124 citations · 605 across the 39 of their papers we have counts for
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A Novel Approach to Distributed Multi-Class SVM
Aruna Govada, Shree Ranjani, Aditi Viswanathan +1
With data sizes constantly expanding, and with classical machine learning algorithms that analyze such data requiring larger and larger amounts of computation time and storage spac…
Hybrid Approach for Inductive Semi Supervised Learning using Label Propagation and Support Vector Machine
Aruna Govada, Pravin Joshi, Sahil Mittal +1
Semi supervised learning methods have gained importance in today's world because of large expenses and time involved in labeling the unlabeled data by human experts. The proposed h…
Centroid Based Binary Tree Structured SVM for Multi Classification
Aruna Govada, Bhavul Gauri, S. K. Sahay
Support Vector Machines (SVMs) were primarily designed for 2-class classification. But they have been extended for N-class classification also based on the requirement of multiclas…