Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T05:04:21.873103Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2509.05772.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T05:04:21.873103Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
49 of 49 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8e20dc04-2e69-4137-a3b5-bfa90298d50d · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Machine learning driven smart electric power systems: Current trends and new perspectives.Applied Energy, 272:115237, 2020
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f70883de-9809-49e7-863e-3491bebcfa9b · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Reza, M.A
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f85c0f8f-c1c5-438b-8268-3d5dab8bdf60 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Modelling and optimal energy management for battery energy storage systems in renewable energy systems: A review.Renewable and Sustainable Energy Reviews, 167:112671, 2022
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e64d5e6a-1983-4b08-9072-6e2abafe9452 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation A review of optimization modeling and solution methods in renewable energy systems.Frontiers of Engineering Management, 10(4):640–671, 2023
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 100e9029-4ec4-47d7-85ff-728f5d61ae70 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Predict+optimize problem in renewable energy scheduling
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e8936edc-1926-4a1f-bcc5-a3aa18988807 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Predict-then-optimize or predict-and- optimize? an empirical evaluation of cost-sensitive learning strategies.Information Sciences, 594:400–415, 2022
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c5df8e71-bf5e-4be7-b882-bff5a123d12a · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Melding the data-decisions pipeline: Decision-focused learning for combinatorial optimization.Proceedings of the AAAI Conference on Artificial Intelligence, 33(01):1658–1665, 2019
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e6186bbd-0d7c-4089-96b4-4de6595f21a9 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Decision-focused learning: Through the lens of learning to rank
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2eec8d30-13a4-47d1-b142-d44605534294 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Task-based end-to-end model learning in stochastic optimization
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82d943be-ada9-4c79-b6a3-dfda95e02400 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation The forecast trap.Ecology Letters, 25(7):1655–1664, 2022
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ea4adf5b-5d83-4726-834f-bd6ce0f072a4 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Stuckey, and Tias Guns
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4b15e47c-7cc5-4426-9bdf-280c3750857e · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Predict-and-optimize techniques for data-driven optimization problems: A review.Neural Processing Letters, 57(2), 2025
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5a790b95-82c7-4113-bf17-81c5151272af · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation predict, then optimize
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4293e317-d74e-485f-a679-1185af26a2ba · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Differentiation of blackbox combinatorial solvers
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6a942aff-da65-433f-87b2-93e2f141c2d5 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation End-to-End Constrained Optimization Learning: A Survey
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33899c1f-64ec-4f88-92ad-4cad46fefcc1 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Decision-focused learning: Foundations, state of the art, benchmark and future opportunities.Journal of Artificial Intelligence Research, 80:1623–1701, 2024
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c50a5826-f8bc-4053-92c7-549da2188665 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Benchmarking pto and pno methods in the predictive combinatorial optimization regime.Advances in Neural Information Processing Systems, 37:65944–65971, 2024
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 138dbbe8-1f5d-4cda-a176-f9ec6fa65b86 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Decision fo- cused causal learning for direct counterfactual marketing optimization
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 489def40-7f49-455d-b016-b613bb7e4a02 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Aguado, and Franc ¸ois Vall´ee
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5eaa55a2-c4fd-47f2-a987-636d7529abfb · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Ai-optimized decision-making in energy systems: Toward a decision-aware machine learning framework.Engi- neering, 2025
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 418cd478-6deb-4c00-8086-4cf0ac44e605 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Electricity price prediction for energy storage system arbitrage: A decision-focused approach.IEEE Transactions on Smart Grid, 13(4):2822–2832, 2022
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation de38365d-0c78-4891-a3a4-77f86dda6d67 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Why do tree-based models still outperform deep learning on typical tabular data?Advances in neural information processing systems, 35:507–520, 2022
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d6309e80-d224-41f1-b80f-0f4af5590f43 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second, 2022
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1ac43d97-576e-47cc-b0a0-b1493f6e7b24 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Bowler, Direnc Pekaslan, Gulcan Serdaroglu, Steve Closs, Nicholas J
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ec6302f1-3814-4819-adf1-3dedccbdd773 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Srinivasan, and Xiangnan Song
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7aba83c2-e17a-40c5-a87e-cc829d5edfca · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation AFGSL: Automatic Feature Generation based on Graph Structure Learning
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6cb553a6-772c-490d-92b6-3b4be9915b37 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Large Language Models for Automated Data Science: Intro- ducing CAAFE for Context-Aware Automated Feature Engineering.Advances in Neural Information Processing Systems, 36, 2024
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 62c885de-ec55-4e38-99e4-84de3d598796 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Bowler, Direnc Pekaslan, Nicholas J
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c0d233c0-d78b-4f11-b131-a9578ac5fc92 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation How to predict and optimise with asymmetric error metrics, 2022
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 50dd7375-1e5e-467f-9de7-3fe32e1f1f2d · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Interior point solving for lp-based prediction+ optimisation.Advances in Neural Information Processing Systems, 33:7272–7282, 2020
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f79ca6cb-de42-4965-b54d-5670616085dc · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Hannan, S.B
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 38deba3d-abe8-4553-8696-884fd5a1eaaa · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Smart optimization in battery energy storage systems: An overview.Energy and AI, 17:100378, 2024
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5199c05d-27a0-4e85-99c3-dfc54d32f0d4 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Alrasheedi, Khalid A
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 652008b0-e4a7-49f4-a8f6-f55017215c16 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation PhD thesis, Vrije Universiteit Brussel, 2023
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation dda3871f-77bf-4c47-96fe-9590e86dcdc8 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7e3eb334-86f2-4197-96d7-d83f83985eb8 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Intelligent plant – industrial software solutions, 2025
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e211900b-315f-4c9d-a290-a3878c31308a · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Octopus energy api endpoints.https://developer.octopus.energy/rest/guides/end points, 2025
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 107ad78f-1f70-47dd-953f-ef9262029da3 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Prediction of worldwide energy resources (power).https://power.larc.nasa.gov/data-acces s-viewer/, 2025
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 680d8149-5fdd-4783-9eb9-fe8a000f73ff · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Multi-task learning based multi-energy load prediction in integrated energy system.Applied Intelligence, 53(9):10273–10289, 2022
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bc2ffa21-c19f-47d7-951c-51d83c09c845 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Python API Reference.https://docs.gurobi.com/projects/optimizer/e n/current/reference/python.html, 2024
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d23919e9-84e3-45bd-8ba9-da1ec422d6b2 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Sheskin.Handbook of Parametric and Nonparametric Statistical Procedures: Third Edition
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 98ca0cec-ecb4-445a-af9b-836be5fe0de0 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 667d9cc7-0b16-4bc8-945e-2916be324143 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Statistical comparisons of classifiers over multiple data sets.The Journal of Machine learning research, 7:1–30, 2006
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0d1a5956-0223-4060-9839-203b7f6e8210 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation An Extension on” Statistical Comparisons of Classifiers over Multiple Data Sets” for all Pairwise Comparisons.Journal of machine learning research, 9(12), 2008
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2fc6a32d-d506-4dbe-a826-dee892230668 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Landscape surrogate: Learning decision losses for mathematical optimization under partial information.Ad- vances in Neural Information Processing Systems, 36:27332–27350, 2023
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9bf7067e-e60f-4e74-ab49-59595fc97a39 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Bowler, Direnc Pekaslan, Isaac Triguero, and Nicholas J
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1f55648b-81eb-4c7e-a069-ab6c3edb0a13 · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation A unified approach to interpreting model predictions
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b14e3fc4-41e8-4a9c-96b5-887633cb949b · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Prediction of building’s thermal performance using lstm and mlp neural networks.Applied Sciences, 10(21):7439, 2020
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a4486694-ed23-42be-9bbf-0af1c7b3311d · outbound
Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Contrastive losses and solution caching for predict-and-optimize
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
No inbound Pith citation observations are available.