, Adam Wojciechowski

Proceedings of the Computational Science - ICCS 2020, 2020

Fingerprinting of URL Logs: Continuous User Authentication from Behavioural Patterns.

Jakub Nowak, Taras Holotyak, Marcin Korytkowski, Rafal Scherer, Slava Voloshynovskiy

Proceedings of the Computational Science - ICCS 2020, 2020

FastText and XGBoost Content-Based Classification for Employment Web Scraping.

Arkadiusz Talun, Pawel Drozda, Leszek Bukowski, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2020

Active Region-Based Full-Disc Solar Image Hashing.

Rafal Grycuk, Kelton A. P. Costa, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2020

Efficient Visual Classification by Fuzzy Rules.

Marcin Korytkowski, Rafal Scherer, Dominik Szajerman, Dawid Polap, Marcin Wozniak

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019

HEMIGEN: Human Embryo Image Generator Based on Generative Adversarial Networks.

Darius Dirvanauskas, Rytis Maskeliunas, Vidas Raudonis, Robertas Damasevicius, Rafal Scherer

Sensors, 2019

Distributed image retrieval with colour and keypoint features.

Michal Lagiewka, Marcin Korytkowski, Rafal Scherer

J. Inf. Telecommun., 2019

Fully Convolutional Network for Removing DCT Artefacts From Images.

Patryk Najgebauer, Rafal Scherer

CoRR, 2019

Inertia-based Fast Vectorization of Line Drawings.

Patryk Najgebauer, Rafal Scherer

Comput. Graph. Forum, 2019

URL-based Phishing Attack Detection by Convolutional Neural Networks.

Jakub Nowak, Marcin Korytkowski, Marcin Wozniak, Rafal Scherer

Aust. J. Intell. Inf. Process. Syst., 2019

Discovering Sequences in Systems Logs by Neural Networks.

Jakub Nowak, Marcin Korytkowski, Marcin Wozniak, Rafal Scherer

Aust. J. Intell. Inf. Process. Syst., 2019

Multilayer Architecture for Content-Based Image Retrieval Systems.

Rafal Grycuk, Patryk Najgebauer, Robert Nowicki, Rafal Scherer

Proceedings of the 12th IEEE Conference on Service-Oriented Computing and Applications, 2019

Software Framework for Fast Image Retrieval.

Rafal Grycuk, Rafal Scherer

Proceedings of the 24th International Conference on Methods and Models in Automation and Robotics, 2019

Convolutional Recurrent Neural Networks for Computer Network Analysis.

Jakub Nowak, Marcin Korytkowski, Rafal Scherer

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

Microscopic Sample Segmentation by Fully Convolutional Network for Parasite Detection.

Patryk Najgebauer, Rafal Grycuk, Leszek Rutkowski, Rafal Scherer, Agnieszka Siwocha

Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018

Fast Two-Level Image Indexing Based on Local Interest Points.

Patryk Najgebauer, Rafal Grycuk, Rafal Scherer

Proceedings of the 23rd International Conference on Methods & Models in Automation & Robotics, 2018

Random Forests for Profiling Computer Network Users.

Jakub Nowak, Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Agnieszka Siwocha

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Architecture of Database Index for Content-Based Image Retrieval Systems.

Rafal Grycuk, Patryk Najgebauer, Rafal Scherer, Agnieszka Siwocha

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Classification of Computer Network Users with Convolutional Neural Networks.

Jakub Nowak, Marcin Korytkowski, Rafal Scherer

Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018

2017

Novel method for joining missing line fragments for medical image analysis.

Patryk Najgebauer, Leszek Rutkowski, Rafal Scherer

Proceedings of the 22nd International Conference on Methods and Models in Automation and Robotics, 2017

Distributed image retrieval with color and keypoint features.

Michal Lagiewka, Marcin Korytkowski, Rafal Scherer

Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017

Convolutional Neural Networks for Time Series Classification.

Mariusz Zebik, Marcin Korytkowski, Rafal A. Angryk, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2017

LSTM Recurrent Neural Networks for Short Text and Sentiment Classification.

Jakub Nowak, Ahmet Taspinar, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016

Fast image classification by boosting fuzzy classifiers.

Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer

Inf. Sci., 2016

Novel rough neural network for classification with missing data.

Robert K. Nowicki, Rafal Scherer, Leszek Rutkowski

Proceedings of the 21st International Conference on Methods and Models in Automation and Robotics, 2016

Query-by-Example Image Retrieval in Microsoft SQL Server.

Pawel Staszewski, Piotr Woldan, Marcin Korytkowski, Rafal Scherer, Lipo Wang

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Novel Image Descriptor Based on Color Spatial Distribution.

Patryk Najgebauer, Marcin Korytkowski, Carlos D. Barranco, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Color-Based Large-Scale Image Retrieval with Limited Hardware Resources.

Michal Lagiewka, Rafal Scherer, Rafal A. Angryk

Proceedings of the Artificial Intelligence and Soft Computing, 2016

Content-based image retrieval optimization by differential evolution.

Rafal Grycuk, Marcin Gabryel, Robert Nowicki, Rafal Scherer

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Fast Computing Framework for Convolutional Neural Networks.

Marcin Korytkowski, Pawel Staszewski, Piotr Woldan, Rafal Scherer

Proceedings of the 2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud), 2016

2015

Efficient Bone Detector and Geometric Descriptor for X-Ray Imaging.

Jakub Romanowski, Marcin Korytkowski, Rafal Scherer

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Design Methodology for Rough Neuro-Fuzzy Classification with Missing Data.

Robert K. Nowicki, Marcin Korytkowski, Bartosz A. Nowak, Rafal Scherer

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Fast Dictionary Matching for Content-Based Image Retrieval.

Patryk Najgebauer, Janusz Rygal, Tomasz Nowak, Jakub Romanowski, Leszek Rutkowski, Sviatoslav Voloshynovskiy, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Supervised Transform Learning for Face Recognition.

Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi, Maurits Diephuis, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Multi-layer Architecture For Storing Visual Data Based on WCF and Microsoft SQL Server Database.

Rafal Grycuk, Marcin Gabryel, Rafal Scherer, Sviatoslav Voloshynovskiy

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Secure Representation of Images Using Multi-layer Compression.

Sohrab Ferdowsi, Sviatoslav Voloshynovskiy, Dimche Kostadinov, Marcin Korytkowski, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Bag-of-features image indexing and classification in microsoft SQL server relational database.

Marcin Korytkowski, Rafal Scherer, Pawel Staszewski, Piotr Woldan

Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

2014

Content-based image retrieval by dictionary of local feature descriptors.

Patryk Najgebauer, Tomasz Nowak, Jakub Romanowski, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Novel Algorithm for Translation from Image Content to Semantic Form.

Janusz Rygal, Jakub Romanowski, Rafal Scherer, Sohrab Ferdowsi

Proceedings of the Artificial Intelligence and Soft Computing, 2014

Spatial Keypoint Representation for Visual Object Retrieval.

Tomasz Nowak, Patryk Najgebauer, Jakub Romanowski, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer, Dimce Kostadinov

Proceedings of the Artificial Intelligence and Soft Computing, 2014

Robust Face Recognition by Group Sparse Representation That Uses Samples from List of Subjects.

Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi, Maurits Diephuis, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2014

From Single Image to List of Objects Based on Edge and Blob Detection.

Rafal Grycuk, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer, Sviatoslav Voloshynovskiy

Proceedings of the Artificial Intelligence and Soft Computing, 2014

Content-Based Image Indexing by Data Clustering and Inverse Document Frequency.

Rafal Grycuk, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer

Proceedings of the Beyond Databases, Architectures, and Structures, 2014

2013

Comparing Images Based on Histograms of Local Interest Points.

Tomasz Nowak, Marcin Gabryel, Marcin Korytkowski, Rafal Scherer

Proceedings of the Parallel Processing and Applied Mathematics, 2013

Improved Digital Image Segmentation Based on Stereo Vision and Mean Shift Algorithm.

Rafal Grycuk, Marcin Gabryel, Marcin Korytkowski, Jakub Romanowski, Rafal Scherer

Proceedings of the Parallel Processing and Applied Mathematics, 2013

Fast Image Search by Trees of Keypoint Descriptors.

Patryk Najgebauer, Rafal Scherer

Proceedings of the Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions - Selected Papers from KICSS'2013, 2013

On the Application of Orthogonal Series Density Estimation for Image Classification Based on Feature Description.

Piotr Duda, Maciej Jaworski, Lena Pietruczuk, Marcin Korytkowski, Marcin Gabryel, Rafal Scherer

Proceedings of the Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions - Selected Papers from KICSS'2013, 2013

Extraction of Objects from Images Using Density of Edges as Basis for GrabCut Algorithm.

Janusz Rygal, Patryk Najgebauer, Jakub Romanowski, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2013

A Novel Graph-Based Descriptor for Object Matching.

Tomasz Nowak, Patryk Najgebauer, Jakub Rygal, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2013

Object Detection by Simple Fuzzy Classifiers Generated by Boosting.

Marcin Gabryel, Marcin Korytkowski, Rafal Scherer, Leszek Rutkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2013

2012

Multiple Fuzzy Classification Systems

Rafal Scherer

Studies in Fuzziness and Soft Computing 288, Springer, ISBN: 978-3-642-30603-7, 2012

Forecasting Wear of Head and Acetabulum in Hip Joint Implant.

Arkadiusz Szarek, Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Janusz Szyprowski

Proceedings of the Artificial Intelligence and Soft Computing, 2012

Application of Neural Networks in Assessing Changes around Implant after Total Hip Arthroplasty.

Arkadiusz Szarek, Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Janusz Szyprowski

Proceedings of the Artificial Intelligence and Soft Computing, 2012

Properties and Structure of Fast Text Search Engine in Context of Semantic Image Analysis.

Janusz Rygal, Patryk Najgebauer, Tomasz Nowak, Jakub Romanowski, Marcin Gabryel, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2012

Novel Method for Parasite Detection in Microscopic Samples.

Patryk Najgebauer, Tomasz Nowak, Jakub Romanowski, Janusz Rygal, Marcin Korytkowski, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2012

2011

An ensemble of logical-type neuro-fuzzy systems.

Rafal Scherer

Expert Syst. Appl., 2011

AdaBoost Ensemble of DCOG Rough-Neuro-Fuzzy Systems.

Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafal Scherer

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

Rule base normalization in Takagi-Sugeno ensemble.

Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer

Proceedings of the 2011 IEEE Workshop On Hybrid Intelligent Models And Applications, 2011

2010

Designing Boosting Ensemble of Relational Fuzzy Systems.

Rafal Scherer

Int. J. Neural Syst., 2010

Neuro-fuzzy Systems with Relation Matrix.

Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2010

Negative Correlation Learning of Neuro-fuzzy System Ensembles.

Marcin Korytkowski, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2010

Neural Network-Based Assessment of Femur Stress after Hip Joint Alloplasty.

Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Arkadiusz Szarek

Proceedings of the Artificial Intelligence and Soft Computing, 2010

Evolutionary Learning for Neuro-fuzzy Ensembles with Generalized Parametric Triangular Norms.

Marcin Gabryel, Marcin Korytkowski, Agata Pokropinska, Rafal Scherer, Stanislaw Drozda

Proceedings of the Artificial Intelligence and Soft Computing, 2010

MICOG defuzzification rough-neuro-fuzzy system ensemble.

Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Leszek Rutkowski

Proceedings of the FUZZ-IEEE 2010, 2010

2009

Neuro-fuzzy Systems.

Leszek Rutkowski, Krzysztof Cpalka, Robert Nowicki, Agata Pokropinska, Rafal Scherer

Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Relational Type-2 Interval Fuzzy Systems.

Rafal Scherer, Janusz T. Starczewski

Proceedings of the Parallel Processing and Applied Mathematics, 2009

Modular Neuro-Fuzzy Systems Based on Generalized Parametric Triangular Norms.

Marcin Korytkowski, Rafal Scherer

Proceedings of the Parallel Processing and Applied Mathematics, 2009

Neuro-fuzzy Rough Classifier Ensemble.

Marcin Korytkowski, Robert Nowicki, Rafal Scherer

Proceedings of the Artificial Neural Networks, 2009

2008

On Speeding Up the Learning Process of Neuro-fuzzy Ensembles Generated by the Adaboost Algorithm.

Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer

Proceedings of the Computer Recognition Systems 2, 2008

Regression Modeling with Fuzzy Relations.

Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2008

Financial Prediction with Neuro-fuzzy Systems.

Agata Pokropinska, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2008

From Ensemble of Fuzzy Classifiers to Single Fuzzy Rule Base Classifier.

Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2008

Ensemble of rough-neuro-fuzzy systems for classification with missing features.

Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Leszek Rutkowski

Proceedings of the FUZZ-IEEE 2008, 2008

2007

Modular Type-2 Neuro-fuzzy Systems.

Janusz T. Starczewski, Rafal Scherer, Marcin Korytkowski, Robert Nowicki

Proceedings of the Parallel Processing and Applied Mathematics, 2007

Modular Rough Neuro-fuzzy Systems for Classification.

Rafal Scherer, Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski

Proceedings of the Parallel Processing and Applied Mathematics, 2007

On Obtaining Fuzzy Rule Base from Ensemble of Takagi-Sugeno Systems.

Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer, Grzegorz Drozda

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

2006

On Combining Backpropagation with Boosting.

Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer

Proceedings of the International Joint Conference on Neural Networks, 2006

Boosting Ensemble of Relational Neuro-fuzzy Systems.

Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2006

Isolines of Statistical Information Criteria for Relational Neuro-fuzzy System Design.

Agata Pokropinska, Robert Nowicki, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2006

Combining Logical-Type Neuro-fuzzy Systems.

Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2006

Merging Ensemble of Neuro-Fuzzy Systems.

Marcin Korytkowski, Robert Nowicki, Leszek Rutkowski, Rafal Scherer

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005

Connectionist Fuzzy Relational Systems.

Rafal Scherer, Leszek Rutkowski

Proceedings of the Computational Intelligence for Modelling and Prediction, 2005

2004

Neuro-Fuzzy Relational Classifiers.

Rafal Scherer, Leszek Rutkowski

Proceedings of the Artificial Intelligence and Soft Computing, 2004

Genetic Algorithm for Database Indexing.

Marcin Korytkowski, Marcin Gabryel, Robert Nowicki, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2004

Fuzzy Number-Based Hierarchical Fuzzy System.

Adam E. Gaweda, Rafal Scherer

Proceedings of the Artificial Intelligence and Soft Computing, 2004

2003

New Methods for Uncertainty Representations in Neuro-Fuzzy Systems.

Rafal Scherer, Janusz T. Starczewski, Adam E. Gaweda

Proceedings of the Parallel Processing and Applied Mathematics, 2003

A hierarchical neuro-fuzzy system based on S-implications.

Robert Nowicki, Rafal Scherer, Leszek Rutkowski

Proceedings of the International Joint Conference on Neural Networks, 2003

2002

Neuro-Fuzzy Relational Systems.

Rafal Scherer, Leszek Rutkowski

Proceedings of the FSDK'02, 2002