Rafal Scherer

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 89

Top Venues

Publications

Rafal Grycuk, Giorgio De Magistris, Christian Napoli, Rafal Scherer
Toward Real-Time Solar Content-Based Image Retrieval. ICCS (1) (2024)
Maciej Osowski, Aleksandra Krasnodebska, Pawel Drozda, Rafal Scherer
Professionally Diverse: AI-Generated Faces for Targeted Advertising. ACIIDS (1) (2024)
Jaroslaw Bernacki, Rafal Scherer
IMAGINE Dataset: Digital Camera Identification Image Benchmarking Dataset. SECRYPT (2023)
Rafal Grycuk, Marcin Korytkowski, Rafal Scherer
Fuzzy-Based Solar Magnetogram Image Retrieval. FUZZ (2023)
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) (2023)
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) (2023)
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)
Jakub Walczak, Patryk Najgebauer, Adam Wojciechowski, Rafal Scherer
Ultrasmall fully-convolution GVA-net for point cloud processing. Appl. Soft Comput. 132 (2023)
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)
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) (2023)
Jaroslaw Bernacki, Rafal Scherer
Remarks on Speeding up the Digital Camera Identification using Convolutional Neural Networks. Vietnam. J. Comput. Sci. 10 (4) (2023)
Marcin Korytkowski, Jakub Nowak, Rafal Scherer
Detecting Sensitive Data with GANs and Fully Convolutional Networks. ACIIDS (1) (2023)
Rafal Grycuk, Rafal Scherer
Sun Magnetograms Retrieval from Vast Collections Through Small Hash Codes. ICCS (4) (2023)
Thiago José Lucas, Inaê Soares de Figueiredo, Carlos Alexandre Carvalho Tojeiro, Alex Marino G. 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 (2023)
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) (2023)
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) (2023)
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) (2022)
Miroslaw Kordos, Marcin Blachnik, Rafal Scherer
Fuzzy clustering decomposition of genetic algorithm-based instance selection for regression problems. Inf. Sci. 587 (2022)
Michal Dedek, Rafal Scherer
Transformer-Based Original Content Recovery from Obfuscated PowerShell Scripts. ICONIP (7) (2022)
Miroslaw Kordos, Rafal Kulka, Tomasz Steblik, Rafal Scherer
Local Search in Selected Crossover Operators. ICCS (3) (2022)
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)
Rafal Grycuk, Rafal Scherer, Alina Marchlewska, Christian Napoli
Semantic Hashing for Fast Solar Magnetogram Retrieval. J. Artif. Intell. Soft Comput. Res. 12 (4) (2022)
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)
Jaroslaw Bernacki, Kelton A. P. Costa, Rafal Scherer
Individual Source Camera Identification with Convolutional Neural Networks. ACIIDS (Companion) (2022)
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) (2022)
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) (2022)
Jaroslaw Bernacki, Rafal Scherer
Digital forensics: a fast algorithm for a digital sensor identification. J. Inf. Telecommun. 6 (4) (2022)
Rafal Grycuk, Patryk Najgebauer, Rafal Scherer
Edge Detection-Based Full-Disc Solar Image Hashing. ICAISC (2) (2022)
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) (2022)
Marcin Korytkowski, Jakub Nowak, Rafal Scherer, Anita Zbieg, Blazej Zak, Gabriela Relikowska, Pawel Mader
Employee Turnover Prediction From Email Communication Analysis. ICAISC (2) (2022)
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)
Ruizhe Ma, Rafal A. Angryk, Rafal Scherer
Special issue on deep learning for time series data. Neural Comput. Appl. 34 (16) (2022)
Rafal Grycuk, Marcin Korytkowski, Rafal Scherer, Pawel Drozda, Wei Wei, Miroslaw Kordos
Fast Solar Image Retrieval and Classification by Fuzzy Rules. FUZZ-IEEE (2022)
Marcin Korytkowski, Jakub Nowak, Rafal Scherer, Wei Wei
Privacy Preserving by Removing Sensitive Data from Documents with Fully Convolutional Networks. ICAISC (2) (2022)
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)
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 (2021)
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) (2021)
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) (2021)
Sumit Hazra, Manasa Pisipati, Amrit Puhan, Anup Nandy, Rafal Scherer
Two Novel Methods for Multiple Kinect v2 Sensor Calibration. CVIP (2) (2021)
Jakub Walczak, Adam Wojciechowski, Patryk Najgebauer, Rafal Scherer
Vicinity-Based Abstraction: VA-DGCNN Architecture for Noisy 3D Indoor Object Classification. ICCS (3) (2021)
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) (2021)
Jaroslaw Bernacki, Rafal Scherer
Fast Imaging Sensor Identification. ICCCI (2021)
Zengguo Sun, Hui Geng, Zheng Lu, Rafal Scherer, Marcin Wozniak
Review of Road Segmentation for SAR Images. Remote. Sens. 13 (5) (2021)
Rafal Grycuk, Rafal Scherer
Grid-Based Concise Hash for Solar Images. ICCS (3) (2021)
Jakub Walczak, Patryk Najgebauer, Rafal Scherer, Adam Wojciechowski
CVA-GNN: Convolutional Vicinity Aggregation Graph Neural Network for Point Cloud Classification. IJCNN (2021)
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 (2021)
Rafal Grycuk, Rafal Scherer
Solar Image Hashing by Intermediate Descriptor and Autoencoder. IJCNN (2021)
Zengguo Sun, Guodong Zhao, Marcin Wozniak, Rafal Scherer, Robertas Damasevicius
Bankline detection of GF-3 SAR images based on shearlet. PeerJ Comput. Sci. 7 (2021)
Van-Hung Le, Rafal Scherer
Human Segmentation and Tracking Survey on Masks for MADS Dataset. Sensors 21 (24) (2021)
Dawid Polap, Marcin Wozniak, Marcin Korytkowski, Rafal Scherer
Encoder-Decoder Based CNN Structure for Microscopic Image Identification. ICONIP (1) (2020)
Jakub Nowak, Taras Holotyak, Marcin Korytkowski, Rafal Scherer, Slava Voloshynovskiy
Fingerprinting of URL Logs: Continuous User Authentication from Behavioural Patterns. ICCS (4) (2020)
Arijit Das, Indrajit Saha, Rafal Scherer
GhoMR: Multi-Receptive Lightweight Residual Modules for Hyperspectral Classification. Sensors 20 (23) (2020)
Marcin Korytkowski, Rafal Scherer, Dominik Szajerman, Dawid Polap, Marcin Wozniak
Efficient Visual Classification by Fuzzy Rules. FUZZ-IEEE (2020)
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 (2020)
Arkadiusz Talun, Pawel Drozda, Leszek Bukowski, Rafal Scherer
FastText and XGBoost Content-Based Classification for Employment Web Scraping. ICAISC (2) (2020)
Sumit Hazra, Priyankar Roy, Anup Nandy, Rafal Scherer
A Pilot Study for Investigating Gait Signatures in Multi-Scenario Applications. IJCNN (2020)
Patryk Najgebauer, Rafal Scherer, Leszek Rutkowski
Fully Convolutional Network for Removing DCT Artefacts From Images. IJCNN (2020)
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) (2020)
Rafal Grycuk, Rafal Scherer
Novel Fast Binary Hash for Content-based Solar Image Retrieval. IJCNN (2020)
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)
Rafal Grycuk, Kelton A. P. Costa, Rafal Scherer
Active Region-Based Full-Disc Solar Image Hashing. ICAISC (2) (2020)
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 (2020)
Jakub Nowak, Marcin Korytkowski, Rafal Scherer
Discovering Sequential Patterns by Neural Networks. IJCNN (2020)
Rafal Grycuk, Patryk Najgebauer, Robert Nowicki, Rafal Scherer
Multilayer Architecture for Content-Based Image Retrieval Systems. SOCA (2019)
Patryk Najgebauer, Rafal Grycuk, Leszek Rutkowski, Rafal Scherer, Agnieszka Siwocha
Microscopic Sample Segmentation by Fully Convolutional Network for Parasite Detection. ICAISC (1) (2019)
Patryk Najgebauer, Rafal Scherer
Inertia-based Fast Vectorization of Line Drawings. Comput. Graph. Forum 38 (7) (2019)
Patryk Najgebauer, Rafal Scherer
Fully Convolutional Network for Removing DCT Artefacts From Images. CoRR (2019)
Jakub Nowak, Marcin Korytkowski, Marcin Wozniak, Rafal Scherer
Discovering Sequences in Systems Logs by Neural Networks. Aust. J. Intell. Inf. Process. Syst. 17 (2) (2019)
Darius Dirvanauskas, Rytis Maskeliunas, Vidas Raudonis, Robertas Damasevicius, Rafal Scherer
HEMIGEN: Human Embryo Image Generator Based on Generative Adversarial Networks. Sensors 19 (16) (2019)
Rafal Grycuk, Rafal Scherer
Software Framework for Fast Image Retrieval. MMAR (2019)
Michal Lagiewka, Marcin Korytkowski, Rafal Scherer
Distributed image retrieval with colour and keypoint features. J. Inf. Telecommun. 3 (4) (2019)
Jakub Nowak, Marcin Korytkowski, Rafal Scherer
Convolutional Recurrent Neural Networks for Computer Network Analysis. ICANN (4) (2019)
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) (2019)
Rafal Grycuk, Patryk Najgebauer, Rafal Scherer, Agnieszka Siwocha
Architecture of Database Index for Content-Based Image Retrieval Systems. ICAISC (2) (2018)
Jakub Nowak, Marcin Korytkowski, Rafal Scherer
Classification of Computer Network Users with Convolutional Neural Networks. FedCSIS (2018)
Patryk Najgebauer, Rafal Grycuk, Rafal Scherer
Fast Two-Level Image Indexing Based on Local Interest Points. MMAR (2018)
Jakub Nowak, Marcin Korytkowski, Robert Nowicki, Rafal Scherer, Agnieszka Siwocha
Random Forests for Profiling Computer Network Users. ICAISC (2) (2018)
Jakub Nowak, Ahmet Taspinar, Rafal Scherer
LSTM Recurrent Neural Networks for Short Text and Sentiment Classification. ICAISC (2) (2017)
Mariusz Zebik, Marcin Korytkowski, Rafal A. Angryk, Rafal Scherer
Convolutional Neural Networks for Time Series Classification. ICAISC (2) (2017)
Michal Lagiewka, Marcin Korytkowski, Rafal Scherer
Distributed image retrieval with color and keypoint features. INISTA (2017)
Patryk Najgebauer, Leszek Rutkowski, Rafal Scherer
Novel method for joining missing line fragments for medical image analysis. MMAR (2017)
Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer
Fast image classification by boosting fuzzy classifiers. Inf. Sci. 327 (2016)
Patryk Najgebauer, Marcin Korytkowski, Carlos D. Barranco, Rafal Scherer
Novel Image Descriptor Based on Color Spatial Distribution. ICAISC (2) (2016)
Marcin Korytkowski, Leszek Rutkowski, Rafal Scherer
Fast Image Classification by Boosting Fuzzy Classifiers. CoRR (2016)
Michal Lagiewka, Rafal Scherer, Rafal A. Angryk
Color-Based Large-Scale Image Retrieval with Limited Hardware Resources. ICAISC (2) (2016)
Rafal Grycuk, Marcin Gabryel, Robert Nowicki, Rafal Scherer
Content-based image retrieval optimization by differential evolution. CEC (2016)
Marcin Korytkowski, Pawel Staszewski, Piotr Woldan, Rafal Scherer
Fast Computing Framework for Convolutional Neural Networks. BDCloud-SocialCom-SustainCom (2016)
Robert K. Nowicki, Rafal Scherer, Leszek Rutkowski
Novel rough neural network for classification with missing data. MMAR (2016)
Pawel Staszewski, Piotr Woldan, Marcin Korytkowski, Rafal Scherer, Lipo Wang
Query-by-Example Image Retrieval in Microsoft SQL Server. ICAISC (2) (2016)
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)
Robert K. Nowicki, Marcin Korytkowski, Bartosz A. Nowak, Rafal Scherer
Design Methodology for Rough Neuro-Fuzzy Classification with Missing Data. SSCI (2015)
Patryk Najgebauer, Janusz Rygal, Tomasz Nowak, Jakub Romanowski, Leszek Rutkowski, Sviatoslav Voloshynovskiy, Rafal Scherer
Fast Dictionary Matching for Content-based Image Retrieval. CoRR (2015)
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)
Marcin Korytkowski, Rafal Scherer, Pawel Staszewski, Piotr Woldan
Bag-of-Features Image Indexing and Classification in Microsoft SQL Server Relational Database. CoRR (2015)
Dimche Kostadinov, Sviatoslav Voloshynovskiy, Sohrab Ferdowsi, Maurits Diephuis, Rafal Scherer
Supervised Transform Learning for Face Recognition. ICAISC (1) (2015)
Marcin Korytkowski, Rafal Scherer, Pawel Staszewski, Piotr Woldan
Bag-of-features image indexing and classification in microsoft SQL server relational database. CYBCONF (2015)
Sohrab Ferdowsi, Sviatoslav Voloshynovskiy, Dimche Kostadinov, Marcin Korytkowski, Rafal Scherer
Secure Representation of Images Using Multi-layer Compression. ICAISC (1) (2015)
Jakub Romanowski, Marcin Korytkowski, Rafal Scherer
Efficient Bone Detector and Geometric Descriptor for X-Ray Imaging. SSCI (2015)
Rafal Grycuk, Marcin Gabryel, Rafal Scherer, Sviatoslav Voloshynovskiy
Multi-layer Architecture For Storing Visual Data Based on WCF and Microsoft SQL Server Database. CoRR (2015)
Janusz Rygal, Jakub Romanowski, Rafal Scherer, Sohrab Ferdowsi
Novel Algorithm for Translation from Image Content to Semantic Form. ICAISC (1) (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rafal Scherer