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Krawczyk, Bartosz
302  Ergebnisse:
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1

Correction: Adversarial concept drift detection under poiso..:

Korycki, Łukasz ; Krawczyk, Bartosz
Machine Learning.  113 (2024)  5 - p. 3303-3304 , 2024
Link: https://doi.org/10.1007/..
 
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2

Towards a holistic view of bias in machine learning: bridgi..:

Dablain, Damien ; Krawczyk, Bartosz ; Chawla, Nitesh
Discover Data.  2 (2024)  1 - p. , 2024
Link: https://doi.org/10.1007/..
 
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3

Understanding imbalanced data: XAI & interpretable ML frame..:

Dablain, Damien ; Bellinger, Colin ; Krawczyk, Bartosz..
Machine Learning.  113 (2024)  6 - p. 3751-3769 , 2024
Link: https://doi.org/10.1007/..
 
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4

ClassyNet: Class-Aware Early-Exit Neural Networks for Edge ..:

Ayyat, Mohammed ; Nadeem, Tamer ; Krawczyk, Bartosz
IEEE Internet of Things Journal.  11 (2024)  9 - p. 15113-15127 , 2024
Link: https://doi.org/10.1109/..
 
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5

Efficient Augmentation for Imbalanced Deep Learning:

, In: 2023 IEEE 39th International Conference on Data Engineering (ICDE),
Dablain, Damien A. ; Bellinger, Colin ; Krawczyk, Bartosz. - p. 1433-1446 , 2023
Link: https://doi.org/10.1109/..
 
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6

A survey on learning from imbalanced data streams: taxonomy..:

Aguiar, Gabriel ; Krawczyk, Bartosz ; Cano, Alberto
Machine Learning.  113 (2023)  7 - p. 4165-4243 , 2023
Link: https://doi.org/10.1007/..
 
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7

Class-Aware Neural Networks for Efficient Intrusion Detecti..:

, In: 2023 20th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON),
Ayyat, Mohammed ; Nadeem, Tamer ; Krawczyk, Bartosz - p. 204-212 , 2023
Link: https://doi.org/10.1109/..
 
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8

DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Da..:

Dablain, Damien ; Krawczyk, Bartosz ; Chawla, Nitesh V.
IEEE Transactions on Neural Networks and Learning Systems.  34 (2023)  9 - p. 6390-6404 , 2023
Link: https://doi.org/10.1109/..
 
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9

Instance exploitation for learning temporary concepts from ..:

Korycki, Łukasz ; Krawczyk, Bartosz
Pattern Recognition.  129 (2022)  - p. 108749 , 2022
Link: https://doi.org/10.1016/..
 
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10

The class imbalance problem in deep learning:

Ghosh, Kushankur ; Bellinger, Colin ; Corizzo, Roberto...
Machine Learning.  113 (2022)  7 - p. 4845-4901 , 2022
Link: https://doi.org/10.1007/..
 
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11

ROSE: robust online self-adjusting ensemble for continual l..:

Cano, Alberto ; Krawczyk, Bartosz
Machine Learning.  111 (2022)  7 - p. 2561-2599 , 2022
Link: https://doi.org/10.1007/..
 
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12

Adversarial concept drift detection under poisoning attacks..:

Korycki, Łukasz ; Krawczyk, Bartosz
Machine Learning.  112 (2022)  10 - p. 4013-4048 , 2022
Link: https://doi.org/10.1007/..
 
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13

Locally Linear Support Vector Machines for Imbalanced Data ..:

, In: Advances in Knowledge Discovery and Data Mining; Lecture Notes in Computer Science,
Krawczyk, Bartosz ; Cano, Alberto - p. 616-628 , 2021
Link: https://doi.org/10.1007/..
 
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14

Self-adjusting k nearest neighbors for continual learning f..:

Roseberry, Martha ; Krawczyk, Bartosz ; Djenouri, Youcef.
Neurocomputing.  442 (2021)  - p. 10-25 , 2021
Link: https://doi.org/10.1016/..
 
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15

Multi-class imbalanced big data classification on Spark:

Sleeman IV, William C. ; Krawczyk, Bartosz
Knowledge-Based Systems.  212 (2021)  - p. 106598 , 2021
Link: https://doi.org/10.1016/..
 
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