Azad Naik - researchr alias

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Viewing Publication 1 - 10 from 10

2019

Improving large-scale hierarchical classification by rewiring: a data-driven filter based approachAzad Naik, Huzefa Rangwala. jiis, 52(1):141-164, 2019. [doi]

2018

Hierarchical Classification with Rare Categories and InconsistenciesAzad Naik. PhD thesis, George Mason University, Fairfax, VA, USA, 2018. [doi]

Large Scale Hierarchical Classification: State of the ArtAzad Naik, Huzefa Rangwala. Springer Briefs in Computer Science, Springer, 2018. [doi]

2017

Integrated Framework for Improving Large-Scale Hierarchical ClassificationAzad Naik, Huzefa Rangwala. icmla 2017: 281-288 [doi]

HierFlat: flattened hierarchies for improving top-down hierarchical classificationAzad Naik, Huzefa Rangwala. ijdsa, 4(3):191-208, 2017. [doi]

2016

Inconsistent Node Flattening for Improving Top-Down Hierarchical ClassificationAzad Naik, Huzefa Rangwala. dsaa 2016: 379-388 [doi]

Embedding feature selection for large-scale hierarchical classificationAzad Naik, Huzefa Rangwala. bigdataconf 2016: 1212-1221 [doi]

Large-scale hierarchical classification with rare categories and inconsistenciesAzad Naik, Huzefa Rangwala. aimatters, 2(3):27-29, 2016. [doi]

2015

A ranking-based approach for hierarchical classificationAzad Naik, Huzefa Rangwala. dsaa 2015: 1-10 [doi]

2013

Classifying Documents within Multiple Hierarchical Datasets Using Multi-task LearningAzad Naik, Anveshi Charuvaka, Huzefa Rangwala. ictai 2013: 390-397 [doi]

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