Rafal Drezewski

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 22

Top Topics

Brain Tumor Segmentation

Medical Image Segmentation

Top Venues

Publications

Shoffan Saifullah, Rafal Drezewski
Enhancing Breast Cancer Diagnosis: A CNN-Based Approach for Medical Image Segmentation and Classification. ICCS (4) (2024)
Aji Prasetya Wibawa, AH. Rofi'uddin, Rafal Drezewski, Ilham Ari Elbaith Zaeni, Irfan Zuhdi Abdillah, Triyanti Simbolon, Fabyan Raif Erlangga, Agung Bella Putra Utama
The Role of Automated Classification in Preserving Indonesian Folk and National Songs. HCI (36) (2024)
Shoffan Saifullah, Rafal Drezewski
Improved Brain Tumor Segmentation Using Modified U-Net based on Particle Swarm Optimization Image Enhancement. GECCO Companion (2024)
Shoffan Saifullah, Andri Pranolo, Rafal Drezewski
Comparative Analysis of Image Enhancement Techniques for Brain Tumor Segmentation: Contrast, Histogram, and Hybrid Approaches. CoRR (2024)
Shoffan Saifullah, Rafal Drezewski
Brain Tumor Segmentation Using Ensemble CNN-Transfer Learning Models: DeepLabV3plus and ResNet50 Approach. ICCS (4) (2024)
Shoffan Saifullah, Rafal Drezewski, Felix Andika Dwiyanto, Agus Sasmito Aribowo, Yuli Fauziah
Sentiment Analysis Using Machine Learning Approach Based on Feature Extraction for Anxiety Detection. ICCS (2) (2023)
Shoffan Saifullah, Dessyanto Boedi Prasetyo, Indahyani, Rafal Drezewski, Felix Andika Dwiyanto
Palm Oil Maturity Classification Using K-Nearest Neighbors Based on RGB and L*a*b Color Extraction. KES (2023)
Shoffan Saifullah, Rafal Drezewski, Anton Yudhana, Andri Pranolo, Wilis Kaswijanti, Andiko Putro Suryotomo, Seno Aji Putra, Alin Khaliduzzaman, Anton Satria Prabuwono, Nathalie Japkowicz
Nondestructive chicken egg fertility detection using CNN-transfer learning algorithms. CoRR (2023)
Shoffan Saifullah, Rafal Drezewski
Modified Histogram Equalization for Improved CNN Medical Image Segmentation. KES (2023)
Roman Debski, Rafal Drezewski
Surrogate-Assisted Ship Route Optimisation. ICCS (3) (2023)
Shofan Saifullah, Rafal Drezewski
Non-Destructive Egg Fertility Detection in Incubation Using SVM Classifier Based on GLCM Parameters. KES (2022)
Roman Debski, Rafal Drezewski
Real-time surrogate-assisted preprocessing of streaming sensor data. Comput. Networks 219 (2022)
Magdalena Badura, Michal Lampert, Rafal Drezewski
System Supporting Poetry Generation Using Text Generation and Style Transfer Methods. KES (2022)
Roman Debski, Rafal Drezewski
Adaptive Surrogate-Assisted Optimal Sailboat Path Search Using Onboard Computers. ICCS (3) (2022)
Rafal Drezewski, Grzegorz Wator
Chess as Sequential Data in a Chess Match Outcome Prediction Using Deep Learning with Various Chessboard Representations. KES (2021)
Roman Debski, Rafal Drezewski
Adaptive Segmentation of Streaming Sensor Data on Edge Devices. Sensors 21 (20) (2021)
Rafal Drezewski, Jakub Solawa
The application of selected modern artificial intelligence techniques in an exemplary strategy game. KES (2021)
Rafal Drezewski
The Agent-Based Model and Simulation of Sexual Selection and Pair Formation Mechanisms. Entropy 20 (5) (2018)
Rafal Drezewski, Sylwia Kruk, Maciej Makowka
The Evolutionary Optimization of a Company's Return on Equity Factor: Towards the Agent-Based Bio-Inspired System Supporting Corporate Finance Decisions. IEEE Access 6 (2018)
Rafal Drezewski, Krzysztof Doroz
An Agent-Based Co-Evolutionary Multi-Objective Algorithm for Portfolio Optimization. Symmetry 9 (9) (2017)
Rafal Drezewski, Maciej Kleczar
Artificial Intelligence Techniques for the Puerto Rico Strategy Game. KES-AMSTA (2017)
Leszek Siwik, Rafal Drezewski
Hierarchical and Massively Interactive Approaches for Hybridization of Evolutionary Computations and Agent Systems - Comparison in Financial Application. ICAISC (1) (2016)
Rafal Drezewski
Agent-Based Simulation Model of Sexual Selection Mechanism. KES-AMSTA (2015)
Rafal Drezewski, Jan Sepielak, Wojciech Filipkowski
The application of social network analysis algorithms in a system supporting money laundering detection. Inf. Sci. 295 (2015)
Rafal Drezewski, Krzysztof Cetnarowicz, Grzegorz Dziuban, Szymon Martynuska, Aleksander Byrski
Agent-Based Neuro-Evolution Algorithm. KES-AMSTA (2015)
Lukasz Wilisowski, Rafal Drezewski
The Application of Co-evolutionary Genetic Programming and TD(1) Reinforcement Learning in Large-Scale Strategy Game VCMI. KES-AMSTA (2015)
Aleksander Byrski, Rafal Drezewski, Leszek Siwik, Marek Kisiel-Dorohinicki
Evolutionary multi-agent systems. Knowl. Eng. Rev. 30 (2) (2015)
Leszek Siwik, Rafal Drezewski
Evolutionary Multi-modal Optimization with the Use of Multi-objective Techniques. ICAISC (1) (2014)
Rafal Drezewski, Jan Sepielak, Wojciech Filipkowski
System supporting money laundering detection. Digit. Investig. 9 (1) (2012)
Krzysztof Cetnarowicz, Rafal Drezewski
Maintaining Functional Integrity in Multi-Agent Systems for Resource Allocation. Comput. Informatics 29 (6) (2010)
Rafal Drezewski, Piotr Wozniak, Leszek Siwik
Agent-Based Evolutionary System for Traveling Salesman Problem. HAIS (2009)
Rafal Drezewski, Krystian Obrocki, Leszek Siwik
Comparison of Multi-agent Co-operative Co-evolutionary and Evolutionary Algorithms for Multi-objective Portfolio Optimization. EvoWorkshops (2009)
Rafal Drezewski, Krystian Obrocki
Co-operative Co-evolutionary Approach to Multi-objective Optimization. HAIS (2009)
Rafal Drezewski, Jan Sepielak
Evolutionary System for Generating Investment Strategies. EvoWorkshops (2008)
Rafal Drezewski, Leszek Siwik
Agent-Based Co-Operative Co-Evolutionary Algorithm for Multi-Objective Optimization. ICAISC (2008)
Rafal Drezewski, Jan Sepielak, Leszek Siwik
Generating Robust Investment Strategies with Agent-Based Co-evolutionary System. ICCS (3) (2008)
Roman Debski, Rafal Drezewski, Marek Kisiel-Dorohinicki
Maintaining Population Diversity in Evolution Strategy for Engineering Problems. IEA/AIE (2008)
Eryk Ciepiela, Joanna Kocot, Leszek Siwik, Rafal Drezewski
Hierarchical Approach to Evolutionary Multi-Objective Optimization. ICCS (3) (2008)
Rafal Drezewski, Leszek Siwik
Agent-based multi-objective evolutionary algorithm with sexual selection. IEEE Congress on Evolutionary Computation (2008)
Rafal Drezewski, Leszek Siwik
Co-evolutionary Multi-agent System with Predator-Prey Mechanism for Multi-objective Optimization. ICANNGA (1) (2007)
Rafal Drezewski, Krzysztof Cetnarowicz
Sexual Selection Mechanism for Agent-Based Evolutionary Computation. International Conference on Computational Science (2) (2007)
Rafal Drezewski, Leszek Siwik
The Application of Agent-Based Co-Evolutionary System with Predator-Prey Interactions to Solving Multi-Objective Optimization Problems. MCDM (2007)
Rafal Drezewski, Leszek Siwik
Multi-objective Optimization Technique Based on Co-evolutionary Interactions in Multi-agent System. EvoWorkshops (2007)
Rafal Drezewski, Lukasz Dronka, Jaroslaw Kozlak
Co-operative Co-evolutionary System for Solving Dynamic VRPTW Problems with Crisis Situations. HoloMAS (2007)
Rafal Drezewski, Leszek Siwik
Techniques for Maintaining Population Diversity in Classical and Agent-Based Multi-objective Evolutionary Algorithms. International Conference on Computational Science (2) (2007)
Rafal Drezewski, Leszek Siwik
Co-Evolutionary Multi-Agent System with Sexual Selection Mechanism for Multi-Objective Optimization. IEEE Congress on Evolutionary Computation (2006)
Rafal Drezewski, Marek Kisiel-Dorohinicki
Maintaining Diversity in Agent-Based Evolutionary Computation. International Conference on Computational Science (3) (2006)
Rafal Drezewski, Leszek Siwik
Multi-objective Optimization Using Co-evolutionary Multi-agent System with Host-Parasite Mechanism. International Conference on Computational Science (3) (2006)
Rafal Drezewski
Co-Evolutionary Multi-Agent System with Speciation and Resource Sharing Mechanisms. Comput. Artif. Intell. 25 (4) (2006)
Rafal Drezewski
A Co-evolutionary Multi-agent System for Multi-modal Function Optimization. International Conference on Computational Science (2004)
Rafal Drezewski
A Model of Co-evolution in Multi-agent System. CEEMAS (2003)