Parallel Implementation of Conjugate Gradient Method on Graphics Processors. - Marcin Wozniak; Tomasz Olas; Roman Wyrzykowski (PPAM (1), 2009)

Towards Efficient Execution of Erasure Codes on Multicore Architectures. - Roman Wyrzykowski; Lukasz Kuczynski; Marcin Wozniak (PARA (2), 2010)

Creating Learning Sets for Control Systems Using an Evolutionary Method. - Marcin Gabryel; Marcin Wozniak; Robert Nowicki (ICAISC (SIDE-EC), 2012)

Genetic Cost Optimization of the GI/M/1/N Finite-Buffer Queue with a Single Vacation Policy. - Marcin Gabryel; Robert K. Nowicki; Marcin Wozniak; Wojciech M. Kempa (ICAISC (2), 2013)

Modified Merge Sort Algorithm for Large Scale Data Sets. - Marcin Wozniak; Zbigniew Marszalek; Marcin Gabryel; Robert K. Nowicki (ICAISC (2), 2013)

Preprocessing Large Data Sets by the Use of Quick Sort Algorithm. - Marcin Wozniak; Zbigniew Marszalek; Marcin Gabryel; Robert K. Nowicki (KICSS, 2013)

On Applying Cuckoo Search Algorithm to Positioning GI/M/1/N Finite-Buffer Queue with a Single Vacation Policy. - Marcin Wozniak (MICAI (Special Sessions), 2013)

Efficient Execution of Erasure Codes on AMD APU Architecture. - Roman Wyrzykowski; Marcin Wozniak; Lukasz Kuczynski (PPAM (1), 2013)

Simplified firefly algorithm for 2D image key-points search. - Christian Napoli 001; Giuseppe Pappalardo; Emiliano Tramontana; Zbigniew Marszalek; Dawid Polap; Marcin Wozniak (CIHLI, 2014)

Fitness function for evolutionary computation applied in dynamic object simulation and positioning. - Marcin Wozniak (CIVTS, 2014)

On Applying Evolutionary Computation Methods to Optimization of Vacation Cycle Costs in Finite-Buffer Queue. - Marcin Wozniak; Wojciech M. Kempa; Marcin Gabryel; Robert K. Nowicki; Zhifei Shao (ICAISC (1), 2014)

An Idea to Apply Firefly Algorithm in 2D Image Key-Points Search. - Marcin Wozniak; Zbigniew Marszalek (ICIST, 2014)

Application of Rough Sets in k Nearest Neighbours Algorithm for Classification of Incomplete Samples. - Robert K. Nowicki; Bartosz A. Nowak; Marcin Wozniak (KICSS, 2014)

An Application of Firefly Algorithm to Position Traffic in NoSQL Database Systems. - Marcin Wozniak; Marcin Gabryel; Robert K. Nowicki; Bartosz A. Nowak (KICSS, 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. - Marcin Wozniak; Dawid Polap (SIGMAP, 2014)

Positioning Traffic in NoSQL Database Systems by the Use of Particle Swarm Algorithm. - Marcin Wozniak (WOA, 2014)

A finite-buffer queue with a single vacation policy: An analytical study with evolutionary positioning. - Marcin Wozniak; Wojciech M. Kempa; Marcin Gabryel; Robert K. Nowicki (Int. J. Appl. Math. Comput. Sci., 2014)

Automatic classification of fruit defects based on co-occurrence matrix and neural networks. - Giacomo Capizzi; Grazia Lo Sciuto; Christian Napoli 001; Emiliano Tramontana; Marcin Wozniak (FedCSIS, 2015)

An Application of Differential Evolution to Positioning Queueing Systems. - Marcin Gabryel; Marcin Wozniak; Robertas Damasevicius (ICAISC, 2015)

Toward Work Groups Classification Based on Probabilistic Neural Network Approach. - Christian Napoli 001; Giuseppe Pappalardo; Emiliano Tramontana; Robert K. Nowicki; Janusz T. Starczewski; Marcin Wozniak (ICAISC (1), 2015)

Multi-class Nearest Neighbour Classifier for Incomplete Data Handling. - Bartosz A. Nowak; Robert K. Nowicki; Marcin Wozniak; Christian Napoli 001 (ICAISC (1), 2015)

Can We Process 2D Images Using Artificial Bee Colony? - Marcin Wozniak; Dawid Polap; Marcin Gabryel; Robert K. Nowicki; Christian Napoli 001; Emiliano Tramontana (ICAISC (1), 2015)

Is the Colony of Ants Able to Recognize Graphic Objects? - Dawid Polap; Marcin Wozniak; Christian Napoli 001; Emiliano Tramontana; Robertas Damasevicius (ICIST, 2015)

A multiscale image compressor with RBFNN and Discrete Wavelet decomposition. - Marcin Wozniak; Christian Napoli 001; Emiliano Tramontana; Giacomo Capizzi (IJCNN, 2015)

Novel approach toward medical signals classifier. - Marcin Wozniak; Dawid Polap; Robert K. Nowicki; Christian Napoli 001; Giuseppe Pappalardo; Emiliano Tramontana (IJCNN, 2015)

Enhancing Environmental Surveillance Against Organised Crime with Radial Basis Neural Networks. - Christian Napoli 001; Emiliano Tramontana; Marcin Wozniak (SSCI, 2015)

A Novel Approach Toward X-RAY Images Classifier. - Marcin Wozniak; Dawid Polap; Leon Kosmider; Christian Napoli 001; Emiliano Tramontana (SSCI, 2015)

Recent Possibilities of Intelligent Agents in Distributed Systems. - Marcin Wozniak (WOA, 2015)

Toward adaptive heuristic video frames capturing and correction in real-time. - Marcin Wozniak; Dawid Polap; Giacomo Capizzi; Grazia Lo Sciuto (FedCSIS, 2016)

A Clustering Based System for Automated Oil Spill Detection by Satellite Remote Sensing. - Giacomo Capizzi; Grazia Lo Sciuto; Marcin Wozniak; Robertas Damasevicius (ICAISC (2), 2016)

Characterisation and Modeling of Organic Solar Cells by Using Radial Basis Neural Networks. - Dor Gotleyb; Grazia Lo Sciuto; Christian Napoli 001; Rafi Shikler; Emiliano Tramontana; Marcin Wozniak (ICAISC (1), 2016)

Transient Solution for Queueing Delay Distribution in the GI/M/1/K-type Mode with "Queued" Waking up and Balking. - Wojciech M. Kempa; Marcin Wozniak; Robert K. Nowicki; Marcin Gabryel; Robertas Damasevicius (ICAISC (2), 2016)

Self Organizing Maps for 3D Face Understanding. - Janusz T. Starczewski; Sebastian Pabiasz; Natalia Vladymyrska; Antonino Marvuglia; Christian Napoli 001; Marcin Wozniak (ICAISC (2), 2016)

Introduction to the Model of the Active Assistance System for Elder and Disabled People. - Dawid Polap; Marcin Wozniak (ICIST, 2016)

Novel Image Correction Method Based on Swarm Intelligence Approach. - Marcin Wozniak (ICIST, 2016)

QoS Mechanism for Low Speed Radio Networks - Case Study. - Robert Palka; Wojciech Makowski; Marcin Wozniak; Piotr Brazkiewicz; Krzysztof Wosinski; Pawel Baturo; Michal Terlecki; Tomasz Gromacki (IP&C, 2016)

IMF remixing for mode demixing in EMD and application for jitter analysis. - Robertas Damasevicius; Christian Napoli 001; Tatjana Sidekerskiene; Marcin Wozniak (ISCC, 2016)

Intelligent tagging of online texts using fuzzy logic. - Robertas Damasevicius; Remigijus Valys; Marcin Wozniak (SSCI, 2016)

On manipulation of initial population search space in heuristic algorithm through the use of parallel processing approach. - Marcin Wozniak; Dawid Polap (SSCI, 2016)

Human Activity Recognition in AAL Environments Using Random Projections. - Robertas Damasevicius; Mindaugas Vasiljevas; Justas Salkevicius; Marcin Wozniak (Comput. Math. Methods Medicine, 2016)

Is swarm intelligence able to create mazes? - Dawid Polap; Marcin Wozniak; Christian Napoli 001; Emiliano Tramontana (CoRR, 2016)

A First Attempt to Cloud-Based User Verification in Distributed System. - Marcin Wozniak; Dawid Polap; Grzegorz Borowik; Christian Napoli 001 (CoRR, 2016)

Graphic object feature extraction system based on Cuckoo Search Algorithm. - Marcin Wozniak; Dawid Polap; Christian Napoli 001; Emiliano Tramontana (Expert Syst. Appl., 2016)

A Novel Neural Networks-Based Texture Image Processing Algorithm for Orange Defects Classification. - Giacomo Capizzi; Grazia Lo Sciuto; Christian Napoli 001; Emiliano Tramontana; Marcin Wozniak (Int. J. Comput. Sci. Appl., 2016)

Smartphone User Identity Verification Using Gait Characteristics. - Robertas Damasevicius; Rytis Maskeliunas; Algimantas Venckauskas; Marcin Wozniak (Symmetry, 2016)

Nonnegative Matrix Factorization Based Decomposition for Time Series Modelling. - Tatjana Sidekerskiene; Marcin Wozniak; Robertas Damasevicius (CISIM, 2017)

Available Bandwidth Estimation in Smart VPN Bonding Technique based on a NARX Neural Network. - Giacomo Capizzi; Grazia Lo Sciuto; Francesco Beritelli; Francesco Scaglione; Dawid Polap; Kamil Ksiazek; Marcin Wozniak (FedCSIS, 2017)

Towards Rhythmicity Analysis of Text using Empirical Mode Decomposition. - Robertas Damasevicius; Jurgita Kapociute-Dzikiene; Marcin Wozniak (KDIR, 2017)

Photo-Electro Characterization and Modeling of Organic Light-Emitting Diodes by Using a Radial Basis Neural Network. - Shiran Nabha Barnea; Grazia Lo Sciuto; Nathaniel Hai; Rafi Shikler; Giacomo Capizzi; Marcin Wozniak; Dawid Polap (ICAISC (2), 2017)

State Flipping Based Hyper-Heuristic for Hybridization of Nature Inspired Algorithms. - Robertas Damasevicius; Marcin Wozniak (ICAISC (1), 2017)

Combining SVD and Co-occurrence Matrix Information to Recognize Organic Solar Cells Defects with a Elliptical Basis Function Network Classifier. - Grazia Lo Sciuto; Giacomo Capizzi; Dor Gotleyb; Sivan Linde; Rafi Shikler; Marcin Wozniak; Dawid Polap (ICAISC (2), 2017)

Analysis of Keystroke Dynamics for Fatigue Recognition. - Mindaugas Ulinskas; Marcin Wozniak; Robertas Damasevicius (ICCSA (5), 2017)

Extraction and Analysis of Voice Samples Based on Short Audio Files. - Dawid Polap; Marcin Wozniak (ICIST, 2017)

Detection of Important Features from Images Using Heuristic Approach. - Dawid Polap; Marcin Wozniak (ICIST, 2017)

Environment Recognition based on Images using Bag-of-Words. - Taurius Petraitis; Rytis Maskeliunas; Robertas Damasevicius; Dawid Polap; Marcin Wozniak; Marcin Gabryel (IJCCI, 2017)

Environment Scene Classification Based on Images Using Bag-of-Words. - Taurius Petraitis; Rytis Maskeliunas; Robertas Damasevicius; Dawid Polap; Marcin Wozniak; Marcin Gabryel (IJCCI (Selected Papers), 2017)

Performance Evaluation of DBN Learning on Intel Multi- and Manycore Architectures. - Tomasz Olas; Wojciech K. Mleczko; Marcin Wozniak; Robert K. Nowicki; Pawel Gepner (PPAM (1), 2017)

A Neural Network Pattern Recognition Approach to Automatic Rainfall Classification by Using Signal Strength in LTE/4G Networks. - Francesco Beritelli; Giacomo Capizzi; Grazia Lo Sciuto; Francesco Scaglione; Dawid Polap; Marcin Wozniak (IJCRS (2), 2017)

Radiation heat transfer optimization by the use of modified ant lion optimizer. - Kamil Ksiazek; Dawid Polap; Marcin Wozniak; Robertas Damasevicius (SSCI, 2017)

Lung segmentation on x-ray images with neural validation. - Dawid Polap; Marcin Wozniak (SSCI, 2017)

Image approach to voice recognition. - Dawid Polap; Marcin Wozniak (SSCI, 2017)

The Use of Wavelet Transformation in Conjunction with a Heuristic Algorithm as a Tool for Feature Extraction from Signals. - Dawid Polap; Marcin Wozniak (Inf. Technol. Control., 2017)

Application of Bio-Inspired Methods in Distributed Gaming Systems. - Marcin Wozniak; Dawid Polap; Christian Napoli 001; Emiliano Tramontana (Inf. Technol. Control., 2017)

IMF mode demixing in EMD for jitter analysis. - Robertas Damasevicius; Christian Napoli 001; Tatjana Sidekerskiene; Marcin Wozniak (J. Comput. Sci., 2017)

Hybrid neuro-heuristic methodology for simulation and control of dynamic systems over time interval. - Marcin Wozniak; Dawid Polap (Neural Networks, 2017)

Obstacle Detection as a Safety Alert in Augmented Reality Models by the Use of Deep Learning Techniques. - Dawid Polap; Karolina Kesik; Kamil Ksiazek; Marcin Wozniak (Sensors, 2017)

Polar Bear Optimization Algorithm: Meta-Heuristic with Fast Population Movement and Dynamic Birth and Death Mechanism. - Dawid Polap; Marcin Wozniak (Symmetry, 2017)

Recognition of human daytime fatigue using keystroke data. - Mindaugas Ulinskas; Robertas Damasevicius; Rytis Maskeliunas; Marcin Wozniak (ANT/SEIT, 2018)

Authorship Identification Using Random Projections. - Robertas Damasevicius; Jurgita Kapociute-Dzikiene; Marcin Wozniak (CSOS (2), 2018)

The impact of parallel programming on faster image filtering. - Kamil Ksiazek; Zbigniew Marszalek; Giacomo Capizzi; Christian Napoli 001; Dawid Polap; Marcin Wozniak (FedCSIS, 2018)

Block Matching Based Obstacle Avoidance for Unmanned Aerial Vehicle. - Adomas Ivanovas; Armantas Ostreika; Rytis Maskeliunas; Robertas Damasevicius; Dawid Polap; Marcin Wozniak (ICAISC (1), 2018)

Exploiting OSC Models by Using Neural Networks with an Innovative Pruning Algorithm. - Grazia Lo Sciuto; Giacomo Capizzi; Christian Napoli 001; Rafi Shikler; Dawid Polap; Marcin Wozniak (ICAISC (2), 2018)

Sentiment Analysis of Lithuanian Texts Using Deep Learning Methods. - Jurgita Kapociute-Dzikiene; Robertas Damasevicius; Marcin Wozniak (ICIST, 2018)

The Impact of the Cost Function on the Operation of the Intelligent Agent in 2D Games. - Dawid Polap; Marcin Wozniak (ICIST, 2018)

Accident Prevention System During Immersion in Virtual Reality. - Dawid Polap; Karolina Kesik; Marcin Wozniak (MISSI, 2018)

Chest radiographs segmentation by the use of nature-inspired algorithm for lung disease detection. - Dawid Polap; Marcin Wozniak; Robertas Damasevicius; Wei Wei 006 (SSCI, 2018)

Study on Remote Sensing Image Vegetation Classification Method Based on Decision Tree Classifier. - Wei Wei 006; Dawid Polap; Xiaohua Li; Marcin Wozniak; Junzhe Liu (SSCI, 2018)

Combining Cryptography with EEG Biometrics. - Robertas Damasevicius; Rytis Maskeliunas; Egidijus Kazanavicius; Marcin Wozniak (Comput. Intell. Neurosci., 2018)

Small lung nodules detection based on local variance analysis and probabilistic neural network. - Marcin Wozniak; Dawid Polap; Giacomo Capizzi; Grazia Lo Sciuto; Leon Kosmider; Katarzyna Frankiewicz (Comput. Methods Programs Biomed., 2018)

Fully Flexible Parallel Merge Sort for Multicore Architectures. - Zbigniew Marszalek; Marcin Wozniak; Dawid Polap (Complex., 2018)

Heat production optimization using bio-inspired algorithms. - Marcin Wozniak; Kamil Ksiazek; Jakub Marciniec; Dawid Polap (Eng. Appl. Artif. Intell., 2018)

Automated fluorescence microscopy image analysis of Pseudomonas aeruginosa bacteria in alive and dead stadium. - Marcin Wozniak; Dawid Polap; Leon Kosmider; Tomasz Clapa (Eng. Appl. Artif. Intell., 2018)

Multi-threaded learning control mechanism for neural networks. - Dawid Polap; Marcin Wozniak; Wei Wei 006; Robertas Damasevicius (Future Gener. Comput. Syst., 2018)

Object detection and recognition via clustered features. - Marcin Wozniak; Dawid Polap (Neurocomputing, 2018)

Cloudification of Virtual Reality Gliding Simulation Game. - Rytis Buzys; Rytis Maskeliunas; Robertas Damasevicius; Tatjana Sidekerskiene; Marcin Wozniak; Wei Wei 006 (Inf., 2018)

A Soft Body Physics Simulator with Computational Offloading to the Cloud. - Edvinas Danevicius; Rytis Maskeliunas; Robertas Damasevicius; Dawid Polap; Marcin Wozniak (Inf., 2018)

Low Energy Consumption and Data Redundancy Approach of Wireless Sensor Networks with Bigdata. - Xunli Fan; Wei Wei 006; Marcin Wozniak; Ye Li (Inf. Technol. Control., 2018)

H∞ Control of Network Control System for Singular Plant. - Wei Wei 006; Xunli Fan; Marcin Wozniak; Houbing Song; Wei Li 058; Ye Li; Peiyi Shen (Inf. Technol. Control., 2018)

Advances in Security and Privacy of Multimodal Interfaces. - Robertas Damasevicius; Marcin Wozniak; Vicente Alarcón Aquino; Ivan Ganchev; Wei Wei 006 (J. Univers. Comput. Sci., 2018)

Real Time Path Finding for Assisted Living Using Deep Learning. - Ugnius Malukas; Rytis Maskeliunas; Robertas Damasevicius; Marcin Wozniak (J. Univers. Comput. Sci., 2018)

Design of Computational Intelligence-based Language Interface for Human-Machine Secure Interaction. - Marcin Wozniak; Dawid Polap; Robertas Damasevicius; Wei Wei 006 (J. Univers. Comput. Sci., 2018)

A novel training method to preserve generalization of RBPNN classifiers applied to ECG signals diagnosis. - Francesco Beritelli; Giacomo Capizzi; Grazia Lo Sciuto; Christian Napoli 001; Marcin Wozniak (Neural Networks, 2018)

Adaptive neuro-heuristic hybrid model for fruit peel defects detection. - Marcin Wozniak; Dawid Polap (Neural Networks, 2018)

An Intelligent System for Monitoring Skin Diseases. - Dawid Polap; Alicja Winnicka; Kalina Serwata; Karolina Kesik; Marcin Wozniak (Sensors, 2018)

Bio-inspired methods modeled for respiratory disease detection from medical images. - Marcin Wozniak; Dawid Polap (Swarm Evol. Comput., 2018)

Lessening Stress and Anxiety-Related Behaviors by means of AI-driven Drones for Aromatherapy. - Giacomo Capizzi; Christian Napoli 001; Samuele Russo; Marcin Wozniak (AIRO@AI*IA, 2019)

Conceptual Framework for Modeling Complex Urban Systems - From Theoretical Assumptions to Empirical Basis. - Marcin Wozniak (ESSA, 2019)

Gamification of Eye Exercises for Evaluating Eye Fatigue. - Mindaugas Vasiljevas; Robertas Damasevicius; Dawid Polap; Marcin Wozniak (ICAISC (2), 2019)

Iterative Design and Implementation of Rapid Gradient Descent Method. - Wei Wei 006; Bin Zhou; Rytis Maskeliunas; Robertas Damasevicius; Dawid Polap; Marcin Wozniak (ICAISC (1), 2019)

Bacteria shape classification by the use of region covariance and Convolutional Neural Network. - Dawid Polap; Marcin Wozniak (IJCNN, 2019)

Acceleration of data handling in neural networks by using cascade classification model. - Dawid Polap; Marcin Wozniak (SSCI, 2019)

Recommendation Based on Review Texts and Social Communities: A Hybrid Model. - Zhenyan Ji; Huaiyu Pi; Wei Wei 006; Bo Xiong; Marcin Wozniak; Robertas Damasevicius (IEEE Access, 2019)

Adaptive Independent Subspace Analysis of Brain Magnetic Resonance Imaging Data. - Qiao Ke; Jiangshe Zhang 001; Wei Wei 006; Robertas Damasevicius; Marcin Wozniak (IEEE Access, 2019)

A Biomimetic Flexible Fishtail Embedded With Shape Memory Alloy Wires. - Jian Li 049; Junmin He; Yangwei Wang; Kai Yu; Marcin Wozniak; Wei Wei 006 (IEEE Access, 2019)

Risk Assessment of Hypertension in Steel Workers Based on LVQ and Fisher-SVM Deep Excavation. - Jianhui Wu 003; Wei Wei 006; Lu Zhang; Jie Wang 054; Robertas Damasevicius; Jing Li 053; Haidong Wang; Guoli Wang; Xin Zhang; Juxiang Yuan; Marcin Wozniak (IEEE Access, 2019)

An Adaptive Local Descriptor Embedding Zernike Moments for Image Matching. - Bin Zhou; Xue-Mei Duan; Wei Wei 006; Dongjun Ye; Marcin Wozniak; Robertas Damasevicius (IEEE Access, 2019)

Discovering Sequences in Systems Logs by Neural Networks. - Jakub Nowak; Marcin Korytkowski; Marcin Wozniak; Rafal Scherer (Aust. J. Intell. Inf. Process. Syst., 2019)

URL-based Phishing Attack Detection by Convolutional Neural Networks. - Jakub Nowak; Marcin Korytkowski; Marcin Wozniak; Rafal Scherer (Aust. J. Intell. Inf. Process. Syst., 2019)

Bio-inspired voice evaluation mechanism. - Dawid Polap; Marcin Wozniak; Robertas Damasevicius; Rytis Maskeliunas (Appl. Soft Comput., 2019)

Minimalistic Approach to Coreference Resolution in Lithuanian Medical Records. - Voldemaras Zitkus; Rita Butkiene; Rimantas Butleris; Rytis Maskeliunas; Robertas Damasevicius; Marcin Wozniak (Comput. Math. Methods Medicine, 2019)

Multi-sink distributed power control algorithm for Cyber-physical-systems in coal mine tunnels. - Wei Wei 006; Xu Xia; Marcin Wozniak; Xunli Fan; Robertas Damasevicius; Ye Li (Comput. Networks, 2019)

Sentiment Analysis of Lithuanian Texts Using Traditional and Deep Learning Approaches. - Jurgita Kapociute-Dzikiene; Robertas Damasevicius; Marcin Wozniak (Comput., 2019)

A neuro-heuristic approach for recognition of lung diseases from X-ray images. - Qiao Ke; Jiangshe Zhang 001; Wei Wei 006; Dawid Polap; Marcin Wozniak; Leon Kosmider; Robertas Damasevicius (Expert Syst. Appl., 2019)

The Phase and Shift-Invariant Feature by Adaptive Independent Subspace Analysis for Cortical Complex Cells. - Qiao Ke; Jiangshe Zhang 001; Marcin Wozniak; Wei Wei 006 (Inf. Technol. Control., 2019)

Recovery of a Compressed Sensing CT Image Using a Smooth Re-weighted Function- Regularized Least-Squares Algorithm. - Pengbo Zhou; Wei Wei 006; Marcin Wozniak; Zhuo-Ming Du; Hong-An Li (Inf. Technol. Control., 2019)

A regional adaptive variational PDE model for computed tomography image reconstruction. - Wei Wei 006; Bin Zhou; Dawid Polap; Marcin Wozniak (Pattern Recognit., 2019)

A Multi-Agent Gamification System for Managing Smart Homes. - Alicja Winnicka; Karolina Kesik; Dawid Polap; Marcin Wozniak; Zbigniew Marszalek (Sensors, 2019)

Multi-Level Features Extraction for Discontinuous Target Tracking in Remote Sensing Image Monitoring. - Bin Zhou; Xuemei Duan; Dongjun Ye; Wei Wei 006; Marcin Wozniak; Dawid Polap; Robertas Damasevicius (Sensors, 2019)

A Smartphone Application for Automated Decision Support in Cognitive Task Based Evaluation of Central Nervous System Motor Disorders. - Andrius Lauraitis; Rytis Maskeliunas; Robertas Damasevicius; Dawid Polap; Marcin Wozniak (IEEE J. Biomed. Health Informatics, 2019)

Future Graduate Salaries Prediction Model Based On Recurrent Neural Network. - Jakub Silka; Michal Wieczorek 002; Marcin Wozniak (FedCSIS, 2020)

Efficient Visual Classification by Fuzzy Rules. - Marcin Korytkowski; Rafal Scherer; Dominik Szajerman; Dawid Polap; Marcin Wozniak (FUZZ-IEEE, 2020)

Data Augmentation Using Principal Component Resampling for Image Recognition by Deep Learning. - Olusola Oluwakemi Abayomi-Alli; Robertas Damasevicius; Michal Wieczorek 002; Marcin Wozniak (ICAISC (2), 2020)

Multi-agent Architecture for Internet of Medical Things. - Dawid Polap; Gautam Srivastava 001; Marcin Wozniak (ICAISC (2), 2020)

SURF Algorithm with Convolutional Neural Network as Face Recognition Technique. - Alicja Winnicka; Karolina Kesik; Dawid Polap; Marcin Wozniak (ICAISC (2), 2020)

Encoder-Decoder Based CNN Structure for Microscopic Image Identification. - Dawid Polap; Marcin Wozniak; Marcin Korytkowski; Rafal Scherer (ICONIP (1), 2020)

Bilinear Semi-Tensor Product Attention (BSTPA) model for visual question answering. - Zongwen Bai; Ying Li 017; Meili Zhou; Di Li 006; Dong Wang 022; Dawid Polap; Marcin Wozniak (IJCNN, 2020)

Data system model for easy human-machine interactions over communication interfaces. - Adam Zielonka; Andrzej Sikora; Marcin Wozniak (IRC, 2020)

Collaborative learning with taboos for machine learning methods in big data problems. - Dawid Polap; Marcin Wozniak (SSCI, 2020)

Road Detection Based on Shearlet for GF-3 Synthetic Aperture Radar Images. - Zengguo Sun; Dedao Lin; Wei Wei 006; Marcin Wozniak; Robertas Damasevicius (IEEE Access, 2020)

Wearable system for real-time monitoring of hemodynamic parameters: Implementation and evaluation. - Rolandas Gircys; Egidijus Kazanavicius; Rytis Maskeliunas; Robertas Damasevicius; Marcin Wozniak (Biomed. Signal Process. Control., 2020)

Accurate and fast URL phishing detector: A convolutional neural network approach. - Wei Wei 006; Qiao Ke; Jakub Nowak; Marcin Korytkowski; Rafal Scherer; Marcin Wozniak (Comput. Networks, 2020)

dCCPI-predictor: A state-aware approach for effectively predicting cross-core performance interference. - Jingwei Li 002; Yong Qi; Wei Wei 006; Jinwei Lin; Marcin Wozniak; Robertas Damasevicius (Future Gener. Comput. Syst., 2020)

Dynamic Scheduling Algorithm for Delay-Sensitive Vehicular Safety Applications in Cellular Network. - Qiong Wu; Xiumei Fan; Wei Wei 006; Marcin Wozniak (Inf. Technol. Control., 2020)

Alternating Direction Projections onto Convex Sets for Super-Resolution Image Reconstruction. - Bin Zhou; Dongjun Ye; Wei Wei 006; Marcin Wozniak (Inf. Technol. Control., 2020)

Intelligent automation of dental material analysis using robotic arm with Jerk optimized trajectory. - Robertas Damasevicius; Rytis Maskeliunas; Gintautas Narvydas; Ruta Narbutaite; Dawid Polap; Marcin Wozniak (J. Ambient Intell. Humaniz. Comput., 2020)

Encryption technology of voice transmission in mobile network based on 3DES-ECC algorithm. - Zhixian Chang; Marcin Wozniak (Mob. Networks Appl., 2020)

A spiking neural network-based long-term prediction system for biogas production. - Giacomo Capizzi; Grazia Lo Sciuto; Christian Napoli 001; Marcin Wozniak; Gianluca Susi (Neural Networks, 2020)

Soft trees with neural components as image-processing technique for archeological excavations. - Marcin Wozniak; Dawid Polap (Pers. Ubiquitous Comput., 2020)

High-Resolution SAR Image Despeckling Based on Nonlocal Means Filter and Modified AA Model. - Qiao Ke; Zengguo Sun; Yang Liu; Wei Wei 006; Marcin Wozniak; Rafal Scherer (Secur. Commun. Networks, 2020)

NAS-HRIS: Automatic Design and Architecture Search of Neural Network for Semantic Segmentation in Remote Sensing Images. - Mingwei Zhang 002; Weipeng Jing 001; Jingbo Lin; Nengzhen Fang; Wei Wei 006; Marcin Wozniak; Robertas Damasevicius (Sensors, 2020)

Classification of Infrared Objects in Manifold Space Using Kullback-Leibler Divergence of Gaussian Distributions of Image Points. - Huilin Ge; Zhiyu Zhu; Kang Lou; Wei Wei 006; Runbang Liu; Robertas Damasevicius; Marcin Wozniak (Symmetry, 2020)

Small Lung Nodules Detection Based on Fuzzy-Logic and Probabilistic Neural Network With Bioinspired Reinforcement Learning. - Giacomo Capizzi; Grazia Lo Sciuto; Christian Napoli 001; Dawid Polap; Marcin Wozniak (IEEE Trans. Fuzzy Syst., 2020)

Intelligent Home Systems for Ubiquitous User Support by Using Neural Networks and Rule-Based Approach. - Marcin Wozniak; Dawid Polap (IEEE Trans. Ind. Informatics, 2020)

Polar Bear Optimization For Industrial Computed Tomography With Incomplete Data. - Mariusz Pleszczynski; Adam Zielonka; Dawid Polap; Marcin Wozniak; Jacek Mandziuk (CEC, 2021)

Meta-heuristic Algorithm As Feature Selector For Convolutional Neural Networks. - Dawid Polap; Marcin Wozniak; Jacek Mandziuk (CEC, 2021)

Heuristic Optimization Of 18-pulse Rectifier System. - Andrzej Sikora; Adam Zielonka; Marcin Wozniak (CEC, 2021)

Image features extractor based on hybridization of fuzzy controller and meta-heuristic. - Dawid Polap; Marcin Wozniak (FUZZ-IEEE, 2021)

Multimodal Image Fusion Method Based on Multiscale Image Matting. - Sarmad Maqsood; Robertas Damasevicius; Jakub Silka; Marcin Wozniak (ICAISC (2), 2021)

Federated Learning Model with Augmentation and Samples Exchange Mechanism. - Dawid Polap; Gautam Srivastava 001; Jerry Chun-Wei Lin; Marcin Wozniak (ICAISC (1), 2021)

Architecture Monitoring and Reliability Estimation Based on DIP Technology. - Faisal Mehmood Shah; Zohaib Mehmood Shah; Sarmad Maqsood; Robertas Damasevicius; Muhammad Ali Shahzad; Michal Wieczorek 002; Marcin Wozniak (ICAISC (2), 2021)

Deep learning based crowd counting model for drone assisted systems. - Marcin Wozniak; Jakub Silka; Michal Wieczorek 002 (DroneCom@MobiCom, 2021)

Abnormal Detection of Electricity Consumption of User Based on Particle Swarm Optimization and Long Short Term Memory With the Attention Mechanism. - Jiahao Bian; Lei Wang 157; Rafal Scherer; Marcin Wozniak; Pengchao Zhang; Wei Wei 006 (IEEE Access, 2021)

Multi Objective Enhancement Method for Embedded Software Quality of e-Commerce Platform Based on Firefly Algorithm Optimization. - Yi-Huo Jiang; Xiao-Mei Guo; Hong-Liang Ni; Marcin Wozniak (IEEE Access, 2021)

TLEFuzzyNet: Fuzzy Rank-Based Ensemble of Transfer Learning Models for Emotion Recognition From Human Speeches. - Karam Kumar Sahoo; Ishan Dutta; Muhammad Fazal Ijaz; Marcin Wozniak; Pawan Kumar Singh (IEEE Access, 2021)

Short-Term Load Forecasting Based on Adabelief Optimized Temporal Convolutional Network and Gated Recurrent Unit Hybrid Neural Network. - Hanhong Shi; Lei Wang 157; Rafal Scherer; Marcin Wozniak; Pengchao Zhang; Wei Wei 006 (IEEE Access, 2021)

Smart Homes: How Much Will They Support Us? A Research on Recent Trends and Advances. - Adam Zielonka; Marcin Wozniak; Sahil Garg; Georges Kaddoum; Md. Jalil Piran; Ghulam Muhammad (IEEE Access, 2021)

Meta-heuristic as manager in federated learning approaches for image processing purposes. - Dawid Polap; Marcin Wozniak (Appl. Soft Comput., 2021)

Red fox optimization algorithm. - Dawid Polap; Marcin Wozniak (Expert Syst. Appl., 2021)

Sitsen: Passive sitting posture sensing based on wireless devices. - Miaoyu Li; Zhuohan Jiang; Yutong Liu; Shuheng Chen; Marcin Wozniak; Rafal Scherer; Robertas Damasevicius; Wei Wei 006; Ziyi Li 006; Zuxin Li (Int. J. Distributed Sens. Networks, 2021)

6G-Enabled IoT Home Environment Control Using Fuzzy Rules. - Marcin Wozniak; Adam Zielonka; Andrzej Sikora; Md. Jalil Piran; Atif Alamri (IEEE Internet Things J., 2021)

Design of a MEMS sensor array for dam subsidence monitoring based on dual-sensor cooperative measurements. - Tao Tao; Jianfeng Yang; Wei Wei 006; Marcin Wozniak; Rafal Scherer; Robertas Damasevicius (KSII Trans. Internet Inf. Syst., 2021)

An Image Super-Resolution Reconstruction Method with Single Frame Character Based on Wavelet Neural Network in Internet of Things. - Ling-Li Guo; Marcin Wozniak (Mob. Networks Appl., 2021)

Improvement of Adaptive Learning Service Recommendation Algorithm Based on Big Data. - Ya-zhi Yang; Yong Zhong; Marcin Wozniak (Mob. Networks Appl., 2021)

Bankline detection of GF-3 SAR images based on shearlet. - Zengguo Sun; Guodong Zhao; Marcin Wozniak; Rafal Scherer; Robertas Damasevicius (PeerJ Comput. Sci., 2021)

DecomVQANet: Decomposing visual question answering deep network via tensor decomposition and regression. - Zongwen Bai; Ying Li 017; Marcin Wozniak; Meili Zhou; Di Li 006 (Pattern Recognit., 2021)

MobileGCN applied to low-dimensional node feature learning. - Wei Dong 010; Junsheng Wu; Zongwen Bai; Yaoqi Hu; Weigang Li; Wei Qiao; Marcin Wozniak (Pattern Recognit., 2021)

Revise-Net: Exploiting Reverse Attention Mechanism for Salient Object Detection. - Rukhshanda Hussain; Yash Karbhari; Muhammad Fazal Ijaz; Marcin Wozniak; Pawan Kumar Singh; Ram Sarkar (Remote. Sens., 2021)

Review of Road Segmentation for SAR Images. - Zengguo Sun; Hui Geng; Zheng Lu; Rafal Scherer; Marcin Wozniak (Remote. Sens., 2021)

A Survey of Deep Convolutional Neural Networks Applied for Prediction of Plant Leaf Diseases. - Vijaypal Singh Dhaka; Sangeeta Vaibhav Meena; Geeta Rani; Deepak Sinwar; Kavita; Muhammad Fazal Ijaz; Marcin Wozniak (Sensors, 2021)

IoT and Interpretable Machine Learning Based Framework for Disease Prediction in Pearl Millet. - Nidhi Kundu; Geeta Rani; Vijaypal Singh Dhaka; Kalpit Gupta; Siddaiah Chandra Nayak; Sahil Verma; Muhammad Fazal Ijaz; Marcin Wozniak (Sensors, 2021)

Impact of Current Pulsation on BLDC Motor Parameters. - Andrzej Sikora; Marcin Wozniak (Sensors, 2021)

Dynamic Bargain Game Theory in the Internet of Things for Data Trustworthiness. - Appasamy C. Sumathi; Muthuramalingam Akila; Rocío Pérez de Prado; Marcin Wozniak; Parameshachari Bidare Divakarachari (Sensors, 2021)

Advanced Computational Intelligence for Object Detection, Feature Extraction and Recognition in Smart Sensor Environments. - Marcin Wozniak (Sensors, 2021)

A Technology Acceptance Model-Based Analytics for Online Mobile Games Using Machine Learning Techniques. - Shaifali Chauhan; Mohit Mittal; Marcin Wozniak; Swadha Gupta; Rocío Pérez de Prado (Symmetry, 2021)

Secure Surveillance Systems Using Partial-Regeneration-Based Non-Dominated Optimization and 5D-Chaotic Map. - Gopal Ghosh; Kavita; Divya Anand; Sahil Verma; Danda B. Rawat; Jana Shafi; Zbigniew Marszalek; Marcin Wozniak (Symmetry, 2021)

Recurrent Neural Network Model for IoT and Networking Malware Threat Detection. - Marcin Wozniak; Jakub Silka; Michal Wieczorek 002; Mubarak Alrashoud (IEEE Trans. Ind. Informatics, 2021)

Body Pose Prediction Based on Motion Sensor Data and Recurrent Neural Network. - Marcin Wozniak; Michal Wieczorek 002; Jakub Silka; Dawid Polap (IEEE Trans. Ind. Informatics, 2021)

Intelligent Internet of Things System for Smart Home Optimal Convection. - Adam Zielonka; Andrzej Sikora; Marcin Wozniak; Wei Wei 006; Qiao Ke; Zongwen Bai (IEEE Trans. Ind. Informatics, 2021)

Dynamics of Pedestrians' Flows During Daytime. - Marcin Wozniak (ESSA, 2022)

Algorithm for Solving Optimal Placement of Routers in Mines. - Alan Popiel; Marcin Wozniak (ICAISC (2), 2022)

BiLSTM Deep Learning Model for Heart Problems Detection. - Jakub Silka; Michal Wieczorek 002; Martyna Kobielnik; Marcin Wozniak (ICAISC (1), 2022)

Deep neural network with transfer learning in remote object detection from drone. - Marcin Wozniak; Michal Wieczorek 002; Jakub Silka (DroneCom@MobiCom, 2022)

Feature reduction for simplified handwritten digit classification model. - Alan Popiel; Marcin Wozniak (SSCI, 2022)

6G Driven Fast Computational Networking Framework for Healthcare Applications. - Parvathaneni Naga Srinivasu; Muhammad Fazal Ijaz; Jana Shafi; Marcin Wozniak; Sujatha Radhakrishnan (IEEE Access, 2022)

Multidimensional Red Fox meta-heuristic for complex optimization. - Mateusz Zaborski; Marcin Wozniak; Jacek Mandziuk (Appl. Soft Comput., 2022)

Driving support by type-2 fuzzy logic control model. - Marcin Wozniak; Adam Zielonka; Andrzej Sikora (Expert Syst. Appl., 2022)

Ensemble machine learning approaches for webshell detection in Internet of things environments. - Binbin Yong; Wei Wei 006; Kuan-Ching Li; Jun Shen 001; Qingguo Zhou; Marcin Wozniak; Dawid Polap; Robertas Damasevicius (Trans. Emerg. Telecommun. Technol., 2022)

Agent-based simulation of pedestrian movement: a gradient method with an amplification parameter. - Michal Dziecielski; Marcin Wozniak (Int. J. Simul. Process. Model., 2022)

An efficient quality of services based wireless sensor network for anomaly detection using soft computing approaches. - Mohit Mittal; Martyna Kobielnik; Swadha Gupta; Xiaochun Cheng; Marcin Wozniak (J. Cloud Comput., 2022)

Experimental Technologies in the Diagnosis and Treatment of COVID-19 in Patients with Comorbidities. - Md Shahnoor Amin; Marcin Wozniak; Lidija Barbaric; Shanel C. Pickard; Rahul S. Yerrabelli; Anton Christensen; Olivia C. Coiado (J. Heal. Informatics Res., 2022)

Self-attention negative feedback network for real-time image super-resolution. - Xiangbin Liu; Shuqi Chen; Liping Song; Marcin Wozniak; Shuai Liu 002 (J. King Saud Univ. Comput. Inf. Sci., 2022)

Improving performance and efficiency of Graph Neural Networks by injective aggregation. - Wei Dong 010; Junsheng Wu; Xinwan Zhang; Zongwen Bai; Peng Wang 023; Marcin Wozniak (Knowl. Based Syst., 2022)

A hole filling and optimization algorithm of remote sensing image based on bilateral filtering. - Wei Li 058; Marcin Wozniak (Mob. Networks Appl., 2022)

Virtual Reconstruction System of Building Spatial Structure Based on Laser 3D Scanning under Multivariate Big Data Fusion. - Yuan Liang; Marcin Wozniak (Mob. Networks Appl., 2022)

Intelligent spacing selection model under energy-saving constraints for the selection of communication nodes in the Internet of Things. - Jing-Shu Sun; Teng Zhu; Marcin Wozniak (Mob. Networks Appl., 2022)

Accurate Key Frame Extraction Algorithm of Video Action for Aerobics Online Teaching. - Gong Yan; Marcin Wozniak (Mob. Networks Appl., 2022)

A heuristic approach to the hyperparameters in training spiking neural networks using spike-timing-dependent plasticity. - Dawid Polap; Marcin Wozniak; Waldemar Holubowski; Robertas Damasevicius (Neural Comput. Appl., 2022)

Recurrent neural network model for high-speed train vibration prediction from time series. - Jakub Silka; Michal Wieczorek 002; Marcin Wozniak (Neural Comput. Appl., 2022)

A hybridization of distributed policy and heuristic augmentation for improving federated learning approach. - Dawid Polap; Marcin Wozniak (Neural Networks, 2022)

Image Enhancement-Based Detection with Small Infrared Targets. - Shuai Liu 002; Pengfei Chen; Marcin Wozniak (Remote. Sens., 2022)

Efficient Middleware for the Portability of PaaS Services Consuming Applications among Heterogeneous Clouds. - Salil Bharany; Kiranbir Kaur; Sumit Badotra; Shalli Rani; Kavita; Marcin Wozniak; Jana Shafi; Muhammad Fazal Ijaz (Sensors, 2022)

Hybrid Technique for Cyber-Physical Security in Cloud-Based Smart Industries. - Deepak Garg; Shalli Rani; Norbert Herencsar; Sahil Verma; Marcin Wozniak; Muhammad Fazal Ijaz (Sensors, 2022)

Optimal Cluster Head Selection in WSN with Convolutional Neural Network-Based Energy Level Prediction. - Sasikumar Gurumoorthy; Parimella Subhash; Rocío Pérez de Prado; Marcin Wozniak (Sensors, 2022)

BBNSF: Blockchain-Based Novel Secure Framework Using RP2-RSA and ASR-ANN Technique for IoT Enabled Healthcare Systems. - Mohit Kumar 004; Priya Mukherjee; Sahil Verma; Kavita; Maninder Kaur; Saurabh Singh 006; Martyna Kobielnik; Marcin Wozniak; Jana Shafi; Muhammad Fazal Ijaz (Sensors, 2022)

A Hybrid Mayfly-Aquila Optimization Algorithm Based Energy-Efficient Clustering Routing Protocol for Wireless Sensor Networks. - Gobi Natesan; Srinivas Konda; Rocío Pérez de Prado; Marcin Wozniak (Sensors, 2022)

A Novel Blockchain-Based Healthcare System Design and Performance Benchmarking on a Multi-Hosted Testbed. - Nihar Ranjan Pradhan; Akhilendra Pratap Singh; Sahil Verma; Kavita; Navneet Kaur; Diptendu Sinha Roy; Jana Shafi; Marcin Wozniak; Muhammad Fazal Ijaz (Sensors, 2022)

Robust and Secure Data Transmission Using Artificial Intelligence Techniques in Ad-Hoc Networks. - Pooja Rani; Kavita; Sahil Verma; Navneet Kaur; Marcin Wozniak; Jana Shafi; Muhammad Fazal Ijaz (Sensors, 2022)

Minimization of Energy Losses in the BLDC Motor for Improved Control and Power Supply of the System under Static Load. - Andrzej Sikora; Adam Zielonka; Marcin Wozniak (Sensors, 2022)

Energy Efficient Consensus Approach of Blockchain for IoT Networks with Edge Computing. - Shivani Wadhwa; Shalli Rani; Kavita; Sahil Verma; Jana Shafi; Marcin Wozniak (Sensors, 2022)

Guidance Image-Based Enhanced Matched Filter with Modified Thresholding for Blood Vessel Extraction. - Sonali Dash; Sahil Verma; Kavita; Savitri Bevinakoppa; Marcin Wozniak; Jana Shafi; Muhammad Fazal Ijaz (Symmetry, 2022)

A Novel Compound-Coupled Hyperchaotic Map for Image Encryption. - Christophe Magloire Lessouga Etoundi; Jean De Dieu Nkapkop; Nestor Tsafack; Joseph Mvogo Ngono; Pierre Ele; Marcin Wozniak; Jana Shafi; Muhammad Fazal Ijaz (Symmetry, 2022)

Application of Nature-Inspired Algorithms to Computed Tomography with Incomplete Data. - Mariusz Pleszczynski; Adam Zielonka; Marcin Wozniak (Symmetry, 2022)

Lightweight Convolutional Neural Network Model for Human Face Detection in Risk Situations. - Michal Wieczorek 002; Jakub Silka; Marcin Wozniak; Sahil Garg; Mohammad Mehedi Hassan (IEEE Trans. Ind. Informatics, 2022)

Heuristic Optimization of Multipulse Rectifier for Reduced Energy Consumption. - Marcin Wozniak; Andrzej Sikora; Adam Zielonka; Kuljeet Kaur; M. Shamim Hossain; Mohammad Shorfuzzaman (IEEE Trans. Ind. Informatics, 2022)

Deep Neural Network Heuristic Hierarchization for Cooperative Intelligent Transportation Fleet Management. - Qiao Ke; Jakub Silka; Michal Wieczorek 002; Zongwen Bai; Marcin Wozniak (IEEE Trans. Intell. Transp. Syst., 2022)

Design of Quick Search Method for Key Feature Images in Mobile Networks. - Jingya Zheng; Marcin Wozniak (Mob. Networks Appl., 2022)

Trust Mechanism Fuzzy Rules Intelligent Car Real-Time Diagnostic System. - Adam Zielonka; Andrzej Sikora; Marcin Wozniak (FUZZ, 2023)

Semantic Segmentation Neural Network in Automatic Weapon Detection. - Michal Wieczorek 002; Jakub Silka; Martyna Kobielnik; Marcin Wozniak (ICAISC (2), 2023)

Brain Tumor Categorization and Retrieval Using Deep Brain Incep Res Architecture Based Reinforcement Learning Network. - Jyotismita Chaki; Marcin Wozniak (IEEE Access, 2023)

Feature Selection Using Selective Opposition Based Artificial Rabbits Optimization for Arrhythmia Classification on Internet of Medical Things Environment. - G. S. Nijaguna; N. Dayananda Lal; Parameshachari Bidare Divakarachari; Rocío Pérez de Prado; Marcin Wozniak; Raj Kumar Patra (IEEE Access, 2023)

Deep learning for neurodegenerative disorder (2016 to 2022): A systematic review. - Jyotismita Chaki; Marcin Wozniak (Biomed. Signal Process. Control., 2023)

Should I Turn or Should I Go? Simulation of Pedestrian Behaviour in an Urban Environment. - Marcin Wozniak; Michal Dziecielski (J. Simulation, 2023)

3D Road Lane Classification with Improved Texture Patterns and Optimized Deep Classifier. - Bhavithra Janakiraman; Sathiyapriya Shanmugam; Rocío Pérez de Prado; Marcin Wozniak (Sensors, 2023)

Vehicle Parking Navigation Based on Edge Computing With Diffusion Model and Information Potential Field. - Wei Wei 006; Qiao Ke; Adam Zielonka; Mariusz Pleszczynski; Marcin Wozniak (IEEE Trans. Serv. Comput., 2023)

Spline Interpolation and Deep Neural Networks as Feature Extractors for Signature Verification Purposes. - Wei Wei 006; Qiao Ke; Dawid Polap; Marcin Wozniak (IEEE Internet Things J., 2023)

Malaria Detection Using Advanced Deep Learning Architecture. - Wojciech Silka; Michal Wieczorek 002; Jakub Silka; Marcin Wozniak (Sensors, 2023)

Denoising Aggregation of Graph Neural Networks by Using Principal Component Analysis. - Wei Dong 010; Marcin Wozniak; Junsheng Wu; Weigang Li; Zongwen Bai (IEEE Trans. Ind. Informatics, 2023)

BiLSTM deep neural network model for imbalanced medical data of IoT systems. - Marcin Wozniak; Michal Wieczorek 002; Jakub Silka (Future Gener. Comput. Syst., 2023)

Deep neural network correlation learning mechanism for CT brain tumor detection. - Marcin Wozniak; Jakub Silka; Michal Wieczorek 002 (Neural Comput. Appl., 2023)

A deep learning based four-fold approach to classify brain MRI: BTSCNet. - Jyotismita Chaki; Marcin Wozniak (Biomed. Signal Process. Control., 2023)

Exploiting Dynamic Vector-Level Operations and a 2D-Enhanced Logistic Modular Map for Efficient Chaotic Image Encryption. - Hongmin Li 003; Shuqi Yu; Wei Feng 011; Yao Chen; Jing Zhang 082; Zhentao Qin; Zhengguo Zhu; Marcin Wozniak (Entropy, 2023)

Research on Hybrid Data Clustering Algorithm for Wireless Communication Intelligent Bracelets. - Jian-zhao Sun; Kun Yang; Marcin Wozniak (Mob. Networks Appl., 2023)

Nonlinear dimensionality reduction method of scheduling frequent information in wireless networks based on multilevel mapping. - Jian-zhao Sun; Kun Yang; Marcin Wozniak (Wirel. Networks, 2023)

Mathematical Model Simulation of Detailed Classification of Telemedicine Sensing Data. - Haiying Chen; Marcin Wozniak (Mob. Networks Appl., 2023)

Explainable Cubic Attention-Based Autoencoder for Skin Cancer Classification. - Inzamam Mashood Nasir; Sara Tehsin; Robertas Damasevicius; Adam Zielonka; Marcin Wozniak (ICAISC (3), 2024)

Swarm Optimization for Enhanced Random Forest-Based IoT Security. - Jakub Silka; Michal Wieczorek 002; Katarzyna Wiltos; Marcin Wozniak (ICAISC (3), 2024)

Transformer Based Semantic Segmentation Network for Medical Imaging Application. - Michal Wieczorek 002; Jakub Silka; Katarzyna Wiltos; Marcin Wozniak (ICAISC (2), 2024)

Deep Learning and Artificial Intelligence in Action (2019-2023): A Review on Brain Stroke Detection, Diagnosis, and Intelligent Post-Stroke Rehabilitation Management. - Jyotismita Chaki; Marcin Wozniak (IEEE Access, 2024)

Shortcut Learning Explanations for Deep Natural Language Processing: A Survey on Dataset Biases. - Varun Dogra; Sahil Verma; Kavita; Marcin Wozniak; Jana Shafi; Muhammad Fazal Ijaz (IEEE Access, 2024)

Fuzzy rules intelligent car real-time diagnostic system. - Adam Zielonka; Andrzej Sikora; Marcin Wozniak (Eng. Appl. Artif. Intell., 2024)

Exploiting robust quadratic polynomial hyperchaotic map and pixel fusion strategy for efficient image encryption. - Wei Feng 011; Jing Zhang 082; Yao Chen; Zhentao Qin; Yushu Zhang 001; Musheer Ahmad 002; Marcin Wozniak (Expert Syst. Appl., 2024)

AI-Driven Digital Twin Model for Reliable Lithium-Ion Battery Discharge Capacity Predictions. - Pranav Nair; Vinay Vakharia; Milind Shah; Yogesh Kumar 002; Marcin Wozniak; Jana Shafi; Muhammad Fazal Ijaz (Int. J. Intell. Syst., 2024)

SAMT-generator: A second-attention for image captioning based on multi-stage transformer network. - Xiaobao Yang 001; Yang Yang 002; Sugang Ma; Zhijie Li; Wei Dong 010; Marcin Wozniak (Neurocomputing, 2024)

Dynamic center point learning for multiple object tracking under Severe occlusions. - Yaoqi Hu; Axi Niu; Jinqiu Sun; Yu Zhu 004; Qingsen Yan; Wei Dong 010; Marcin Wozniak; Yanning Zhang 001 (Knowl. Based Syst., 2024)

Uncertainty estimation in HDR imaging with Bayesian neural networks. - Qingsen Yan; Haishen Wang; Yifan Ma; Yuhang Liu 002; Wei Dong 010; Marcin Wozniak; Yanning Zhang 001 (Pattern Recognit., 2024)

From dawn to dusk: daily fluctuations in pedestrian traffic in the city center. - Marcin Wozniak (Simul., 2024)

Hybrid framework for respiratory lung diseases detection based on classical CNN and quantum classifiers from chest X-rays. - G. V. Eswara Rao; Rajitha Bakthula; Parvathaneni Naga Srinivasu; Muhammad Fazal Ijaz; Marcin Wozniak (Biomed. Signal Process. Control., 2024)

XAI-driven model for crop recommender system for use in precision agriculture. - Parvathaneni Naga Srinivasu; Muhammad Fazal Ijaz; Marcin Wozniak (Comput. Intell., 2024)

APGVAE: Adaptive disentangled representation learning with the graph-based structure information. - Qiao Ke; Xinhui Jing; Marcin Wozniak; Shuang Xu; Yunji Liang; Jiangbin Zheng 001 (Inf. Sci., 2024)

Digital Twin Heuristic Positioning of Insulation in Multimodal Electric Systems. - Andrzej Sikora; Adam Zielonka; Muhammad Fazal Ijaz; Marcin Wozniak (IEEE Trans. Consumer Electron., 2024)

Fuzzy logic type-2 intelligent moisture control system. - Marcin Wozniak; Józef Szczotka; Andrzej Sikora; Adam Zielonka (Expert Syst. Appl., 2024)

KGSR: A kernel guided network for real-world blind super-resolution. - Qingsen Yan; Axi Niu; Chaoqun Wang; Wei Dong 010; Marcin Wozniak; Yanning Zhang 001 (Pattern Recognit., 2024)

Guest Editorial AI-Empowered Internet of Things for Data-Driven Psychophysiological Computing and Patient Monitoring. - Kai Fang 001; Wei Wang 077; Marcin Wozniak; Qingchen Zhang 001; Keping Yu; Junxin Chen 001; Amr Tolba; Leo Yu Zhang (IEEE J. Biomed. Health Informatics, 2024)

Design and analysis of quantum machine learning: a survey. - Linshu Chen; Tao Li; Yuxiang Chen; Xiaoyan Chen; Marcin Wozniak; Neal Xiong 002; Wei Liang 005 (Connect. Sci., 2024)

A Sentiment Analysis Method for Big Social Online Multimodal Comments Based on Pre-trained Models. - Jun Wan; Marcin Wozniak (Mob. Networks Appl., 2024)

Graph Neural Network via Dynamic Weights and LSTM with Attention for Traffic Forecasting. - Agnieszka Polowczyk; Alicja Polowczyk; Marcin Wozniak (ANT/EDI40, 2025)

CLIP-guided continual novel class discovery. - Qingsen Yan; Yiting Yang; Yutong Dai 001; Xing Zhang; Katarzyna Wiltos; Marcin Wozniak; Wei Dong 010; Yanning Zhang 001 (Knowl. Based Syst., 2025)

Land Cover Classification for Identifying the Agriculture Fields Using Versions of YOLO V8. - Rohan Vaghela; Darsh Vaishnani; Parvathaneni Naga Srinivasu; Yashvi Popat; Jigar Sarda; Marcin Wozniak; Muhammad Fazal Ijaz (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

PCDPose: enhancing the lightweight 2D human pose estimation model with pose-enhancing attention and context broadcasting. - Zhenyuan Tian; Weina Fu; Marcin Wozniak; Shuai Liu 002 (Pattern Anal. Appl., 2025)