Marcin Wozniak

284 papers B 14C 7Misc 2Journal 165Unranked 85
YearRankTypeTitle / Venue / Authors
2026 — conf
Graph-Based Pixel Representation Using GCN for Semantic Face Segmentation.
ICAART (1)
Agnieszka Polowczyk, Alicja Polowczyk, Marcin Wozniak, Michal Wieczorek
2026 J jnl
Mental illness text classification based on Late Fusion combining BERT with Apriori-informed Graph Attention Network.
Comput. Stand. Interfaces
Alicja Polowczyk, Agnieszka Polowczyk, Marcin Wozniak
2026 J jnl
Transformer based neural network for intelligent classification of selected animals organs.
Neural Comput. Appl.
Michal Wieczorek, Natalia Wojtas, Marcin Wozniak, Aleksandra Krawczyk, Karol Rycerz
2025 B conf
3D Point Cloud Classification Using Graph Convolutional Network with Multi-Scale Pooling.
DSAA
Alicja Polowczyk, Agnieszka Polowczyk, Antoni Jaszcz, Marcin Wozniak, Dawid Polap
2025 — conf
A Centralized Federated Learning Framework with Security Aspects Against Byzantine and Sybil Attacks.
ICAISC (1)
Antoni Jaszcz, Marcin Wozniak, Mariusz Pleszczynski, Adam Zielonka
2025 B conf
Atrous-CNN with Hierarchical-Based Training Strategy Approach for Decentralized Tasks.
DSAA
Antoni Jaszcz, Agnieszka Polowczyk, Alicja Polowczyk, Katarzyna Wiltos, Dawid Polap, Marcin Wozniak
2025 J jnl
CLIP-guided continual novel class discovery.
Knowl. Based Syst.
Qingsen Yan, Yiting Yang, Yutong Dai, Xing Zhang, Katarzyna Wiltos, Marcin Wozniak, Wei Dong, Yanning Zhang
2025 — conf
Dynamic Fuzzy-Based Cost Assignment Module for a Reinforced Nested Segmentation Model in Industrial Fault Identification.
FUZZ
Katarzyna Prokop, Marcin Wozniak, Dawid Polap, Michal Wieczorek
2025 — conf
Graph Neural Network via Dynamic Weights and LSTM with Attention for Traffic Forecasting.
ANT/EDI40
Agnieszka Polowczyk, Alicja Polowczyk, Marcin Wozniak
2025 B conf
Hybrid Federated Learning Framework with Client - Tailored Attentive Feature Extractor for Agricultural Health Monitoring.
DSAA
Antoni Jaszcz, Agnieszka Polowczyk, Alicja Polowczyk, Katarzyna Wiltos, Dawid Polap, Marcin Wozniak
2025 J jnl
Land Cover Classification for Identifying the Agriculture Fields Using Versions of YOLO V8.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Rohan Vaghela, Darsh Vaishnani, Parvathaneni Naga Srinivasu, Yashvi Popat, Jigar Sarda, Marcin Wozniak, Muhammad Fazal Ijaz
2025 — conf
Navigating the Night: An Agent-Based Model of Nighttime Pedestrian Behaviour.
AGILE Conference
Gabriele Filomena, Marcin Wozniak
2025 J jnl
PCDPose: enhancing the lightweight 2D human pose estimation model with pose-enhancing attention and context broadcasting.
Pattern Anal. Appl.
Zhenyuan Tian, Weina Fu, Marcin Wozniak, Shuai Liu
2025 B conf
RSAM-UNETR: Transformers for Road Segmentation for self driving cars using Residual Spatial Attention Module.
IJCNN
Alicja Polowczyk, Agnieszka Polowczyk, Marcin Wozniak
2025 B conf
SUNet: A Semantic-Driven Framework for Universal Image Enhancement.
IJCNN
Zhijie Li, Yingjie Zhang, Chaoqun Wang, Yuan Sun, Dawei Yan, Tianyu Wang, Ghulam Mohiuddin, Marcin Wozniak, Wei Dong
2025 — conf
Segmented Medical Image Classification with Deep Convolutional Neural Networks Architectures for WBC Detection.
ICAISC (2)
Katarzyna Wiltos, Agnieszka Polowczyk, Alicja Polowczyk, Marcin Wozniak, Michal Wieczorek
2024 J jnl
A Robust Deep Learning Framework Based on Spectrograms for Heart Sound Classification.
IEEE Trans. Comput. Biol. Bioinform.
Junxin Chen, Zhihuan Guo, Xu Xu, Li-bo Zhang, Yue Teng, Yongyong Chen, Marcin Wozniak, Wei Wang
2024 J jnl
A Sentiment Analysis Method for Big Social Online Multimodal Comments Based on Pre-trained Models.
Mob. Networks Appl.
Jun Wan, Marcin Wozniak
2024 J jnl
AI-Driven Digital Twin Model for Reliable Lithium-Ion Battery Discharge Capacity Predictions.
Int. J. Intell. Syst.
Pranav Nair, Vinay Vakharia, Milind Shah, Yogesh Kumar, Marcin Wozniak, Jana Shafi, Muhammad Fazal Ijaz
2024 J jnl
APGVAE: Adaptive disentangled representation learning with the graph-based structure information.
Inf. Sci.
Qiao Ke, Xinhui Jing, Marcin Wozniak, Shuang Xu, Yunji Liang, Jiangbin Zheng
2024 J jnl
Deep Learning and Artificial Intelligence in Action (2019-2023): A Review on Brain Stroke Detection, Diagnosis, and Intelligent Post-Stroke Rehabilitation Management.
IEEE Access
Jyotismita Chaki, Marcin Wozniak
2024 J jnl
Design and analysis of quantum machine learning: a survey.
Connect. Sci.
Linshu Chen, Tao Li, Yuxiang Chen, Xiaoyan Chen, Marcin Wozniak, Neal Xiong, Wei Liang
2024 J jnl
Digital Twin Heuristic Positioning of Insulation in Multimodal Electric Systems.
IEEE Trans. Consumer Electron.
Andrzej Sikora, Adam Zielonka, Muhammad Fazal Ijaz, Marcin Wozniak
2024 J jnl
Dynamic center point learning for multiple object tracking under Severe occlusions.
Knowl. Based Syst.
Yaoqi Hu, Axi Niu, Jinqiu Sun, Yu Zhu, Qingsen Yan, Wei Dong, Marcin Wozniak, Yanning Zhang
2024 — conf
Explainable Cubic Attention-Based Autoencoder for Skin Cancer Classification.
ICAISC (3)
Inzamam Mashood Nasir, Sara Tehsin, Robertas Damasevicius, Adam Zielonka, Marcin Wozniak
2024 J jnl
Exploiting robust quadratic polynomial hyperchaotic map and pixel fusion strategy for efficient image encryption.
Expert Syst. Appl.
Wei Feng, Jing Zhang, Yao Chen, Zhentao Qin, Yushu Zhang, Musheer Ahmad, Marcin Wozniak
2024 J jnl
From dawn to dusk: daily fluctuations in pedestrian traffic in the city center.
Simul.
Marcin Wozniak
2024 J jnl
Fuzzy logic type-2 intelligent moisture control system.
Expert Syst. Appl.
Marcin Wozniak, Józef Szczotka, Andrzej Sikora, Adam Zielonka
2024 J jnl
Fuzzy rules intelligent car real-time diagnostic system.
Eng. Appl. Artif. Intell.
Adam Zielonka, Andrzej Sikora, Marcin Wozniak
2024 J jnl
Guest Editorial AI-Empowered Internet of Things for Data-Driven Psychophysiological Computing and Patient Monitoring.
IEEE J. Biomed. Health Informatics
Kai Fang, Wei Wang, Marcin Wozniak, Qingchen Zhang, Keping Yu, Junxin Chen, Amr Tolba, Leo Yu Zhang
2024 J jnl
Hybrid framework for respiratory lung diseases detection based on classical CNN and quantum classifiers from chest X-rays.
Biomed. Signal Process. Control.
G. V. Eswara Rao, Rajitha Bakthula, Parvathaneni Naga Srinivasu, Muhammad Fazal Ijaz, Marcin Wozniak
2024 J jnl
KGSR: A kernel guided network for real-world blind super-resolution.
Pattern Recognit.
Qingsen Yan, Axi Niu, Chaoqun Wang, Wei Dong, Marcin Wozniak, Yanning Zhang
2024 — ed.
Proceedings of 29th International Conference Information Society and University Studies, Kaunas, Lithuania, May 17, 2024.
IVUS
Ilona Veitaite, Audrius Lopata, Tomas Krilavicius, Marcin Wozniak
2024 — ed.
Proceedings of the 27th International Conference on Information Society and University Studies (IVUS 2022), Kaunas, Lithuania, May 12, 2022.
IVUS
Tomas Krilavicius, Audrius Lopata, Ilona Veitaite, Marcin Wozniak, Christian Napoli, Danguole Kalinauskaite
2024 J jnl
SAMT-generator: A second-attention for image captioning based on multi-stage transformer network.
Neurocomputing
Xiaobao Yang, Yang Yang, Sugang Ma, Zhijie Li, Wei Dong, Marcin Wozniak
2024 J jnl
Shortcut Learning Explanations for Deep Natural Language Processing: A Survey on Dataset Biases.
IEEE Access
Varun Dogra, Sahil Verma, Kavita, Marcin Wozniak, Jana Shafi, Muhammad Fazal Ijaz
2024 — conf
Swarm Optimization for Enhanced Random Forest-Based IoT Security.
ICAISC (3)
Jakub Silka, Michal Wieczorek, Katarzyna Wiltos, Marcin Wozniak
2024 — conf
Transformer Based Semantic Segmentation Network for Medical Imaging Application.
ICAISC (2)
Michal Wieczorek, Jakub Silka, Katarzyna Wiltos, Marcin Wozniak
2024 J jnl
Uncertainty estimation in HDR imaging with Bayesian neural networks.
Pattern Recognit.
Qingsen Yan, Haishen Wang, Yifan Ma, Yuhang Liu, Wei Dong, Marcin Wozniak, Yanning Zhang
2024 J jnl
XAI-driven model for crop recommender system for use in precision agriculture.
Comput. Intell.
Parvathaneni Naga Srinivasu, Muhammad Fazal Ijaz, Marcin Wozniak
2023 J jnl
3D Road Lane Classification with Improved Texture Patterns and Optimized Deep Classifier.
Sensors
Bhavithra Janakiraman, Sathiyapriya Shanmugam, Rocío Pérez de Prado, Marcin Wozniak
2023 J jnl
A deep learning based four-fold approach to classify brain MRI: BTSCNet.
Biomed. Signal Process. Control.
Jyotismita Chaki, Marcin Wozniak
2023 J jnl
BiLSTM deep neural network model for imbalanced medical data of IoT systems.
Future Gener. Comput. Syst.
Marcin Wozniak, Michal Wieczorek, Jakub Silka
2023 J jnl
Brain Tumor Categorization and Retrieval Using Deep Brain Incep Res Architecture Based Reinforcement Learning Network.
IEEE Access
Jyotismita Chaki, Marcin Wozniak
2023 J jnl
Deep learning for neurodegenerative disorder (2016 to 2022): A systematic review.
Biomed. Signal Process. Control.
Jyotismita Chaki, Marcin Wozniak
2023 J jnl
Deep neural network correlation learning mechanism for CT brain tumor detection.
Neural Comput. Appl.
Marcin Wozniak, Jakub Silka, Michal Wieczorek
2023 J jnl
Denoising Aggregation of Graph Neural Networks by Using Principal Component Analysis.
IEEE Trans. Ind. Informatics
Wei Dong, Marcin Wozniak, Junsheng Wu, Weigang Li, Zongwen Bai
2023 J jnl
Exploiting Dynamic Vector-Level Operations and a 2D-Enhanced Logistic Modular Map for Efficient Chaotic Image Encryption.
Entropy
Hongmin Li, Shuqi Yu, Wei Feng, Yao Chen, Jing Zhang, Zhentao Qin, Zhengguo Zhu, Marcin Wozniak
2023 J jnl
Feature Selection Using Selective Opposition Based Artificial Rabbits Optimization for Arrhythmia Classification on Internet of Medical Things Environment.
IEEE Access
G. S. Nijaguna, N. Dayananda Lal, Parameshachari Bidare Divakarachari, Rocío Pérez de Prado, Marcin Wozniak, Raj Kumar Patra
2023 J jnl
Malaria Detection Using Advanced Deep Learning Architecture.
Sensors
Wojciech Silka, Michal Wieczorek, Jakub Silka, Marcin Wozniak
2023 J jnl
Mathematical Model Simulation of Detailed Classification of Telemedicine Sensing Data.
Mob. Networks Appl.
Haiying Chen, Marcin Wozniak
2023 J jnl
Nonlinear dimensionality reduction method of scheduling frequent information in wireless networks based on multilevel mapping.
Wirel. Networks
Jian-zhao Sun, Kun Yang, Marcin Wozniak
2023 J jnl
Research on Hybrid Data Clustering Algorithm for Wireless Communication Intelligent Bracelets.
Mob. Networks Appl.
Jian-zhao Sun, Kun Yang, Marcin Wozniak
2023 — conf
Semantic Segmentation Neural Network in Automatic Weapon Detection.
ICAISC (2)
Michal Wieczorek, Jakub Silka, Martyna Kobielnik, Marcin Wozniak
2023 J jnl
Should I Turn or Should I Go? Simulation of Pedestrian Behaviour in an Urban Environment.
J. Simulation
Marcin Wozniak, Michal Dziecielski
2023 J jnl
Spline Interpolation and Deep Neural Networks as Feature Extractors for Signature Verification Purposes.
IEEE Internet Things J.
Wei Wei, Qiao Ke, Dawid Polap, Marcin Wozniak
2023 — conf
Trust Mechanism Fuzzy Rules Intelligent Car Real-Time Diagnostic System.
FUZZ
Adam Zielonka, Andrzej Sikora, Marcin Wozniak
2023 J jnl
Vehicle Parking Navigation Based on Edge Computing With Diffusion Model and Information Potential Field.
IEEE Trans. Serv. Comput.
Wei Wei, Qiao Ke, Adam Zielonka, Mariusz Pleszczynski, Marcin Wozniak
2022 J jnl
6G Driven Fast Computational Networking Framework for Healthcare Applications.
IEEE Access
Parvathaneni Naga Srinivasu, Muhammad Fazal Ijaz, Jana Shafi, Marcin Wozniak, Sujatha Radhakrishnan
2022 J jnl
A Hybrid Mayfly-Aquila Optimization Algorithm Based Energy-Efficient Clustering Routing Protocol for Wireless Sensor Networks.
Sensors
Gobi Natesan, Srinivas Konda, Rocío Pérez de Prado, Marcin Wozniak
2022 J jnl
A Novel Blockchain-Based Healthcare System Design and Performance Benchmarking on a Multi-Hosted Testbed.
Sensors
Nihar Ranjan Pradhan, Akhilendra Pratap Singh, Sahil Verma, Kavita, Navneet Kaur, Diptendu Sinha Roy, Jana Shafi, Marcin Wozniak, Muhammad Fazal Ijaz
2022 J jnl
A Novel Compound-Coupled Hyperchaotic Map for Image Encryption.
Symmetry
Christophe Magloire Lessouga Etoundi, Jean De Dieu Nkapkop, Nestor Tsafack, Joseph Mvogo Ngono, Pierre Ele, Marcin Wozniak, Jana Shafi, Muhammad Fazal Ijaz
2022 J jnl
A heuristic approach to the hyperparameters in training spiking neural networks using spike-timing-dependent plasticity.
Neural Comput. Appl.
Dawid Polap, Marcin Wozniak, Waldemar Holubowski, Robertas Damasevicius
2022 J jnl
A hole filling and optimization algorithm of remote sensing image based on bilateral filtering.
Mob. Networks Appl.
Wei Li, Marcin Wozniak
2022 J jnl
A hybridization of distributed policy and heuristic augmentation for improving federated learning approach.
Neural Networks
Dawid Polap, Marcin Wozniak
2022 J jnl
Accurate Key Frame Extraction Algorithm of Video Action for Aerobics Online Teaching.
Mob. Networks Appl.
Gong Yan, Marcin Wozniak
2022 J jnl
Agent-based simulation of pedestrian movement: a gradient method with an amplification parameter.
Int. J. Simul. Process. Model.
Michal Dziecielski, Marcin Wozniak
2022 — conf
Algorithm for Solving Optimal Placement of Routers in Mines.
ICAISC (2)
Alan Popiel, Marcin Wozniak
2022 J jnl
An efficient quality of services based wireless sensor network for anomaly detection using soft computing approaches.
J. Cloud Comput.
Mohit Mittal, Martyna Kobielnik, Swadha Gupta, Xiaochun Cheng, Marcin Wozniak
2022 J jnl
Application of Nature-Inspired Algorithms to Computed Tomography with Incomplete Data.
Symmetry
Mariusz Pleszczynski, Adam Zielonka, Marcin Wozniak
2022 J jnl
BBNSF: Blockchain-Based Novel Secure Framework Using RP2-RSA and ASR-ANN Technique for IoT Enabled Healthcare Systems.
Sensors
Mohit Kumar, Priya Mukherjee, Sahil Verma, Kavita, Maninder Kaur, Saurabh Singh, Martyna Kobielnik, Marcin Wozniak, Jana Shafi, Muhammad Fazal Ijaz
2022 — conf
BiLSTM Deep Learning Model for Heart Problems Detection.
ICAISC (1)
Jakub Silka, Michal Wieczorek, Martyna Kobielnik, Marcin Wozniak
2022 J jnl
Deep Neural Network Heuristic Hierarchization for Cooperative Intelligent Transportation Fleet Management.
IEEE Trans. Intell. Transp. Syst.
Qiao Ke, Jakub Silka, Michal Wieczorek, Zongwen Bai, Marcin Wozniak
2022 — conf
Deep neural network with transfer learning in remote object detection from drone.
DroneCom@MobiCom
Marcin Wozniak, Michal Wieczorek, Jakub Silka
2022 J jnl
Design of Quick Search Method for Key Feature Images in Mobile Networks.
Mob. Networks Appl.
Jingya Zheng, Marcin Wozniak
2022 J jnl
Driving support by type-2 fuzzy logic control model.
Expert Syst. Appl.
Marcin Wozniak, Adam Zielonka, Andrzej Sikora
2022 — conf
Dynamics of Pedestrians' Flows During Daytime.
ESSA
Marcin Wozniak
2022 J jnl
Efficient Middleware for the Portability of PaaS Services Consuming Applications among Heterogeneous Clouds.
Sensors
Salil Bharany, Kiranbir Kaur, Sumit Badotra, Shalli Rani, Kavita, Marcin Wozniak, Jana Shafi, Muhammad Fazal Ijaz
2022 J jnl
Energy Efficient Consensus Approach of Blockchain for IoT Networks with Edge Computing.
Sensors
Shivani Wadhwa, Shalli Rani, Kavita, Sahil Verma, Jana Shafi, Marcin Wozniak
2022 J jnl
Ensemble machine learning approaches for webshell detection in Internet of things environments.
Trans. Emerg. Telecommun. Technol.
Binbin Yong, Wei Wei, Kuan-Ching Li, Jun Shen, Qingguo Zhou, Marcin Wozniak, Dawid Polap, Robertas Damasevicius
2022 J jnl
Experimental Technologies in the Diagnosis and Treatment of COVID-19 in Patients with Comorbidities.
J. Heal. Informatics Res.
Md Shahnoor Amin, Marcin Wozniak, Lidija Barbaric, Shanel C. Pickard, Rahul S. Yerrabelli, Anton Christensen, Olivia C. Coiado
2022 — conf
Feature reduction for simplified handwritten digit classification model.
SSCI
Alan Popiel, Marcin Wozniak
2022 J jnl
Guidance Image-Based Enhanced Matched Filter with Modified Thresholding for Blood Vessel Extraction.
Symmetry
Sonali Dash, Sahil Verma, Kavita, Savitri Bevinakoppa, Marcin Wozniak, Jana Shafi, Muhammad Fazal Ijaz
2022 J jnl
Heuristic Optimization of Multipulse Rectifier for Reduced Energy Consumption.
IEEE Trans. Ind. Informatics
Marcin Wozniak, Andrzej Sikora, Adam Zielonka, Kuljeet Kaur, M. Shamim Hossain, Mohammad Shorfuzzaman
2022 J jnl
Hybrid Technique for Cyber-Physical Security in Cloud-Based Smart Industries.
Sensors
Deepak Garg, Shalli Rani, Norbert Herencsar, Sahil Verma, Marcin Wozniak, Muhammad Fazal Ijaz
2022 J jnl
Image Enhancement-Based Detection with Small Infrared Targets.
Remote. Sens.
Shuai Liu, Pengfei Chen, Marcin Wozniak
2022 J jnl
Improving performance and efficiency of Graph Neural Networks by injective aggregation.
Knowl. Based Syst.
Wei Dong, Junsheng Wu, Xinwan Zhang, Zongwen Bai, Peng Wang, Marcin Wozniak
2022 J jnl
Intelligent spacing selection model under energy-saving constraints for the selection of communication nodes in the Internet of Things.
Mob. Networks Appl.
Jing-Shu Sun, Teng Zhu, Marcin Wozniak
2022 J jnl
Lightweight Convolutional Neural Network Model for Human Face Detection in Risk Situations.
IEEE Trans. Ind. Informatics
Michal Wieczorek, Jakub Silka, Marcin Wozniak, Sahil Garg, Mohammad Mehedi Hassan
2022 J jnl
Minimization of Energy Losses in the BLDC Motor for Improved Control and Power Supply of the System under Static Load.
Sensors
Andrzej Sikora, Adam Zielonka, Marcin Wozniak
2022 J jnl
Multidimensional Red Fox meta-heuristic for complex optimization.
Appl. Soft Comput.
Mateusz Zaborski, Marcin Wozniak, Jacek Mandziuk
2022 J jnl
Optimal Cluster Head Selection in WSN with Convolutional Neural Network-Based Energy Level Prediction.
Sensors
Sasikumar Gurumoorthy, Parimella Subhash, Rocío Pérez de Prado, Marcin Wozniak
2022 J jnl
Recurrent neural network model for high-speed train vibration prediction from time series.
Neural Comput. Appl.
Jakub Silka, Michal Wieczorek, Marcin Wozniak
2022 J jnl
Robust and Secure Data Transmission Using Artificial Intelligence Techniques in Ad-Hoc Networks.
Sensors
Pooja Rani, Kavita, Sahil Verma, Navneet Kaur, Marcin Wozniak, Jana Shafi, Muhammad Fazal Ijaz
2022 J jnl
Self-attention negative feedback network for real-time image super-resolution.
J. King Saud Univ. Comput. Inf. Sci.
Xiangbin Liu, Shuqi Chen, Liping Song, Marcin Wozniak, Shuai Liu
2022 J jnl
Virtual Reconstruction System of Building Spatial Structure Based on Laser 3D Scanning under Multivariate Big Data Fusion.
Mob. Networks Appl.
Yuan Liang, Marcin Wozniak
2021 J jnl
6G-Enabled IoT Home Environment Control Using Fuzzy Rules.
IEEE Internet Things J.
Marcin Wozniak, Adam Zielonka, Andrzej Sikora, Md. Jalil Piran, Atif Alamri
2021 J jnl
A Survey of Deep Convolutional Neural Networks Applied for Prediction of Plant Leaf Diseases.
Sensors
Vijaypal Singh Dhaka, Sangeeta Vaibhav Meena, Geeta Rani, Deepak Sinwar, Kavita, Muhammad Fazal Ijaz, Marcin Wozniak
2021 J jnl
A Technology Acceptance Model-Based Analytics for Online Mobile Games Using Machine Learning Techniques.
Symmetry
Shaifali Chauhan, Mohit Mittal, Marcin Wozniak, Swadha Gupta, Rocío Pérez de Prado
2021 J jnl
Abnormal Detection of Electricity Consumption of User Based on Particle Swarm Optimization and Long Short Term Memory With the Attention Mechanism.
IEEE Access
Jiahao Bian, Lei Wang, Rafal Scherer, Marcin Wozniak, Pengchao Zhang, Wei Wei
2021 J jnl
Advanced Computational Intelligence for Object Detection, Feature Extraction and Recognition in Smart Sensor Environments.
Sensors
Marcin Wozniak
2021 J jnl
An Image Super-Resolution Reconstruction Method with Single Frame Character Based on Wavelet Neural Network in Internet of Things.
Mob. Networks Appl.
Ling-Li Guo, Marcin Wozniak
2021 — conf
Architecture Monitoring and Reliability Estimation Based on DIP Technology.
ICAISC (2)
Faisal Mehmood Shah, Zohaib Mehmood Shah, Sarmad Maqsood, Robertas Damasevicius, Muhammad Ali Shahzad, Michal Wieczorek, Marcin Wozniak
2021 J jnl
Bankline detection of GF-3 SAR images based on shearlet.
PeerJ Comput. Sci.
Zengguo Sun, Guodong Zhao, Marcin Wozniak, Rafal Scherer, Robertas Damasevicius
2021 J jnl
Body Pose Prediction Based on Motion Sensor Data and Recurrent Neural Network.
IEEE Trans. Ind. Informatics
Marcin Wozniak, Michal Wieczorek, Jakub Silka, Dawid Polap
2021 J jnl
DecomVQANet: Decomposing visual question answering deep network via tensor decomposition and regression.
Pattern Recognit.
Zongwen Bai, Ying Li, Marcin Wozniak, Meili Zhou, Di Li
2021 — conf
Deep learning based crowd counting model for drone assisted systems.
DroneCom@MobiCom
Marcin Wozniak, Jakub Silka, Michal Wieczorek
2021 J jnl
Design of a MEMS sensor array for dam subsidence monitoring based on dual-sensor cooperative measurements.
KSII Trans. Internet Inf. Syst.
Tao Tao, Jianfeng Yang, Wei Wei, Marcin Wozniak, Rafal Scherer, Robertas Damasevicius
2021 J jnl
Dynamic Bargain Game Theory in the Internet of Things for Data Trustworthiness.
Sensors
Appasamy C. Sumathi, Muthuramalingam Akila, Rocío Pérez de Prado, Marcin Wozniak, Parameshachari Bidare Divakarachari
2021 — conf
Federated Learning Model with Augmentation and Samples Exchange Mechanism.
ICAISC (1)
Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin, Marcin Wozniak
2021 B conf
Heuristic Optimization Of 18-pulse Rectifier System.
CEC
Andrzej Sikora, Adam Zielonka, Marcin Wozniak
2021 B conf
Image features extractor based on hybridization of fuzzy controller and meta-heuristic.
FUZZ-IEEE
Dawid Polap, Marcin Wozniak
2021 J jnl
Impact of Current Pulsation on BLDC Motor Parameters.
Sensors
Andrzej Sikora, Marcin Wozniak
2021 J jnl
Improvement of Adaptive Learning Service Recommendation Algorithm Based on Big Data.
Mob. Networks Appl.
Ya-zhi Yang, Yong Zhong, Marcin Wozniak
2021 J jnl
Intelligent Internet of Things System for Smart Home Optimal Convection.
IEEE Trans. Ind. Informatics
Adam Zielonka, Andrzej Sikora, Marcin Wozniak, Wei Wei, Qiao Ke, Zongwen Bai
2021 J jnl
IoT and Interpretable Machine Learning Based Framework for Disease Prediction in Pearl Millet.
Sensors
Nidhi Kundu, Geeta Rani, Vijaypal Singh Dhaka, Kalpit Gupta, Siddaiah Chandra Nayak, Sahil Verma, Muhammad Fazal Ijaz, Marcin Wozniak
2021 B conf
Meta-heuristic Algorithm As Feature Selector For Convolutional Neural Networks.
CEC
Dawid Polap, Marcin Wozniak, Jacek Mandziuk
2021 J jnl
Meta-heuristic as manager in federated learning approaches for image processing purposes.
Appl. Soft Comput.
Dawid Polap, Marcin Wozniak
2021 J jnl
MobileGCN applied to low-dimensional node feature learning.
Pattern Recognit.
Wei Dong, Junsheng Wu, Zongwen Bai, Yaoqi Hu, Weigang Li, Wei Qiao, Marcin Wozniak
2021 J jnl
Multi Objective Enhancement Method for Embedded Software Quality of e-Commerce Platform Based on Firefly Algorithm Optimization.
IEEE Access
Yi-Huo Jiang, Xiao-Mei Guo, Hong-Liang Ni, Marcin Wozniak
2021 — conf
Multimodal Image Fusion Method Based on Multiscale Image Matting.
ICAISC (2)
Sarmad Maqsood, Robertas Damasevicius, Jakub Silka, Marcin Wozniak
2021 B conf
Polar Bear Optimization For Industrial Computed Tomography With Incomplete Data.
CEC
Mariusz Pleszczynski, Adam Zielonka, Dawid Polap, Marcin Wozniak, Jacek Mandziuk
2021 — ed.
Proceedings of the 26th International Conference on Information Society and University Studies (IVUS 2021), Kaunas, Lithuania, April 23, 2021.
IVUS
Ilona Veitaite, Audrius Lopata, Tomas Krilavicius, Marcin Wozniak
2021 J jnl
Recurrent Neural Network Model for IoT and Networking Malware Threat Detection.
IEEE Trans. Ind. Informatics
Marcin Wozniak, Jakub Silka, Michal Wieczorek, Mubarak Alrashoud
2021 J jnl
Red fox optimization algorithm.
Expert Syst. Appl.
Dawid Polap, Marcin Wozniak
2021 J jnl
Review of Road Segmentation for SAR Images.
Remote. Sens.
Zengguo Sun, Hui Geng, Zheng Lu, Rafal Scherer, Marcin Wozniak
2021 J jnl
Revise-Net: Exploiting Reverse Attention Mechanism for Salient Object Detection.
Remote. Sens.
Rukhshanda Hussain, Yash Karbhari, Muhammad Fazal Ijaz, Marcin Wozniak, Pawan Kumar Singh, Ram Sarkar
2021 J jnl
Secure Surveillance Systems Using Partial-Regeneration-Based Non-Dominated Optimization and 5D-Chaotic Map.
Symmetry
Gopal Ghosh, Kavita, Divya Anand, Sahil Verma, Danda B. Rawat, Jana Shafi, Zbigniew Marszalek, Marcin Wozniak
2021 J jnl
Short-Term Load Forecasting Based on Adabelief Optimized Temporal Convolutional Network and Gated Recurrent Unit Hybrid Neural Network.
IEEE Access
Hanhong Shi, Lei Wang, Rafal Scherer, Marcin Wozniak, Pengchao Zhang, Wei Wei
2021 J jnl
Sitsen: Passive sitting posture sensing based on wireless devices.
Int. J. Distributed Sens. Networks
Miaoyu Li, Zhuohan Jiang, Yutong Liu, Shuheng Chen, Marcin Wozniak, Rafal Scherer, Robertas Damasevicius, Wei Wei, Ziyi Li, Zuxin Li
2021 J jnl
Smart Homes: How Much Will They Support Us? A Research on Recent Trends and Advances.
IEEE Access
Adam Zielonka, Marcin Wozniak, Sahil Garg, Georges Kaddoum, Md. Jalil Piran, Ghulam Muhammad
2021 J jnl
TLEFuzzyNet: Fuzzy Rank-Based Ensemble of Transfer Learning Models for Emotion Recognition From Human Speeches.
IEEE Access
Karam Kumar Sahoo, Ishan Dutta, Muhammad Fazal Ijaz, Marcin Wozniak, Pawan Kumar Singh
2020 J jnl
A spiking neural network-based long-term prediction system for biogas production.
Neural Networks
Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Marcin Wozniak, Gianluca Susi
2020 J jnl
Accurate and fast URL phishing detector: A convolutional neural network approach.
Comput. Networks
Wei Wei, Qiao Ke, Jakub Nowak, Marcin Korytkowski, Rafal Scherer, Marcin Wozniak
2020 J jnl
Alternating Direction Projections onto Convex Sets for Super-Resolution Image Reconstruction.
Inf. Technol. Control.
Bin Zhou, Dongjun Ye, Wei Wei, Marcin Wozniak
2020 B conf
Bilinear Semi-Tensor Product Attention (BSTPA) model for visual question answering.
IJCNN
Zongwen Bai, Ying Li, Meili Zhou, Di Li, Dong Wang, Dawid Polap, Marcin Wozniak
2020 J jnl
Classification of Infrared Objects in Manifold Space Using Kullback-Leibler Divergence of Gaussian Distributions of Image Points.
Symmetry
Huilin Ge, Zhiyu Zhu, Kang Lou, Wei Wei, Runbang Liu, Robertas Damasevicius, Marcin Wozniak
2020 — conf
Collaborative learning with taboos for machine learning methods in big data problems.
SSCI
Dawid Polap, Marcin Wozniak
2020 — conf
Data Augmentation Using Principal Component Resampling for Image Recognition by Deep Learning.
ICAISC (2)
Olusola Oluwakemi Abayomi-Alli, Robertas Damasevicius, Michal Wieczorek, Marcin Wozniak
2020 — conf
Data system model for easy human-machine interactions over communication interfaces.
IRC
Adam Zielonka, Andrzej Sikora, Marcin Wozniak
2020 J jnl
Dynamic Scheduling Algorithm for Delay-Sensitive Vehicular Safety Applications in Cellular Network.
Inf. Technol. Control.
Qiong Wu, Xiumei Fan, Wei Wei, Marcin Wozniak
2020 B conf
Efficient Visual Classification by Fuzzy Rules.
FUZZ-IEEE
Marcin Korytkowski, Rafal Scherer, Dominik Szajerman, Dawid Polap, Marcin Wozniak
2020 — conf
Encoder-Decoder Based CNN Structure for Microscopic Image Identification.
ICONIP (1)
Dawid Polap, Marcin Wozniak, Marcin Korytkowski, Rafal Scherer
2020 J jnl
Encryption technology of voice transmission in mobile network based on 3DES-ECC algorithm.
Mob. Networks Appl.
Zhixian Chang, Marcin Wozniak
2020 C conf
Future Graduate Salaries Prediction Model Based On Recurrent Neural Network.
FedCSIS
Jakub Silka, Michal Wieczorek, Marcin Wozniak
2020 J jnl
High-Resolution SAR Image Despeckling Based on Nonlocal Means Filter and Modified AA Model.
Secur. Commun. Networks
Qiao Ke, Zengguo Sun, Yang Liu, Wei Wei, Marcin Wozniak, Rafal Scherer
2020 J jnl
Intelligent Home Systems for Ubiquitous User Support by Using Neural Networks and Rule-Based Approach.
IEEE Trans. Ind. Informatics
Marcin Wozniak, Dawid Polap
2020 J jnl
Intelligent automation of dental material analysis using robotic arm with Jerk optimized trajectory.
J. Ambient Intell. Humaniz. Comput.
Robertas Damasevicius, Rytis Maskeliunas, Gintautas Narvydas, Ruta Narbutaite, Dawid Polap, Marcin Wozniak
2020 — conf
Multi-agent Architecture for Internet of Medical Things.
ICAISC (2)
Dawid Polap, Gautam Srivastava, Marcin Wozniak
2020 J jnl
NAS-HRIS: Automatic Design and Architecture Search of Neural Network for Semantic Segmentation in Remote Sensing Images.
Sensors
Mingwei Zhang, Weipeng Jing, Jingbo Lin, Nengzhen Fang, Wei Wei, Marcin Wozniak, Robertas Damasevicius
2020 — ed.
Proceedings of the 5th Symposium for Young Scientists in Technology, Engineering and Mathematics (SYSTEM 2020), Online, May 20, 2020.
SYSTEM
Marcin Wozniak, Giacomo Capizzi
2020 — ed.
Proceedings of the Information Society and University Studies 2020, Kaunas, Lithuania, April 23, 2020.
IVUS
Audrius Lopata, Vilma Sukacke, Tomas Krilavicius, Ilona Veitaite, Marcin Wozniak
2020 J jnl
Road Detection Based on Shearlet for GF-3 Synthetic Aperture Radar Images.
IEEE Access
Zengguo Sun, Dedao Lin, Wei Wei, Marcin Wozniak, Robertas Damasevicius
2020 — conf
SURF Algorithm with Convolutional Neural Network as Face Recognition Technique.
ICAISC (2)
Alicja Winnicka, Karolina Kesik, Dawid Polap, Marcin Wozniak
2020 J jnl
Small Lung Nodules Detection Based on Fuzzy-Logic and Probabilistic Neural Network With Bioinspired Reinforcement Learning.
IEEE Trans. Fuzzy Syst.
Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Dawid Polap, Marcin Wozniak
2020 J jnl
Soft trees with neural components as image-processing technique for archeological excavations.
Pers. Ubiquitous Comput.
Marcin Wozniak, Dawid Polap
2020 J jnl
Wearable system for real-time monitoring of hemodynamic parameters: Implementation and evaluation.
Biomed. Signal Process. Control.
Rolandas Gircys, Egidijus Kazanavicius, Rytis Maskeliunas, Robertas Damasevicius, Marcin Wozniak
2020 J jnl
dCCPI-predictor: A state-aware approach for effectively predicting cross-core performance interference.
Future Gener. Comput. Syst.
Jingwei Li, Yong Qi, Wei Wei, Jinwei Lin, Marcin Wozniak, Robertas Damasevicius
2019 J jnl
A Biomimetic Flexible Fishtail Embedded With Shape Memory Alloy Wires.
IEEE Access
Jian Li, Junmin He, Yangwei Wang, Kai Yu, Marcin Wozniak, Wei Wei
2019 J jnl
A Multi-Agent Gamification System for Managing Smart Homes.
Sensors
Alicja Winnicka, Karolina Kesik, Dawid Polap, Marcin Wozniak, Zbigniew Marszalek
2019 J jnl
A Smartphone Application for Automated Decision Support in Cognitive Task Based Evaluation of Central Nervous System Motor Disorders.
IEEE J. Biomed. Health Informatics
Andrius Lauraitis, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak
2019 J jnl
A neuro-heuristic approach for recognition of lung diseases from X-ray images.
Expert Syst. Appl.
Qiao Ke, Jiangshe Zhang, Wei Wei, Dawid Polap, Marcin Wozniak, Leon Kosmider, Robertas Damasevicius
2019 J jnl
A regional adaptive variational PDE model for computed tomography image reconstruction.
Pattern Recognit.
Wei Wei, Bin Zhou, Dawid Polap, Marcin Wozniak
2019 — conf
Acceleration of data handling in neural networks by using cascade classification model.
SSCI
Dawid Polap, Marcin Wozniak
2019 J jnl
Adaptive Independent Subspace Analysis of Brain Magnetic Resonance Imaging Data.
IEEE Access
Qiao Ke, Jiangshe Zhang, Wei Wei, Robertas Damasevicius, Marcin Wozniak
2019 J jnl
An Adaptive Local Descriptor Embedding Zernike Moments for Image Matching.
IEEE Access
Bin Zhou, Xue-Mei Duan, Wei Wei, Dongjun Ye, Marcin Wozniak, Robertas Damasevicius
2019 B conf
Bacteria shape classification by the use of region covariance and Convolutional Neural Network.
IJCNN
Dawid Polap, Marcin Wozniak
2019 J jnl
Bio-inspired voice evaluation mechanism.
Appl. Soft Comput.
Dawid Polap, Marcin Wozniak, Robertas Damasevicius, Rytis Maskeliunas
2019 — conf
Conceptual Framework for Modeling Complex Urban Systems - From Theoretical Assumptions to Empirical Basis.
ESSA
Marcin Wozniak
2019 J jnl
Discovering Sequences in Systems Logs by Neural Networks.
Aust. J. Intell. Inf. Process. Syst.
Jakub Nowak, Marcin Korytkowski, Marcin Wozniak, Rafal Scherer
2019 — conf
Gamification of Eye Exercises for Evaluating Eye Fatigue.
ICAISC (2)
Mindaugas Vasiljevas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak
2019 — conf
Iterative Design and Implementation of Rapid Gradient Descent Method.
ICAISC (1)
Wei Wei, Bin Zhou, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak
2019 — conf
Lessening Stress and Anxiety-Related Behaviors by means of AI-driven Drones for Aromatherapy.
AIRO@AI*IA
Giacomo Capizzi, Christian Napoli, Samuele Russo, Marcin Wozniak
2019 J jnl
Minimalistic Approach to Coreference Resolution in Lithuanian Medical Records.
Comput. Math. Methods Medicine
Voldemaras Zitkus, Rita Butkiene, Rimantas Butleris, Rytis Maskeliunas, Robertas Damasevicius, Marcin Wozniak
2019 J jnl
Multi-Level Features Extraction for Discontinuous Target Tracking in Remote Sensing Image Monitoring.
Sensors
Bin Zhou, Xuemei Duan, Dongjun Ye, Wei Wei, Marcin Wozniak, Dawid Polap, Robertas Damasevicius
2019 J jnl
Multi-sink distributed power control algorithm for Cyber-physical-systems in coal mine tunnels.
Comput. Networks
Wei Wei, Xu Xia, Marcin Wozniak, Xunli Fan, Robertas Damasevicius, Ye Li
2019 — ed.
Proceedings of the International Conference on Information Technologies, IVUS 2019, Kaunas, Lithuania, April 25, 2019.
IVUS
Robertas Damasevicius, Tomas Krilavicius, Audrius Lopata, Dawid Polap, Marcin Wozniak
2019 — ed.
Proceedings of the Symposium for Young Scientists in Technology, Engineering and Mathematics, Gliwice, Poland, May 30, 2019.
SYSTEM
Giacomo Capizzi, Robertas Damasevicius, Dawid Polap, Marcin Wozniak
2019 J jnl
Recommendation Based on Review Texts and Social Communities: A Hybrid Model.
IEEE Access
Zhenyan Ji, Huaiyu Pi, Wei Wei, Bo Xiong, Marcin Wozniak, Robertas Damasevicius
2019 J jnl
Recovery of a Compressed Sensing CT Image Using a Smooth Re-weighted Function- Regularized Least-Squares Algorithm.
Inf. Technol. Control.
Pengbo Zhou, Wei Wei, Marcin Wozniak, Zhuo-Ming Du, Hong-an Li
2019 J jnl
Risk Assessment of Hypertension in Steel Workers Based on LVQ and Fisher-SVM Deep Excavation.
IEEE Access
Jianhui Wu, Wei Wei, Lu Zhang, Jie Wang, Robertas Damasevicius, Jing Li, Haidong Wang, Guoli Wang, Xin Zhang, Juxiang Yuan, Marcin Wozniak
2019 J jnl
Sentiment Analysis of Lithuanian Texts Using Traditional and Deep Learning Approaches.
Comput.
Jurgita Kapociute-Dzikiene, Robertas Damasevicius, Marcin Wozniak
2019 J jnl
The Phase and Shift-Invariant Feature by Adaptive Independent Subspace Analysis for Cortical Complex Cells.
Inf. Technol. Control.
Qiao Ke, Jiangshe Zhang, Marcin Wozniak, Wei Wei
2019 J jnl
URL-based Phishing Attack Detection by Convolutional Neural Networks.
Aust. J. Intell. Inf. Process. Syst.
Jakub Nowak, Marcin Korytkowski, Marcin Wozniak, Rafal Scherer
2018 J jnl
A Soft Body Physics Simulator with Computational Offloading to the Cloud.
Inf.
Edvinas Danevicius, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak
2018 J jnl
A novel training method to preserve generalization of RBPNN classifiers applied to ECG signals diagnosis.
Neural Networks
Francesco Beritelli, Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Marcin Wozniak
2018 Misc conf
Accident Prevention System During Immersion in Virtual Reality.
MISSI
Dawid Polap, Karolina Kesik, Marcin Wozniak
2018 J jnl
Adaptive neuro-heuristic hybrid model for fruit peel defects detection.
Neural Networks
Marcin Wozniak, Dawid Polap
2018 J jnl
Advances in Security and Privacy of Multimodal Interfaces.
J. Univers. Comput. Sci.
Robertas Damasevicius, Marcin Wozniak, Vicente Alarcón Aquino, Ivan Ganchev, Wei Wei
2018 J jnl
An Intelligent System for Monitoring Skin Diseases.
Sensors
Dawid Polap, Alicja Winnicka, Kalina Serwata, Karolina Kesik, Marcin Wozniak
2018 — conf
Authorship Identification Using Random Projections.
CSOS (2)
Robertas Damasevicius, Jurgita Kapociute-Dzikiene, Marcin Wozniak
2018 J jnl
Automated fluorescence microscopy image analysis of Pseudomonas aeruginosa bacteria in alive and dead stadium.
Eng. Appl. Artif. Intell.
Marcin Wozniak, Dawid Polap, Leon Kosmider, Tomasz Clapa
2018 J jnl
Bio-inspired methods modeled for respiratory disease detection from medical images.
Swarm Evol. Comput.
Marcin Wozniak, Dawid Polap
2018 — conf
Block Matching Based Obstacle Avoidance for Unmanned Aerial Vehicle.
ICAISC (1)
Adomas Ivanovas, Armantas Ostreika, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak
2018 — conf
Chest radiographs segmentation by the use of nature-inspired algorithm for lung disease detection.
SSCI
Dawid Polap, Marcin Wozniak, Robertas Damasevicius, Wei Wei
2018 J jnl
Cloudification of Virtual Reality Gliding Simulation Game.
Inf.
Rytis Buzys, Rytis Maskeliunas, Robertas Damasevicius, Tatjana Sidekerskiene, Marcin Wozniak, Wei Wei
2018 J jnl
Combining Cryptography with EEG Biometrics.
Comput. Intell. Neurosci.
Robertas Damasevicius, Rytis Maskeliunas, Egidijus Kazanavicius, Marcin Wozniak
2018 J jnl
Design of Computational Intelligence-based Language Interface for Human-Machine Secure Interaction.
J. Univers. Comput. Sci.
Marcin Wozniak, Dawid Polap, Robertas Damasevicius, Wei Wei
2018 — conf
Exploiting OSC Models by Using Neural Networks with an Innovative Pruning Algorithm.
ICAISC (2)
Grazia Lo Sciuto, Giacomo Capizzi, Christian Napoli, Rafi Shikler, Dawid Polap, Marcin Wozniak
2018 J jnl
Fully Flexible Parallel Merge Sort for Multicore Architectures.
Complex.
Zbigniew Marszalek, Marcin Wozniak, Dawid Polap
2018 J jnl
Heat production optimization using bio-inspired algorithms.
Eng. Appl. Artif. Intell.
Marcin Wozniak, Kamil Ksiazek, Jakub Marciniec, Dawid Polap
2018 J jnl
H∞ Control of Network Control System for Singular Plant.
Inf. Technol. Control.
Wei Wei, Xunli Fan, Marcin Wozniak, Houbing Song, Wei Li, Ye Li, Peiyi Shen
2018 J jnl
Low Energy Consumption and Data Redundancy Approach of Wireless Sensor Networks with Bigdata.
Inf. Technol. Control.
Xunli Fan, Wei Wei, Marcin Wozniak, Ye Li
2018 J jnl
Multi-threaded learning control mechanism for neural networks.
Future Gener. Comput. Syst.
Dawid Polap, Marcin Wozniak, Wei Wei, Robertas Damasevicius
2018 J jnl
Object detection and recognition via clustered features.
Neurocomputing
Marcin Wozniak, Dawid Polap
2018 — ed.
Proceedings of the Symposium for Young Scientists in Technology, Engineering and Mathematics, Gliwice, Poland, May 28, 2018.
SYSTEM
Giacomo Capizzi, Robertas Damasevicius, Audrius Lopata, Tomas Krilavicius, Christian Napoli, Marcin Wozniak
2018 J jnl
Real Time Path Finding for Assisted Living Using Deep Learning.
J. Univers. Comput. Sci.
Ugnius Malukas, Rytis Maskeliunas, Robertas Damasevicius, Marcin Wozniak
2018 — conf
Recognition of human daytime fatigue using keystroke data.
ANT/SEIT
Mindaugas Ulinskas, Robertas Damasevicius, Rytis Maskeliunas, Marcin Wozniak
2018 — conf
Sentiment Analysis of Lithuanian Texts Using Deep Learning Methods.
ICIST
Jurgita Kapociute-Dzikiene, Robertas Damasevicius, Marcin Wozniak
2018 J jnl
Small lung nodules detection based on local variance analysis and probabilistic neural network.
Comput. Methods Programs Biomed.
Marcin Wozniak, Dawid Polap, Giacomo Capizzi, Grazia Lo Sciuto, Leon Kosmider, Katarzyna Frankiewicz
2018 — conf
Study on Remote Sensing Image Vegetation Classification Method Based on Decision Tree Classifier.
SSCI
Wei Wei, Dawid Polap, Xiaohua Li, Marcin Wozniak, Junzhe Liu
2018 — conf
The Impact of the Cost Function on the Operation of the Intelligent Agent in 2D Games.
ICIST
Dawid Polap, Marcin Wozniak
2018 C conf
The impact of parallel programming on faster image filtering.
FedCSIS
Kamil Ksiazek, Zbigniew Marszalek, Giacomo Capizzi, Christian Napoli, Dawid Polap, Marcin Wozniak
2017 — conf
A Neural Network Pattern Recognition Approach to Automatic Rainfall Classification by Using Signal Strength in LTE/4G Networks.
IJCRS (2)
Francesco Beritelli, Giacomo Capizzi, Grazia Lo Sciuto, Francesco Scaglione, Dawid Polap, Marcin Wozniak
2017 — conf
Analysis of Keystroke Dynamics for Fatigue Recognition.
ICCSA (5)
Mindaugas Ulinskas, Marcin Wozniak, Robertas Damasevicius
2017 J jnl
Application of Bio-Inspired Methods in Distributed Gaming Systems.
Inf. Technol. Control.
Marcin Wozniak, Dawid Polap, Christian Napoli, Emiliano Tramontana
2017 C conf
Available Bandwidth Estimation in Smart VPN Bonding Technique based on a NARX Neural Network.
FedCSIS
Giacomo Capizzi, Grazia Lo Sciuto, Francesco Beritelli, Francesco Scaglione, Dawid Polap, Kamil Ksiazek, Marcin Wozniak
2017 — conf
Combining SVD and Co-occurrence Matrix Information to Recognize Organic Solar Cells Defects with a Elliptical Basis Function Network Classifier.
ICAISC (2)
Grazia Lo Sciuto, Giacomo Capizzi, Dor Gotleyb, Sivan Linde, Rafi Shikler, Marcin Wozniak, Dawid Polap
2017 — conf
Detection of Important Features from Images Using Heuristic Approach.
ICIST
Dawid Polap, Marcin Wozniak
2017 C conf
Environment Recognition based on Images using Bag-of-Words.
IJCCI
Taurius Petraitis, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak, Marcin Gabryel
2017 — conf
Environment Scene Classification Based on Images Using Bag-of-Words.
IJCCI (Selected Papers)
Taurius Petraitis, Rytis Maskeliunas, Robertas Damasevicius, Dawid Polap, Marcin Wozniak, Marcin Gabryel
2017 — conf
Extraction and Analysis of Voice Samples Based on Short Audio Files.
ICIST
Dawid Polap, Marcin Wozniak
2017 J jnl
Hybrid neuro-heuristic methodology for simulation and control of dynamic systems over time interval.
Neural Networks
Marcin Wozniak, Dawid Polap
2017 J jnl
IMF mode demixing in EMD for jitter analysis.
J. Comput. Sci.
Robertas Damasevicius, Christian Napoli, Tatjana Sidekerskiene, Marcin Wozniak
2017 — conf
Image approach to voice recognition.
SSCI
Dawid Polap, Marcin Wozniak
2017 — conf
Lung segmentation on x-ray images with neural validation.
SSCI
Dawid Polap, Marcin Wozniak
2017 — conf
Nonnegative Matrix Factorization Based Decomposition for Time Series Modelling.
CISIM
Tatjana Sidekerskiene, Marcin Wozniak, Robertas Damasevicius
2017 J jnl
Obstacle Detection as a Safety Alert in Augmented Reality Models by the Use of Deep Learning Techniques.
Sensors
Dawid Polap, Karolina Kesik, Kamil Ksiazek, Marcin Wozniak
2017 — conf
Performance Evaluation of DBN Learning on Intel Multi- and Manycore Architectures.
PPAM (1)
Tomasz Olas, Wojciech K. Mleczko, Marcin Wozniak, Robert K. Nowicki, Pawel Gepner
2017 — conf
Photo-Electro Characterization and Modeling of Organic Light-Emitting Diodes by Using a Radial Basis Neural Network.
ICAISC (2)
Shiran Nabha Barnea, Grazia Lo Sciuto, Nathaniel Hai, Rafi Shikler, Giacomo Capizzi, Marcin Wozniak, Dawid Polap
2017 J jnl
Polar Bear Optimization Algorithm: Meta-Heuristic with Fast Population Movement and Dynamic Birth and Death Mechanism.
Symmetry
Dawid Polap, Marcin Wozniak
2017 — ed.
Proceedings of the Symposium for Young Scientists in Technology, Engineering and Mathematics, Kaunas, Lithuania, April 28, 2017.
SYSTEM
Robertas Damasevicius, Christian Napoli, Emiliano Tramontana, Marcin Wozniak
2017 — conf
Radiation heat transfer optimization by the use of modified ant lion optimizer.
SSCI
Kamil Ksiazek, Dawid Polap, Marcin Wozniak, Robertas Damasevicius
2017 — conf
State Flipping Based Hyper-Heuristic for Hybridization of Nature Inspired Algorithms.
ICAISC (1)
Robertas Damasevicius, Marcin Wozniak
2017 J jnl
The Use of Wavelet Transformation in Conjunction with a Heuristic Algorithm as a Tool for Feature Extraction from Signals.
Inf. Technol. Control.
Dawid Polap, Marcin Wozniak
2017 — conf
Towards Rhythmicity Analysis of Text using Empirical Mode Decomposition.
KDIR
Robertas Damasevicius, Jurgita Kapociute-Dzikiene, Marcin Wozniak
2016 — conf
A Clustering Based System for Automated Oil Spill Detection by Satellite Remote Sensing.
ICAISC (2)
Giacomo Capizzi, Grazia Lo Sciuto, Marcin Wozniak, Robertas Damasevicius
2016 J jnl
A First Attempt to Cloud-Based User Verification in Distributed System.
CoRR
Marcin Wozniak, Dawid Polap, Grzegorz Borowik, Christian Napoli
2016 J jnl
A Novel Neural Networks-Based Texture Image Processing Algorithm for Orange Defects Classification.
Int. J. Comput. Sci. Appl.
Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Emiliano Tramontana, Marcin Wozniak
2016 — conf
Characterisation and Modeling of Organic Solar Cells by Using Radial Basis Neural Networks.
ICAISC (1)
Dor Gotleyb, Grazia Lo Sciuto, Christian Napoli, Rafi Shikler, Emiliano Tramontana, Marcin Wozniak
2016 J jnl
Graphic object feature extraction system based on Cuckoo Search Algorithm.
Expert Syst. Appl.
Marcin Wozniak, Dawid Polap, Christian Napoli, Emiliano Tramontana
2016 J jnl
Human Activity Recognition in AAL Environments Using Random Projections.
Comput. Math. Methods Medicine
Robertas Damasevicius, Mindaugas Vasiljevas, Justas Salkevicius, Marcin Wozniak
2016 C conf
IMF remixing for mode demixing in EMD and application for jitter analysis.
ISCC
Robertas Damasevicius, Christian Napoli, Tatjana Sidekerskiene, Marcin Wozniak
2016 — conf
Intelligent tagging of online texts using fuzzy logic.
SSCI
Robertas Damasevicius, Remigijus Valys, Marcin Wozniak
2016 — conf
Introduction to the Model of the Active Assistance System for Elder and Disabled People.
ICIST
Dawid Polap, Marcin Wozniak
2016 J jnl
Is swarm intelligence able to create mazes?
CoRR
Dawid Polap, Marcin Wozniak, Christian Napoli, Emiliano Tramontana
2016 — conf
Novel Image Correction Method Based on Swarm Intelligence Approach.
ICIST
Marcin Wozniak
2016 — conf
On manipulation of initial population search space in heuristic algorithm through the use of parallel processing approach.
SSCI
Marcin Wozniak, Dawid Polap
2016 — ed.
Proceedings of the International Symposium for Young Scientists in Technology, Engineering and Mathematics, Catania, Italy, September 27-29, 2015.
SYSTEM
Robertas Damasevicius, Christian Napoli, Emiliano Tramontana, Marcin Wozniak
2016 — ed.
Proceedings of the Symposium for Young Scientists in Technology, Engineering and Mathematics, Gliwice, Poland, September 22, 2016.
SYSTEM
Robertas Damasevicius, Christian Napoli, Emiliano Tramontana, Marcin Wozniak
2016 — conf
QoS Mechanism for Low Speed Radio Networks - Case Study.
IP&C
Robert Palka, Wojciech Makowski, Marcin Wozniak, Piotr Brazkiewicz, Krzysztof Wosinski, Pawel Baturo, Michal Terlecki, Tomasz Gromacki
2016 — conf
Self Organizing Maps for 3D Face Understanding.
ICAISC (2)
Janusz T. Starczewski, Sebastian Pabiasz, Natalia Vladymyrska, Antonino Marvuglia, Christian Napoli, Marcin Wozniak
2016 J jnl
Smartphone User Identity Verification Using Gait Characteristics.
Symmetry
Robertas Damasevicius, Rytis Maskeliunas, Algimantas Venckauskas, Marcin Wozniak
2016 C conf
Toward adaptive heuristic video frames capturing and correction in real-time.
FedCSIS
Marcin Wozniak, Dawid Polap, Giacomo Capizzi, Grazia Lo Sciuto
2016 — conf
Transient Solution for Queueing Delay Distribution in the GI/M/1/K-type Mode with "Queued" Waking up and Balking.
ICAISC (2)
Wojciech M. Kempa, Marcin Wozniak, Robert K. Nowicki, Marcin Gabryel, Robertas Damasevicius
2015 — conf
A Novel Approach Toward X-RAY Images Classifier.
SSCI
Marcin Wozniak, Dawid Polap, Leon Kosmider, Christian Napoli, Emiliano Tramontana
2015 B conf
A multiscale image compressor with RBFNN and Discrete Wavelet decomposition.
IJCNN
Marcin Wozniak, Christian Napoli, Emiliano Tramontana, Giacomo Capizzi
2015 Misc conf
An Application of Differential Evolution to Positioning Queueing Systems.
ICAISC
Marcin Gabryel, Marcin Wozniak, Robertas Damasevicius
2015 C conf
Automatic classification of fruit defects based on co-occurrence matrix and neural networks.
FedCSIS
Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Emiliano Tramontana, Marcin Wozniak
2015 — conf
Can We Process 2D Images Using Artificial Bee Colony?
ICAISC (1)
Marcin Wozniak, Dawid Polap, Marcin Gabryel, Robert K. Nowicki, Christian Napoli, Emiliano Tramontana
2015 — conf
Enhancing Environmental Surveillance Against Organised Crime with Radial Basis Neural Networks.
SSCI
Christian Napoli, Emiliano Tramontana, Marcin Wozniak
2015 — conf
Is the Colony of Ants Able to Recognize Graphic Objects?
ICIST
Dawid Polap, Marcin Wozniak, Christian Napoli, Emiliano Tramontana, Robertas Damasevicius
2015 — conf
Multi-class Nearest Neighbour Classifier for Incomplete Data Handling.
ICAISC (1)
Bartosz A. Nowak, Robert K. Nowicki, Marcin Wozniak, Christian Napoli
2015 B conf
Novel approach toward medical signals classifier.
IJCNN
Marcin Wozniak, Dawid Polap, Robert K. Nowicki, Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
2015 — conf
Recent Possibilities of Intelligent Agents in Distributed Systems.
WOA
Marcin Wozniak
2015 — conf
Toward Work Groups Classification Based on Probabilistic Neural Network Approach.
ICAISC (1)
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana, Robert K. Nowicki, Janusz T. Starczewski, Marcin Wozniak
2014 J jnl
A finite-buffer queue with a single vacation policy: An analytical study with evolutionary positioning.
Int. J. Appl. Math. Comput. Sci.
Marcin Wozniak, Wojciech M. Kempa, Marcin Gabryel, Robert K. Nowicki
2014 — conf
An Application of Firefly Algorithm to Position Traffic in NoSQL Database Systems.
KICSS
Marcin Wozniak, Marcin Gabryel, Robert K. Nowicki, Bartosz A. Nowak
2014 — conf
An Idea to Apply Firefly Algorithm in 2D Image Key-Points Search.
ICIST
Marcin Wozniak, Zbigniew Marszalek
2014 — conf
Application of Rough Sets in k Nearest Neighbours Algorithm for Classification of Incomplete Samples.
KICSS
Robert K. Nowicki, Bartosz A. Nowak, Marcin Wozniak
2014 — conf
Basic Concept of Cuckoo Search Algorithm for 2D Images Processing with Some Research Results - An Idea to Apply Cuckoo Search Algorithm in 2D Images Key-points Search.
SIGMAP
Marcin Wozniak, Dawid Polap
2014 — conf
Fitness function for evolutionary computation applied in dynamic object simulation and positioning.
CIVTS
Marcin Wozniak
2014 — conf
On Applying Evolutionary Computation Methods to Optimization of Vacation Cycle Costs in Finite-Buffer Queue.
ICAISC (1)
Marcin Wozniak, Wojciech M. Kempa, Marcin Gabryel, Robert K. Nowicki, Zhifei Shao
2014 — conf
Positioning Traffic in NoSQL Database Systems by the Use of Particle Swarm Algorithm.
WOA
Marcin Wozniak
2014 — conf
Simplified firefly algorithm for 2D image key-points search.
CIHLI
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana, Zbigniew Marszalek, Dawid Polap, Marcin Wozniak
2014 J jnl
Simplified firefly algorithm for 2D image key-points search.
CoRR
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana, Zbigniew Marszalek, Dawid Polap, Marcin Wozniak
2013 — conf
Efficient Execution of Erasure Codes on AMD APU Architecture.
PPAM (1)
Roman Wyrzykowski, Marcin Wozniak, Lukasz Kuczynski
2013 — conf
Genetic Cost Optimization of the GI/M/1/N Finite-Buffer Queue with a Single Vacation Policy.
ICAISC (2)
Marcin Gabryel, Robert K. Nowicki, Marcin Wozniak, Wojciech M. Kempa
2013 — conf
Modified Merge Sort Algorithm for Large Scale Data Sets.
ICAISC (2)
Marcin Wozniak, Zbigniew Marszalek, Marcin Gabryel, Robert K. Nowicki
2013 — conf
On Applying Cuckoo Search Algorithm to Positioning GI/M/1/N Finite-Buffer Queue with a Single Vacation Policy.
MICAI (Special Sessions)
Marcin Wozniak
2013 — conf
Preprocessing Large Data Sets by the Use of Quick Sort Algorithm.
KICSS
Marcin Wozniak, Zbigniew Marszalek, Marcin Gabryel, Robert K. Nowicki
2012 — conf
Creating Learning Sets for Control Systems Using an Evolutionary Method.
ICAISC (SIDE-EC)
Marcin Gabryel, Marcin Wozniak, Robert Nowicki
2010 — conf
Towards Efficient Execution of Erasure Codes on Multicore Architectures.
PARA (2)
Roman Wyrzykowski, Lukasz Kuczynski, Marcin Wozniak
2009 — conf
Parallel Implementation of Conjugate Gradient Method on Graphics Processors.
PPAM (1)
Marcin Wozniak, Tomasz Olas, Roman Wyrzykowski