Noise reduction a priori synthetic over-sampling for class imbalanced data sets WA Rivera Information Sciences 408, 146-161, 2017 | 96 | 2017 |
A priori synthetic over-sampling methods for increasing classification sensitivity in imbalanced data sets WA Rivera, P Xanthopoulos Expert Systems with Applications 66, 124-135, 2016 | 70 | 2016 |
OUPS: a combined approach using SMOTE and Propensity Score Matching WA Rivera, A Goel, JP Kincaid 2014 13th international conference on machine learning and applications, 424-427, 2014 | 18 | 2014 |
A distributed scene graph approach to scaled simulation-based training applications DB Maxwell, J Geil, WA Rivera, H Liu Interservice/Industry Training, Simulation & Education Conference (I/ITSEC), 2014 | 8 | 2014 |
Safe level OUPS for improving target concept learning in imbalanced data sets WA Rivera, O Asparouhov SoutheastCon 2015, 1-8, 2015 | 7 | 2015 |
Blending propensity score matching and synthetic minority over-sampling technique for imbalanced classification WA Rivera, A Goel, JP Kincaid Proceedings of the 2014 Winter Simulation Conference, 4059-4060, 2014 | 4 | 2014 |
Advances in Algorithms for Re-Sampling Class-Imbalanced Educational Data Sets W Rivera, A Goel, JP Kincaid Artificial Intelligence: Concepts, Methodologies, Tools, and Applications …, 2017 | 3 | 2017 |
a priori synthetic sampling for increasing classification sensitivity in imbalanced data sets W Rivera | 2 | 2016 |
Ethics in virtual world environments research A Goel, WA Rivera, P Kincaid, M Montgomery, W Karwowski, ... Emerging Tools and Applications of Virtual Reality in Education, 258-276, 2016 | 2 | 2016 |
A research framework for exascale simulations of distributed virtual world environments on high performance computing (HPC) clusters A Goel, WA Rivera, PJ Kincaid, W Karwowski, MM Montgomery, ... Proceedings of the Symposium on High Performance Computing, 25-32, 2015 | 2 | 2015 |
Calculating grid partitioning costs of distributed virtual world simulation systems WA Rivera, A Goel, PJ Kincaid, W Karwowski Proceedings of the 48th Annual Simulation Symposium, 25-32, 2015 | 1 | 2015 |
High Performance Storage for Big Data Analytics and Visualization A Fandango, W Rivera Handbook of Research on Big Data Storage and Visualization Techniques, 254-275, 2018 | | 2018 |
Computational Challenges in Group Membership Prediction of Highly Imbalanced Big Data Sets WA Rivera, A Goel Computational Intelligence Applications in Business Intelligence and Big …, 2017 | | 2017 |
BLENDING PROPENSITY SCORE MATCHING AND SYNTHETIC MINORITY OVER-SAMPLING TECHNIQUE FOR IMBALANCED CLASSIFICATION A Tolk, SD Diallo, IO Ryzhov, L Yilmaz, S Buckley, JA Miller | | |