18 citations · 44 across the 7 of their papers we have counts for
7 papers
EnsembleNTLDetect: An Intelligent Framework for Electricity Theft Detection in Smart Grid
Yogesh Kulkarni, Sayf Hussain Z, Krithi Ramamritham +1
Artificial intelligence-based techniques applied to the electricity consumption data generated from the smart grid prove to be an effective solution in reducing Non Technical Loses…
Explainable AI: Deep Reinforcement Learning Agents for Residential Demand Side Cost Savings in Smart Grids
Hareesh Kumar, Priyanka Mary Mammen, Krithi Ramamritham
Motivated by recent advancements in Deep Reinforcement Learning (RL), we have developed an RL agent to manage the operation of storage devices in a household and is designed to max…
RT-DAP: A Real-Time Data Analytics Platform for Large-scale Industrial Process Monitoring and Control
Song Han, Tao Gong, Mark Nixon +3
In most process control systems nowadays, process measurements are periodically collected and archived in historians. Analytics applications process the data, and provide results o…
Civique: Using Social Media to Detect Urban Emergencies
Diptesh Kanojia, Vishwajeet Kumar, Krithi Ramamritham
We present the Civique system for emergency detection in urban areas by monitoring micro blogs like Tweets. The system detects emergency related events, and classifies them into ap…
Real Time Discovery of Dense Clusters in Highly Dynamic Graphs: Identifying Real World Events in Highly Dynamic Environments
Manoj K Agarwal, Krithi Ramamritham, Manish Bhide
Due to their real time nature, microblog streams are a rich source of dynamic information, for example, about emerging events. Existing techniques for discovering such events from…
Materialized View Selection and Maintenance Using Multi-Query Optimization
Hoshi Mistry, Prasan Roy, Krithi Ramamritham +1
Because the presence of views enhances query performance, materialized views are increasingly being supported by commercial database/data warehouse systems. Whenever the data wareh…