Marcin Wozniak

According to our database1, Marcin Wozniak authored at least 157 papers between 2009 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Intelligent Internet of Things System for Smart Home Optimal Convection.
IEEE Trans. Ind. Informatics, 2021

Body Pose Prediction Based on Motion Sensor Data and Recurrent Neural Network.
IEEE Trans. Ind. Informatics, 2021

Recurrent Neural Network Model for IoT and Networking Malware Threat Detection.
IEEE Trans. Ind. Informatics, 2021

Advanced Computational Intelligence for Object Detection, Feature Extraction and Recognition in Smart Sensor Environments.
Sensors, 2021

Impact of Current Pulsation on BLDC Motor Parameters.
Sensors, 2021

Review of Road Segmentation for SAR Images.
Remote. Sens., 2021

MobileGCN applied to low-dimensional node feature learning.
Pattern Recognit., 2021

DecomVQANet: Decomposing visual question answering deep network via tensor decomposition and regression.
Pattern Recognit., 2021

An Image Super-Resolution Reconstruction Method with Single Frame Character Based on Wavelet Neural Network in Internet of Things.
Mob. Networks Appl., 2021

6G-Enabled IoT Home Environment Control Using Fuzzy Rules.
IEEE Internet Things J., 2021

Red fox optimization algorithm.
Expert Syst. Appl., 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

Abnormal Detection of Electricity Consumption of User Based on Particle Swarm Optimization and Long Short Term Memory With the Attention Mechanism.
IEEE Access, 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

A spiking neural network-based long-term prediction system for biogas production.
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

Accurate and fast URL phishing detector: A convolutional neural network approach.
Comput. Networks, 2020

Wearable system for real-time monitoring of hemodynamic parameters: Implementation and evaluation.
Biomed. Signal Process. Control., 2020

Road Detection Based on Shearlet for GF-3 Synthetic Aperture Radar Images.
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

Data system model for easy human-machine interactions over communication interfaces.
Proceedings of the Fourth IEEE International Conference on Robotic Computing, 2020

Bilinear Semi-Tensor Product Attention (BSTPA) model for visual question answering.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Encoder-Decoder Based CNN Structure for Microscopic Image Identification.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

SURF Algorithm with Convolutional Neural Network as Face Recognition Technique.
Proceedings of the Artificial Intelligence and Soft Computing, 2020

Multi-agent Architecture for Internet of Medical Things.
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

Efficient Visual Classification by Fuzzy Rules.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Future Graduate Salaries Prediction Model Based On Recurrent Neural Network.
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 Multi-Agent Gamification System for Managing Smart Homes.
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

A neuro-heuristic approach for recognition of lung diseases from X-ray images.
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

Minimalistic Approach to Coreference Resolution in Lithuanian Medical Records.
Comput. Math. Methods Medicine, 2019

Bio-inspired voice evaluation mechanism.
Appl. Soft Comput., 2019

URL-based Phishing Attack Detection by Convolutional Neural Networks.
Aust. J. Intell. Inf. Process. Syst., 2019

Discovering Sequences in Systems Logs by Neural Networks.
Aust. J. Intell. Inf. Process. Syst., 2019

An Adaptive Local Descriptor Embedding Zernike Moments for Image Matching.
IEEE Access, 2019

Risk Assessment of Hypertension in Steel Workers Based on LVQ and Fisher-SVM Deep Excavation.
IEEE Access, 2019

A Biomimetic Flexible Fishtail Embedded With Shape Memory Alloy Wires.
IEEE Access, 2019

Adaptive Independent Subspace Analysis of Brain Magnetic Resonance Imaging Data.
IEEE Access, 2019

Recommendation Based on Review Texts and Social Communities: A Hybrid Model.
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

Iterative Design and Implementation of Rapid Gradient Descent Method.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

Gamification of Eye Exercises for Evaluating Eye Fatigue.
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
Bio-inspired methods modeled for respiratory disease detection from medical images.
Swarm Evol. Comput., 2018

An Intelligent System for Monitoring Skin Diseases.
Sensors, 2018

Adaptive neuro-heuristic hybrid model for fruit peel defects detection.
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

Real Time Path Finding for Assisted Living Using Deep Learning.
J. Univers. Comput. Sci., 2018

Advances in Security and Privacy of Multimodal Interfaces.
J. Univers. Comput. Sci., 2018

H∞ Control of Network Control System for Singular Plant.
Inf. Technol. Control., 2018

Low Energy Consumption and Data Redundancy Approach of Wireless Sensor Networks with Bigdata.
Inf. Technol. Control., 2018

A Soft Body Physics Simulator with Computational Offloading to the Cloud.
Inf., 2018

Cloudification of Virtual Reality Gliding Simulation Game.
Inf., 2018

Object detection and recognition via clustered features.
Neurocomputing, 2018

Multi-threaded learning control mechanism for neural networks.
Future Gener. Comput. Syst., 2018

Automated fluorescence microscopy image analysis of Pseudomonas aeruginosa bacteria in alive and dead stadium.
Eng. Appl. Artif. Intell., 2018

Heat production optimization using bio-inspired algorithms.
Eng. Appl. Artif. Intell., 2018

Fully Flexible Parallel Merge Sort for Multicore Architectures.
Complex., 2018

Small lung nodules detection based on local variance analysis and probabilistic neural network.
Comput. Methods Programs Biomed., 2018

Combining Cryptography with EEG Biometrics.
Comput. Intell. Neurosci., 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

Accident Prevention System During Immersion in Virtual Reality.
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

Sentiment Analysis of Lithuanian Texts Using Deep Learning Methods.
Proceedings of the Information and Software Technologies - 24th International Conference, 2018

Exploiting OSC Models by Using Neural Networks with an Innovative Pruning Algorithm.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

Block Matching Based Obstacle Avoidance for Unmanned Aerial Vehicle.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

The impact of parallel programming on faster image filtering.
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018

Authorship Identification Using Random Projections.
Proceedings of the Artificial Intelligence and Algorithms in Intelligent Systems, 2018

Recognition of human daytime fatigue using keystroke data.
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

IMF mode demixing in EMD for jitter analysis.
J. Comput. Sci., 2017

Application of Bio-Inspired Methods in Distributed Gaming Systems.
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

Image approach to voice recognition.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Lung segmentation on x-ray images with neural validation.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Radiation heat transfer optimization by the use of modified ant lion optimizer.
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

Performance Evaluation of DBN Learning on Intel Multi- and Manycore Architectures.
Proceedings of the Parallel Processing and Applied Mathematics, 2017

Environment Scene Classification Based on Images Using Bag-of-Words.
Proceedings of the Computational Intelligence - 9th International Joint Conference, 2017

Environment Recognition based on Images using Bag-of-Words.
Proceedings of the 9th International Joint Conference on Computational Intelligence, 2017

Detection of Important Features from Images Using Heuristic Approach.
Proceedings of the Information and Software Technologies - 23rd International Conference, 2017

Extraction and Analysis of Voice Samples Based on Short Audio Files.
Proceedings of the Information and Software Technologies - 23rd International Conference, 2017

Analysis of Keystroke Dynamics for Fatigue Recognition.
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

Towards Rhythmicity Analysis of Text using Empirical Mode Decomposition.
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

Nonnegative Matrix Factorization Based Decomposition for Time Series Modelling.
Proceedings of the Computer Information Systems and Industrial Management, 2017

2016
Smartphone User Identity Verification Using Gait Characteristics.
Symmetry, 2016

A Novel Neural Networks-Based Texture Image Processing Algorithm for Orange Defects Classification.
Int. J. Comput. Sci. Appl., 2016

Graphic object feature extraction system based on Cuckoo Search Algorithm.
Expert Syst. Appl., 2016

A First Attempt to Cloud-Based User Verification in Distributed System.
CoRR, 2016

Is swarm intelligence able to create mazes?
CoRR, 2016

Human Activity Recognition in AAL Environments Using Random Projections.
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

Intelligent tagging of online texts using fuzzy logic.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

IMF remixing for mode demixing in EMD and application for jitter analysis.
Proceedings of the IEEE Symposium on Computers and Communication, 2016

QoS Mechanism for Low Speed Radio Networks - Case Study.
Proceedings of the Image Processing and Communications Challenges 8, 2016

Novel Image Correction Method Based on Swarm Intelligence Approach.
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

Self Organizing Maps for 3D Face Understanding.
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

Toward adaptive heuristic video frames capturing and correction in real-time.
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016

2015
Recent Possibilities of Intelligent Agents in Distributed Systems.
Proceedings of the 16th Workshop "From Objects to Agents", 2015

A Novel Approach Toward X-RAY Images Classifier.
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

Novel approach toward medical signals classifier.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

A multiscale image compressor with RBFNN and Discrete Wavelet decomposition.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Is the Colony of Ants Able to Recognize Graphic Objects?
Proceedings of the Information and Software Technologies - 21st International Conference, 2015

Can We Process 2D Images Using Artificial Bee Colony?
Proceedings of the Artificial Intelligence and Soft Computing, 2015

Multi-class Nearest Neighbour Classifier for Incomplete Data Handling.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

Toward Work Groups Classification Based on Probabilistic Neural Network Approach.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

An Application of Differential Evolution to Positioning Queueing Systems.
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

An Application of Firefly Algorithm to Position Traffic in NoSQL Database Systems.
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

An Idea to Apply Firefly Algorithm in 2D Image Key-Points Search.
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

Simplified firefly algorithm for 2D image key-points search.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Human-like Intelligence, 2014

2013
Efficient Execution of Erasure Codes on AMD APU Architecture.
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

Preprocessing Large Data Sets by the Use of Quick Sort Algorithm.
Proceedings of the Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions - Selected Papers from KICSS'2013, 2013

Modified Merge Sort Algorithm for Large Scale Data Sets.
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
Creating Learning Sets for Control Systems Using an Evolutionary Method.
Proceedings of the Swarm and Evolutionary Computation, 2012

2010
Towards Efficient Execution of Erasure Codes on Multicore Architectures.
Proceedings of the Applied Parallel and Scientific Computing, 2010

2009
Parallel Implementation of Conjugate Gradient Method on Graphics Processors.
Proceedings of the Parallel Processing and Applied Mathematics, 2009


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