Progress on Pattern Classification, Image Processing and Communications

A novel approach of multi-string parsing for syntactic pattern recognition.- Hollow n-grams vectorizer for Natural Language Processing problems.- A non-deep approach to classifying movie genres based on multimodal data.- Incremental Extreme Learning Machine for Binary Data Stream Classification.- Interpreting Intrusions - The Role of Explainability in AI-based Intrusion Detection System.- Real-time deformation of three-dimensional volumetric models using mesh models.- Hyperparameters Optimization using GridSearchCV Method for TinyML models.- Analysis of the Possibility to Employ Relationship Between the Problem Complexity and the Classification Quality as Model Optimization Proxy.- Deep Learning for pit detection in cherries.- Image analysis system for augmented reality games.- Coregistration of selected sequences in MRI imaging based on edge analysis of image difference.- Actinic Keratosis Prediction Basedon Deep Learning Methods.- A New Assessment of Convolutional Neural Networks for Texture Directionality Detection.- Knowledge Distillation with Relative Representations for Image Representation Learning.- An Approach for CT Image Conversion Using Filtering Based on Quaternion Mathematics.- Exploring Text-Guided Synthetic Distribution Shifts for Robust Image Classification.- Color Tracking Application Using AI-based Docker Container Scheduling in Fog Computing.- Air pollution monitoring and information distribution system.- Detection of conspiracy theories from tweets using NLI-based Zero ShotText Classification models.- Battery management system for Polish hybrid residential photovoltaic power plants.- Document Annotation Tool For News Content Analysis.- Dynamic time warping technique applied to the user's intent recognition for myoelectric-based control of upper limb prosthesis.- A Hybrid Long Short-Term Memory Network Based on Wind and Rain Sensitive and its Application to PM2.5 Prediction.