Bei Chen
Bei Chen
IBM Research Ireland
Verified email at - Homepage
Cited by
Cited by
One button machine for automating feature engineering in relational databases
HT Lam, JM Thiebaut, M Sinn, B Chen, T Mai, O Alkan
arXiv preprint arXiv:1706.00327, 2017
Uncertainty in urban mobility: Predicting waiting times for shared bicycles and parking lots
B Chen, F Pinelli, M Sinn, A Botea, F Calabrese
16th International IEEE Conference on Intelligent Transportation Systems …, 2013
Computationally efficient bootstrap prediction intervals for returns and volatilities in ARCH and GARCH processes
B Chen, YR Gel, N Balakrishna, B Abraham
Journal of Forecasting 30 (1), 51-71, 2011
Exploiting generalized additive models for diagnosing abnormal energy use in buildings
J Ploennigs, B Chen, A Schumann, N Brady
Proceedings of the 5th ACM Workshop on Embedded Systems For Energy-Efficient …, 2013
An integrated framework that combines machine learning and numerical models to improve wave-condition forecasts
F O’Donncha, Y Zhang, B Chen, SC James
Journal of Marine Systems 186, 29-36, 2018
Forecasting uncertainty in electricity demand
TK Wijaya, M Sinn, B Chen
AAAI-15 Workshop on Computational Sustainability, 2015
Instrument for inserting tablets into an eye
S Tickle
US Patent App. 10/168,172, 2002
Segmentation and classification of time series using ordinal pattern distributions
M Sinn, K Keller, B Chen
The European Physical Journal Special Topics 222 (2), 587-598, 2013
Robust Lagrange multiplier test for detecting ARCH/GARCH effect using permutation and bootstrap
YR Gel, B Chen
Canadian Journal of Statistics 40 (3), 405-426, 2012
On closed-loop bicycle availability prediction
A Schlote, B Chen, R Shorten
IEEE Transactions on Intelligent Transportation Systems 16 (3), 1449-1455, 2014
Statistical anomaly detection in mean and variation of energy consumption
B Chen, M Sinn, J Ploennigs, A Schumann
2014 22nd International Conference on Pattern Recognition, 3570-3575, 2014
Ensemble model aggregation using a computationally lightweight machine-learning model to forecast ocean waves
F O’Donncha, Y Zhang, B Chen, SC James
Journal of Marine Systems 199, 103206, 2019
An ensemble prediction model for train delays
R Nair, TL Hoang, M Laumanns, B Chen, R Cogill, J Szabó, T Walter
Transportation Research Part C: Emerging Technologies 104, 196-209, 2019
(Blue) taxi destination and trip time prediction from partial trajectories
HT Lam, E Diaz-Aviles, A Pascale, Y Gkoufas, B Chen
arXiv preprint arXiv:1509.05257, 2015
Depth-first proof-number search with heuristic edge cost and application to chemical synthesis planning
A Kishimoto, B Buesser, B Chen, A Botea
e2-Diagnoser: a system for monitoring, forecasting and diagnosing energy usage
J Ploennigs, B Chen, P Palmes, R Lloyd
2014 IEEE International Conference on Data Mining Workshop, 1231-1234, 2014
Fusing traffic sensor data for real-time road conditions
E Bouillet, B Chen, C Cooper, D Dahlem, O Verscheure
Proceedings of First International Workshop on Sensing and Big Data Mining, 1-6, 2013
Managing uncertainty in electricity generation and demand forecasting
K Warren, R Ambrosio, B Chen, YH Fu, S Ghosh, D Phan, M Sinn, ...
IBM Journal of Research and Development 60 (1), 8: 1-8: 13, 2016
Bead-building energy asset discovery tool for automating smart building analytics: demo abstract
J Ploennigs, B Gorman, N Brady, A Schumann
Proceedings of the 1st ACM Conference on Embedded Systems for Energy …, 2014
A scalable demand and renewable energy forecasting system for distribution grids
VPA Lonij, JB Fiot, B Chen, F Fusco, P Pompey, Y Gkoufas, M Sinn, ...
2016 IEEE Power and Energy Society General Meeting (PESGM), 1-5, 2016
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