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CORES/IP&C 2023: Wrocław, Poland
- Robert Burduk, Michal Choras, Rafal Kozik, Pawel Ksieniewicz, Tomasz Marciniak, Pawel Trajdos:
Progress on Pattern Classification, Image Processing and Communications - Proceedings of the CORES and IP&C Conferences 2023, Wrocław, Poland. Lecture Notes in Networks and Systems 766, Springer 2023, ISBN 978-3-031-41629-3
Advanced Data Analysis and Machine Learning
- Mariusz Flasinski, Janusz Jurek:
A Novel Approach of Multi-string Parsing for Syntactic Pattern Recognition. 3-13 - Weronika Borek-Marciniec
, Pawel Ksieniewicz
Hollow n-grams Vectorizer for Natural Language Processing Problems. 15-22 - Pawel Niedziólka
A Non-deep Approach to Classifying Movie Genres Based on Multimodal Data. 23-33 - Karol Wojtachnia
Incremental Extreme Learning Machine for Binary Data Stream Classification. 35-44 - Marek Pawlicki, Aleksandra Pawlicka, Mscislaw Srutek, Rafal Kozik, Michal Choras:
Interpreting Intrusions - The Role of Explainability in AI-Based Intrusion Detection Systems. 45-53 - Kamil Szostek
Real-Time Deformation of Three-Dimensional Volumetric Models Using Mesh Models. 55-62 - Tobiasz Puslecki
Hyperparameters Optimization Using GridSearchCV Method for TinyML Models. 63-69 - Joanna Komorniczak
Analysis of the Possibility to Employ Relationship Between the Problem Complexity and the Classification Quality as Model Optimization Proxy. 71-82
Image Processing
- Piotr Garbat
Deep Learning for Pit Detection in Cherries. 85-92 - Piotr Garbat
Image Analysis System for Augmented Reality Games. 93-100 - Mikolaj Najda
Coregistration of Selected Sequences in MRI Imaging Based on Edge Analysis of Image Difference. 101-109 - Guan-Yi He, Chi-Ping Su, Chung-Shuo Chen, Yao-Sung Hsiang, Wei-Huan Hu, Shin-Jye Lee
Actinic Keratosis Prediction Based on Deep Learning Methods. 111-120 - Marcin Kociolek, Antonio Cardone:
A New Assessment of Convolutional Neural Networks for Texture Directionality Detection. 121-131 - Patrick John Ramos
Knowledge Distillation with Relative Representations for Image Representation Learning. 133-143 - Mahmoud Nasr
An Approach for CT Image Conversion Using Filtering Based on Quaternion Mathematics. 145-156 - Ryan Ramos
Exploring Text-Guided Synthetic Distribution Shifts for Robust Image Classification. 157-165
Artificial Intelligence: Various Applications and Problems
- Rafal Chrobak, Sebastián García Galán
Color Tracking Application Using AI-Based Docker Container Scheduling in Fog Computing. 169-183 - Janusz Bobulski, Sabina Szymoniak
Air Pollution Monitoring and Information Distribution System. 185-192 - Weronika Jakubowska
Detection of Conspiracy Theories from Tweets Using NLI-Based Zero Shot Text Classification Models. 193-200 - Pawel Parczyk
Battery Management System for Polish Hybrid Residential Photovoltaic Power Plants. 201-209 - Marta Gackowska, Gracjan Katek
Document Annotation Tool for News Content Analysis. 211-217 - Pawel Trajdos
Dynamic Time Warping Technique Applied to the User's Intent Recognition for Myoelectric-Based Control of Upper Limb Prosthesis. 219-231 - Bo-Xiang Huang
A Hybrid Long Short-Term Memory Network Based on Wind and Rain Sensitive and Its Application to PM2.5 Prediction. 233-243
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