Evaluation of short read metagenomic assembly A Charuvaka, H Rangwala BMC genomics 12, 1-13, 2011 | 77 | 2011 |
Characterization of Fracture-Driven Interference and the Application of Machine Learning to Improve Operational Efficiency R Klenner, G Liu, H Stephenson, G Murrell, N Iyer, N Virani, A Charuvaka SPE Liquids-Rich Basins Conference-North America, D021S006R002, 2018 | 24 | 2018 |
Hiercost: Improving large scale hierarchical classification with cost sensitive learning A Charuvaka, H Rangwala Machine Learning and Knowledge Discovery in Databases: European Conference …, 2015 | 24 | 2015 |
Classifying documents within multiple hierarchical datasets using multi-task learning A Naik, A Charuvaka, H Rangwala 2013 IEEE 25th International Conference on Tools with Artificial …, 2013 | 11 | 2013 |
Machine learning approaches for metagenomics H Rangwala, A Charuvaka, Z Rasheed Machine Learning and Knowledge Discovery in Databases: European Conference …, 2014 | 10 | 2014 |
Multi-task learning for classifying proteins using dual hierarchies A Charuvaka, H Rangwala 2012 IEEE 12th International Conference on Data Mining, 834-839, 2012 | 10 | 2012 |
Classifying protein sequences using regularized multi-task learning A Charuvaka, H Rangwala IEEE/ACM transactions on computational biology and bioinformatics 11 (6 …, 2014 | 8 | 2014 |
Convex multi-task relationship learning using hinge loss A Charuvaka, H Rangwala 2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM), 63-70, 2014 | 4 | 2014 |
Approximate block coordinate descent for large scale hierarchical classification A Charuvaka, H Rangwala Proceedings of the 30th Annual ACM Symposium on Applied Computing, 837-844, 2015 | 2 | 2015 |
Regularized Learning in Multiple Tasks with Relationships A Charuvaka George Mason University, 2015 | | 2015 |