Nitesh V. Chawla
University of Notre Dame(US)
Publications by Year
Research Areas
Complex Network Analysis Techniques, Advanced Graph Neural Networks, Imbalanced Data Classification Techniques, Topic Modeling, Anomaly Detection Techniques and Applications
Most-Cited Works
- → SMOTE: Synthetic Minority Over-sampling Technique(2002)30,015 cited
- → metapath2vec(2017)2,211 cited
- → Editorial(2004)2,054 cited
- → SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary(2018)2,039 cited
- → SMOTEBoost: Improving Prediction of the Minority Class in Boosting(2003)1,654 cited
- → Heterogeneous Graph Neural Network(2019)1,442 cited
- → Data Mining for Imbalanced Datasets: An Overview(2009)1,072 cited
- → SVMs Modeling for Highly Imbalanced Classification(2008)960 cited
- → A unifying view on dataset shift in classification(2011)930 cited
- → A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data(2019)754 cited