| An efficient minimum spanning tree based clustering algorithm PK Jana, A Naik 2009 Proceeding of International Conference on Methods and Models in …, 2009 | 49 | 2009 |
| Embedding feature selection for large-scale hierarchical classification A Naik, H Rangwala 2016 IEEE International Conference on Big Data (Big Data), 1212-1221, 2016 | 22 | 2016 |
| Inconsistent node flattening for improving top-down hierarchical classification A Naik, H Rangwala 2016 IEEE International Conference on Data Science and Advanced Analytics …, 2016 | 22 | 2016 |
| Filter based taxonomy modification for improving hierarchical classification A Naik, H Rangwala arXiv preprint arXiv:1603.00772, 2016 | 17 | 2016 |
| Multi-task learning A Naik, H Rangwala, A Naik, H Rangwala Large scale hierarchical classification: state of the art, 75-88, 2018 | 16 | 2018 |
| Large scale hierarchical classification: state of the art A Naik, H Rangwala Springer International Publishing, 2018 | 14 | 2018 |
| Classifying documents within multiple hierarchical datasets using multi-task learning A Naik, A Charuvaka, H Rangwala Tools with Artificial Intelligence (ICTAI), 2013 IEEE 25th International …, 2013 | 11 | 2013 |
| Improving large-scale hierarchical classification by rewiring: a data-driven filter based approach A Naik, H Rangwala Journal of Intelligent Information Systems 52, 141-164, 2019 | 10 | 2019 |
| Hierflat: flattened hierarchies for improving top-down hierarchical classification A Naik, H Rangwala International Journal of Data Science and Analytics 4 (3), 191-208, 2017 | 10 | 2017 |
| A ranking-based approach for hierarchical classification A Naik, H Rangwala 2015 IEEE International Conference on Data Science and Advanced Analytics …, 2015 | 9 | 2015 |
| Wireless sensor network based adaptive landmine detection algorithm A Saurabh, A Naik 2011 3rd International Conference on Electronics Computer Technology 1, 220-224, 2011 | 9 | 2011 |
| Large Scale Hierarchical Classification: Foundations, Algorithms and Applications H Rangwala, A Naik SDM Tutorial, 2016 | 8 | 2016 |
| Hybrid clustering algorithm based on mahalanobis distance and mst VV Kumari, BR Raju, A Naik International Journal of Applied Information Systems (IJAIS), 2012 | 5 | 2012 |
| Integrated framework for improving large-scale hierarchical classification A Naik, H Rangwala 2017 16th IEEE International Conference on Machine Learning and Applications …, 2017 | 4 | 2017 |
| Using Multi-Task Learning For Large-Scale Document Classification A Naik | 4 | 2013 |
| A novel clustering algorithm for biological data A Naik, D Reddy, PK Jana 2011 Second International Conference on Emerging Applications of Information …, 2011 | 4 | 2011 |
| Large-scale hierarchical classification with rare categories and inconsistencies A Naik, H Rangwala AI Matters 2 (3), 27-29, 2016 | 3 | 2016 |
| k-means clustering algorithm-Data Clustering Algorithms A Naik | 3 | 2010 |
| Hierarchical classification with rare categories and inconsistencies A Naik George Mason University, 2017 | 2 | 2017 |
| Conclusions and Future Research Directions L Bai, Z Huang, X Cheng Propagation Characterization and Channel Modeling for UAV Communications …, 2024 | | 2024 |
Huzefa RangwalaProfessor of Computer Science, George Mason/ ML Scientist, AmazonVerified email at cs.gmu.edu
