Publications

• A Mishra, H. Lone, ''DECODE: Data-driven Energy Consumption Prediction leveraging Historical Data and Environmental Factors in Buildings", Energy & Buildings, 2024

• P. Jaiswal, N. Sahu, H. Lone.  "Comparative Assessment of Smartwatch Photoplethysmography Accuracy", IEEE Sensors Letters, 2023

• S Sahoo, H. Lone, "Occupancy counting in dense and sparse settings with a low-cost thermal camera", 15th International Conference on Communication Systems & Networks (COMSNETS), 2023.  

Before 2022

•  H. Rashid, S. Mendu, K. E. Daniel, M. L. Beltzer, B. A. Teachman, M. Boukhechba, L. E. Barnes. "Predicting Subjective Measures of Social Anxiety from Sparsely Collected Mobile Sensor Data.” Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, ACM IMWUT, 2020.

• H. Rashid, V. Stankovic, L. Stankovic, P. Singh. “Evaluation of Non-Intrusive Load Monitoring Algorithms for Appliance-level Anomaly Detection”, IEEE ICASSP, 2019 [PDF] [Slides]

• H. Rashid, P. Singh, A. Singh. “I-BLEND, a campus scale commercial and residential buildings electrical energy dataset,” Scientific Reports Nature, 2019. [PDF] [Dataset][POSTER]

• H. Rashid, P. Singh, V. Stankovic, L. Stankovic. “Can non-intrusive load monitoring be used for identifying an appliance’s anomalous behaviour?” Applied Energy, Elsevier, 2019 [PDF]

• H. Rashid, P. Singh, “Monitor: An Abnormality Detection Approach in Buildings Energy Consumption”, 4th IEEE International Conference on Collaboration and Internet Computing, IEEE-CIC, Philadelphia, USA, 2018. [PDF] [Slides]

• H. Rashid, N. Batra, P. Singh, “Rimor: Towards identifying anomalous appliances in buildings”, 5th ACM International Conference on Systems for Energy-Efficient Built Environments, ACM-BuildSys, Shenzen, China, 2018. [PDF] [Slides]

• P. M. Mammen, H. Kumar, K. Ramamritham, H. Rashid, “Want to Reduce Energy Consumption, Whom should we call?”, Proceedings of the ninth ACM International Conference on Future Energy Systems, ACM e-Energy, Karlsruhe, Germany, 2018 [PDF]

• H. Rashid, P. M. Mammen, S. Singh, K. Ramamritham, P. Singh, P. Shenoy, “Want to reduce Energy Consumption? Don’t depend on the Customers!”, 4th ACM International Conference on Systems for Energy-Efficient Built Environments, ACM-BuildSys, Delft, The Netherlands, 2017. [PDF][Slides]

• H. Rashid, P. Singh, K. Ramamritham, “Revisiting selection of residential consumers for demand response programs”, 4th ACM International Conference on Systems for Energy-Efficient Built Environments, ACM-BuildSys, Delft, The Netherlands 2017.