| Automatic identification and deployment of virtual sensor models B Chen, J Ploennigs, A Schumann US Patent 10,699,214, 2020 | 132 | 2020 |
| 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 | 117 | 2017 |
| 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 | 86 | 2020 |
| 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 | 81 | 2019 |
| 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 | 63 | 2013 |
| 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 | 62 | 2019 |
| 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 | 57 | 2011 |
| 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 | 54 | 2018 |
| 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 | 50 | 2013 |
| 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 | 46 | 2021 |
| 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 | 44 | 2019 |
| 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 | 27 | 2022 |
| Forecasting uncertainty in electricity demand TK Wijaya, M Sinn, B Chen Workshops at the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015 | 27 | 2015 |
| (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 | 23 | 2015 |
| 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 | 23 | 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 | 20 | 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 | 19 | 2012 |
| On closed-loop bicycle availability prediction A Schlote, B Chen, R Shorten IEEE Transactions on Intelligent Transportation Systems 16 (3), 1449-1455, 2014 | 17 | 2014 |
| Semantic diagnosis approach for buildings J Ploennigs, M Maghella, A Schumann, B Chen IEEE Transactions on Industrial Informatics 13 (6), 3399-3410, 2017 | 16 | 2017 |
| Intelligent opportunity recommendation AJ Chang, B Dubiel, X Tian, E Daly, IL Vejsbjerg, M Mattetti, B Chen, ... US Patent 11,295,251, 2022 | 15 | 2022 |
