| A systematic review of data mining and machine learning for air pollution epidemiology C Bellinger, MSM Jabbar, O Zaïane, A Osornio-Vargas BMC public health 17 (1), 1-19, 2017 | 115 | 2017 |
| 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 | 67 | 2012 |
| 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 | 45 | 2018 |
| Manifold-based synthetic oversampling with manifold conformance estimation C Bellinger, C Drummond, N Japkowicz Machine Learning 107 (3), 605-637, 2018 | 39 | 2018 |
| 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 | 27 | 2012 |
| Active learning for one-class classification V Barnabé-Lortie, C Bellinger, N Japkowicz 2015 IEEE 14th international conference on machine learning and applications …, 2015 | 25 | 2015 |
| Synthetic oversampling for advanced radioactive threat detection C Bellinger, N Japkowicz, C Drummond 2015 IEEE 14th International Conference on Machine Learning and Applications …, 2015 | 19 | 2015 |
| Framework for extreme imbalance classification: SWIM—sampling with the majority class C Bellinger, S Sharma, N Japkowicz, OR Zaïane Knowledge and Information Systems 62 (3), 841-866, 2020 | 18 | 2020 |
| Beyond the boundaries of SMOTE C Bellinger, C Drummond, N Japkowicz Joint European Conference on Machine Learning and Knowledge Discovery in …, 2016 | 18 | 2016 |
| Clustering based one-class classification for compliance verification of the comprehensive nuclear-test-ban treaty S Sharma, C Bellinger, N Japkowicz Canadian Conference on Artificial Intelligence, 181-193, 2012 | 17 | 2012 |
| On simulating episodic events against a background of noise-like non-episodic events C Bellinger, BJ Oommen Proceedings of the 2010 Summer Computer Simulation Conference, 452-460, 2010 | 14 | 2010 |
| 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 | 13 | 2019 |
| 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 | 13 | 2017 |
| 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 | 12 | 2020 |
| Advantage of integration in big data: Feature generation in multi-relational databases for imbalanced learning F Ahmed, M Samorani, C Bellinger, OR Zaïane 2016 IEEE International Conference on Big Data (Big Data), 532-539, 2016 | 11 | 2016 |
| Multi-label classification of anemia patients C Bellinger, A Amid, N Japkowicz, H Victor 2015 IEEE 14th International Conference on Machine Learning and Applications …, 2015 | 8 | 2015 |
| One-class classification–From theory to practice: A case-study in radioactive threat detection C Bellinger, S Sharma, N Japkowicz Expert Systems with Applications 108, 223-232, 2018 | 7 | 2018 |
| Validity of the Work Assessment Triage Tool for selecting rehabilitation interventions for workersą compensation claimants with musculoskeletal conditions DP Gross, IA Steenstra, W Shaw, P Yousefi, C Bellinger, O Zaïane Journal of occupational rehabilitation 30 (3), 318-330, 2020 | 6 | 2020 |
| The index lift in data mining has a close relationship with the association measure relative risk in epidemiological studies K Vu, RA Clark, C Bellinger, G Erickson, A Osornio-Vargas, OR Zaïane, ... BMC medical informatics and decision making 19 (1), 1-8, 2019 | 5 | 2019 |
| MS; Zaïane, O.; Osornio-Vargas C Bellinger, M Jabbar A. A systematic review of data mining and machine learning for air pollution …, 2017 | 5 | 2017 |
Nathalie JapkowiczAmerican UniversityVerified email at american.edu
