Bartosz Krawczyk

1. DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data
   2021/05/05 by Damien Dablain, Bartosz Krawczyk, Dablain, Damien +3 · 9 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image and Object Detection Techniques #Machine Learning (cs.LG)
2. Monotonic classification: an overview on algorithms, performance\n measures and data sets
   2018/11/17 by José-Ramón Cano, Cano, José-Ramón, Pedro Antonio Gutiérrez +7 · 3 citations
   Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Financial Distress and Bankruptcy Prediction #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
3. Adversarial Concept Drift Detection under Poisoning Attacks for Robust Data Stream Mining
   2020/09/20 by Łukasz Korycki, Korycki, Łukasz, Bartosz Krawczyk +1 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #Data Stream Mining Techniques #FOS: Computer and information sciences #I.2.0 #I.5.0 #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Towards Highly Accurate Coral Texture Images Classification Using Deep\n Convolutional Neural Networks and Data Augmentation
   2018/03/27 by Anabel Gómez-Ríos, Gómez-Ríos, Anabel, Siham Tabik +9 · 2 citations
   Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #Coral and Marine Ecosystems Studies #FOS: Computer and information sciences
5. Combined Cleaning and Resampling Algorithm for Multi-Class Imbalanced\n Data with Label Noise
   2020/04/07 by Michał Koziarski, Koziarski, Michał, Michał Woźniak +3 · 2 citations
   Computer Science · Engineering · Health Professions · #Artificial Intelligence in Healthcare #Electricity Theft Detection Techniques #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Concept Drift Detection from Multi-Class Imbalanced Data Streams
   2021/04/20 by Łukasz Korycki, Korycki, Łukasz, Bartosz Krawczyk +1 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Data Stream Mining Techniques #Advanced Bandit Algorithms Research #Smart Grid Energy Management
7. Towards A Holistic View of Bias in Machine Learning: Bridging Algorithmic Fairness and Imbalanced Learning
   2022/07/13 by Damien Dablain, Dablain, Damien, Bartosz Krawczyk +3 · 1 citation
   Computer Science · Social Sciences · #Artificial Intelligence in Law #Computers and Society (cs.CY) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)