Publications by Japkowicz, Nathalie
In Journal (refereed)
| 1. | C. Bellinger, S. Sharma, N. Japkowicz, O. Zaiane. "Framework for Extreme Imbalance Classification: SWIM: Sampling With the Majority Class". Knowledge and Information Systems, 62(3), pp 841-866, May 2019.  |
In Conference (refereed)
| 2. | S. Sharma, C. Bellinger, B. Krawczyk, N. Japkowicz, O. Zaiane. "Synthetic oversampling with the majority class: A new perspective on handling extreme imbalance". IEEE International Conference on Data Mining (ICDM), Singapore, November 2018.  |
| 3. | C. Bellinger, S. Sharma, O. Zaiane, N. Japkowicz. "Sampling a Longer Life: Binary versus One-class Classification Revisited". International Workshop on Learning with Imbalanced Domains: Theory and Applications, Skopje, Macedonia, September 2017. |
