Marcin Wozniak

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 221

Top Venues

Publications

Andrzej Sikora, Adam Zielonka, Muhammad Fazal Ijaz, Marcin Wozniak
Digital Twin Heuristic Positioning of Insulation in Multimodal Electric Systems. IEEE Trans. Consumer Electron. 70 (1) (2024)
Marcin Wozniak, Józef Szczotka, Andrzej Sikora, Adam Zielonka
Fuzzy logic type-2 intelligent moisture control system. Expert Syst. Appl. 238 (Part A) (2024)
Qingsen Yan, Haishen Wang, Yifan Ma, Yuhang Liu, Wei Dong, Marcin Wozniak, Yanning Zhang
Uncertainty estimation in HDR imaging with Bayesian neural networks. Pattern Recognit. 156 (2024)
Jyotismita Chaki, Marcin Wozniak
Deep Learning and Artificial Intelligence in Action (2019-2023): A Review on Brain Stroke Detection, Diagnosis, and Intelligent Post-Stroke Rehabilitation Management. IEEE Access 12 (2024)
Parvathaneni Naga Srinivasu, Muhammad Fazal Ijaz, Marcin Wozniak
XAI-driven model for crop recommender system for use in precision agriculture. Comput. Intell. 40 (1) (2024)
Kai Fang, Wei Wang, Marcin Wozniak, Qingchen Zhang, Keping Yu, Junxin Chen, Amr Tolba, Leo Yu Zhang
Guest Editorial AI-Empowered Internet of Things for Data-Driven Psychophysiological Computing and Patient Monitoring. IEEE J. Biomed. Health Informatics 28 (5) (2024)
Adam Zielonka, Andrzej Sikora, Marcin Wozniak
Fuzzy rules intelligent car real-time diagnostic system. Eng. Appl. Artif. Intell. 135 (2024)
Pranav Nair, Vinay Vakharia, Milind Shah, Yogesh Kumar, Marcin Wozniak, Jana Shafi, Muhammad Fazal Ijaz
AI-Driven Digital Twin Model for Reliable Lithium-Ion Battery Discharge Capacity Predictions. Int. J. Intell. Syst. 2024 (2024)
Qiao Ke, Xinhui Jing, Marcin Wozniak, Shuang Xu, Yunji Liang, Jiangbin Zheng
APGVAE: Adaptive disentangled representation learning with the graph-based structure information. Inf. Sci. 657 (2024)
Qingsen Yan, Axi Niu, Chaoqun Wang, Wei Dong, Marcin Wozniak, Yanning Zhang
KGSR: A kernel guided network for real-world blind super-resolution. Pattern Recognit. 147 (2024)
Linshu Chen, Tao Li, Yuxiang Chen, Xiaoyan Chen, Marcin Wozniak, Neal Xiong, Wei Liang
Design and analysis of quantum machine learning: a survey. Connect. Sci. 36 (1) (2024)
Varun Dogra, Sahil Verma, Kavita, Marcin Wozniak, Jana Shafi, Muhammad Fazal Ijaz
Shortcut Learning Explanations for Deep Natural Language Processing: A Survey on Dataset Biases. IEEE Access 12 (2024)
Xiaobao Yang, Yang Yang, Sugang Ma, Zhijie Li, Wei Dong, Marcin Wozniak
SAMT-generator: A second-attention for image captioning based on multi-stage transformer network. Neurocomputing 593 (2024)
G. V. Eswara Rao, Rajitha Bakthula, Parvathaneni Naga Srinivasu, Muhammad Fazal Ijaz, Marcin Wozniak
Hybrid framework for respiratory lung diseases detection based on classical CNN and quantum classifiers from chest X-rays. Biomed. Signal Process. Control. 88 (Part B) (2024)
Marcin Wozniak
From dawn to dusk: daily fluctuations in pedestrian traffic in the city center. Simul. 100 (3) (2024)
Yaoqi Hu, Axi Niu, Jinqiu Sun, Yu Zhu, Qingsen Yan, Wei Dong, Marcin Wozniak, Yanning Zhang
Dynamic center point learning for multiple object tracking under Severe occlusions. Knowl. Based Syst. 300 (2024)
Wei Feng, Jing Zhang, Yao Chen, Zhentao Qin, Yushu Zhang, Musheer Ahmad, Marcin Wozniak
Exploiting robust quadratic polynomial hyperchaotic map and pixel fusion strategy for efficient image encryption. Expert Syst. Appl. 246 (2024)
Hongmin Li, Shuqi Yu, Wei Feng, Yao Chen, Jing Zhang, Zhentao Qin, Zhengguo Zhu, Marcin Wozniak
Exploiting Dynamic Vector-Level Operations and a 2D-Enhanced Logistic Modular Map for Efficient Chaotic Image Encryption. Entropy 25 (8) (2023)
Marcin Wozniak, Michal Dziecielski
Should I Turn or Should I Go? Simulation of Pedestrian Behaviour in an Urban Environment. J. Simulation 17 (4) (2023)
Bhavithra Janakiraman, Sathiyapriya Shanmugam, Rocío Pérez de Prado, Marcin Wozniak
3D Road Lane Classification with Improved Texture Patterns and Optimized Deep Classifier. Sensors 23 (11) (2023)
Adam Zielonka, Andrzej Sikora, Marcin Wozniak
Trust Mechanism Fuzzy Rules Intelligent Car Real-Time Diagnostic System. FUZZ (2023)
Marcin Wozniak, Michal Wieczorek, Jakub Silka
BiLSTM deep neural network model for imbalanced medical data of IoT systems. Future Gener. Comput. Syst. 141 (2023)
Wei Wei, Qiao Ke, Dawid Polap, Marcin Wozniak
Spline Interpolation and Deep Neural Networks as Feature Extractors for Signature Verification Purposes. IEEE Internet Things J. 10 (3) (2023)
G. S. Nijaguna, N. Dayananda Lal, Parameshachari Bidare Divakarachari, Rocío Pérez de Prado, Marcin Wozniak, Raj Kumar Patra
Feature Selection Using Selective Opposition Based Artificial Rabbits Optimization for Arrhythmia Classification on Internet of Medical Things Environment. IEEE Access 11 (2023)
Jyotismita Chaki, Marcin Wozniak
A deep learning based four-fold approach to classify brain MRI: BTSCNet. Biomed. Signal Process. Control. 85 (2023)
Marcin Wozniak, Jakub Silka, Michal Wieczorek
Deep neural network correlation learning mechanism for CT brain tumor detection. Neural Comput. Appl. 35 (20) (2023)
Michal Wieczorek, Jakub Silka, Martyna Kobielnik, Marcin Wozniak
Semantic Segmentation Neural Network in Automatic Weapon Detection. ICAISC (2) (2023)
Wei Wei, Qiao Ke, Adam Zielonka, Mariusz Pleszczynski, Marcin Wozniak
Vehicle Parking Navigation Based on Edge Computing With Diffusion Model and Information Potential Field. IEEE Trans. Serv. Comput. 16 (5) (2023)
Jyotismita Chaki, Marcin Wozniak
Deep learning for neurodegenerative disorder (2016 to 2022): A systematic review. Biomed. Signal Process. Control. 80 (Part) (2023)
Wei Dong, Marcin Wozniak, Junsheng Wu, Weigang Li, Zongwen Bai
Denoising Aggregation of Graph Neural Networks by Using Principal Component Analysis. IEEE Trans. Ind. Informatics 19 (3) (2023)
Jyotismita Chaki, Marcin Wozniak
Brain Tumor Categorization and Retrieval Using Deep Brain Incep Res Architecture Based Reinforcement Learning Network. IEEE Access 11 (2023)
Jian-zhao Sun, Kun Yang, Marcin Wozniak
Nonlinear dimensionality reduction method of scheduling frequent information in wireless networks based on multilevel mapping. Wirel. Networks 29 (7) (2023)
Wojciech Silka, Michal Wieczorek, Jakub Silka, Marcin Wozniak
Malaria Detection Using Advanced Deep Learning Architecture. Sensors 23 (3) (2023)
Mateusz Zaborski, Marcin Wozniak, Jacek Mandziuk
Multidimensional Red Fox meta-heuristic for complex optimization. Appl. Soft Comput. 131 (2022)
Michal Dziecielski, Marcin Wozniak
Agent-based simulation of pedestrian movement: a gradient method with an amplification parameter. Int. J. Simul. Process. Model. 18 (3) (2022)
Dawid Polap, Marcin Wozniak, Waldemar Holubowski, Robertas Damasevicius
A heuristic approach to the hyperparameters in training spiking neural networks using spike-timing-dependent plasticity. Neural Comput. Appl. 34 (16) (2022)
Mohit Mittal, Martyna Kobielnik, Swadha Gupta, Xiaochun Cheng, Marcin Wozniak
An efficient quality of services based wireless sensor network for anomaly detection using soft computing approaches. J. Cloud Comput. 11 (2022)
Jakub Silka, Michal Wieczorek, Marcin Wozniak
Recurrent neural network model for high-speed train vibration prediction from time series. Neural Comput. Appl. 34 (16) (2022)
Shivani Wadhwa, Shalli Rani, Kavita, Sahil Verma, Jana Shafi, Marcin Wozniak
Energy Efficient Consensus Approach of Blockchain for IoT Networks with Edge Computing. Sensors 22 (10) (2022)
Christophe Magloire Lessouga Etoundi, Jean De Dieu Nkapkop, Nestor Tsafack, Joseph Mvogo Ngono, Pierre Ele, Marcin Wozniak, Jana Shafi, Muhammad Fazal Ijaz
A Novel Compound-Coupled Hyperchaotic Map for Image Encryption. Symmetry 14 (3) (2022)
Jingya Zheng, Marcin Wozniak
Design of Quick Search Method for Key Feature Images in Mobile Networks. Mob. Networks Appl. 27 (6) (2022)
Gong Yan, Marcin Wozniak
Accurate Key Frame Extraction Algorithm of Video Action for Aerobics Online Teaching. Mob. Networks Appl. 27 (3) (2022)
Alan Popiel, Marcin Wozniak
Feature reduction for simplified handwritten digit classification model. SSCI (2022)
Alan Popiel, Marcin Wozniak
Algorithm for Solving Optimal Placement of Routers in Mines. ICAISC (2) (2022)
Marcin Wozniak, Michal Wieczorek, Jakub Silka
Deep neural network with transfer learning in remote object detection from drone. DroneCom@MobiCom (2022)
Marcin Wozniak
Dynamics of Pedestrians' Flows During Daytime. ESSA (2022)
Gobi Natesan, Srinivas Konda, Rocío Pérez de Prado, Marcin Wozniak
A Hybrid Mayfly-Aquila Optimization Algorithm Based Energy-Efficient Clustering Routing Protocol for Wireless Sensor Networks. Sensors 22 (17) (2022)
Mohit Kumar, Priya Mukherjee, Sahil Verma, Kavita, Maninder Kaur, Saurabh Singh, Martyna Kobielnik, Marcin Wozniak, Jana Shafi, Muhammad Fazal Ijaz
BBNSF: Blockchain-Based Novel Secure Framework Using RP2-RSA and ASR-ANN Technique for IoT Enabled Healthcare Systems. Sensors 22 (23) (2022)
Andrzej Sikora, Adam Zielonka, Marcin Wozniak
Minimization of Energy Losses in the BLDC Motor for Improved Control and Power Supply of the System under Static Load. Sensors 22 (3) (2022)
Jing-Shu Sun, Teng Zhu, Marcin Wozniak
Intelligent spacing selection model under energy-saving constraints for the selection of communication nodes in the Internet of Things. Mob. Networks Appl. 27 (2) (2022)
Jakub Silka, Michal Wieczorek, Martyna Kobielnik, Marcin Wozniak
BiLSTM Deep Learning Model for Heart Problems Detection. ICAISC (1) (2022)
Pooja Rani, Kavita, Sahil Verma, Navneet Kaur, Marcin Wozniak, Jana Shafi, Muhammad Fazal Ijaz
Robust and Secure Data Transmission Using Artificial Intelligence Techniques in Ad-Hoc Networks. Sensors 22 (1) (2022)
Yuan Liang, Marcin Wozniak
Virtual Reconstruction System of Building Spatial Structure Based on Laser 3D Scanning under Multivariate Big Data Fusion. Mob. Networks Appl. 27 (2) (2022)
Nihar Ranjan Pradhan, Akhilendra Pratap Singh, Sahil Verma, Kavita, Navneet Kaur, Diptendu Sinha Roy, Jana Shafi, Marcin Wozniak, Muhammad Fazal Ijaz
A Novel Blockchain-Based Healthcare System Design and Performance Benchmarking on a Multi-Hosted Testbed. Sensors 22 (9) (2022)
Michal Wieczorek, Jakub Silka, Marcin Wozniak, Sahil Garg, Mohammad Mehedi Hassan
Lightweight Convolutional Neural Network Model for Human Face Detection in Risk Situations. IEEE Trans. Ind. Informatics 18 (7) (2022)
Sasikumar Gurumoorthy, Parimella Subhash, Rocío Pérez de Prado, Marcin Wozniak
Optimal Cluster Head Selection in WSN with Convolutional Neural Network-Based Energy Level Prediction. Sensors 22 (24) (2022)
Dawid Polap, Marcin Wozniak
A hybridization of distributed policy and heuristic augmentation for improving federated learning approach. Neural Networks 146 (2022)
Marcin Wozniak, Andrzej Sikora, Adam Zielonka, Kuljeet Kaur, M. Shamim Hossain, Mohammad Shorfuzzaman
Heuristic Optimization of Multipulse Rectifier for Reduced Energy Consumption. IEEE Trans. Ind. Informatics 18 (8) (2022)
Marcin Wozniak, Adam Zielonka, Andrzej Sikora
Driving support by type-2 fuzzy logic control model. Expert Syst. Appl. 207 (2022)
Binbin Yong, Wei Wei, Kuan-Ching Li, Jun Shen, Qingguo Zhou, Marcin Wozniak, Dawid Polap, Robertas Damasevicius
Ensemble machine learning approaches for webshell detection in Internet of things environments. Trans. Emerg. Telecommun. Technol. 33 (6) (2022)
Qiao Ke, Jakub Silka, Michal Wieczorek, Zongwen Bai, Marcin Wozniak
Deep Neural Network Heuristic Hierarchization for Cooperative Intelligent Transportation Fleet Management. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Wei Dong, Junsheng Wu, Xinwan Zhang, Zongwen Bai, Peng Wang, Marcin Wozniak
Improving performance and efficiency of Graph Neural Networks by injective aggregation. Knowl. Based Syst. 254 (2022)
Deepak Garg, Shalli Rani, Norbert Herencsar, Sahil Verma, Marcin Wozniak, Muhammad Fazal Ijaz
Hybrid Technique for Cyber-Physical Security in Cloud-Based Smart Industries. Sensors 22 (12) (2022)
Xiangbin Liu, Shuqi Chen, Liping Song, Marcin Wozniak, Shuai Liu
Self-attention negative feedback network for real-time image super-resolution. J. King Saud Univ. Comput. Inf. Sci. 34 (8 Part B) (2022)
Salil Bharany, Kiranbir Kaur, Sumit Badotra, Shalli Rani, Kavita, Marcin Wozniak, Jana Shafi, Muhammad Fazal Ijaz
Efficient Middleware for the Portability of PaaS Services Consuming Applications among Heterogeneous Clouds. Sensors 22 (13) (2022)
Sonali Dash, Sahil Verma, Kavita, Savitri Bevinakoppa, Marcin Wozniak, Jana Shafi, Muhammad Fazal Ijaz
Guidance Image-Based Enhanced Matched Filter with Modified Thresholding for Blood Vessel Extraction. Symmetry 14 (2) (2022)
Md Shahnoor Amin, Marcin Wozniak, Lidija Barbaric, Shanel Pickard, Rahul S. Yerrabelli, Anton Christensen, Olivia C. Coiado
Experimental Technologies in the Diagnosis and Treatment of COVID-19 in Patients with Comorbidities. J. Heal. Informatics Res. 6 (1) (2022)
Shuai Liu, Pengfei Chen, Marcin Wozniak
Image Enhancement-Based Detection with Small Infrared Targets. Remote. Sens. 14 (13) (2022)
Parvathaneni Naga Srinivasu, Muhammad Fazal Ijaz, Jana Shafi, Marcin Wozniak, Sujatha Radhakrishnan
6G Driven Fast Computational Networking Framework for Healthcare Applications. IEEE Access 10 (2022)
Wei Li, Marcin Wozniak
A hole filling and optimization algorithm of remote sensing image based on bilateral filtering. Mob. Networks Appl. 27 (2) (2022)
Mariusz Pleszczynski, Adam Zielonka, Marcin Wozniak
Application of Nature-Inspired Algorithms to Computed Tomography with Incomplete Data. Symmetry 14 (11) (2022)
Marcin Wozniak, Michal Wieczorek, Jakub Silka, Dawid Polap
Body Pose Prediction Based on Motion Sensor Data and Recurrent Neural Network. IEEE Trans. Ind. Informatics 17 (3) (2021)
Andrzej Sikora, Marcin Wozniak
Impact of Current Pulsation on BLDC Motor Parameters. Sensors 21 (2) (2021)
Dawid Polap, Marcin Wozniak
Meta-heuristic as manager in federated learning approaches for image processing purposes. Appl. Soft Comput. 113 (Part) (2021)
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)
Shaifali Chauhan, Mohit Mittal, Marcin Wozniak, Swadha Gupta, Rocío Pérez de Prado
A Technology Acceptance Model-Based Analytics for Online Mobile Games Using Machine Learning Techniques. Symmetry 13 (8) (2021)
Dawid Polap, Marcin Wozniak
Image features extractor based on hybridization of fuzzy controller and meta-heuristic. FUZZ-IEEE (2021)
Ling-Li Guo, Marcin Wozniak
An Image Super-Resolution Reconstruction Method with Single Frame Character Based on Wavelet Neural Network in Internet of Things. Mob. Networks Appl. 26 (1) (2021)
Rukhshanda Hussain, Yash Karbhari, Muhammad Fazal Ijaz, Marcin Wozniak, Pawan Kumar Singh, Ram Sarkar
Revise-Net: Exploiting Reverse Attention Mechanism for Salient Object Detection. Remote. Sens. 13 (23) (2021)
Marcin Wozniak, Jakub Silka, Michal Wieczorek
Deep learning based crowd counting model for drone assisted systems. DroneCom@MobiCom (2021)
Dawid Polap, Marcin Wozniak, Jacek Mandziuk
Meta-heuristic Algorithm As Feature Selector For Convolutional Neural Networks. CEC (2021)
Marcin Wozniak, Jakub Silka, Michal Wieczorek, Mubarak Alrashoud
Recurrent Neural Network Model for IoT and Networking Malware Threat Detection. IEEE Trans. Ind. Informatics 17 (8) (2021)
Ya-zhi Yang, Yong Zhong, Marcin Wozniak
Improvement of Adaptive Learning Service Recommendation Algorithm Based on Big Data. Mob. Networks Appl. 26 (5) (2021)
Mariusz Pleszczynski, Adam Zielonka, Dawid Polap, Marcin Wozniak, Jacek Mandziuk
Polar Bear Optimization For Industrial Computed Tomography With Incomplete Data. CEC (2021)
Adam Zielonka, Andrzej Sikora, Marcin Wozniak, Wei Wei, Qiao Ke, Zongwen Bai
Intelligent Internet of Things System for Smart Home Optimal Convection. IEEE Trans. Ind. Informatics 17 (6) (2021)
Faisal Mehmood Shah, Zohaib Mehmood Shah, Sarmad Maqsood, Robertas Damasevicius, Muhammad Ali Shahzad, Michal Wieczorek, Marcin Wozniak
Architecture Monitoring and Reliability Estimation Based on DIP Technology. ICAISC (2) (2021)
Wei Dong, Junsheng Wu, Zongwen Bai, Yaoqi Hu, Weigang Li, Wei Qiao, Marcin Wozniak
MobileGCN applied to low-dimensional node feature learning. Pattern Recognit. 112 (2021)
Nidhi Kundu, Geeta Rani, Vijaypal Singh Dhaka, Kalpit Gupta, Siddaiah Chandra Nayak, Sahil Verma, Muhammad Fazal Ijaz, Marcin Wozniak
IoT and Interpretable Machine Learning Based Framework for Disease Prediction in Pearl Millet. Sensors 21 (16) (2021)
Zengguo Sun, Hui Geng, Zheng Lu, Rafal Scherer, Marcin Wozniak
Review of Road Segmentation for SAR Images. Remote. Sens. 13 (5) (2021)
Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin, Marcin Wozniak
Federated Learning Model with Augmentation and Samples Exchange Mechanism. ICAISC (1) (2021)
Gopal Ghosh, Kavita, Divya Anand, Sahil Verma, Danda B. Rawat, Jana Shafi, Zbigniew Marszalek, Marcin Wozniak
Secure Surveillance Systems Using Partial-Regeneration-Based Non-Dominated Optimization and 5D-Chaotic Map. Symmetry 13 (8) (2021)
Appasamy Sumathi, Muthuramalingam Akila, Rocío Pérez de Prado, Marcin Wozniak, Parameshachari Bidare Divakarachari
Dynamic Bargain Game Theory in the Internet of Things for Data Trustworthiness. Sensors 21 (22) (2021)
Karam Kumar Sahoo, Ishan Dutta, Muhammad Fazal Ijaz, Marcin Wozniak, Pawan Kumar Singh
TLEFuzzyNet: Fuzzy Rank-Based Ensemble of Transfer Learning Models for Emotion Recognition From Human Speeches. IEEE Access 9 (2021)
Adam Zielonka, Marcin Wozniak, Sahil Garg, Georges Kaddoum, Md. Jalil Piran, Ghulam Muhammad
Smart Homes: How Much Will They Support Us? A Research on Recent Trends and Advances. IEEE Access 9 (2021)
Andrzej Sikora, Adam Zielonka, Marcin Wozniak
Heuristic Optimization Of 18-pulse Rectifier System. CEC (2021)
Sarmad Maqsood, Robertas Damasevicius, Jakub Silka, Marcin Wozniak
Multimodal Image Fusion Method Based on Multiscale Image Matting. ICAISC (2) (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)
Zongwen Bai, Ying Li, Marcin Wozniak, Meili Zhou, Di Li
DecomVQANet: Decomposing visual question answering deep network via tensor decomposition and regression. Pattern Recognit. 110 (2021)

Marcin Wozniak.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Marcin Wozniak