Bei Chen
Bei Chen
Amazon Alexa AI
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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
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
Statistical and machine learning ensemble modelling to forecast sea surface temperature
S Wolff, F O'Donncha, B Chen
Journal of Marine Systems 208, 103347, 2020
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
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
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
Depth-first proof-number search with heuristic edge cost and application to chemical synthesis planning
A Kishimoto, B Buesser, B Chen, A Botea
Advances in Neural Information Processing Systems 32, 2019
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
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
AutoAI-TS: AutoAI for time series forecasting
SY Shah, D Patel, L Vu, XH Dang, B Chen, P Kirchner, H Samulowitz, ...
Proceedings of the 2021 International Conference on Management of Data, 2584 …, 2021
Forecasting uncertainty in electricity demand
TK Wijaya, M Sinn, B Chen
Workshops at the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Self-managed adaptable models for prediction systems
EP Bouillet, B Chen, RL Cogill, TL Hoang, M Laumanns, WK Lynch, ...
US Patent 11,276,011, 2022
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
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
Domain-oriented predictive model feature recommendation system
CA PEREZ, B Chen, U Fischer, Y Lassoued
US Patent 10,817,568, 2020
(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
On closed-loop bicycle availability prediction
A Schlote, B Chen, R Shorten
IEEE Transactions on Intelligent Transportation Systems 16 (3), 1449-1455, 2014
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
Intelligent opportunity recommendation
AJ Chang, B Dubiel, X Tian, E Daly, IL Vejsbjerg, M Mattetti, B Chen, ...
US Patent 11,295,251, 2022
Semantic diagnosis approach for buildings
J Ploennigs, M Maghella, A Schumann, B Chen
IEEE Transactions on Industrial Informatics 13 (6), 3399-3410, 2017
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