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Marcin Woźniak
silesian university of technology
59
H-index
391
Paper Count
1.1W
Citation Count
0
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Published Papers
122
Publication Date
Publication Date
Impact Factor
Citations
ADFCoder: Evolutionary requirements comprehension based on flowchart image with complex logic structure and domain-specific requirements
Applied Soft Computing
IF
6.6
2026-07-10
0
PRE
AI
Qiao Ke; Ming Zhao; Yunwei Dong; Marcin Woźniak; Tiantian Zhang; Shengjie Tian
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Hybrid deep learning with attention mechanism for monitoring and classifying physical exercise postures using sensor data
Scientific Reports
IF
3.9
2026-07-08
0
OA
AI
Yogesh Kumar; Kamini Girdhar; Ashish Oberoi; Apeksha Koul; Marcin Woźniak; Muhammad Fazal Ijaz
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Improving output voltage of 18-pulse rectifier systems using parallel heuristic RFO
Measurement
IF
5.6
2026-04-12
0
PRE
AI
Andrzej Sikora; Adam Zielonka; Parvathaneni Naga Srinivasu; Marcin Woźniak; Muhammad Fazal Ijaz
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Mental illness text classification based on Late Fusion combining BERT with Apriori-informed Graph Attention Network
Computer Standards & Interfaces
IF
3.1
2026-03-03
0
PRE
AI
Alicja Polowczyk; Agnieszka Polowczyk; Marcin Woźniak
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Segmented Medical Image Classification with Deep Convolutional Neural Networks Architectures for WBC Detection
ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2025, PT II
IF
0
2026-01-01
0
PRE
AI
Wiltos, Katarzyna; Polowczyk, Agnieszka; Polowczyk, Alicja; Wozniak, Marcin; Wieczorek, Michal
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A Centralized Federated Learning Framework with Security Aspects Against Byzantine and Sybil Attacks
ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2025, PT I
IF
0
2026-01-01
0
PRE
AI
Jaszcz, Antoni; Wozniak, Marcin; Pleszczynski, Mariusz; Zielonka, Adam
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FSDN-DETR: Enhancing Fuzzy Systems Adapter with DeNoising Anchor Boxes for Transfer Learning in Small Object Detection (vol 13, 287, 2025)
MATHEMATICS
IF
2.2
2025-11-04
0
OA
AI
Li, Zhijie; Zhang, Jiahui; Zhang, Yingjie; Yan, Dawei; Zhang, Xing; Wozniak, Marcin; Dong, Wei
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Integrating physiological signals for enhanced sleep apnea diagnosis with SleepNet
Scientific Reports
IF
3.9
2025-08-28
0
OA
AI
Prashant Hemrajani; Vijaypal Singh Dhaka; Geeta Rani; Sahil Verma; Kavita; Marcin Woźniak; Jana Shafi; Muhammad Fazal Ijaz
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PCDPose: enhancing the lightweight 2D human pose estimation model with pose-enhancing attention and context broadcasting
PATTERN ANALYSIS AND APPLICATIONS
IF
2
2025-06-01
0
PRE
AI
Tian, Zhenyuan; Fu, Weina; Wozniak, Marcin; Liu, Shuai
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Heuristic optimization in classification atoms in molecules using GCN via uniform simulated annealing
SCIENTIFIC REPORTS
IF
3.9
2025-05-20
0
OA
AI
Polowczyk, Agnieszka; Polowczyk, Alicja; Wozniak, Marcin
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A fuzzy rank-based deep ensemble methodology for multi-class skin cancer classification
SCIENTIFIC REPORTS
IF
3.9
2025-02-20
0
OA
AI
Halder, Arindam; Dalal, Anogh; Gharami, Sanghita; Wozniak, Marcin; Ijaz, Muhammad Fazal; Singh, Pawan Kumar
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Uncertainty estimation in HDR imaging with Bayesian neural networks
PATTERN RECOGNITION
IF
7.6
2024-12-01
2
PRE
AI
Yan, Qingsen; Wang, Haishen; Ma, Yifan; Liu, Yuhang; Dong, Wei; Wozniak, Marcin; Zhang, Yanning
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XAI-driven CatBoost multi-layer perceptron neural network for analyzing breast cancer
SCIENTIFIC REPORTS
IF
3.9
2024-11-19
2
OA
AI
Srinivasu, P. Naga; Lakshmi, G. Jaya; Gudipalli, Abhishek; Narahari, Sujatha Canavoy; Shafi, Jana; Wozniak, Marcin; Ijaz, Muhammad Fazal
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Automating cancer diagnosis using advanced deep learning techniques for multi-cancer image classification
SCIENTIFIC REPORTS
IF
3.9
2024-10-23
2
OA
AI
Kumar, Yogesh; Shrivastav, Supriya; Garg, Kinny; Modi, Nandini; Wiltos, Katarzyna; Wozniak, Marcin; Ijaz, Muhammad Fazal
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Dynamic center point learning for multiple object tracking under Severe occlusions
KNOWLEDGE-BASED SYSTEMS
IF
7.6
2024-09-01
3
PRE
AI
Hu, Yaoqi; Niu, Axi; Sun, Jinqiu; Zhu, Yu; Yan, Qingsen; Dong, Wei; Wozniak, Marcin; Zhang, Yanning
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SAMT-generator: A second-attention for image captioning based on multi-stage transformer network
NEUROCOMPUTING
IF
6.5
2024-08-01
21
PRE
AI
Yang, Xiaobao; Yang, Yang; Ma, Sugang; Li, Zhijie; Dong, Wei; Wozniak, Marcin
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A Robust Deep Learning Framework Based on Spectrograms for Heart Sound Classification
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
IF
3.4
2024-07-01
30
PRE
AI
Chen, Junxin; Guo, Zhihuan; Xu, Xu; Zhang, Li-bo; Teng, Yue; Chen, Yongyong; Wozniak, Marcin; Wang, Wei
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Exploiting robust quadratic polynomial hyperchaotic map and pixel fusion strategy for efficient image encryption
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2024-07-01
23
PRE
AI
Feng, Wei; Zhang, Jing; Chen, Yao; Qin, Zhentao; Zhang, Yushu; Ahmad, Musheer; Wozniakd, Marcin
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Implementing vision transformer for classifying 2D biomedical images
SCIENTIFIC REPORTS
IF
3.9
2024-05-31
9
OA
AI
Halder, Arindam; Gharami, Sanghita; Sadhu, Priyangshu; Singh, Pawan Kumar; Wozniak, Marcin; Ijaz, Muhammad Fazal
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AI-Empowered Internet of Things for Data-Driven Psychophysiological Computing and Patient Monitoring
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF
6.8
2024-05-01
0
OA
AI
Fang, Kai; Wang, Wei; Wozniak, Marcin; Zhang, Qingchen; Yu, Keping; Chen, Junxin; Tolba, Amr; Zhang, Leo
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Research Directions
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Co-authors
Cooperation Journals
G
Ghulam Muhammad
H-index: 84 · Papers: 546
王
王秀杰
(Jie Wang)
H-index: 79 · Papers: 1.8K
R
Robertas Damaševičius
H-index: 79 · Papers: 771
M
M. Shamim Hossain
H-index: 78 · Papers: 339
G
Gautam Srivastava
H-index: 77 · Papers: 801
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