Marcin Wozniak
Orcid: 0000-0002-9073-5347
According to our database1,
Marcin Wozniak
authored at least 237 papers
between 2009 and 2024.
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Bibliography
2024
Pattern Recognit., March, 2024
Expert Syst. Appl., March, 2024
APGVAE: Adaptive disentangled representation learning with the graph-based structure information.
Inf. Sci., February, 2024
Comput. Intell., February, 2024
Hybrid framework for respiratory lung diseases detection based on classical CNN and quantum classifiers from chest X-rays.
Biomed. Signal Process. Control., February, 2024
Shortcut Learning Explanations for Deep Natural Language Processing: A Survey on Dataset Biases.
IEEE Access, 2024
2023
Nonlinear dimensionality reduction method of scheduling frequent information in wireless networks based on multilevel mapping.
Wirel. Networks, October, 2023
Exploiting Dynamic Vector-Level Operations and a 2D-Enhanced Logistic Modular Map for Efficient Chaotic Image Encryption.
Entropy, August, 2023
Biomed. Signal Process. Control., August, 2023
Neural Comput. Appl., July, 2023
Future Gener. Comput. Syst., April, 2023
Denoising Aggregation of Graph Neural Networks by Using Principal Component Analysis.
IEEE Trans. Ind. Informatics, March, 2023
Spline Interpolation and Deep Neural Networks as Feature Extractors for Signature Verification Purposes.
IEEE Internet Things J., February, 2023
Vehicle Parking Navigation Based on Edge Computing With Diffusion Model and Information Potential Field.
IEEE Trans. Serv. Comput., 2023
3D Road Lane Classification with Improved Texture Patterns and Optimized Deep Classifier.
Sensors, 2023
Should I Turn or Should I Go? Simulation of Pedestrian Behaviour in an Urban Environment.
J. Simulation, 2023
Biomed. Signal Process. Control., 2023
Feature Selection Using Selective Opposition Based Artificial Rabbits Optimization for Arrhythmia Classification on Internet of Medical Things Environment.
IEEE Access, 2023
Brain Tumor Categorization and Retrieval Using Deep Brain Incep Res Architecture Based Reinforcement Learning Network.
IEEE Access, 2023
Proceedings of the Artificial Intelligence and Soft Computing, 2023
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
2022
Mob. Networks Appl., December, 2022
Deep Neural Network Heuristic Hierarchization for Cooperative Intelligent Transportation Fleet Management.
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Trans. Ind. Informatics, 2022
Lightweight Convolutional Neural Network Model for Human Face Detection in Risk Situations.
IEEE Trans. Ind. Informatics, 2022
Application of Nature-Inspired Algorithms to Computed Tomography with Incomplete Data.
Symmetry, 2022
Guidance Image-Based Enhanced Matched Filter with Modified Thresholding for Blood Vessel Extraction.
Symmetry, 2022
Energy Efficient Consensus Approach of Blockchain for IoT Networks with Edge Computing.
Sensors, 2022
Minimization of Energy Losses in the BLDC Motor for Improved Control and Power Supply of the System under Static Load.
Sensors, 2022
Robust and Secure Data Transmission Using Artificial Intelligence Techniques in Ad-Hoc Networks.
Sensors, 2022
A Novel Blockchain-Based Healthcare System Design and Performance Benchmarking on a Multi-Hosted Testbed.
Sensors, 2022
A Hybrid Mayfly-Aquila Optimization Algorithm Based Energy-Efficient Clustering Routing Protocol for Wireless Sensor Networks.
Sensors, 2022
BBNSF: Blockchain-Based Novel Secure Framework Using RP2-RSA and ASR-ANN Technique for IoT Enabled Healthcare Systems.
Sensors, 2022
Optimal Cluster Head Selection in WSN with Convolutional Neural Network-Based Energy Level Prediction.
Sensors, 2022
Sensors, 2022
Efficient Middleware for the Portability of PaaS Services Consuming Applications among Heterogeneous Clouds.
Sensors, 2022
A hybridization of distributed policy and heuristic augmentation for improving federated learning approach.
Neural Networks, 2022
Recurrent neural network model for high-speed train vibration prediction from time series.
Neural Comput. Appl., 2022
A heuristic approach to the hyperparameters in training spiking neural networks using spike-timing-dependent plasticity.
Neural Comput. Appl., 2022
Accurate Key Frame Extraction Algorithm of Video Action for Aerobics Online Teaching.
Mob. Networks Appl., 2022
Intelligent spacing selection model under energy-saving constraints for the selection of communication nodes in the Internet of Things.
Mob. Networks Appl., 2022
Virtual Reconstruction System of Building Spatial Structure Based on Laser 3D Scanning under Multivariate Big Data Fusion.
Mob. Networks Appl., 2022
A hole filling and optimization algorithm of remote sensing image based on bilateral filtering.
Mob. Networks Appl., 2022
Improving performance and efficiency of Graph Neural Networks by injective aggregation.
Knowl. Based Syst., 2022
J. King Saud Univ. Comput. Inf. Sci., 2022
Experimental Technologies in the Diagnosis and Treatment of COVID-19 in Patients with Comorbidities.
J. Heal. Informatics Res., 2022
An efficient quality of services based wireless sensor network for anomaly detection using soft computing approaches.
J. Cloud Comput., 2022
Agent-based simulation of pedestrian movement: a gradient method with an amplification parameter.
Int. J. Simul. Process. Model., 2022
Ensemble machine learning approaches for webshell detection in Internet of things environments.
Trans. Emerg. Telecommun. Technol., 2022
Appl. Soft Comput., 2022
IEEE Access, 2022
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
Proceedings of the 5th International ACM Mobicom Workshop on Drone Assisted Wireless Communications for 5G and Beyond, 2022
Proceedings of the Artificial Intelligence and Soft Computing, 2022
Proceedings of the Artificial Intelligence and Soft Computing, 2022
2021
IEEE Trans. Ind. Informatics, 2021
IEEE Trans. Ind. Informatics, 2021
IEEE Trans. Ind. Informatics, 2021
Secure Surveillance Systems Using Partial-Regeneration-Based Non-Dominated Optimization and 5D-Chaotic Map.
Symmetry, 2021
A Technology Acceptance Model-Based Analytics for Online Mobile Games Using Machine Learning Techniques.
Symmetry, 2021
Advanced Computational Intelligence for Object Detection, Feature Extraction and Recognition in Smart Sensor Environments.
Sensors, 2021
Sensors, 2021
IoT and Interpretable Machine Learning Based Framework for Disease Prediction in Pearl Millet.
Sensors, 2021
A Survey of Deep Convolutional Neural Networks Applied for Prediction of Plant Leaf Diseases.
Sensors, 2021
Remote. Sens., 2021
DecomVQANet: Decomposing visual question answering deep network via tensor decomposition and regression.
Pattern Recognit., 2021
Mob. Networks Appl., 2021
An Image Super-Resolution Reconstruction Method with Single Frame Character Based on Wavelet Neural Network in Internet of Things.
Mob. Networks Appl., 2021
Design of a MEMS sensor array for dam subsidence monitoring based on dual-sensor cooperative measurements.
KSII Trans. Internet Inf. Syst., 2021
IEEE Internet Things J., 2021
Int. J. Distributed Sens. Networks, 2021
Meta-heuristic as manager in federated learning approaches for image processing purposes.
Appl. Soft Comput., 2021
Smart Homes: How Much Will They Support Us? A Research on Recent Trends and Advances.
IEEE Access, 2021
Short-Term Load Forecasting Based on Adabelief Optimized Temporal Convolutional Network and Gated Recurrent Unit Hybrid Neural Network.
IEEE Access, 2021
TLEFuzzyNet: Fuzzy Rank-Based Ensemble of Transfer Learning Models for Emotion Recognition From Human Speeches.
IEEE Access, 2021
Multi Objective Enhancement Method for Embedded Software Quality of e-Commerce Platform Based on Firefly Algorithm Optimization.
IEEE Access, 2021
Abnormal Detection of Electricity Consumption of User Based on Particle Swarm Optimization and Long Short Term Memory With the Attention Mechanism.
IEEE Access, 2021
Proceedings of the DroneCom '21: Proceedings of the 4th ACM MobiCom Workshop on Drone Assisted Wireless Communications for 5G and Beyond, 2021
Proceedings of the Artificial Intelligence and Soft Computing, 2021
Proceedings of the Artificial Intelligence and Soft Computing, 2021
Proceedings of the Artificial Intelligence and Soft Computing, 2021
Image features extractor based on hybridization of fuzzy controller and meta-heuristic.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
2020
Intelligent Home Systems for Ubiquitous User Support by Using Neural Networks and Rule-Based Approach.
IEEE Trans. Ind. Informatics, 2020
Small Lung Nodules Detection Based on Fuzzy-Logic and Probabilistic Neural Network With Bioinspired Reinforcement Learning.
IEEE Trans. Fuzzy Syst., 2020
Classification of Infrared Objects in Manifold Space Using Kullback-Leibler Divergence of Gaussian Distributions of Image Points.
Symmetry, 2020
NAS-HRIS: Automatic Design and Architecture Search of Neural Network for Semantic Segmentation in Remote Sensing Images.
Sensors, 2020
High-Resolution SAR Image Despeckling Based on Nonlocal Means Filter and Modified AA Model.
Secur. Commun. Networks, 2020
Soft trees with neural components as image-processing technique for archeological excavations.
Pers. Ubiquitous Comput., 2020
Neural Networks, 2020
Encryption technology of voice transmission in mobile network based on 3DES-ECC algorithm.
Mob. Networks Appl., 2020
Intelligent automation of dental material analysis using robotic arm with Jerk optimized trajectory.
J. Ambient Intell. Humaniz. Comput., 2020
Alternating Direction Projections onto Convex Sets for Super-Resolution Image Reconstruction.
Inf. Technol. Control., 2020
Dynamic Scheduling Algorithm for Delay-Sensitive Vehicular Safety Applications in Cellular Network.
Inf. Technol. Control., 2020
dCCPI-predictor: A state-aware approach for effectively predicting cross-core performance interference.
Future Gener. Comput. Syst., 2020
Comput. Networks, 2020
Wearable system for real-time monitoring of hemodynamic parameters: Implementation and evaluation.
Biomed. Signal Process. Control., 2020
IEEE Access, 2020
Collaborative learning with taboos for machine learning methods in big data problems.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Proceedings of the Fourth IEEE International Conference on Robotic Computing, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Proceedings of the Artificial Intelligence and Soft Computing, 2020
Proceedings of the Artificial Intelligence and Soft Computing, 2020
Data Augmentation Using Principal Component Resampling for Image Recognition by Deep Learning.
Proceedings of the Artificial Intelligence and Soft Computing, 2020
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, 2020
2019
A Smartphone Application for Automated Decision Support in Cognitive Task Based Evaluation of Central Nervous System Motor Disorders.
IEEE J. Biomed. Health Informatics, 2019
Multi-Level Features Extraction for Discontinuous Target Tracking in Remote Sensing Image Monitoring.
Sensors, 2019
A regional adaptive variational PDE model for computed tomography image reconstruction.
Pattern Recognit., 2019
Recovery of a Compressed Sensing CT Image Using a Smooth Re-weighted Function- Regularized Least-Squares Algorithm.
Inf. Technol. Control., 2019
The Phase and Shift-Invariant Feature by Adaptive Independent Subspace Analysis for Cortical Complex Cells.
Inf. Technol. Control., 2019
Expert Syst. Appl., 2019
Sentiment Analysis of Lithuanian Texts Using Traditional and Deep Learning Approaches.
Comput., 2019
Multi-sink distributed power control algorithm for Cyber-physical-systems in coal mine tunnels.
Comput. Networks, 2019
Comput. Math. Methods Medicine, 2019
Aust. J. Intell. Inf. Process. Syst., 2019
Aust. J. Intell. Inf. Process. Syst., 2019
IEEE Access, 2019
Risk Assessment of Hypertension in Steel Workers Based on LVQ and Fisher-SVM Deep Excavation.
IEEE Access, 2019
IEEE Access, 2019
IEEE Access, 2019
IEEE Access, 2019
Acceleration of data handling in neural networks by using cascade classification model.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Bacteria shape classification by the use of region covariance and Convolutional Neural Network.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the Artificial Intelligence and Soft Computing, 2019
Proceedings of the Artificial Intelligence and Soft Computing, 2019
Conceptual Framework for Modeling Complex Urban Systems - From Theoretical Assumptions to Empirical Basis.
Proceedings of the Advances in Social Simulation, 2019
Lessening Stress and Anxiety-Related Behaviors by means of AI-driven Drones for Aromatherapy.
Proceedings of the 6th Italian Workshop on Artificial Intelligence and Robotics co-located with the XVIII International Conference of the Italian Association for Artificial Intelligence (AI*IA 2019), 2019
2018
Swarm Evol. Comput., 2018
Neural Networks, 2018
A novel training method to preserve generalization of RBPNN classifiers applied to ECG signals diagnosis.
Neural Networks, 2018
Design of Computational Intelligence-based Language Interface for Human-Machine Secure Interaction.
J. Univers. Comput. Sci., 2018
J. Univers. Comput. Sci., 2018
J. Univers. Comput. Sci., 2018
Inf. Technol. Control., 2018
Low Energy Consumption and Data Redundancy Approach of Wireless Sensor Networks with Bigdata.
Inf. Technol. Control., 2018
Future Gener. Comput. Syst., 2018
Automated fluorescence microscopy image analysis of Pseudomonas aeruginosa bacteria in alive and dead stadium.
Eng. Appl. Artif. Intell., 2018
Eng. Appl. Artif. Intell., 2018
Small lung nodules detection based on local variance analysis and probabilistic neural network.
Comput. Methods Programs Biomed., 2018
Study on Remote Sensing Image Vegetation Classification Method Based on Decision Tree Classifier.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Chest radiographs segmentation by the use of nature-inspired algorithm for lung disease detection.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Proceedings of the Multimedia and Network Information Systems, 2018
The Impact of the Cost Function on the Operation of the Intelligent Agent in 2D Games.
Proceedings of the Information and Software Technologies - 24th International Conference, 2018
Proceedings of the Information and Software Technologies - 24th International Conference, 2018
Proceedings of the Artificial Intelligence and Soft Computing, 2018
Proceedings of the Artificial Intelligence and Soft Computing, 2018
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018
Proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems, 2018
Proceedings of the 9th International Conference on Ambient Systems, 2018
2017
Polar Bear Optimization Algorithm: Meta-Heuristic with Fast Population Movement and Dynamic Birth and Death Mechanism.
Symmetry, 2017
Obstacle Detection as a Safety Alert in Augmented Reality Models by the Use of Deep Learning Techniques.
Sensors, 2017
Hybrid neuro-heuristic methodology for simulation and control of dynamic systems over time interval.
Neural Networks, 2017
Inf. Technol. Control., 2017
The Use of Wavelet Transformation in Conjunction with a Heuristic Algorithm as a Tool for Feature Extraction from Signals.
Inf. Technol. Control., 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
A Neural Network Pattern Recognition Approach to Automatic Rainfall Classification by Using Signal Strength in LTE/4G Networks.
Proceedings of the Rough Sets - International Joint Conference, 2017
Proceedings of the Parallel Processing and Applied Mathematics, 2017
Proceedings of the Computational Intelligence - 9th International Joint Conference, 2017
Proceedings of the 9th International Joint Conference on Computational Intelligence, 2017
Proceedings of the Information and Software Technologies - 23rd International Conference, 2017
Proceedings of the Information and Software Technologies - 23rd International Conference, 2017
Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017
Combining SVD and Co-occurrence Matrix Information to Recognize Organic Solar Cells Defects with a Elliptical Basis Function Network Classifier.
Proceedings of the Artificial Intelligence and Soft Computing, 2017
State Flipping Based Hyper-Heuristic for Hybridization of Nature Inspired Algorithms.
Proceedings of the Artificial Intelligence and Soft Computing, 2017
Photo-Electro Characterization and Modeling of Organic Light-Emitting Diodes by Using a Radial Basis Neural Network.
Proceedings of the Artificial Intelligence and Soft Computing, 2017
Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017
Available Bandwidth Estimation in Smart VPN Bonding Technique based on a NARX Neural Network.
Proceedings of the 2017 Federated Conference on Computer Science and Information Systems, 2017
Proceedings of the Computer Information Systems and Industrial Management, 2017
2016
A Novel Neural Networks-Based Texture Image Processing Algorithm for Orange Defects Classification.
Int. J. Comput. Sci. Appl., 2016
Expert Syst. Appl., 2016
Comput. Math. Methods Medicine, 2016
On manipulation of initial population search space in heuristic algorithm through the use of parallel processing approach.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the IEEE Symposium on Computers and Communication, 2016
Proceedings of the Image Processing and Communications Challenges 8, 2016
Proceedings of the Information and Software Technologies - 22nd International Conference, 2016
Introduction to the Model of the Active Assistance System for Elder and Disabled People.
Proceedings of the Information and Software Technologies - 22nd International Conference, 2016
Proceedings of the Artificial Intelligence and Soft Computing, 2016
Transient Solution for Queueing Delay Distribution in the GI/M/1/K-type Mode with "Queued" Waking up and Balking.
Proceedings of the Artificial Intelligence and Soft Computing, 2016
Characterisation and Modeling of Organic Solar Cells by Using Radial Basis Neural Networks.
Proceedings of the Artificial Intelligence and Soft Computing, 2016
A Clustering Based System for Automated Oil Spill Detection by Satellite Remote Sensing.
Proceedings of the Artificial Intelligence and Soft Computing, 2016
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016
2015
Proceedings of the 16th Workshop "From Objects to Agents", 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Enhancing Environmental Surveillance Against Organised Crime with Radial Basis Neural Networks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the Information and Software Technologies - 21st International Conference, 2015
Proceedings of the Artificial Intelligence and Soft Computing, 2015
Proceedings of the Artificial Intelligence and Soft Computing, 2015
Proceedings of the Artificial Intelligence and Soft Computing, 2015
Proceedings of the Artificial Intelligence and Soft Computing, 2015
Automatic classification of fruit defects based on co-occurrence matrix and neural networks.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015
2014
A finite-buffer queue with a single vacation policy: An analytical study with evolutionary positioning.
Int. J. Appl. Math. Comput. Sci., 2014
Positioning Traffic in NoSQL Database Systems by the Use of Particle Swarm Algorithm.
Proceedings of the XV Workshop "Dagli Oggetti agli Agenti", 2014
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.
Proceedings of the SIGMAP 2014, 2014
Proceedings of the Knowledge, Information and Creativity Support Systems - Selected Papers from KICSS'2014, 2014
Application of Rough Sets in k Nearest Neighbours Algorithm for Classification of Incomplete Samples.
Proceedings of the Knowledge, Information and Creativity Support Systems - Selected Papers from KICSS'2014, 2014
Proceedings of the Information and Software Technologies - 20th International Conference, 2014
On Applying Evolutionary Computation Methods to Optimization of Vacation Cycle Costs in Finite-Buffer Queue.
Proceedings of the Artificial Intelligence and Soft Computing, 2014
Fitness function for evolutionary computation applied in dynamic object simulation and positioning.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Human-like Intelligence, 2014
2013
Proceedings of the Parallel Processing and Applied Mathematics, 2013
On Applying Cuckoo Search Algorithm to Positioning GI/M/1/N Finite-Buffer Queue with a Single Vacation Policy.
Proceedings of the 12th Mexican International Conference on Artificial Intelligence, 2013
Proceedings of the Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions - Selected Papers from KICSS'2013, 2013
Proceedings of the Artificial Intelligence and Soft Computing, 2013
Genetic Cost Optimization of the GI/M/1/N Finite-Buffer Queue with a Single Vacation Policy.
Proceedings of the Artificial Intelligence and Soft Computing, 2013
2012
Proceedings of the Swarm and Evolutionary Computation, 2012
2010
Proceedings of the Applied Parallel and Scientific Computing, 2010
2009
Proceedings of the Parallel Processing and Applied Mathematics, 2009