دنبال کردن
Colin Bellinger
عنوان
نقل شده توسط
نقل شده توسط
سال
A systematic review of data mining and machine learning for air pollution epidemiology‏
C Bellinger, MS Mohomed Jabbar, O Zaïane, A Osornio-Vargas‏
BMC public health 17, 1-19, 2017‏
3012017
Roadmap on machine learning in electronic structure‏
HJ Kulik, T Hammerschmidt, J Schmidt, S Botti, MAL Marques, M Boley, ...‏
Electronic Structure 4 (2), 023004, 2022‏
1522022
One-class versus binary classification: Which and when?‏
C Bellinger, S Sharma, N Japkowicz‏
2012 11th international conference on machine learning and applications 2 …, 2012‏
1332012
Synthetic oversampling with the majority class: A new perspective on handling extreme imbalance‏
S Sharma, C Bellinger, B Krawczyk, O Zaiane, N Japkowicz‏
2018 IEEE international conference on data mining (ICDM), 447-456, 2018‏
1182018
The class imbalance problem in deep learning‏
K Ghosh, C Bellinger, R Corizzo, P Branco, B Krawczyk, N Japkowicz‏
Machine Learning 113 (7), 4845-4901, 2024‏
952024
Smotefuna: Synthetic minority over-sampling technique based on furthest neighbour algorithm‏
AS Tarawneh, ABA Hassanat, K Almohammadi, D Chetverikov, ...‏
IEEE Access 8, 59069-59082, 2020‏
832020
Manifold-based synthetic oversampling with manifold conformance estimation‏
C Bellinger, C Drummond, N Japkowicz‏
Machine Learning 107, 605-637, 2018‏
692018
Framework for extreme imbalance classification: SWIM—sampling with the majority class‏
C Bellinger, S Sharma, N Japkowicz, OR Zaïane‏
Knowledge and Information Systems 62, 841-866, 2020‏
612020
Anomaly detection in gamma ray spectra: A machine learning perspective‏
S Sharma, C Bellinger, N Japkowicz, R Berg, K Ungar‏
2012 IEEE symposium on computational intelligence for security and defence …, 2012‏
502012
Understanding CNN fragility when learning with imbalanced data‏
D Dablain, KN Jacobson, C Bellinger, M Roberts, NV Chawla‏
Machine Learning 113 (7), 4785-4810, 2024‏
472024
Synthetic oversampling for advanced radioactive threat detection‏
C Bellinger, N Japkowicz, C Drummond‏
2015 IEEE 14th international conference on machine learning and applications …, 2015‏
442015
Beyond the boundaries of smote: A framework for manifold-based synthetically oversampling‏
C Bellinger, C Drummond, N Japkowicz‏
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2016‏
422016
Active learning for one-class classification‏
V Barnabé-Lortie, C Bellinger, N Japkowicz‏
2015 IEEE 14th international conference on machine learning and applications …, 2015‏
392015
Interdisciplinary-driven hypotheses on spatial associations of mixtures of industrial air pollutants with adverse birth outcomes‏
J Serrano-Lomelin, CC Nielsen, MSM Jabbar, O Wine, C Bellinger, ...‏
Environment international 131, 104972, 2019‏
302019
Sampling a longer life: Binary versus one-class classification revisited‏
C Bellinger, S Sharma, OR Zaıane, N Japkowicz‏
First International Workshop on Learning with Imbalanced Domains: Theory and …, 2017‏
302017
Undersampling with support vectors for multi-class imbalanced data classification‏
B Krawczyk, C Bellinger, R Corizzo, N Japkowicz‏
2021 International Joint Conference on Neural Networks (IJCNN), 1-7, 2021‏
292021
Active Measure Reinforcement Learning for Observation Cost Minimization.‏
C Bellinger, R Coles, M Crowley, I Tamblyn‏
Canadian AI, 2021‏
282021
Explainable image analysis for decision support in medical healthcare‏
R Corizzo, Y Dauphin, C Bellinger, E Zdravevski, N Japkowicz‏
2021 IEEE international conference on big data (big data), 4667-4674, 2021‏
242021
Remix: Calibrated resampling for class imbalance in deep learning‏
C Bellinger, R Corizzo, N Japkowicz‏
arXiv preprint arXiv:2012.02312, 2020‏
212020
RB-CCR: radial-based combined cleaning and resampling algorithm for imbalanced data classification‏
M Koziarski, C Bellinger, M Woźniak‏
Machine Learning 110, 3059-3093, 2021‏
202021
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20