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Azad Naik
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Cited by
Year
An efficient minimum spanning tree based clustering algorithm
PK Jana, A Naik
2009 Proceeding of International Conference on Methods and Models in …, 2009
422009
Inconsistent node flattening for improving top-down hierarchical classification
A Naik, H Rangwala
2016 IEEE International Conference on Data Science and Advanced Analytics …, 2016
182016
Embedding feature selection for large-scale hierarchical classification
A Naik, H Rangwala
2016 IEEE International Conference on Big Data (Big Data), 1212-1221, 2016
152016
Filter based taxonomy modification for improving hierarchical classification
A Naik, H Rangwala
arXiv preprint arXiv:1603.00772, 2016
142016
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
102017
Wireless sensor network based adaptive landmine detection algorithm
A Saurabh, A Naik
2011 3rd International Conference on Electronics Computer Technology 1, 220-224, 2011
102011
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
92013
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
82019
A ranking-based approach for hierarchical classification
A Naik, H Rangwala
2015 IEEE International Conference on Data Science and Advanced Analytics …, 2015
82015
Large scale hierarchical classification: state of the art
A Naik, H Rangwala
Springer International Publishing, 2018
72018
Large Scale Hierarchical Classification: Foundations, Algorithms and Applications
H Rangwala, A Naik
SDM Tutorial, 2016
62016
Multi-task learning
A Naik, H Rangwala, A Naik, H Rangwala
Large Scale Hierarchical Classification: State of the Art, 75-88, 2018
52018
Using Multi-Task Learning For Large-Scale Document Classification
A Naik
42013
Hybrid clustering algorithm based on Mahalanobis distance and MST
VV Kumari, BR Raju, A Naik
METHODOLOGY 3 (5), 2012
42012
A novel clustering algorithm for biological data
A Naik, D Reddy, PK Jana
2011 Second International Conference on Emerging Applications of Information …, 2011
42011
Large-scale hierarchical classification with rare categories and inconsistencies
A Naik, H Rangwala
AI Matters 2 (3), 27-29, 2016
32016
k-means clustering algorithm-Data Clustering Algorithms
A Naik
32010
Integrated framework for improving large-scale hierarchical classification
A Naik, H Rangwala
2017 16th IEEE International Conference on Machine Learning and Applications …, 2017
22017
Hierarchical Classification with Rare Categories and Inconsistencies
A Naik
George Mason University, 2017
12017
Hierarchical Structure Inconsistencies
A Naik, H Rangwala, A Naik, H Rangwala
Large Scale Hierarchical Classification: State of the Art, 39-59, 2018
2018
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Articles 1–20