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Bellinger, Colin
75  Ergebnisse:
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1

Reinforcement learning for in silico determination of adsor..:

Lourenço, Maicon Pierre ; Hostaš, Jiří ; Bellinger, Colin..
Journal of Computational Chemistry.  45 (2024)  15 - p. 1289-1302 , 2024
Link: https://doi.org/10.1002/..
 
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2

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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3

ChemGymRL: A customizable interactive framework for reinfor..:

Beeler, Chris ; Subramanian, Sriram Ganapathi ; Sprague, Kyle...
Digital Discovery.  3 (2024)  4 - p. 742-758 , 2024
Link: https://doi.org/10.1039/..
 
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4

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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5

Understanding CNN fragility when learning with imbalanced d..:

Dablain, Damien ; Jacobson, Kristen N. ; Bellinger, Colin..
Machine Learning.  113 (2023)  7 - p. 4785-4810 , 2023
Link: https://doi.org/10.1007/..
 
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6

Reinforcement Learning Environment for Wavefront Sensorless..:

Parvizi, Payam ; Zou, Runnan ; Bellinger, Colin..
Photonics.  10 (2023)  12 - p. 1371 , 2023
Link: https://doi.org/10.3390/..
 
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7

Automated imbalanced classification via layered learning:

Cerqueira, Vitor ; Torgo, Luis ; Branco, Paula.
Machine Learning.  112 (2022)  6 - p. 2083-2104 , 2022
Link: https://doi.org/10.1007/..
 
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8

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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9

Imbalanced Multi-layer Cloud Classification with Advanced B..:

, In: 2022 IEEE International Conference on Big Data (Big Data),
Ding, Leah ; Corizzo, Roberto ; Bellinger, Colin... - p. 5902-5909 , 2022
Link: https://doi.org/10.1109/..
 
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10

4th Workshop on Deep Learning Practice and Theory for High-..:

, In: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,
Corizzo, Roberto ; Ge, Junfeng ; Bellinger, Colin... - p. 4860-4861 , 2022
Link: https://dl.acm.org/doi/1..
 
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11

AI Applied to Air Pollution and Environmental Health: A Cas..:

, In: Humanity Driven AI,
Bellinger, Colin ; Jabbar, Mohomed Shazan Mohomed ; Wine, Osnat... - p. 195-222 , 2021
Link: https://doi.org/10.1007/..
 
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12

Calibrated Resampling for Imbalanced and Long-Tails in Deep..:

, In: Discovery Science; Lecture Notes in Computer Science,
Bellinger, Colin ; Corizzo, Roberto ; Japkowicz, Nathalie - p. 242-252 , 2021
Link: https://doi.org/10.1007/..
 
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13

RB-CCR: Radial-Based Combined Cleaning and Resampling algor..:

Koziarski, Michał ; Bellinger, Colin ; Woźniak, Michał
Machine Learning.  110 (2021)  11-12 - p. 3059-3093 , 2021
Link: https://doi.org/10.1007/..
 
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14

SMOTEFUNA: Synthetic Minority Over-Sampling Technique Based..:

Tarawneh, Ahmad S. ; Hassanat, Ahmad B. A. ; Almohammadi, Khalid..
IEEE Access.  8 (2020)  - p. 59069-59082 , 2020
Link: https://doi.org/10.1109/..
 
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15

Machine Learning for Work Disability Prevention: Introducti..:

Gross, Douglas P. ; Steenstra, Ivan A. ; Harrell Jr, Frank E...
Journal of Occupational Rehabilitation.  30 (2020)  3 - p. 303-307 , 2020
Link: https://doi.org/10.1007/..
 
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