Rafal Drezewski

62 papers B 8C 1Misc 8Journal 18Unranked 25
YearRankTypeTitle / Venue / Authors
2025 J jnl
Advanced brain tumor segmentation using DeepLabV3Plus with Xception encoder on a multi-class MR image dataset.
Multim. Tools Appl.
Shoffan Saifullah, Rafal Drezewski, Anton Yudhana
2025 J jnl
Automatic Brain Tumor Segmentation: Advancing U-Net With ResNet50 Encoder for Precise Medical Image Analysis.
IEEE Access
Shoffan Saifullah, Rafal Drezewski, Anton Yudhana, Andiko Putro Suryotomo
2025 J jnl
Bio-Inspired Metaheuristics in Deep Learning for Brain Tumor Segmentation: A Decade of Advances and Future Directions.
Inf.
Shoffan Saifullah, Rafal Drezewski, Anton Yudhana, Wahyu Caesarendra, Nurul Huda
2025 J jnl
GA-UNet: Genetic Algorithm-Optimized Lightweight U-Net Architecture for Multi-Sequence Brain Tumor MRI Segmentation.
IEEE Access
Shoffan Saifullah, Rafal Drezewski
2025 J jnl
Modified U-Net with attention gate for enhanced automated brain tumor segmentation.
Neural Comput. Appl.
Shoffan Saifullah, Rafal Drezewski, Anton Yudhana, Maciej Wielgosz, Wahyu Caesarendra
2025 — conf
Optimizing U-Net Architecture Using Differential Evolution for Brain Tumor Segmentation.
ICCS (4)
Shoffan Saifullah, Rafal Drezewski
2025 J jnl
PSO-UNet: Particle Swarm-Optimized U-Net Framework for Precise Multimodal Brain Tumor Segmentation.
CoRR
Shoffan Saifullah, Rafal Drezewski
2025 — conf
Particle Swarm-Optimized U-Net Framework for Precise Multimodal Brain Tumor Segmentation.
GECCO Companion
Shoffan Saifullah, Rafal Drezewski
2024 — conf
Automatic Brain Tumor Segmentation Using Convolutional Neural Networks: U-Net Framework with PSO-Tuned Hyperparameters.
PPSN (3)
Shoffan Saifullah, Rafal Drezewski
2024 — conf
Brain Tumor Segmentation Using Ensemble CNN-Transfer Learning Models: DeepLabV3plus and ResNet50 Approach.
ICCS (4)
Shoffan Saifullah, Rafal Drezewski
2024 J jnl
Comparative Analysis of Image Enhancement Techniques for Brain Tumor Segmentation: Contrast, Histogram, and Hybrid Approaches.
CoRR
Shoffan Saifullah, Andri Pranolo, Rafal Drezewski
2024 — conf
Enhancing Breast Cancer Diagnosis: A CNN-Based Approach for Medical Image Segmentation and Classification.
ICCS (4)
Shoffan Saifullah, Rafal Drezewski
2024 — conf
Improved Brain Tumor Segmentation Using Modified U-Net based on Particle Swarm Optimization Image Enhancement.
GECCO Companion
Shoffan Saifullah, Rafal Drezewski
2024 — conf
The Role of Automated Classification in Preserving Indonesian Folk and National Songs.
HCI (36)
Aji Prasetya Wibawa, AH. Rofi'uddin, Rafal Drezewski, Ilham Ari Elbaith Zaeni, Irfan Zuhdi Abdillah, Triyanti Simbolon, Fabyan Raif Erlangga, Agung Bella Putra Utama
2023 B conf
Modified Histogram Equalization for Improved CNN Medical Image Segmentation.
KES
Shoffan Saifullah, Rafal Drezewski
2023 J jnl
Nondestructive chicken egg fertility detection using CNN-transfer learning algorithms.
CoRR
Shoffan Saifullah, Rafal Drezewski, Anton Yudhana, Andri Pranolo, Wilis Kaswijanti, Andiko Putro Suryotomo, Seno Aji Putra, Alin Khaliduzzaman, Anton Satria Prabuwono, Nathalie Japkowicz
2023 B conf
Palm Oil Maturity Classification Using K-Nearest Neighbors Based on RGB and L*a*b Color Extraction.
KES
Shoffan Saifullah, Dessyanto Boedi Prasetyo, Indahyani, Rafal Drezewski, Felix Andika Dwiyanto
2023 — conf
Sentiment Analysis Using Machine Learning Approach Based on Feature Extraction for Anxiety Detection.
ICCS (2)
Shoffan Saifullah, Rafal Drezewski, Felix Andika Dwiyanto, Agus Sasmito Aribowo, Yuli Fauziah
2023 — conf
Surrogate-Assisted Ship Route Optimisation.
ICCS (3)
Roman Debski, Rafal Drezewski
2022 — conf
Adaptive Surrogate-Assisted Optimal Sailboat Path Search Using Onboard Computers.
ICCS (3)
Roman Debski, Rafal Drezewski
2022 B conf
Non-Destructive Egg Fertility Detection in Incubation Using SVM Classifier Based on GLCM Parameters.
KES
Shoffan Saifullah, Rafal Drezewski
2022 J jnl
Real-time surrogate-assisted preprocessing of streaming sensor data.
Comput. Networks
Roman Debski, Rafal Drezewski
2022 B conf
System Supporting Poetry Generation Using Text Generation and Style Transfer Methods.
KES
Magdalena Badura, Michal Lampert, Rafal Drezewski
2021 J jnl
Adaptive Segmentation of Streaming Sensor Data on Edge Devices.
Sensors
Roman Debski, Rafal Drezewski
2021 B conf
Chess as Sequential Data in a Chess Match Outcome Prediction Using Deep Learning with Various Chessboard Representations.
KES
Rafal Drezewski, Grzegorz Wator
2021 B conf
The application of selected modern artificial intelligence techniques in an exemplary strategy game.
KES
Rafal Drezewski, Jakub Solawa
2018 J jnl
The Agent-Based Model and Simulation of Sexual Selection and Pair Formation Mechanisms.
Entropy
Rafal Drezewski
2018 J jnl
The Evolutionary Optimization of a Company's Return on Equity Factor: Towards the Agent-Based Bio-Inspired System Supporting Corporate Finance Decisions.
IEEE Access
Rafal Drezewski, Sylwia Kruk, Maciej Makowka
2017 J jnl
An Agent-Based Co-Evolutionary Multi-Objective Algorithm for Portfolio Optimization.
Symmetry
Rafal Drezewski, Krzysztof Doroz
2017 — conf
Artificial Intelligence Techniques for the Puerto Rico Strategy Game.
KES-AMSTA
Rafal Drezewski, Maciej Kleczar
2016 — conf
Hierarchical and Massively Interactive Approaches for Hybridization of Evolutionary Computations and Agent Systems - Comparison in Financial Application.
ICAISC (1)
Leszek Siwik, Rafal Drezewski
2015 — conf
Agent-Based Neuro-Evolution Algorithm.
KES-AMSTA
Rafal Drezewski, Krzysztof Cetnarowicz, Grzegorz Dziuban, Szymon Martynuska, Aleksander Byrski
2015 — conf
Agent-Based Simulation Model of Sexual Selection Mechanism.
KES-AMSTA
Rafal Drezewski
2015 J jnl
Evolutionary multi-agent systems.
Knowl. Eng. Rev.
Aleksander Byrski, Rafal Drezewski, Leszek Siwik, Marek Kisiel-Dorohinicki
2015 — conf
The Application of Co-evolutionary Genetic Programming and TD(1) Reinforcement Learning in Large-Scale Strategy Game VCMI.
KES-AMSTA
Lukasz Wilisowski, Rafal Drezewski
2015 J jnl
The application of social network analysis algorithms in a system supporting money laundering detection.
Inf. Sci.
Rafal Drezewski, Jan Sepielak, Wojciech Filipkowski
2014 — conf
Evolutionary Multi-modal Optimization with the Use of Multi-objective Techniques.
ICAISC (1)
Leszek Siwik, Rafal Drezewski
2012 J jnl
System supporting money laundering detection.
Digit. Investig.
Rafal Drezewski, Jan Sepielak, Wojciech Filipkowski
2010 J jnl
Maintaining Functional Integrity in Multi-Agent Systems for Resource Allocation.
Comput. Informatics
Krzysztof Cetnarowicz, Rafal Drezewski
2010 — ch.
UML2SQL - A Tool for Model-Driven Development of Data Access Layer.
Smart Information and Knowledge Management
Leszek Siwik, Krzysztof Lewandowski, Adam Wos, Rafal Drezewski, Marek Kisiel-Dorohinicki
2009 Misc conf
Agent-Based Evolutionary System for Traveling Salesman Problem.
HAIS
Rafal Drezewski, Piotr Wozniak, Leszek Siwik
2009 Misc conf
Co-operative Co-evolutionary Approach to Multi-objective Optimization.
HAIS
Rafal Drezewski, Krystian Obrocki
2009 — conf
Comparison of Multi-agent Co-operative Co-evolutionary and Evolutionary Algorithms for Multi-objective Portfolio Optimization.
EvoWorkshops
Rafal Drezewski, Krystian Obrocki, Leszek Siwik
2008 Misc conf
Agent-Based Co-Operative Co-Evolutionary Algorithm for Multi-Objective Optimization.
ICAISC
Rafal Drezewski, Leszek Siwik
2008 B conf
Agent-based multi-objective evolutionary algorithm with sexual selection.
IEEE Congress on Evolutionary Computation
Rafal Drezewski, Leszek Siwik
2008 — ch.
Co-Evolutionary Multi-Agent System for Portfolio Optimization.
Natural Computing in Computational Finance
Rafal Drezewski, Leszek Siwik
2008 — conf
Evolutionary System for Generating Investment Strategies.
EvoWorkshops
Rafal Drezewski, Jan Sepielak
2008 — conf
Generating Robust Investment Strategies with Agent-Based Co-evolutionary System.
ICCS (3)
Rafal Drezewski, Jan Sepielak, Leszek Siwik
2008 — conf
Hierarchical Approach to Evolutionary Multi-Objective Optimization.
ICCS (3)
Eryk Ciepiela, Joanna Kocot, Leszek Siwik, Rafal Drezewski
2008 C conf
Maintaining Population Diversity in Evolution Strategy for Engineering Problems.
IEA/AIE
Roman Debski, Rafal Drezewski, Marek Kisiel-Dorohinicki
2007 — conf
Co-evolutionary Multi-agent System with Predator-Prey Mechanism for Multi-objective Optimization.
ICANNGA (1)
Rafal Drezewski, Leszek Siwik
2007 — conf
Co-operative Co-evolutionary System for Solving Dynamic VRPTW Problems with Crisis Situations.
HoloMAS
Rafal Drezewski, Lukasz Dronka, Jaroslaw Kozlak
2007 — conf
Multi-objective Optimization Technique Based on Co-evolutionary Interactions in Multi-agent System.
EvoWorkshops
Rafal Drezewski, Leszek Siwik
2007 Misc conf
Sexual Selection Mechanism for Agent-Based Evolutionary Computation.
International Conference on Computational Science (2)
Rafal Drezewski, Krzysztof Cetnarowicz
2007 Misc conf
Techniques for Maintaining Population Diversity in Classical and Agent-Based Multi-objective Evolutionary Algorithms.
International Conference on Computational Science (2)
Rafal Drezewski, Leszek Siwik
2007 — conf
The Application of Agent-Based Co-Evolutionary System with Predator-Prey Interactions to Solving Multi-Objective Optimization Problems.
MCDM
Rafal Drezewski, Leszek Siwik
2006 B conf
Co-Evolutionary Multi-Agent System with Sexual Selection Mechanism for Multi-Objective Optimization.
IEEE Congress on Evolutionary Computation
Rafal Drezewski, Leszek Siwik
2006 J jnl
Co-Evolutionary Multi-Agent System with Speciation and Resource Sharing Mechanisms.
Comput. Artif. Intell.
Rafal Drezewski
2006 Misc conf
Maintaining Diversity in Agent-Based Evolutionary Computation.
International Conference on Computational Science (3)
Rafal Drezewski, Marek Kisiel-Dorohinicki
2006 Misc conf
Multi-objective Optimization Using Co-evolutionary Multi-agent System with Host-Parasite Mechanism.
International Conference on Computational Science (3)
Rafal Drezewski, Leszek Siwik
2004 Misc conf
A Co-evolutionary Multi-agent System for Multi-modal Function Optimization.
International Conference on Computational Science
Rafal Drezewski
2003 — conf
A Model of Co-evolution in Multi-agent System.
CEEMAS
Rafal Drezewski