Follow
Bei Chen
Bei Chen
Amazon Alexa AI
Verified email at amazon.de
Title
Cited by
Cited by
Year
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
1012017
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
682019
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
612013
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
542011
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
532020
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
482019
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
482018
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
472013
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
342019
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
302021
Forecasting uncertainty in electricity demand
TK Wijaya, M Sinn, B Chen
AAAI-15 Workshop on Computational Sustainability, 2015
262015
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
242022
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
232013
On closed-loop bicycle availability prediction
A Schlote, B Chen, R Shorten
IEEE Transactions on Intelligent Transportation Systems 16 (3), 1449-1455, 2014
202014
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
202014
Domain-oriented predictive model feature recommendation system
CA PEREZ, B Chen, U Fischer, Y Lassoued
US Patent 10,817,568, 2020
182020
(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
182015
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
172012
Intelligent opportunity recommendation
AJ Chang, B Dubiel, X Tian, E Daly, IL Vejsbjerg, M Mattetti, B Chen, ...
US Patent 11,295,251, 2022
142022
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
142014
The system can't perform the operation now. Try again later.
Articles 1–20