|Machine learning for the New York City power grid|
C Rudin, D Waltz, RN Anderson, A Boulanger, A Salleb-Aouissi, M Chow, ...
IEEE transactions on pattern analysis and machine intelligence 34 (2), 328-345, 2011
|Properties of machine learning applications for use in metamorphic testing|
C Murphy, GE Kaiser, L Hu
|Semantic frames to predict stock price movement|
B Xie, R Passonneau, L Wu, GG Creamer
Proceedings of the 51st annual meeting of the association for computational†…, 2013
|Forecasting system using machine learning and ensemble methods|
RN Anderson, A Boulanger, LL Wu, V Bhandari, S Sarkar, A Gagneja
US Patent App. 14/707,809, 2015
|Machine learning for power grid|
RN Anderson, A Boulanger, C Rudin, D Waltz, A Salleb-Aouissi, M Chow, ...
US Patent 8,751,421, 2014
|Improving efficiency and reliability of building systems using machine learning and automated online evaluation|
L Wu, G Kaiser, D Solomon, R Winter, A Boulanger, R Anderson
2012 IEEE Long Island Systems, Applications and Technology Conference (LISAT†…, 2012
|FARE: A framework for benchmarking reliability of cyber-physical systems|
L Wu, G Kaiser
2013 IEEE Long Island Systems, Applications and Technology Conference (LISAT†…, 2013
|BugMiner: Software reliability analysis via data mining of bug reports|
LL Wu, B Xie, GE Kaiser, R Passonneau
|Total property optimization system for energy efficiency and smart buildings|
RN Anderson, A Boulanger, V Bhandari, E Boniberger, A Gagneja, ...
US Patent App. 14/341,718, 2015
|Adaptive Stochastic Controller for Energy Efficiency and Smart Buildings|
LL Wu, A Boulanger, RN Anderson, EM Boniberger, AA Kressner, ...
US Patent App. 14/203,151, 2014
|Data quality assurance and performance measurement of data mining for preventive maintenance of power grid|
L Wu, G Kaiser, C Rudin, R Anderson
Proceedings of the First International Workshop on Data Mining for Service†…, 2011
|Evaluating machine learning for improving power grid reliability|
LL Wu, GE Kaiser, C Rudin, DL Waltz, RN Anderson, AG Boulanger, ...
|Forecasting energy demand in large commercial buildings using support vector machine regression|
DM Solomon, RL Winter, AG Boulanger, RN Anderson, LL Wu
|An autonomic reliability improvement system for cyber-physical systems|
L Wu, G Kaiser
2012 IEEE 14th International Symposium on High-Assurance Systems Engineering†…, 2012
|A robust solution to the load curtailment problem|
HP Sim„o, HB Jeong, B Defourny, WB Powell, A Boulanger, A Gagneja, ...
IEEE Transactions on Smart Grid 4 (4), 2209-2219, 2013
|Constructing subtle concurrency bugs using synchronization-centric second-order mutation operators|
LL Wu, GE Kaiser
|Using Machine Learning to Identify the Highest Wet Gas Producing Mix of Hydraulic Fracture Classes and Technology Improvements in the Marcellus Shale|
RN Anderson*, B Xie, L Wu, AA Kressner, JH Frantz Jr, MA Ockree, ...
Unconventional Resources Technology Conference, San Antonio, Texas, 1-3†…, 2016
|Cost-optimal, robust charging of electrically-fueled commercial vehicle fleets via machine learning|
J Shah, M Nielsen, A Reid, C Shane, K Mathews, D Doerge, R Piel, ...
2014 IEEE International Systems Conference Proceedings, 65-71, 2014
|Estimation of system reliability using a semiparametric model|
L Wu, T Teršvšinen, G Kaiser, R Anderson, A Boulanger, C Rudin
IEEE 2011 EnergyTech, 1-6, 2011
|Improving system reliability for cyber-physical systems|
Columbia University, 2015