Azad Naik

According to our database, Azad Naik authored at least 11 papers between 2013 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2019

Improving large-scale hierarchical classification by rewiring: a data-driven filter based approach.

Azad Naik, Huzefa Rangwala

J. Intell. Inf. Syst., 2019

2018

Large Scale Hierarchical Classification: State of the Art

Azad Naik, Huzefa Rangwala

Springer Briefs in Computer Science, Springer, ISBN: 978-3-030-01619-7, 2018

Hierarchical Classification with Rare Categories and Inconsistencies.

Azad Naik

PhD thesis, 2018

2017

HierFlat: flattened hierarchies for improving top-down hierarchical classification.

Azad Naik, Huzefa Rangwala

Int. J. Data Sci. Anal., 2017

Integrated Framework for Improving Large-Scale Hierarchical Classification.

Azad Naik, Huzefa Rangwala

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2016

Filter based Taxonomy Modification for Improving Hierarchical Classification.

Azad Naik, Huzefa Rangwala

CoRR, 2016

Large-scale hierarchical classification with rare categories and inconsistencies.

Azad Naik, Huzefa Rangwala

AI Matters, 2016

Inconsistent Node Flattening for Improving Top-Down Hierarchical Classification.

Azad Naik, Huzefa Rangwala

Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016

Embedding feature selection for large-scale hierarchical classification.

Azad Naik, Huzefa Rangwala

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

A ranking-based approach for hierarchical classification.

Azad Naik, Huzefa Rangwala

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2013

Classifying Documents within Multiple Hierarchical Datasets Using Multi-task Learning.

Azad Naik, Anveshi Charuvaka, Huzefa Rangwala

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013