World's Best Scientists 2026 revealed!
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Computer Science
Poland
2026

D-Index & Metrics

Computer Science

D-Index
59
Citations
10363
World Ranking
3493
National Ranking
8

Research.com Recognitions

  • 2026 - Research.com Computer Science in Poland Leader Award
  • 2025 - Research.com Computer Science in Poland Leader Award

Overview

Marcin Wozniak is affiliated with the Silesian University of Technology in Poland. Their research contributions span multiple areas within computer science and engineering, with a strong focus on artificial intelligence and its applications.

The scientist's recent publication record includes research in neural networks, optimization algorithms, and applications in medical imaging and energy prediction. Notable papers by Wozniak include:

  • Deep neural network correlation learning mechanism for CT brain tumor detection (2021) published in Neural Computing and Applications

Wozniak has collaborated extensively, with frequent co-authors being:

  • Muhammad Fazal Ijaz
  • Robertas Damaševičius
  • Jana Shafi
  • Dawid Połap
  • Michał Wieczorek

Their work has appeared in various scientific venues, reflecting a multidisciplinary approach focused on emerging technologies and computational methods. Important publication venues include:

  • Scientific Reports
  • Sensors
  • Mobile Networks and Applications
  • IEEE Access
  • IEEE Transactions on Industrial Informatics

Marcin Wozniak's main fields of study cover Computer Science and Engineering. Within these fields, they have developed expertise in several subfields such as:

  • Artificial Intelligence
  • Computer Vision and Pattern Recognition
  • Electrical and Electronic Engineering
  • Computer Networks and Communications
  • Information Systems

The research topics addressed include a variety of applied and theoretical issues, notably:

  • AI and Multimedia in Education
  • Brain Tumor Detection and Classification
  • IoT and Edge/Fog Computing
  • AI in cancer detection
  • Advanced Neural Network Applications
  • Blockchain Technology Applications and Security
  • Advanced Technologies in Various Fields

In addition to journal articles and conference papers, Wozniak has contributed to academic books. One such publication is titled Recent Advances in Big Data, Machine, and Deep Learning for Precision Agriculture (2024), published by Frontiers Media.

Best Publications

  • Red fox optimization algorithm

    Unknown

  • Deep neural network correlation learning mechanism for CT brain tumor detection

    Unknown

  • Overview and methods of correlation filter algorithms in object tracking

    Shuai Liu;Dongye Liu;Gautam Srivastava;Gautam Srivastava;Dawid Połap

  • Long Short-Term Memory Network-Based Metaheuristic for Effective Electric Energy Consumption Prediction

    Simran Kaur Hora;Rachana Poongodan;Rocío Pérez de Prado;Marcin Wozniak

  • Accurate and fast URL phishing detector: A convolutional neural network approach

    Wei Wei;Qiao Ke;Jakub Nowak;Marcin Korytkowski

  • A union of deep learning and swarm-based optimization for 3D human action recognition

    Unknown

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

    Qiao Ke;Jiangshe Zhang;Wei Wei;Dawid Połap

  • Self-attention negative feedback network for real-time image super-resolution

    Unknown

  • A regional adaptive variational PDE model for computed tomography image reconstruction

    Wei Wei;Bin Zhou;Dawid Połap;Marcin Woźniak

  • Multi-sink distributed power control algorithm for Cyber-physical-systems in coal mine tunnels

    Wei Wei;Xu Xia;Marcin Wozniak;Xunli Fan

  • Lightweight CNN model for human face detection in risk situations

    Micha Wieczorek;Jakub Sika;Marcin Wozniak;Sahil Garg

  • Recurrent Neural Network Model for IoT and Networking Malware Threat Detection

    Marcin Wozniak;Jakub Silka;Michal Wieczorek;Mubarak Alrashoud

  • DecomVQANet: Decomposing visual question answering deep network via tensor decomposition and regression

    Unknown

  • Recognition of American Sign Language Gestures in a Virtual Reality Using Leap Motion

    Aurelijus Vaitkevičius;Mantas Taroza;Tomas Blažauskas;Robertas Damaševičius

  • Human Activity Recognition in AAL Environments Using Random Projections

    Robertas Damaševičius;Mindaugas Vasiljevas;Justas Šalkevičius;Marcin Woźniak

  • Blockchain Technology for Secured Healthcare Data Communication among the Non-Terminal Nodes in IoT Architecture in 5G Network

    Unknown

  • Meta-heuristic as manager in federated learning approaches for image processing purposes

    Unknown

  • TLEFuzzyNet: Fuzzy Rank based ensemble of Transfer Learning models for Emotion Recognition from Human Speeches

    Unknown

  • Intelligent Internet of Things System for Smart Home Optimal Convection

    Adam Zielonka;Andrzej Sikora;Marcin Wozniak;Wei Wei

  • Small Lung Nodules Detection Based on Fuzzy-Logic and Probabilistic Neural Network With Bioinspired Reinforcement Learning

    Giacomo Capizzi;Grazia Lo Sciuto;Christian Napoli;Dawid Polap

  • Smartphone User Identity Verification Using Gait Characteristics

    Robertas Damaševičius;Rytis Maskeliūnas;Algimantas Venčkauskas;Marcin Woźniak

  • Automatic classification of fruit defects based on co-occurrence matrix and neural networks

    Giacomo Capizzi;Grazia Lo Sciuto;Christian Napoli;Emiliano Tramontana

  • Adaptive Independent Subspace Analysis of Brain Magnetic Resonance Imaging Data

    Qiao Ke;Jiangshe Zhang;Wei Wei;Robertas Damasevicius

  • Fully Convolutional Neural Network with Augmented Atrous Spatial Pyramid Pool and Fully Connected Fusion Path for High Resolution Remote Sensing Image Segmentation

    Guangsheng Chen;Chao Li;Wei Wei;Weipeng Jing

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

    Zhenyan Ji;Huaiyu Pi;Wei Wei;Bo Xiong

  • Body Pose Prediction Based on Motion Sensor Data and Recurrent Neural Network

    Marcin Wozniak;Michal Wieczorek;Jakub Silka;Dawid Polap

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

    Jianhui Wu;Wei Wei;Lu Zhang;Jie Wang

  • 6G-Enabled IoT Home Environment Control Using Fuzzy Rules

    Marcin Wozniak;Adam Zielonka;Andrzej Sikora;Md. Jalil Piran

Frequent Co-Authors

Robertas Damaševičius
Robertas Damaševičius Kaunas University of Technology
Wei Wei
Wei Wei Qilu University of Technology
Rytis Maskeliunas
Rytis Maskeliunas Kaunas University of Technology
Sahil Garg
Sahil Garg Canadian University Dubai
Md. Jalil Piran
Md. Jalil Piran Sejong University
Georges Kaddoum
Georges Kaddoum École de Technologie Supérieure
Mohammad Mehedi Hassan
Mohammad Mehedi Hassan King Saud University
Ghulam Muhammad
Ghulam Muhammad King Saud University
Atif Alamri
Atif Alamri King Saud University
M. Shamim Hossain
M. Shamim Hossain King Saud University

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