Nipun Batra

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Amarjeet SinghUCLA IIIT DelhiVerified email at iiitd.ac.in
Oliver ParsonSenior Data Scientist, BulbVerified email at bulb.co.uk
Kamin WhitehouseProfessor of Computer Science, University of VirginiaVerified email at virginia.edu
Mani SrivastavaProfessor of Electrical & Computer Engineering, and Professor of Computer Science, UCLAVerified email at ucla.edu
Alex RogersProfessor of Computer Science, University of OxfordVerified email at cs.ox.ac.uk
Haimonti DuttaDepartment of Management Science and Systems, University at Buffalo, New YorkVerified email at buffalo.edu
William KnottenbeltProfessor of Applied Quantitative Analysis, Department of Computing, Imperial College LondonVerified email at doc.ic.ac.uk
Jack Kellyex Imperial & DeepMind. Now running non-profit focused on climate change mitigation.Verified email at imperial.ac.uk
Pushpendra SinghIIIT DelhiVerified email at iiitd.ac.in
Hongning WangAssociate Professor, Department of Computer Science, University of VirginiaVerified email at virginia.edu
Manoj GulatiSingapore Management University, Singapore [earlier IIIT-Delhi and UW Seattle]Verified email at smu.edu.sg
Pandarasamy ArjunanPostdoctoral Scholar, Berkeley Education Alliance for Research in Singapore (BEARS) LimitedVerified email at iiitd.ac.in
Mingjun ZhongDepartment of Computing Science, University of Aberdeen, UKVerified email at abdn.ac.uk
Yiling JiaUniversity of VirginiaVerified email at virginia.edu
Rajat KumarResearcher, Deep Learning and AI at TCS ResearchVerified email at tcs.com
Apoorv AgnihotriResearch Fellow, WadhwaniVerified email at wadhwaniai.org
Rishiraj AdhikaryIIT GandhinagarVerified email at iitgn.ac.in
Mario BergésProfessor, Civil and Environmental Engineering Department, Carnegie Mellon UniversityVerified email at cmu.edu
Haksoo ChoiUniversity of California, Los AngelesVerified email at ucla.edu
Sudhakar KumawatInstitute for Datability Science, Osaka UniversityVerified email at ids.osaka-u.ac.jp

Nipun Batra

IIT Gandhinagar

Verified email at iitgn.ac.in - Homepage

Computational sustainability Smart buildings Energy disaggregation NILM Air quality


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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	473	2014
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	173	2013
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	103	2014
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	93	2015
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	67	2012
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	62	2019
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	61	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	55	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	47	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	41	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	35	2016
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	35	2013
Neighbourhood nilm: A big-data approach to household energy disaggregation N Batra, A Singh, K Whitehouse arXiv preprint arXiv:1511.02900, 2015	30	2015
Data driven energy efficiency in buildings N Batra, A Singh, P Singh, H Dutta, V Sarangan, M Srivastava arXiv preprint arXiv:1404.7227, 2014	27	2014
Transferring Decomposed Tensors for Scalable Energy Breakdown across Regions N Batra, Y Jia, H Wang, K Whitehouse AAAI 2018, 2018	24	2018
Matrix Factorisation for Scalable Energy Breakdown N Batra, H Wang, A Singh, K Whitehouse AAAI 2017, 2017	24	2017
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	23	2018
Exploring bayesian optimization A Agnihotri, N Batra Distill 5 (5), e26, 2020	21	2020
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	20	2019
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	13	2020

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