no code implementations • 16 Feb 2022 • Jayasree Saha, Jayanta Mukherjee
The purpose can be accomplished when clustering act as a tool to identify cluster representatives and query is served by assigning cluster labels of nearest representative.
no code implementations • 30 Jan 2020 • Jayasree Saha, Yuvraj Khanna, Jayanta Mukherjee
Recently, CNN is a popular choice to handle the hyperspectral image classification challenges.
1 code implementation • 20 Nov 2019 • Jayasree Saha, Jayanta Mukherjee
Overall we have observed significant improvement in speed and quality for predicting cluster numbers as well as the composition of clusters in a large dataset.
no code implementations • 15 Jun 2019 • Jayasree Saha, Jayanta Mukhopadhyay
Our loss function uses the heuristics that true partitioning entails lower entropy given that the class distribution is not heavily skewed.