Jungsuk Kwac
Jungsuk Kwac
Verified email at alumni.stanford.edu
TitleCited byYear
Household energy consumption segmentation using hourly data
J Kwac, J Flora, R Rajagopal
IEEE Transactions on Smart Grid 5 (1), 420-430, 2014
Why did my car just do that? Explaining semi-autonomous driving actions to improve driver understanding, trust, and performance
J Koo, J Kwac, W Ju, M Steinert, L Leifer, C Nass
International Journal on Interactive Design and Manufacturing (IJIDeM) 9 (4 …, 2015
Demand response targeting using big data analytics
J Kwac, R Rajagopal
2013 IEEE International Conference on Big Data, 683-690, 2013
Utility customer segmentation based on smart meter data: Empirical study
J Kwac, CW Tan, N Sintov, J Flora, R Rajagopal
2013 IEEE international conference on smart grid communications …, 2013
Data-driven targeting of customers for demand response
J Kwac, R Rajagopal
IEEE Transactions on Smart Grid 7 (5), 2199-2207, 2015
Drivers of variability in energy consumption
A Albert, T Gebru, J Ku, J Kwac, J Leskovec, R Rajagopal
ECML-PKDD DARE workshop on energy analytics, 2013
Effects of ZrO2 doping on HfO2 resistive switching memory characteristics
SW Ryu, S Cho, J Park, J Kwac, HJ Kim, Y Nishi
Applied Physics Letters 105 (7), 072102, 2014
Lifestyle segmentation based on energy consumption data
J Kwac, J Flora, R Rajagopal
IEEE Transactions on Smart Grid 9 (4), 2409-2418, 2016
Targeting customers for demand response based on big data
J Kwac, R Rajagopal
arXiv preprint arXiv:1409.4119, 2014
Learning from Hourly Household Energy Consumption: Extracting, Visualizing and Interpreting Household Smart Meter Data
S Borgeson, JA Flora, J Kwac, CW Tan, R Rajagopal
International Conference of Design, User Experience, and Usability, 337-345, 2015
Efficient customer selection process for various DR objectives
J Kwac, JI Kim, R Rajagopal
IEEE transaction on Smart Grid, 2017
Toward sparse coding on cosine distance
J Choi, H Cho, J Kwac, LS Davis
2014 22nd International Conference on Pattern Recognition, 4423-4428, 2014
Data-driven targeting of energy programs using time-series data
J Kwac, R Rajagopal
US Patent App. 14/567,648, 2015
visdom: R package for energy data analytics
S Borgeson, J Kwac
R package version 0.9, 2015
Customer Selection Utilizing Big Data Analytics
J Kwac, R Rajagopal
Handbook of Statistics 33, 89-106, 2015
A Travel Time Prediciton with Machine Learning Algorithms
Y Cho, J Kwac
Machine Learning-Project (CS 229), 2007
Customer energy consumption segmentation using time-series data
J Flora, J Kwac, R Rajagopal
US Patent App. 14/567,615, 2015
Data Mining for Demand Management: Segmentation, Targeting, and Analytics Visualization
J Kwac
Stanford University, 2015
Topic 1 Image Compression using Inpainting
MW Jeong, YM Kim, J Kwac
MW Jeong, YM Kim, J Kwac
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