Rafał Dreżewski

Rafał Dreżewski

Akademia Górniczo-Hutnicza

H-index: 17

Europe-Poland

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:

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

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

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

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

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

Akademia Górniczo-Hutnicza

Google Scholar

View Google Scholar Profile

Rafał Dreżewski Skills & Research Interests

Bio-inspired artificial intelligence

Agent-based modeling and simulation

Top articles of Rafał Dreżewski

Title

Journal

Author(s)

Publication Date

Dealing with COVID-19 Using Deep Learning for Computer Vision

Felix Andika Dwiyanto

Rafał Dreżewski

Aji Prasetya Wibawa

2024/1/31

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

Applied Sciences

Shoffan Saifullah

Rafał Dreżewski

Felix Andika Dwiyanto

Agus Sasmito Aribowo

Yuli Fauziah

...

2024/1/26

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

International Journal of Electrical and Computer Engineering (IJECE)

Shoffan Saifullah

Rafał Drezewski

2024/6

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

Applied Sciences

Shoffan Saifullah

Rafał Dreżewski

2024/1/22

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

Noor Halawati Binti Che Meh

Nurul Atikah Binti Mohd Sharif

Nor Hazlyna Binti Harun

Zunaina Binti Embong

2022/2/11

Statement of Peer review

Ir Widodo

Eko Widodo

Loh Teck Chwen

Helen Louton

Abdul Razak Alimon

...

2023/10/30

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

Shoffan Saifullah

Andiko Putro Suryotomo

Rafał Dreżewski

Radius Tanone

Tundo Tundo

2024/2/2

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

Shoffan Saifullah

Rafał Dreżewski

Felix Andika Dwiyanto

Agus Sasmito Aribowo

Yuli Fauziah

2023/6/26

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

Procedia Computer Science

Shofan Saifullah

Dessyanto Boedi Prasetyo

Rafał Dreżewski

Felix Andika Dwiyanto

2023/1/1

Surrogate-Assisted Ship Route Optimisation

Roman Dębski

Rafał Dreżewski

2023/6/26

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

Science in Information Technology Letters

Herlina Jayadianti

Berliana Andra Arianti

Nur Heri Cahyana

Shoffan Saifullah

Rafał Dreżewski

2023/11/23

Enhanced medical image segmentation using CNN based on histogram equalization

Shoffan Saifullah

Rafał Dreżewski

2023/5/4

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

Engineering Proceedings

Shoffan Saifullah

Bambang Yuwono

Heru Cahya Rustamaji

Bayu Saputra

Felix Andika Dwiyanto

...

2023/11/15

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

MATRIK: Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer

Herlina Jayadianti

Budi Santosa

Judanti Cahyaning

Shoffan Saifullah

Rafal Drezewski

2023/3/24

Nondestructive chicken egg fertility detection using CNN-transfer learning algorithms

arXiv preprint arXiv:2309.16257

Shoffan Saifullah

Rafal Drezewski

Anton Yudhana

Andri Pranolo

Wilis Kaswijanti

...

2023/9/28

Modified Histogram Equalization for Improved CNN Medical Image Segmentation

Procedia Computer Science

Shoffan Saifullah

Rafał Dreżewski

2023/1/1

Non-destructive egg fertility detection in incubation using SVM classifier based on GLCM parameters

Procedia Computer Science

Shofan Saifullah

Rafał Dreżewski

2022/1/1

System Supporting Poetry Generation Using Text Generation and Style Transfer Methods

Procedia Computer Science

Magdalena Badura

Michał Lampert

Rafał Dreżewski

2022/1/1

Real-time surrogate-assisted preprocessing of streaming sensor data

Computer Networks

Roman Dębski

Rafał Dreżewski

2022/12/24

K-Means Segmentation Based-on Lab Color Space for Embryo Detection in Incubated Egg

arXiv preprint arXiv:2103.02288

Shoffan Saifullah

Rafal Drezewski

Alin Khaliduzzaman

Lean Karlo Tolentino

Rabbimov Ilyos

2021/3/3

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

Co-Authors

H-index: 20
Aleksander Byrski

Aleksander Byrski

Akademia Górniczo-Hutnicza

H-index: 19
Marek Kisiel-Dorohinicki

Marek Kisiel-Dorohinicki

Akademia Górniczo-Hutnicza

H-index: 14
Jaroslaw Kozlak

Jaroslaw Kozlak

Akademia Górniczo-Hutnicza

H-index: 13
Krzysztof Cetnarowicz

Krzysztof Cetnarowicz

Akademia Górniczo-Hutnicza

H-index: 10
Andri Pranolo

Andri Pranolo

Universitas Ahmad Dahlan

H-index: 10
Roman Dębski

Roman Dębski

Akademia Górniczo-Hutnicza

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