2 citations · 2 across the 3 of their papers we have counts for
3 papers
Interpretability of Blackbox Machine Learning Models through Dataview Extraction and Shadow Model creation
Rupam Patir, Shubham Singhal, C. Anantaram +1
Deep learning models trained using massive amounts of data tend to capture one view of the data and its associated mapping. Different deep learning models built on the same trainin…
Mining Top-k Trajectory-Patterns from Anonymized Data
Anuj S. Saxena, Siddharth Dawar, Vikram Goyal +1
The ubiquity of GPS enabled devices result into the generation of an enormous amount of user movement data consisting of a sequence of locations together with activities performed…
A one-phase tree-based algorithm for mining high-utility itemsets from a transaction database
Siddharth Dawar, Vikram Goyal, Debajyoti Bera
High-utility itemset mining finds itemsets from a transaction database with utility no less than a fixed user-defined threshold. The utility of an itemset is defined as the sum of…