4 citations · 10 across the 11 of their papers we have counts for
4 papers · 1 filter
Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings
Abhishek, Ashish Anand, Amit Awekar
Fine-grained entity type classification (FETC) is the task of classifying an entity mention to a broad set of types. Distant supervision paradigm is extensively used to generate tr…
Batch Incremental Shared Nearest Neighbor Density Based Clustering Algorithm for Dynamic Datasets
Panthadeep Bhattacharjee, Amit Awekar
Incremental data mining algorithms process frequent updates to dynamic datasets efficiently by avoiding redundant computation. Existing incremental extension to shared nearest neig…
Faster K-Means Cluster Estimation
Siddhesh Khandelwal, Amit Awekar
There has been considerable work on improving popular clustering algorithm `K-means' in terms of mean squared error (MSE) and speed, both. However, most of the k-means variants ten…
On Low Overlap Among Search Results of Academic Search Engines
Anasua Mitra, Amit Awekar
Number of published scholarly articles is growing exponentially. To tackle this information overload, researchers are increasingly depending on niche academic search engines. Recen…