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ORCIDCORES/IP&C/ACS 2021: Virtual Event / Bydgoszcz, Poland
- Michal Choras, Ryszard S. Choras, Marek Kurzynski, Pawel Trajdos, Jerzy Pejas
, Tomasz Hyla:
Progress in Image Processing, Pattern Recognition and Communication Systems - Proceedings of the Conference (CORES, IP&C, ACS), Virtual Event / Bydgoszcz, Poland, June 28-30, 2021. Lecture Notes in Networks and Systems 255, Springer 2022, ISBN 978-3-030-81522-6
Advances in Pattern Recognition and Classifiers
- Pawel Trajdos, Marek Kurzynski:
Building an Ensemble of Classifiers via Randomized Models of Ensemble Members. 3-13 - Mariusz Flasinski, Janusz Jurek, Tomasz Peszek:
Hybrid Learning Model for Syntactic Pattern Recognition. 14-22 - Jakub Klikowski, Robert Burduk:
Distance Metrics in Clustering and Weighted Scoring Algorithm. 23-33 - Dominika Przewlocka-Rus, Marcin Kowalczyk, Tomasz Kryjak:
Exploration of Hardware Acceleration Methods for an XNOR Traffic Signs Classifier. 34-45 - Deepanjan Mitra, Agostino Cortesi, Nabendu Chaki:
ALEA: An Anonymous Leader Election Algorithm for Synchronous Distributed Systems. 46-58
Progress in Image Processing and Computer Vision
- Rafal Potempa, Sebastian Porebski:
Comparing Concepts of Quantum and Classical Neural Network Models for Image Classification Task. 61-71 - Leszek J. Chmielewski, Mariusz Nieniewski, Arkadiusz Orlowski:
Can Color Visual Cryptography Be Truly Random? 72-86 - Andrzej Sluzek:
Description-Based Ranking of Visual Instances: Feasibility Study for Keypoints. 87-96 - Przemyslaw Kudlacik, Tomasz Orczyk:
Fuzzy System for Lip Print Identification. 97-106 - Weronika Wegrzyn, Monika Pierzchala, Paulina Balon, Robert Pawel Banys, Adam Piórkowski:
Assessment of Correlations Between Age and Textural Features of CT Images of Thoracic Vertebrae. 107-115 - Hubert Michalak, Robert Krupinski, Piotr Lech, Krzysztof Okarma:
Preprocessing of Document Images Based on the GGD and GMM for Binarization of Degraded Ancient Papyri Images. 116-124 - Krzysztof Okarma, Mateusz Kopytek:
Application of Image Entropy Analysis for the Quality Assessment of Stitched Images. 125-132
Practical Applications of Computer Recognition Systems
- Adam Nowosielski, Patryk Krasa:
Gyroscope-Based Remote Text Entry Interface. 135-144 - Jagoda Lebska, Barbara Obuchowicz, Rafal Obuchowicz, Adam Piórkowski:
Comparison of the Effects of Different Preprocessing Methods on Homogeneity Assessment of Digital Intraoral Radiographs of Root Canal Fillings. 145-152 - Lukasz Chmielowski, Michal Kucharzak:
Impact of Software Bug Report Preprocessing and Vectorization on Bug Assignment Accuracy. 153-162 - Moises Silva, Manuel Graña:
On Machine Learning for Autism Prediction from Functional Connectivity. 163-172 - Julia Lasek:
The Impact of Data Preprocessing on the Accuracy of CNN-Based Heart Segmentation. 173-180 - Maciej Walczynski, Jacek Fica:
Comparison of Selected Acoustic Signal Parameterization Methods in the Problem of Machine Recognition of Classical Music Styles. 181-190 - Patrycja Mazur:
The Influence of Bit-Depth Reduction on Correlation of Texture Features with a Patient's Age. 191-198
Advances in ML for Security and Networks
- Jacek Krupski, Damian Rybicki, Waldemar Graniszewski, Marcin Iwanowski:
Deep Learning vs. Traditional Approaches to Malware Traffic Classification - A Comparative Study. 201-209 - Marcin Kuchczynski, Aleksandra Pawlicka, Marek Pawlicki, Michal Choras:
Using Machine Learning to Detect the Signs of Radicalization and Hate Speech on Twitter. 210-218 - Lukasz Nowak, Michal Panek, Ireneusz Jablonski:
Clutter-Type Classification of the Telco BTS Units with the Use of Limited Input Information. 219-229 - Pawel Zyblewski, Marek Pawlicki, Rafal Kozik, Michal Choras:
Cyber-Attack Detection from IoT Benchmark Considered as Data Streams. 230-239 - Jurii Ryabinin, Oleg Finko:
Some Principles of Building Steganographic Communication Networks. 240-251 - Sylwia Stachowiak, Miroslaw Kurkowski, Artur Sobon:
SAT-Based Cryptanalysis of Salsa20 Cipher. 252-266 - Piotr Kiedrowski, Lukasz Zabludowski, Beata Marciniak:
Smart Meters Reading Process Improvement by UAV Utilization. 267-275 - Lukasz Apiecionek:
Defuzzification Method Comparison in Real Data Packets Control Method for Network Protection. 276-283 - Mikolaj Komisarek, Marek Pawlicki, Piotr Sobonski, Aleksandra Pawlicka, Rafal Kozik, Michal Choras:
Extending Machine Learning-Based Intrusion Detection with the Imputation Method. 284-292
Progress in Advanced Computer Systems
- Andriy Luntovskyy, Tenshi Hara:
Green IT: Energy Efficient Constructions and Applications for Data Centers and Clusters. 295-309 - Mateusz Gruzewski, Marek Palkowski:
Implementation of Nussinov's RNA Folding Using the Kokkos Library. 310-317 - Larysa Globa, Rina Novogrudska, Maryna Popova, Bohdan Zadoienko, Junfeng Yu:
Ontology-Driven Approach to Research and Educational Organization Information Representation. 318-329 - Takuya Ogawa, Keiichi Endo, Hisayasu Kuroda, Shinya Kobayashi:
Analogy of the Degree of Interest in a News Article by Gaze Information. 330-338 - Yu Agusa, Keiichi Endo, Hisayasu Kuroda, Shinya Kobayashi:
Examination of Water Temperature Interpolation Method for Prediction. 339-350
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