Nipun Batra
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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
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
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
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
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
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
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
Exploring bayesian optimization
A Agnihotri, N Batra
Distill 5 (5), e26, 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
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
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
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
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
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
Neighbourhood nilm: A big-data approach to household energy disaggregation
N Batra, A Singh, K Whitehouse
arXiv preprint arXiv:1511.02900, 2015
Matrix Factorisation for Scalable Energy Breakdown
N Batra, H Wang, A Singh, K Whitehouse
AAAI 2017, 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
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
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
Transferring Decomposed Tensors for Scalable Energy Breakdown across Regions
N Batra, Y Jia, H Wang, K Whitehouse
AAAI 2018, 2018
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