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Paper Citation Record · LEDGER

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation

As of 14 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.

pith.paper-citation-record.v1
2509.05772 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:04:21.873103Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

49 of 49 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8e20dc04-2e69-4137-a3b5-bfa90298d50d · outbound

This paper cites Machine learning driven smart electric power systems: Current trends and new perspectives.Applied Energy, 272:115237, 2020.

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

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Source-reported events for the cited work

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Observation f70883de-9809-49e7-863e-3491bebcfa9b · outbound

This paper cites Reza, M.A.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Reza, M.A

Reference 2

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Observation f85c0f8f-c1c5-438b-8268-3d5dab8bdf60 · outbound

This paper cites Modelling and optimal energy management for battery energy storage systems in renewable energy systems: A review.Renewable and Sustainable Energy Reviews, 167:112671, 2022.

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

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Observation e64d5e6a-1983-4b08-9072-6e2abafe9452 · outbound

This paper cites A review of optimization modeling and solution methods in renewable energy systems.Frontiers of Engineering Management, 10(4):640–671, 2023.

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

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raw_fallback, observed 2026-08-05T05:04:22.513151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 100e9029-4ec4-47d7-85ff-728f5d61ae70 · outbound

This paper cites Predict+optimize problem in renewable energy scheduling.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Predict+optimize problem in renewable energy scheduling

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation e8936edc-1926-4a1f-bcc5-a3aa18988807 · outbound

This paper cites Predict-then-optimize or predict-and- optimize? an empirical evaluation of cost-sensitive learning strategies.Information Sciences, 594:400–415, 2022.

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

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation c5df8e71-bf5e-4be7-b882-bff5a123d12a · outbound

This paper cites Melding the data-decisions pipeline: Decision-focused learning for combinatorial optimization.Proceedings of the AAAI Conference on Artificial Intelligence, 33(01):1658–1665, 2019.

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

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raw_fallback, observed 2026-08-05T05:04:22.472158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation e6186bbd-0d7c-4089-96b4-4de6595f21a9 · outbound

This paper cites Decision-focused learning: Through the lens of learning to rank.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Decision-focused learning: Through the lens of learning to rank

Reference 8

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raw_fallback, observed 2026-08-05T05:04:22.458540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 2eec8d30-13a4-47d1-b142-d44605534294 · outbound

This paper cites Task-based end-to-end model learning in stochastic optimization.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Task-based end-to-end model learning in stochastic optimization

Reference 9

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 82d943be-ada9-4c79-b6a3-dfda95e02400 · outbound

This paper cites The forecast trap.Ecology Letters, 25(7):1655–1664, 2022.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation The forecast trap.Ecology Letters, 25(7):1655–1664, 2022

Reference 10

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raw_fallback, observed 2026-08-05T05:04:22.435290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation ea4adf5b-5d83-4726-834f-bd6ce0f072a4 · outbound

This paper cites Stuckey, and Tias Guns.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Stuckey, and Tias Guns

Reference 11

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 4b15e47c-7cc5-4426-9bdf-280c3750857e · outbound

This paper cites Predict-and-optimize techniques for data-driven optimization problems: A review.Neural Processing Letters, 57(2), 2025.

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

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Observation 5a790b95-82c7-4113-bf17-81c5151272af · outbound

This paper cites predict, then optimize.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation predict, then optimize

Reference 13

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Observation 4293e317-d74e-485f-a679-1185af26a2ba · outbound

This paper cites Differentiation of blackbox combinatorial solvers.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Differentiation of blackbox combinatorial solvers

Reference 14

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raw_fallback, observed 2026-08-05T05:04:22.384681Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 6a942aff-da65-433f-87b2-93e2f141c2d5 · outbound

This paper cites End-to-End Constrained Optimization Learning: A Survey.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation End-to-End Constrained Optimization Learning: A Survey

Reference 15

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Unavailable: canonical work link unavailable.

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Observation 33899c1f-64ec-4f88-92ad-4cad46fefcc1 · outbound

This paper cites Decision-focused learning: Foundations, state of the art, benchmark and future opportunities.Journal of Artificial Intelligence Research, 80:1623–1701, 2024.

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

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Observation c50a5826-f8bc-4053-92c7-549da2188665 · outbound

This paper cites Benchmarking pto and pno methods in the predictive combinatorial optimization regime.Advances in Neural Information Processing Systems, 37:65944–65971, 2024.

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

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Observation 138dbbe8-1f5d-4cda-a176-f9ec6fa65b86 · outbound

This paper cites Decision fo- cused causal learning for direct counterfactual marketing optimization.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Decision fo- cused causal learning for direct counterfactual marketing optimization

Reference 18

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 489def40-7f49-455d-b016-b613bb7e4a02 · outbound

This paper cites Aguado, and Franc ¸ois Vall´ee.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Aguado, and Franc ¸ois Vall´ee

Reference 19

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 5eaa55a2-c4fd-47f2-a987-636d7529abfb · outbound

This paper cites Ai-optimized decision-making in energy systems: Toward a decision-aware machine learning framework.Engi- neering, 2025.

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

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Observation 418cd478-6deb-4c00-8086-4cf0ac44e605 · outbound

This paper cites Electricity price prediction for energy storage system arbitrage: A decision-focused approach.IEEE Transactions on Smart Grid, 13(4):2822–2832, 2022.

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

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Observation de38365d-0c78-4891-a3a4-77f86dda6d67 · outbound

This paper cites Why do tree-based models still outperform deep learning on typical tabular data?Advances in neural information processing systems, 35:507–520, 2022.

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

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation d6309e80-d224-41f1-b80f-0f4af5590f43 · outbound

This paper cites TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second, 2022.

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

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Observation 1ac43d97-576e-47cc-b0a0-b1493f6e7b24 · outbound

This paper cites Bowler, Direnc Pekaslan, Gulcan Serdaroglu, Steve Closs, Nicholas J.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Bowler, Direnc Pekaslan, Gulcan Serdaroglu, Steve Closs, Nicholas J

Reference 24

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raw_fallback, observed 2026-08-05T05:04:22.267706Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation ec6302f1-3814-4819-adf1-3dedccbdd773 · outbound

This paper cites Srinivasan, and Xiangnan Song.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Srinivasan, and Xiangnan Song

Reference 25

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raw_fallback, observed 2026-08-05T05:04:22.252798Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 7aba83c2-e17a-40c5-a87e-cc829d5edfca · outbound

This paper cites AFGSL: Automatic Feature Generation based on Graph Structure Learning.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation AFGSL: Automatic Feature Generation based on Graph Structure Learning

Reference 26

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raw_fallback, observed 2026-08-05T05:04:22.239294Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 6cb553a6-772c-490d-92b6-3b4be9915b37 · outbound

This paper cites Large Language Models for Automated Data Science: Intro- ducing CAAFE for Context-Aware Automated Feature Engineering.Advances in Neural Information Processing Systems, 36, 2024.

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

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raw_fallback, observed 2026-08-05T05:04:22.225324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.787629Z digest=sha256:83a134e866613753a1a595597406b9ed4a07189f5084f795b78a7a11a8aacf92

Observation 62c885de-ec55-4e38-99e4-84de3d598796 · outbound

This paper cites Bowler, Direnc Pekaslan, Nicholas J.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Bowler, Direnc Pekaslan, Nicholas J

Reference 28

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raw_fallback, observed 2026-08-05T05:04:22.211409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.791572Z digest=sha256:382003c522d9845c839378fad0497a0f43dbb1de7f7f67d5bef059d7ff7b36d3

Observation c0d233c0-d78b-4f11-b131-a9578ac5fc92 · outbound

This paper cites How to predict and optimise with asymmetric error metrics, 2022.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation How to predict and optimise with asymmetric error metrics, 2022

Reference 29

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raw_fallback, observed 2026-08-05T05:04:22.197818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.795550Z digest=sha256:2bf60e72ef6dcffa179e7b2006990e67141c98326eabe7a5d6e67c7881aa35a9

Observation 50dd7375-1e5e-467f-9de7-3fe32e1f1f2d · outbound

This paper cites Interior point solving for lp-based prediction+ optimisation.Advances in Neural Information Processing Systems, 33:7272–7282, 2020.

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:04:21.799437Z digest=sha256:b32934751e043f08e2cb58e45873f314bbaa102d87541ad648b60057756fd13e

Observation f79ca6cb-de42-4965-b54d-5670616085dc · outbound

This paper cites Hannan, S.B.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Hannan, S.B

Reference 31

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raw_fallback, observed 2026-08-05T05:04:22.174094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.803386Z digest=sha256:6da0ba663a1da8408f19d3bc69b204e1e6d6c225e94d244b0129fc8fcd53157d

Observation 38deba3d-abe8-4553-8696-884fd5a1eaaa · outbound

This paper cites Smart optimization in battery energy storage systems: An overview.Energy and AI, 17:100378, 2024.

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

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raw_fallback, observed 2026-08-05T05:04:22.160889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.807312Z digest=sha256:ef3b27ec7c0696088b6946912c84fd9905c579b3c0cc413475c2771174c7e23f

Observation 5199c05d-27a0-4e85-99c3-dfc54d32f0d4 · outbound

This paper cites Alrasheedi, Khalid A.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Alrasheedi, Khalid A

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-05T05:04:22.146982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.810936Z digest=sha256:fb67bc47b34c0b1b67957d38feb3cd455d9f3b2760eaef52f4bb5644ab6f4321

Observation 652008b0-e4a7-49f4-a8f6-f55017215c16 · outbound

This paper cites PhD thesis, Vrije Universiteit Brussel, 2023.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation PhD thesis, Vrije Universiteit Brussel, 2023

Reference 34

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verified fuzzy
raw_fallback, observed 2026-08-05T05:04:22.133706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.814674Z digest=sha256:c9c88f29182ee8d08c222c0b51570549faf51ebcfbf87df6fad6146f138e838c

Observation dda3871f-77bf-4c47-96fe-9590e86dcdc8 · outbound

This paper cites an unresolved cited work.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:04:22.120084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.818534Z digest=sha256:3918cdc528dcac3465a2a8384e2e8203fa7316baa237aff49dfb8aa15d31d886

Observation 7e3eb334-86f2-4197-96d7-d83f83985eb8 · outbound

This paper cites Intelligent plant – industrial software solutions, 2025.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Intelligent plant – industrial software solutions, 2025

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:04:22.106995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.822331Z digest=sha256:1e49f335d06b021f150b2fd2d358f66923b32acb9c2eb68b01417a818d43a313

Observation e211900b-315f-4c9d-a290-a3878c31308a · outbound

This paper cites Octopus energy api endpoints.https://developer.octopus.energy/rest/guides/end points, 2025.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:04:22.093041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.826385Z digest=sha256:091b56d19180f00855f87822f033e35a07ce962d889e0dc6b0535f8375c2f289

Observation 107ad78f-1f70-47dd-953f-ef9262029da3 · outbound

This paper cites Prediction of worldwide energy resources (power).https://power.larc.nasa.gov/data-acces s-viewer/, 2025.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:04:22.078961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.830228Z digest=sha256:9eef8cc164caf74814a1b0bcb45786db9f37f1f2cf36bd7dbd7b6778e748a2f6

Observation 680d8149-5fdd-4783-9eb9-fe8a000f73ff · outbound

This paper cites Multi-task learning based multi-energy load prediction in integrated energy system.Applied Intelligence, 53(9):10273–10289, 2022.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:04:22.065433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.834069Z digest=sha256:a7dc160ba0f1a48e8948c6513ecfda68e5530c482b692eba6643ee866afc28d1

Observation bc2ffa21-c19f-47d7-951c-51d83c09c845 · outbound

This paper cites Python API Reference.https://docs.gurobi.com/projects/optimizer/e n/current/reference/python.html, 2024.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:04:22.051133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.838083Z digest=sha256:859b12531b6799562dbfb20bb79c4a2eed3c0d08911e0883b20338d80f35a6d9

Observation d23919e9-84e3-45bd-8ba9-da1ec422d6b2 · outbound

This paper cites Sheskin.Handbook of Parametric and Nonparametric Statistical Procedures: Third Edition.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Sheskin.Handbook of Parametric and Nonparametric Statistical Procedures: Third Edition

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:04:22.036063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.841983Z digest=sha256:37cbfeec81c1a0f16519a59ab7412dfef172ad5fb6d96c6679385f4ed036ebb1

Observation 98ca0cec-ecb4-445a-af9b-836be5fe0de0 · outbound

This paper cites an unresolved cited work.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:04:22.020824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.845786Z digest=sha256:9b9c97e173bf8a06e7d6926d1fcbdedfd9991c71b54a49ef146f6a48420b414d

Observation 667d9cc7-0b16-4bc8-945e-2916be324143 · outbound

This paper cites Statistical comparisons of classifiers over multiple data sets.The Journal of Machine learning research, 7:1–30, 2006.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:04:22.007480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.849680Z digest=sha256:2ca717aa290adca6f70f39aca55809bbb0aea824a4063ec38d9fd590f5aa3c96

Observation 0d1a5956-0223-4060-9839-203b7f6e8210 · outbound

This paper cites An Extension on” Statistical Comparisons of Classifiers over Multiple Data Sets” for all Pairwise Comparisons.Journal of machine learning research, 9(12), 2008.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:04:21.993424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.853485Z digest=sha256:e24bfdbb310205b284e87400abb77198c68c11849df7fb73220f4727b1a683ce

Observation 2fc6a32d-d506-4dbe-a826-dee892230668 · outbound

This paper cites Landscape surrogate: Learning decision losses for mathematical optimization under partial information.Ad- vances in Neural Information Processing Systems, 36:27332–27350, 2023.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:04:21.979591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.857709Z digest=sha256:a895f1b34a8564ccc8f9070ba734857fa59f3ef02d3eb68eb710ae84bce88829

Observation 9bf7067e-e60f-4e74-ab49-59595fc97a39 · outbound

This paper cites Bowler, Direnc Pekaslan, Isaac Triguero, and Nicholas J.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Bowler, Direnc Pekaslan, Isaac Triguero, and Nicholas J

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:04:21.965198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.861600Z digest=sha256:1ec3883a4f15441bbee727e7e7231c283450038d47e3848ff4983ab9f45580e4

Observation 1f55648b-81eb-4c7e-a069-ab6c3edb0a13 · outbound

This paper cites A unified approach to interpreting model predictions.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation A unified approach to interpreting model predictions

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-05T05:04:21.865490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:04:21.865490Z digest=sha256:460d8c8d4db5d95b8cb4ce4c8c17bd8a8366dca8215e12e085b31eeecddcc101

Observation b14e3fc4-41e8-4a9c-96b5-887633cb949b · outbound

This paper cites Prediction of building’s thermal performance using lstm and mlp neural networks.Applied Sciences, 10(21):7439, 2020.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:04:21.941224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.869191Z digest=sha256:7ce1d841cb6f0604dcad53a8d2c3a0e34f66c0dfb607b051fbf9511aabe0ccb6

Observation a4486694-ed23-42be-9bbf-0af1c7b3311d · outbound

This paper cites Contrastive losses and solution caching for predict-and-optimize.

Decision-Focused Learning Enhanced by Automated Feature Engineering for Energy Storage Optimisation Contrastive losses and solution caching for predict-and-optimize

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:04:21.926276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-05T05:04:21.873103Z digest=sha256:e5f6d5c269eb620f57de612d3fadc3df3bcdc4d9480832c29ffe644c5da6a5ed

Pith citing papers

No inbound Pith citation observations are available.