Rafał Dreżewski

About Rafał Dreżewski

Rafał Dreżewski, With an exceptional h-index of 17 and a recent h-index of 9 (since 2020), a distinguished researcher at Akademia Górniczo-Hutnicza, specializes in the field of Bio-inspired artificial intelligence, Agent-based modeling and simulation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Redefining brain tumor segmentation: a cutting-edge convolutional neural networks-transfer learning approach

Comparative Analysis of Image Enhancement Techniques for Brain Tumor Segmentation: Contrast, Histogram, and Hybrid Approaches

Statement of Peer review

Optimizing Brain Tumor Segmentation Through CNN U-Net with CLAHE-HE Image Enhancement

Dealing with COVID-19 Using Deep Learning for Computer Vision

Automated Text Annotation Using a Semi-Supervised Approach with Meta Vectorizer and Machine Learning Algorithms for Hate Speech Detection

Advanced Medical Image Segmentation Enhancement: A Particle-Swarm-Optimization-Based Histogram Equalization Approach

Essay auto-scoring using N-Gram and Jaro Winkler based Indonesian Typos

Rafał Dreżewski Information

University

Position

Institute of Computer Science

Citations(all)

987

Citations(since 2020)

422

Cited By

711

hIndex(all)

17

hIndex(since 2020)

9

i10Index(all)

27

i10Index(since 2020)

9

Email

University Profile Page

Google Scholar

Rafał Dreżewski Skills & Research Interests

Bio-inspired artificial intelligence

Agent-based modeling and simulation

Top articles of Rafał Dreżewski

Redefining brain tumor segmentation: a cutting-edge convolutional neural networks-transfer learning approach

International Journal of Electrical and Computer Engineering (IJECE)

2024/6

Comparative Analysis of Image Enhancement Techniques for Brain Tumor Segmentation: Contrast, Histogram, and Hybrid Approaches

2022/2/11

Optimizing Brain Tumor Segmentation Through CNN U-Net with CLAHE-HE Image Enhancement

2024/2/2

Rafał Dreżewski
Rafał Dreżewski

H-Index: 8

Dealing with COVID-19 Using Deep Learning for Computer Vision

2024/1/31

Rafał Dreżewski
Rafał Dreżewski

H-Index: 8

Automated Text Annotation Using a Semi-Supervised Approach with Meta Vectorizer and Machine Learning Algorithms for Hate Speech Detection

Applied Sciences

2024/1/26

Rafał Dreżewski
Rafał Dreżewski

H-Index: 8

Advanced Medical Image Segmentation Enhancement: A Particle-Swarm-Optimization-Based Histogram Equalization Approach

Applied Sciences

2024/1/22

Rafał Dreżewski
Rafał Dreżewski

H-Index: 8

Essay auto-scoring using N-Gram and Jaro Winkler based Indonesian Typos

MATRIK: Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer

2023/3/24

Modified Histogram Equalization for Improved CNN Medical Image Segmentation

Procedia Computer Science

2023/1/1

Rafał Dreżewski
Rafał Dreżewski

H-Index: 8

Palm Oil Maturity Classification Using K-Nearest Neighbors Based on RGB and L* a* b Color Extraction

Procedia Computer Science

2023/1/1

Rafał Dreżewski
Rafał Dreżewski

H-Index: 8

Improving sentiment analysis on PeduliLindungi comments: a comparative study with CNN-Word2Vec and integrated negation handling

Science in Information Technology Letters

2023/11/23

Rafał Dreżewski
Rafał Dreżewski

H-Index: 8

Detection of Chest X-ray Abnormalities Using CNN Based on Hyperparameter Optimization

Engineering Proceedings

2023/11/15

Bayu Saputra
Bayu Saputra

H-Index: 0

Rafał Dreżewski
Rafał Dreżewski

H-Index: 8

Nondestructive chicken egg fertility detection using CNN-transfer learning algorithms

arXiv preprint arXiv:2309.16257

2023/9/28

Sentiment Analysis Using Machine Learning Approach Based on Feature Extraction for Anxiety Detection

2023/6/26

Rafał Dreżewski
Rafał Dreżewski

H-Index: 8

Surrogate-Assisted Ship Route Optimisation

2023/6/26

Roman Dębski
Roman Dębski

H-Index: 8

Rafał Dreżewski
Rafał Dreżewski

H-Index: 8

Enhanced medical image segmentation using CNN based on histogram equalization

2023/5/4

Rafał Dreżewski
Rafał Dreżewski

H-Index: 8

Real-time surrogate-assisted preprocessing of streaming sensor data

Computer Networks

2022/12/24

Roman Dębski
Roman Dębski

H-Index: 8

Rafał Dreżewski
Rafał Dreżewski

H-Index: 8

Sentiment analysis of Indonesian reviews using fine-tuning IndoBERT and R-CNN

ILKOM Jurnal Ilmiah

2022/12/19

Adaptive surrogate-assisted optimal sailboat path search using onboard computers

2022/6/15

Roman Dębski
Roman Dębski

H-Index: 8

Rafał Dreżewski
Rafał Dreżewski

H-Index: 8

Semi-supervised Text Annotation for Hate Speech Detection using K-Nearest Neighbors and Term Frequency-Inverse Document Frequency

International Journal of Advanced Computer Science and Applications

2022

See List of Professors in Rafał Dreżewski University(Akademia Górniczo-Hutnicza)

Co-Authors

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