Post Classification Label Refinement Using Implicit Ordering Constraint Among Data Instances

By Ankush Khandelwal, Varun Mithal, Vipin Kumar. 2015

21 citations recorded by the source corpus.

Subfields: Environmental Engineering, Ocean Engineering, Signal Processing

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Environmental Engineering

1. Michael S. Steinbach
2. Vipin Kumar
3. Anuj Karpatne
4. Gowtham Atluri

In Ocean Engineering

1. Anuj Karpatne
2. Vipin Kumar

In Signal Processing

1. Anuj Karpatne
2. I. Ebert‐Uphoff
3. Auroop Ratan Ganguly
4. Arindam Banerjee
5. S. Ravela
6. Vipin Kumar
7. Hassan A. Babaie
8. Gowtham Atluri

Citations in the corpus

• Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data (2016, methodology): “This approach was successfully used in [29], [30] to build global maps of surface water dynamics.”
• Machine Learning for the Geosciences: Challenges and Opportunities (2017, methodology): “using high-resolution remote sensing data [47], [103], a key physical constraint governing the dynamics of surface water bodies, i.”