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2020 – today
- 2023
[j127]Jyotismita Chaki
, Marcin Wozniak:
Deep learning for neurodegenerative disorder (2016 to 2022): A systematic review. Biomed. Signal Process. Control. 80(Part): 104223 (2023)- [j126]Marcin Wozniak, Michal Wieczorek, Jakub Silka:
BiLSTM deep neural network model for imbalanced medical data of IoT systems. Future Gener. Comput. Syst. 141: 489-499 (2023) - [j125]Wei Wei, Qiao Ke, Dawid Polap, Marcin Wozniak:
Spline Interpolation and Deep Neural Networks as Feature Extractors for Signature Verification Purposes. IEEE Internet Things J. 10(3): 2152-2161 (2023) - [j124]Wojciech Silka, Michal Wieczorek, Jakub Silka, Marcin Wozniak:
Malaria Detection Using Advanced Deep Learning Architecture. Sensors 23(3): 1501 (2023) - [j123]Wei Dong, Marcin Wozniak, Junsheng Wu, Weigang Li, Zongwen Bai:
Denoising Aggregation of Graph Neural Networks by Using Principal Component Analysis. IEEE Trans. Ind. Informatics 19(3): 2385-2394 (2023) - 2022
- [j122]Parvathaneni Naga Srinivasu, Muhammad Fazal Ijaz, Jana Shafi, Marcin Wozniak, Sujatha Radhakrishnan:
6G Driven Fast Computational Networking Framework for Healthcare Applications. IEEE Access 10: 94235-94248 (2022) - [j121]Mateusz Zaborski, Marcin Wozniak, Jacek Mandziuk:
Multidimensional Red Fox meta-heuristic for complex optimization. Appl. Soft Comput. 131: 109774 (2022) - [j120]Marcin Wozniak, Adam Zielonka, Andrzej Sikora:
Driving support by type-2 fuzzy logic control model. Expert Syst. Appl. 207: 117798 (2022) - [j119]Binbin Yong, Wei Wei, Kuan-Ching Li, Jun Shen, Qingguo Zhou, Marcin Wozniak, Dawid Polap, Robertas Damasevicius:
Ensemble machine learning approaches for webshell detection in Internet of things environments. Trans. Emerg. Telecommun. Technol. 33(6) (2022) - [j118]Michal Dziecielski, Marcin Wozniak:
Agent-based simulation of pedestrian movement: a gradient method with an amplification parameter. Int. J. Simul. Process. Model. 18(3): 244-252 (2022) - [j117]Mohit Mittal, Martyna Kobielnik, Swadha Gupta, Xiaochun Cheng, Marcin Wozniak:
An efficient quality of services based wireless sensor network for anomaly detection using soft computing approaches. J. Cloud Comput. 11: 70 (2022) - [j116]Md Shahnoor Amin, Marcin Wozniak, Lidija Barbaric, Shanel C. Pickard, Rahul S. Yerrabelli, Anton Christensen, Olivia C. Coiado:
Experimental Technologies in the Diagnosis and Treatment of COVID-19 in Patients with Comorbidities. J. Heal. Informatics Res. 6(1): 48-71 (2022) - [j115]Xiangbin Liu, Shuqi Chen, Liping Song, Marcin Wozniak, Shuai Liu:
Self-attention negative feedback network for real-time image super-resolution. J. King Saud Univ. Comput. Inf. Sci. 34(8 Part B): 6179-6186 (2022) - [j114]Wei Dong, Junsheng Wu, Xinwan Zhang, Zongwen Bai, Peng Wang, Marcin Wozniak:
Improving performance and efficiency of Graph Neural Networks by injective aggregation. Knowl. Based Syst. 254: 109616 (2022) - [j113]Yuan Liang, Marcin Wozniak:
Virtual Reconstruction System of Building Spatial Structure Based on Laser 3D Scanning under Multivariate Big Data Fusion. Mob. Networks Appl. 27(2): 607-616 (2022) - [j112]Jing-Shu Sun, Teng Zhu, Marcin Wozniak:
Intelligent spacing selection model under energy-saving constraints for the selection of communication nodes in the Internet of Things. Mob. Networks Appl. 27(2): 628-636 (2022) - [j111]Wei Li, Marcin Wozniak:
A hole filling and optimization algorithm of remote sensing image based on bilateral filtering. Mob. Networks Appl. 27(2): 743-751 (2022) - [j110]Gong Yan, Marcin Wozniak:
Accurate Key Frame Extraction Algorithm of Video Action for Aerobics Online Teaching. Mob. Networks Appl. 27(3): 1252-1261 (2022) - [j109]Jingya Zheng, Marcin Wozniak:
Design of Quick Search Method for Key Feature Images in Mobile Networks. Mob. Networks Appl. 27(6): 2524-2533 (2022) - [j108]Dawid Polap, Marcin Wozniak, Waldemar Holubowski, Robertas Damasevicius:
A heuristic approach to the hyperparameters in training spiking neural networks using spike-timing-dependent plasticity. Neural Comput. Appl. 34(16): 13187-13200 (2022) - [j107]Jakub Silka, Michal Wieczorek, Marcin Wozniak:
Recurrent neural network model for high-speed train vibration prediction from time series. Neural Comput. Appl. 34(16): 13305-13318 (2022) - [j106]Dawid Polap, Marcin Wozniak:
A hybridization of distributed policy and heuristic augmentation for improving federated learning approach. Neural Networks 146: 130-140 (2022) - [j105]Shuai Liu, Pengfei Chen, Marcin Wozniak:
Image Enhancement-Based Detection with Small Infrared Targets. Remote. Sens. 14(13): 3232 (2022) - [j104]Pooja Rani, Kavita, Sahil Verma, Navneet Kaur, Marcin Wozniak, Jana Shafi, Muhammad Fazal Ijaz:
Robust and Secure Data Transmission Using Artificial Intelligence Techniques in Ad-Hoc Networks. Sensors 22(1): 251 (2022) - [j103]Andrzej Sikora, Adam Zielonka, Marcin Wozniak:
Minimization of Energy Losses in the BLDC Motor for Improved Control and Power Supply of the System under Static Load. Sensors 22(3): 1058 (2022) - [j102]Nihar Ranjan Pradhan, Akhilendra Pratap Singh, Sahil Verma, Kavita, Navneet Kaur, Diptendu Sinha Roy, Jana Shafi, Marcin Wozniak, Muhammad Fazal Ijaz:
A Novel Blockchain-Based Healthcare System Design and Performance Benchmarking on a Multi-Hosted Testbed. Sensors 22(9): 3449 (2022) - [j101]Shivani Wadhwa, Shalli Rani, Kavita, Sahil Verma, Jana Shafi, Marcin Wozniak:
Energy Efficient Consensus Approach of Blockchain for IoT Networks with Edge Computing. Sensors 22(10): 3733 (2022) - [j100]Deepak Garg, Shalli Rani, Norbert Herencsar, Sahil Verma, Marcin Wozniak, Muhammad Fazal Ijaz:
Hybrid Technique for Cyber-Physical Security in Cloud-Based Smart Industries. Sensors 22(12): 4630 (2022) - [j99]Salil Bharany, Kiranbir Kaur, Sumit Badotra, Shalli Rani, Kavita, Marcin Wozniak, Jana Shafi, Muhammad Fazal Ijaz:
Efficient Middleware for the Portability of PaaS Services Consuming Applications among Heterogeneous Clouds. Sensors 22(13): 5013 (2022) - [j98]Gobi Natesan, Srinivas Konda, Rocío Pérez de Prado, Marcin Wozniak:
A Hybrid Mayfly-Aquila Optimization Algorithm Based Energy-Efficient Clustering Routing Protocol for Wireless Sensor Networks. Sensors 22(17): 6405 (2022) - [j97]Mohit Kumar, Priya Mukherjee, Sahil Verma, Kavita, Maninder Kaur, Saurabh Singh, Martyna Kobielnik, Marcin Wozniak, Jana Shafi, Muhammad Fazal Ijaz:
BBNSF: Blockchain-Based Novel Secure Framework Using RP2-RSA and ASR-ANN Technique for IoT Enabled Healthcare Systems. Sensors 22(23): 9448 (2022) - [j96]Sasikumar Gurumoorthy, Parimella Subhash, Rocío Pérez de Prado, Marcin Wozniak:
Optimal Cluster Head Selection in WSN with Convolutional Neural Network-Based Energy Level Prediction. Sensors 22(24): 9921 (2022) - [j95]Sonali Dash, Sahil Verma, Kavita, Savitri Bevinakoppa, Marcin Wozniak, Jana Shafi, Muhammad Fazal Ijaz:
Guidance Image-Based Enhanced Matched Filter with Modified Thresholding for Blood Vessel Extraction. Symmetry 14(2): 194 (2022) - [j94]Christophe Magloire Lessouga Etoundi, Jean De Dieu Nkapkop, Nestor Tsafack, Joseph Mvogo Ngono, Pierre Ele, Marcin Wozniak, Jana Shafi, Muhammad Fazal Ijaz:
A Novel Compound-Coupled Hyperchaotic Map for Image Encryption. Symmetry 14(3): 493 (2022) - [j93]Mariusz Pleszczynski, Adam Zielonka, Marcin Wozniak:
Application of Nature-Inspired Algorithms to Computed Tomography with Incomplete Data. Symmetry 14(11): 2256 (2022) - [j92]Michal Wieczorek, Jakub Silka, Marcin Wozniak, Sahil Garg, Mohammad Mehedi Hassan:
Lightweight Convolutional Neural Network Model for Human Face Detection in Risk Situations. IEEE Trans. Ind. Informatics 18(7): 4820-4829 (2022) - [j91]Marcin Wozniak, Andrzej Sikora, Adam Zielonka, Kuljeet Kaur, M. Shamim Hossain, Mohammad Shorfuzzaman:
Heuristic Optimization of Multipulse Rectifier for Reduced Energy Consumption. IEEE Trans. Ind. Informatics 18(8): 5515-5526 (2022) - [j90]Qiao Ke, Jakub Silka, Michal Wieczorek, Zongwen Bai, Marcin Wozniak:
Deep Neural Network Heuristic Hierarchization for Cooperative Intelligent Transportation Fleet Management. IEEE Trans. Intell. Transp. Syst. 23(9): 16752-16762 (2022) - [c91]Jakub Silka, Michal Wieczorek, Martyna Kobielnik, Marcin Wozniak:
BiLSTM Deep Learning Model for Heart Problems Detection. ICAISC (1) 2022: 93-104 - [c90]Alan Popiel, Marcin Wozniak:
Algorithm for Solving Optimal Placement of Routers in Mines. ICAISC (2) 2022: 300-313 - [c89]Marcin Wozniak, Michal Wieczorek, Jakub Silka:
Deep neural network with transfer learning in remote object detection from drone. DroneCom@MobiCom 2022: 121-126 - [c88]Alan Popiel, Marcin Wozniak:
Feature reduction for simplified handwritten digit classification model. SSCI 2022: 448-454 - 2021
- [j89]Adam Zielonka, Marcin Wozniak, Sahil Garg, Georges Kaddoum, Md. Jalil Piran, Ghulam Muhammad:
Smart Homes: How Much Will They Support Us? A Research on Recent Trends and Advances. IEEE Access 9: 26388-26419 (2021) - [j88]Jiahao Bian, Lei Wang, Rafal Scherer, Marcin Wozniak, Pengchao Zhang, Wei Wei:
Abnormal Detection of Electricity Consumption of User Based on Particle Swarm Optimization and Long Short Term Memory With the Attention Mechanism. IEEE Access 9: 47252-47265 (2021) - [j87]Hanhong Shi, Lei Wang, Rafal Scherer, Marcin Wozniak, Pengchao Zhang, Wei Wei:
Short-Term Load Forecasting Based on Adabelief Optimized Temporal Convolutional Network and Gated Recurrent Unit Hybrid Neural Network. IEEE Access 9: 66965-66981 (2021) - [j86]Karam Kumar Sahoo, Ishan Dutta, Muhammad Fazal Ijaz, Marcin Wozniak, Pawan Kumar Singh:
TLEFuzzyNet: Fuzzy Rank-Based Ensemble of Transfer Learning Models for Emotion Recognition From Human Speeches. IEEE Access 9: 166518-166530 (2021) - [j85]Yi-Huo Jiang, Xiao-Mei Guo, Hong-Liang Ni, Marcin Wozniak:
Multi Objective Enhancement Method for Embedded Software Quality of e-Commerce Platform Based on Firefly Algorithm Optimization. IEEE Access 9: 168558-168566 (2021) - [j84]Dawid Polap, Marcin Wozniak:
Meta-heuristic as manager in federated learning approaches for image processing purposes. Appl. Soft Comput. 113(Part): 107872 (2021) - [j83]Dawid Polap, Marcin Wozniak:
Red fox optimization algorithm. Expert Syst. Appl. 166: 114107 (2021) - [j82]Miaoyu Li, Zhuohan Jiang, Yutong Liu, Shuheng Chen, Marcin Wozniak, Rafal Scherer, Robertas Damasevicius, Wei Wei, Ziyi Li, Zuxin Li:
Sitsen: Passive sitting posture sensing based on wireless devices. Int. J. Distributed Sens. Networks 17(7): 155014772110248 (2021) - [j81]Marcin Wozniak, Adam Zielonka, Andrzej Sikora, Md. Jalil Piran, Atif Alamri:
6G-Enabled IoT Home Environment Control Using Fuzzy Rules. IEEE Internet Things J. 8(7): 5442-5452 (2021) - [j80]Tao Tao, Jianfeng Yang, Wei Wei, Marcin Wozniak, Rafal Scherer, Robertas Damasevicius:
Design of a MEMS sensor array for dam subsidence monitoring based on dual-sensor cooperative measurements. KSII Trans. Internet Inf. Syst. 15(10): 3554-3570 (2021) - [j79]Ling-Li Guo, Marcin Wozniak:
An Image Super-Resolution Reconstruction Method with Single Frame Character Based on Wavelet Neural Network in Internet of Things. Mob. Networks Appl. 26(1): 390-403 (2021) - [j78]Ya-zhi Yang, Yong Zhong, Marcin Wozniak:
Improvement of Adaptive Learning Service Recommendation Algorithm Based on Big Data. Mob. Networks Appl. 26(5): 2176-2187 (2021) - [j77]Zengguo Sun, Guodong Zhao, Marcin Wozniak, Rafal Scherer, Robertas Damasevicius:
Bankline detection of GF-3 SAR images based on shearlet. PeerJ Comput. Sci. 7: e611 (2021) - [j76]Zongwen Bai, Ying Li, Marcin Wozniak, Meili Zhou, Di Li:
DecomVQANet: Decomposing visual question answering deep network via tensor decomposition and regression. Pattern Recognit. 110: 107538 (2021) - [j75]Wei Dong, Junsheng Wu, Zongwen Bai, Yaoqi Hu, Weigang Li, Wei Qiao, Marcin Wozniak:
MobileGCN applied to low-dimensional node feature learning. Pattern Recognit. 112: 107788 (2021) - [j74]Zengguo Sun, Hui Geng, Zheng Lu, Rafal Scherer, Marcin Wozniak:
Review of Road Segmentation for SAR Images. Remote. Sens. 13(5): 1011 (2021) - [j73]Rukhshanda Hussain, Yash Karbhari, Muhammad Fazal Ijaz, Marcin Wozniak, Pawan Kumar Singh, Ram Sarkar:
Revise-Net: Exploiting Reverse Attention Mechanism for Salient Object Detection. Remote. Sens. 13(23): 4941 (2021) - [j72]Marcin Wozniak:
Advanced Computational Intelligence for Object Detection, Feature Extraction and Recognition in Smart Sensor Environments. Sensors 21(1): 45 (2021) - [j71]Andrzej Sikora, Marcin Wozniak:
Impact of Current Pulsation on BLDC Motor Parameters. Sensors 21(2): 587 (2021) - [j70]Vijaypal Singh Dhaka, Sangeeta Vaibhav Meena, Geeta Rani, Deepak Sinwar, Kavita, Muhammad Fazal Ijaz, Marcin Wozniak:
A Survey of Deep Convolutional Neural Networks Applied for Prediction of Plant Leaf Diseases. Sensors 21(14): 4749 (2021) - [j69]Nidhi Kundu, Geeta Rani, Vijaypal Singh Dhaka, Kalpit Gupta, Siddaiah Chandra Nayak, Sahil Verma, Muhammad Fazal Ijaz, Marcin Wozniak:
IoT and Interpretable Machine Learning Based Framework for Disease Prediction in Pearl Millet. Sensors 21(16): 5386 (2021) - [j68]Appasamy C. Sumathi, Muthuramalingam Akila, Rocío Pérez de Prado, Marcin Wozniak, Parameshachari Bidare Divakarachari:
Dynamic Bargain Game Theory in the Internet of Things for Data Trustworthiness. Sensors 21(22): 7611 (2021) - [j67]Gopal Ghosh, Kavita, Divya Anand, Sahil Verma, Danda B. Rawat, Jana Shafi, Zbigniew Marszalek, Marcin Wozniak:
Secure Surveillance Systems Using Partial-Regeneration-Based Non-Dominated Optimization and 5D-Chaotic Map. Symmetry 13(8): 1447 (2021) - [j66]Shaifali Chauhan, Mohit Mittal, Marcin Wozniak, Swadha Gupta, Rocío Pérez de Prado:
A Technology Acceptance Model-Based Analytics for Online Mobile Games Using Machine Learning Techniques. Symmetry 13(8): 1545 (2021) - [j65]Marcin Wozniak, Michal Wieczorek, Jakub Silka, Dawid Polap:
Body Pose Prediction Based on Motion Sensor Data and Recurrent Neural Network. IEEE Trans. Ind. Informatics 17(3): 2101-2111 (2021) - [j64]Adam Zielonka, Andrzej Sikora, Marcin Wozniak, Wei Wei, Qiao Ke, Zongwen Bai:
Intelligent Internet of Things System for Smart Home Optimal Convection. IEEE Trans. Ind. Informatics 17(6): 4308-4317 (2021) - [j63]Marcin Wozniak, Jakub Silka, Michal Wieczorek, Mubarak Alrashoud:
Recurrent Neural Network Model for IoT and Networking Malware Threat Detection. IEEE Trans. Ind. Informatics 17(8): 5583-5594 (2021) - [c87]Dawid Polap, Marcin Wozniak, Jacek Mandziuk:
Meta-heuristic Algorithm As Feature Selector For Convolutional Neural Networks. CEC 2021: 666-672 - [c86]Andrzej Sikora, Adam Zielonka, Marcin Wozniak:
Heuristic Optimization Of 18-pulse Rectifier System. CEC 2021: 673-680 - [c85]Mariusz Pleszczynski, Adam Zielonka, Dawid Polap, Marcin Wozniak, Jacek Mandziuk:
Polar Bear Optimization For Industrial Computed Tomography With Incomplete Data. CEC 2021: 681-687 - [c84]Dawid Polap, Marcin Wozniak:
Image features extractor based on hybridization of fuzzy controller and meta-heuristic. FUZZ-IEEE 2021: 1-6 - [c83]Faisal Mehmood Shah, Zohaib Mehmood Shah, Sarmad Maqsood, Robertas Damasevicius, Muhammad Ali Shahzad, Michal Wieczorek, Marcin Wozniak:
Architecture Monitoring and Reliability Estimation Based on DIP Technology. ICAISC (2) 2021: 25-35 - [c82]Sarmad Maqsood, Robertas Damasevicius, Jakub Silka, Marcin Wozniak:
Multimodal Image Fusion Method Based on Multiscale Image Matting. ICAISC (2) 2021: 57-68 - [c81]Dawid Polap, Gautam Srivastava, Jerry Chun-Wei Lin, Marcin Wozniak:
Federated Learning Model with Augmentation and Samples Exchange Mechanism. ICAISC (1) 2021: 214-223 - [c80]Marcin Wozniak, Jakub Silka, Michal Wieczorek:
Deep learning based crowd counting model for drone assisted systems. DroneCom@MobiCom 2021: 31-36 - [e3]Ilona Veitaite, Audrius Lopata, Tomas Krilavicius, Marcin Wozniak:
Proceedings of the 26th International Conference on Information Society and University Studies (IVUS 2021), Kaunas, Lithuania, April 23, 2021. CEUR Workshop Proceedings 2915, CEUR-WS.org 2021 [contents] - 2020
- [j62]Zengguo Sun, Dedao Lin, Wei Wei, Marcin Wozniak, Robertas Damasevicius:
Road Detection Based on Shearlet for GF-3 Synthetic Aperture Radar Images. IEEE Access 8: 28133-28141 (2020) - [j61]Rolandas Gircys, Egidijus Kazanavicius, Rytis Maskeliunas, Robertas Damasevicius, Marcin Wozniak:
Wearable system for real-time monitoring of hemodynamic parameters: Implementation and evaluation. Biomed. Signal Process. Control. 59: 101873 (2020) - [j60]Wei Wei, Qiao Ke, Jakub Nowak, Marcin Korytkowski, Rafal Scherer, Marcin Wozniak:
Accurate and fast URL phishing detector: A convolutional neural network approach. Comput. Networks 178: 107275 (2020) - [j59]Jingwei Li, Yong Qi, Wei Wei, Jinwei Lin, Marcin Wozniak, Robertas Damasevicius:
dCCPI-predictor: A state-aware approach for effectively predicting cross-core performance interference. Future Gener. Comput. Syst. 105: 184-195 (2020) - [j58]Qiong Wu, Xiumei Fan, Wei Wei, Marcin Wozniak:
Dynamic Scheduling Algorithm for Delay-Sensitive Vehicular Safety Applications in Cellular Network. Inf. Technol. Control. 49(1): 161-178 (2020) - [j57]Bin Zhou, Dongjun Ye, Wei Wei, Marcin Wozniak:
Alternating Direction Projections onto Convex Sets for Super-Resolution Image Reconstruction. Inf. Technol. Control. 49(1): 179-190 (2020) - [j56]Robertas Damasevicius, Rytis Maskeliunas, Gintautas Narvydas, Ruta Narbutaite, Dawid Polap, Marcin Wozniak:
Intelligent automation of dental material analysis using robotic arm with Jerk optimized trajectory. J. Ambient Intell. Humaniz. Comput. 11(12): 6223-6234 (2020) - [j55]Zhixian Chang, Marcin Wozniak:
Encryption technology of voice transmission in mobile network based on 3DES-ECC algorithm. Mob. Networks Appl. 25(6): 2398-2408 (2020) - [j54]Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Marcin Wozniak, Gianluca Susi:
A spiking neural network-based long-term prediction system for biogas production. Neural Networks 129: 271-279 (2020) - [j53]Marcin Wozniak, Dawid Polap:
Soft trees with neural components as image-processing technique for archeological excavations. Pers. Ubiquitous Comput. 24(3): 363-375 (2020) - [j52]Qiao Ke, Zengguo Sun, Yang Liu, Wei Wei, Marcin Wozniak, Rafal Scherer:
High-Resolution SAR Image Despeckling Based on Nonlocal Means Filter and Modified AA Model. Secur. Commun. Networks 2020: 8889317:1-8889317:8 (2020) - [j51]Mingwei Zhang, Weipeng Jing, Jingbo Lin, Nengzhen Fang, Wei Wei, Marcin Wozniak, Robertas Damasevicius:
NAS-HRIS: Automatic Design and Architecture Search of Neural Network for Semantic Segmentation in Remote Sensing Images. Sensors 20(18): 5292 (2020) - [j50]Huilin Ge, Zhiyu Zhu, Kang Lou, Wei Wei, Runbang Liu, Robertas Damasevicius, Marcin Wozniak:
Classification of Infrared Objects in Manifold Space Using Kullback-Leibler Divergence of Gaussian Distributions of Image Points. Symmetry 12(3): 434 (2020) - [j49]Giacomo Capizzi, Grazia Lo Sciuto, Christian Napoli, Dawid Polap, Marcin Wozniak:
Small Lung Nodules Detection Based on Fuzzy-Logic and Probabilistic Neural Network With Bioinspired Reinforcement Learning. IEEE Trans. Fuzzy Syst. 28(6): 1178-1189 (2020) - [j48]Marcin Wozniak, Dawid Polap:
Intelligent Home Systems for Ubiquitous User Support by Using Neural Networks and Rule-Based Approach. IEEE Trans. Ind. Informatics 16(4): 2651-2658 (2020) - [c79]Jakub Silka, Michal Wieczorek, Marcin Wozniak:
Future Graduate Salaries Prediction Model Based On Recurrent Neural Network. FedCSIS 2020: 427-430 - [c78]Marcin Korytkowski, Rafal Scherer, Dominik Szajerman, Dawid Polap, Marcin Wozniak:
Efficient Visual Classification by Fuzzy Rules. FUZZ-IEEE 2020: 1-6 - [c77]Olusola Oluwakemi Abayomi-Alli, Robertas Damasevicius, Michal Wieczorek, Marcin Wozniak:
Data Augmentation Using Principal Component Resampling for Image Recognition by Deep Learning. ICAISC (2) 2020: 39-48 - [c76]Dawid Polap, Gautam Srivastava, Marcin Wozniak:
Multi-agent Architecture for Internet of Medical Things. ICAISC (2) 2020: 49-58 - [c75]Alicja Winnicka, Karolina Kesik, Dawid Polap, Marcin Wozniak:
SURF Algorithm with Convolutional Neural Network as Face Recognition Technique. ICAISC (2) 2020: 95-102 - [c74]Dawid Polap, Marcin Wozniak, Marcin Korytkowski, Rafal Scherer:
Encoder-Decoder Based CNN Structure for Microscopic Image Identification. ICONIP (1) 2020: 301-312 - [c73]Zongwen Bai, Ying Li, Meili Zhou, Di Li, Dong Wang, Dawid Polap, Marcin Wozniak:
Bilinear Semi-Tensor Product Attention (BSTPA) model for visual question answering. IJCNN 2020: 1-8 - [c72]Adam Zielonka, Andrzej Sikora, Marcin Wozniak:
Data system model for easy human-machine interactions over communication interfaces. IRC 2020: 506-511 - [c71]Dawid Polap, Marcin Wozniak:
Collaborative learning with taboos for machine learning methods in big data problems. SSCI 2020: 435-441 - [e2]Audrius Lopata, Vilma Sukacke, Tomas Krilavicius, Ilona Veitaite, Marcin Wozniak:
Proceedings of the Information Society and University Studies 2020, Kaunas, Lithuania, April 23, 2020. CEUR Workshop Proceedings 2698, CEUR-WS.org 2020 [contents]
2010 – 2019
- 2019
- [j47]Qiao Ke, Jiangshe Zhang, Wei Wei, Robertas Damasevicius, Marcin Wozniak:
Adaptive Independent Subspace Analysis of Brain Magnetic Resonance Imaging Data. IEEE Access 7: 12252-12261 (2019) - [j46]Jianhui Wu, Wei Wei, Lu Zhang, Jie Wang, Robertas Damasevicius, Jing Li, Haidong Wang, Guoli Wang, Xin Zhang, Juxiang Yuan, Marcin Wozniak:
Risk Assessment of Hypertension in Steel Workers Based on LVQ and Fisher-SVM Deep Excavation. IEEE Access 7: 23109-23119 (2019) - [j45]Zhenyan Ji, Huaiyu Pi, Wei Wei, Bo Xiong, Marcin Wozniak, Robertas Damasevicius:
Recommendation Based on Review Texts and Social Communities: A Hybrid Model. IEEE Access 7: 40416-40427 (2019) - [j44]Jian Li, Junmin He, Yangwei Wang, Kai Yu, Marcin Wozniak, Wei Wei