| Pdebench: An extensive benchmark for scientific machine learning M Takamoto, T Praditia, R Leiteritz, D MacKinlay, F Alesiani, D Pflüger, ... Advances in Neural Information Processing Systems 35, 1596-1611, 2022 | 178 | 2022 |
| Robust timetable optimization for bus lines subject to resource and regulatory constraints K Gkiotsalitis, F Alesiani Transportation Research Part E: Logistics and Transportation Review 128, 30-51, 2019 | 75 | 2019 |
| Optimization of charging stops for fleet of electric vehicles: A genetic approach F Alesiani, N Maslekar IEEE Intelligent transportation systems magazine 6 (3), 10-21, 2014 | 61 | 2014 |
| Method and system for determining a path of an object for moving from a starting state to an end state set avoiding one or more obstacles F Alesiani US Patent 10,365,110, 2019 | 52 | 2019 |
| Reinforcement learning-based bus holding for high-frequency services F Alesiani, K Gkiotsalitis 2018 21st International Conference on Intelligent Transportation Systems …, 2018 | 42 | 2018 |
| Constrained clustering for the capacitated vehicle routing problem (cc-cvrp) F Alesiani, G Ermis, K Gkiotsalitis Applied artificial intelligence 36 (1), 1995658, 2022 | 36 | 2022 |
| Method and system for providing demand-responsive dispatching of a fleet of transportation vehicles, and a mobility-activity processing module for providing a mobility trace … K Gkiotsalitis, F Alesiani, N Maslekar US Patent 9,953,539, 2018 | 32 | 2018 |
| Measuring dependence with matrix-based entropy functional S Yu, F Alesiani, X Yu, R Jenssen, J Principe Proceedings of the AAAI Conference on Artificial Intelligence 35 (12), 10781 …, 2021 | 29 | 2021 |
| A probabilistic activity model for predicting the mobility patterns of homogeneous social groups based on social network data F Alesiani, K Gkiotsalitis, R Baldessari Proc. 93rd Annu. Meeting Transp. Res. Board, 2014 | 21 | 2014 |
| Efficient and scalable multi-task regression on massive number of tasks X He, F Alesiani, A Shaker Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3763-3770, 2019 | 20 | 2019 |
| Drift3flow: Freeway-incident prediction using real-time learning L Moreira-Matias, F Alesiani 2015 IEEE 18th international conference on intelligent transportation …, 2015 | 19 | 2015 |
| Method for motion planning for autonomous moving objects F Alesiani, C Wuthishuwong US Patent 10,802,494, 2020 | 18 | 2020 |
| Measuring the discrepancy between conditional distributions: Methods, properties and applications S Yu, A Shaker, F Alesiani, JC Principe arXiv preprint arXiv:2005.02196, 2020 | 16 | 2020 |
| Principle of relevant information for graph sparsification S Yu, F Alesiani, W Yin, R Jenssen, JC Principe Uncertainty in Artificial Intelligence, 2331-2341, 2022 | 14 | 2022 |
| Uncertainty-biased molecular dynamics for learning uniformly accurate interatomic potentials V Zaverkin, D Holzmüller, H Christiansen, F Errica, F Alesiani, ... npj Computational Materials 10 (1), 83, 2024 | 12 | 2024 |
| Learning neural pde solvers with parameter-guided channel attention M Takamoto, F Alesiani, M Niepert International Conference on Machine Learning, 33448-33467, 2023 | 12 | 2023 |
| Method for predicting a motion of an object C Wuthishuwong, F Alesiani US Patent 11,300,663, 2022 | 12 | 2022 |
| Bilevel Continual Learning A Shaker, F Alesiani, S Yu, W Yin 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 12 | 2021 |
| System and method for real-time large image homography processing F Alesiani, A Singh US Patent 10,497,145, 2019 | 12 | 2019 |
| Gated information bottleneck for generalization in sequential environments F Alesiani, S Yu, X Yu Knowledge and Information Systems 65 (2), 683-705, 2023 | 10 | 2023 |
Konstantinos GkiotsalitisAssistant Professor, National Technical University of AthensVerified email at civil.ntua.gr
