Search Results - "Woźniak, Marcin"

Red fox optimization algorithm by Połap, Dawid, Woźniak, Marcin

“…Fox is very popular in various regions of the Globe, where representatives of this kind can be found in Europe, Asia, North America, and even in some arctic…”
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Driving support by type-2 fuzzy logic control model by Woźniak, Marcin, Zielonka, Adam, Sikora, Andrzej

“…Advanced models of Artificial Intelligence enable systems of IoT to work with great flexibility to the needs of users. In this article we present our developed…”
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Accurate Key Frame Extraction Algorithm of Video Action for Aerobics Online Teaching by Yan, Gong, Woźniak, Marcin

“…Due to the current video key frame extraction algorithm is affected by the lens conversion, the extraction accuracy is poor. For this reason, a precise…”
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A deep learning based four-fold approach to classify brain MRI: BTSCNet by Chaki, Jyotismita, Woźniak, Marcin

“…•Imaging techniques can be used to identify tumors from brain MRI.•The classification of brain tumors using Brain Tumor Segmentation and Classification Network…”
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Deep learning for neurodegenerative disorder (2016 to 2022): A systematic review by Chaki, Jyotismita, Woźniak, Marcin

“…A neurodegenerative disorder, such as Parkinson's, Alzheimer's, epilepsy, stroke, and others, is a type of disease in which central nervous system cells stop…”
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A union of deep learning and swarm-based optimization for 3D human action recognition by Basak, Hritam, Kundu, Rohit, Singh, Pawan Kumar, Ijaz, Muhammad Fazal, Woźniak, Marcin, Sarkar, Ram

“…Human Action Recognition (HAR) is a popular area of research in computer vision due to its wide range of applications such as surveillance, health care, and…”
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Advanced Computational Intelligence for Object Detection, Feature Extraction and Recognition in Smart Sensor Environments by Woźniak, Marcin

“…The recent years have seen a vast development in various methodologies for object detection and feature extraction and recognition, both in theory and in…”
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Neural network powered COVID-19 spread forecasting model by Wieczorek, Michał, Siłka, Jakub, Woźniak, Marcin

“…Virus spread prediction is very important to actively plan actions. Viruses are unfortunately not easy to control, since speed and reach of spread depends on…”
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Impact of Current Pulsation on BLDC Motor Parameters by Sikora, Andrzej, Woźniak, Marcin

“…BrushLess Direct-Current (BLDC) motors are characterized by high efficiency and reliability due to the fact that the BLDC motor does not require power to the…”
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Deep neural network correlation learning mechanism for CT brain tumor detection by Woźniak, Marcin, Siłka, Jakub, Wieczorek, Michał

“…Modern medical clinics support medical examinations with computer systems which use Computational Intelligence on the way to detect potential health problems…”
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A regional adaptive variational PDE model for computed tomography image reconstruction by Wei, Wei, Zhou, Bin, Połap, Dawid, Woźniak, Marcin

“…•Novel methodology based on adaptive variational model.•Reconstruction model works even with small number of images.•High efficiency for medical imaging.•Good…”
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Meta-heuristic as manager in federated learning approaches for image processing purposes by Połap, Dawid, Woźniak, Marcin

“…The new form of artificial intelligence training, i.e. federated learning, is becoming more popular in the last few years. It is an optimization problem that…”
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BiLSTM deep neural network model for imbalanced medical data of IoT systems by Woźniak, Marcin, Wieczorek, Michał, Siłka, Jakub

“…Health informatics is one of the most developed field in recent time. Computational Intelligence is among the most influential factors that may help to improve…”
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Accurate and fast URL phishing detector: A convolutional neural network approach by Wei, Wei, Ke, Qiao, Nowak, Jakub, Korytkowski, Marcin, Scherer, Rafał, Woźniak, Marcin

“…Along with the development of the Internet, methods of fraud and ways to obtain important data such as logins and passwords or personal sensitive data have…”
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Overview and methods of correlation filter algorithms in object tracking by Liu, Shuai, Liu, Dongye, Srivastava, Gautam, Połap, Dawid, Woźniak, Marcin

“…An important area of computer vision is real-time object tracking, which is now widely used in intelligent transportation and smart industry technologies…”
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A Sentiment Analysis Method for Big Social Online Multimodal Comments Based on Pre-trained Models by Wan, Jun, Woźniak, Marcin

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Denoising Aggregation of Graph Neural Networks by Using Principal Component Analysis by Dong, Wei, Wozniak, Marcin, Wu, Junsheng, Li, Weigang, Bai, Zongwen

“…To avoid the overfitting phenomenon that appeared in performing graph neural networks (GNNs) on test examples, the feature encoding scheme of GNNs usually…”
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Mathematical Model Simulation of Detailed Classification of Telemedicine Sensing Data by Chen, Haiying, Woźniak, Marcin

“…Medical and health field is a hot application field of wireless sensor networks. How to correctly refine and classify telemedicine sensor data is the research…”
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Image Enhancement-Based Detection with Small Infrared Targets by Liu, Shuai, Chen, Pengfei, Woźniak, Marcin

“…Today, target detection has an indispensable application in various fields. Infrared small-target detection, as a branch of target detection, can improve the…”
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A hybridization of distributed policy and heuristic augmentation for improving federated learning approach by Połap, Dawid, Woźniak, Marcin

“…Modifying the existing models of classifiers’ operation is primarily aimed at increasing the effectiveness as well as minimizing the training time. An…”
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