NILMTK: An open source toolkit for non-intrusive load monitoring N Batra, J Kelly, O Parson, H Dutta, W Knottenbelt, A Rogers, A Singh, ... Proceedings of the 5th international conference on Future energy systems …, 2014 | 647 | 2014 |
PlantDoc: A dataset for visual plant disease detection D Singh, N Jain, P Jain, P Kayal, S Kumawat, N Batra Proceedings of the 7th ACM IKDD CoDS and 25th COMAD, 249-253, 2020 | 402 | 2020 |
It's Different: Insights into home energy consumption in India N Batra, M Gulati, A Singh, MB Srivastava Proceedings of the 5th ACM Workshop on Embedded Systems For Energy-Efficient …, 2013 | 226 | 2013 |
Dataport and NILMTK: A building data set designed for non-intrusive load monitoring O Parson, G Fisher, A Hersey, N Batra, J Kelly, A Singh, W Knottenbelt, ... 2015 ieee global conference on signal and information processing (globalsip …, 2015 | 158 | 2015 |
A comparison of non-intrusive load monitoring methods for commercial and residential buildings N Batra, O Parson, M Berges, A Singh, A Rogers arXiv preprint arXiv:1408.6595, 2014 | 141 | 2014 |
Towards reproducible state-of-the-art energy disaggregation N Batra, R Kukunuri, A Pandey, R Malakar, R Kumar, O Krystalakos, ... Proceedings of the 6th ACM international conference on systems for energy …, 2019 | 122 | 2019 |
Sensoract: a privacy and security aware federated middleware for building management P Arjunan, N Batra, H Choi, A Singh, P Singh, MB Srivastava Proceedings of the Fourth ACM Workshop on Embedded Sensing Systems for …, 2012 | 72 | 2012 |
Exploring bayesian optimization A Agnihotri, N Batra Distill 5 (5), e26, 2020 | 71 | 2020 |
If You Measure It, Can You Improve It? Exploring The Value of Energy Disaggregation N Batra, A Singh, K Whitehouse Proceedings of the 2nd ACM International Conference on Embedded Systems for …, 2015 | 67 | 2015 |
Nilmtk v0. 2: a non-intrusive load monitoring toolkit for large scale data sets: demo abstract J Kelly, N Batra, O Parson, H Dutta, W Knottenbelt, A Rogers, A Singh, ... Proceedings of the 1st ACM Conference on Embedded Systems for Energy …, 2014 | 54 | 2014 |
INDiC: Improved Non-Intrusive load monitoring using load Division and Calibration N Batra, H Dutta, A Singh 12th International Conference on Machine Learning and Applications (ICMLA’13), 2013 | 48 | 2013 |
Gemello: Creating a detailed energy breakdown from just the monthly electricity bill N Batra, A Singh, K Whitehouse Proceedings of the 22nd ACM SIGKDD international conference on Knowledge …, 2016 | 42 | 2016 |
Edgenilm: Towards nilm on edge devices R Kukunuri, A Aglawe, J Chauhan, K Bhagtani, R Patil, S Walia, N Batra Proceedings of the 7th ACM international conference on systems for energy …, 2020 | 38 | 2020 |
Neighbourhood nilm: A big-data approach to household energy disaggregation N Batra, A Singh, K Whitehouse arXiv preprint arXiv:1511.02900, 2015 | 38 | 2015 |
Experiences with Occupancy Based Building Management Systems N Batra, P Arjunan, A Singh, P Singh Intelligent Sensors, Sensor Networks and Information Processing, 2013 IEEE …, 2013 | 38 | 2013 |
Matrix Factorisation for Scalable Energy Breakdown N Batra, H Wang, A Singh, K Whitehouse AAAI 2017, 2017 | 32 | 2017 |
Data driven energy efficiency in buildings N Batra, A Singh, P Singh, H Dutta, V Sarangan, M Srivastava arXiv preprint arXiv:1404.7227, 2014 | 31 | 2014 |
A tree-structured neural network model for household energy breakdown Y Jia, N Batra, H Wang, K Whitehouse The World Wide Web Conference, 2872-2878, 2019 | 30 | 2019 |
Rimor towards identifying anomalous appliances in buildings H Rashid, N Batra, P Singh Proceedings of the 5th Conference on Systems for Built Environments, 33-42, 2018 | 29 | 2018 |
Transferring Decomposed Tensors for Scalable Energy Breakdown across Regions N Batra, Y Jia, H Wang, K Whitehouse AAAI 2018, 2018 | 29 | 2018 |