Marcin Wozniak

According to our database1, Marcin Wozniak authored at least 105 papers between 2009 and 2019.

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Bibliography

2019
A Multi-Agent Gamification System for Managing Smart Homes.
Sensors, 2019

A regional adaptive variational PDE model for computed tomography image reconstruction.
Pattern Recognition, 2019

The Phase and Shift-Invariant Feature by Adaptive Independent Subspace Analysis for Cortical Complex Cells.
ITC, 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.
Computers, 2019

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

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

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

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

2018
Bio-inspired methods modeled for respiratory disease detection from medical images.
Swarm and Evolutionary Computation, 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. UCS, 2018

Real Time Path Finding for Assisted Living Using Deep Learning.
J. UCS, 2018

Advances in Security and Privacy of Multimodal Interfaces.
J. UCS, 2018

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

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

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

Cloudification of Virtual Reality Gliding Simulation Game.
Information, 2018

Object detection and recognition via clustered features.
Neurocomputing, 2018

Multi-threaded learning control mechanism for neural networks.
Future Generation Comp. Syst., 2018

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

Heat production optimization using bio-inspired algorithms.
Eng. Appl. of AI, 2018

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

Small lung nodules detection based on local variance analysis and probabilistic neural network.
Computer Methods and Programs in Biomedicine, 2018

Combining Cryptography with EEG Biometrics.
Comp. Int. and Neurosc., 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. Science, 2017

Application of Bio-Inspired Methods in Distributed Gaming Systems.
ITC, 2017

The Use of Wavelet Transformation in Conjunction with a Heuristic Algorithm as a Tool for Feature Extraction from Signals.
ITC, 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.
IJCSA, 2016

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

Human Activity Recognition in AAL Environments Using Random Projections.
Comp. Math. Methods in 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.
Applied Mathematics and Computer Science, 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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