Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T17:09:18.428363Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2507.11729.
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 2026-08-06T17:09:18.428363Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c5b0e8e2-82e1-4149-8cb8-01cb18e7450f · outbound
Globalization for Scalable Short-term Load Forecasting Madeira, and Alexandre P
Reference 1
Source-reported events for the cited work
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Observation 50b31b3d-620a-46b9-b639-a0e09c8ef479 · outbound
Globalization for Scalable Short-term Load Forecasting ”A scalable ensemble approach to forecast the electricity consumption of households.” IEEE Transactions on Smart Grid 14, no
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Globalization for Scalable Short-term Load Forecasting ”Global models for time series forecasting: A simulation study.” Pat- tern Recognition 124 (2022): 108441
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Globalization for Scalable Short-term Load Forecasting ”A hybrid deep meta-ensemble networks with application in electric utility industry load forecasting.” Information Sciences 544 (2021): 183-196
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Observation f9117e47-d02e-41bf-ad2d-4e7159a62870 · outbound
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Observation b5da6440-7d33-4b31-ada0-bd3a90ba81ef · outbound
Globalization for Scalable Short-term Load Forecasting Assessing the performance of deep learning mod- els for multivariate probabilistic energy forecasting.” Applied Energy 285 (2021): 116405
Reference 9
Source-reported events for the cited work
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Observation b8a4313a-a37a-41fd-9c18-4c90d2e28379 · outbound
Globalization for Scalable Short-term Load Forecasting ”LSTM-MSNet: Leveraging forecasts on sets of related time series with multiple seasonal patterns.” IEEE Transactions on neural networks and learning systems 32, no
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 534e6cff-e7af-4720-95b1-bc088d494d5b · outbound
Globalization for Scalable Short-term Load Forecasting ”Cri- teria for classifying forecasting methods.” International Journal of Fore- casting 36, no
Reference 11
Source-reported events for the cited work
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Globalization for Scalable Short-term Load Forecasting ”Re- current neural networks for time series forecasting: Current status and future directions.” International Journal of Forecasting 37, no
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Source-reported events for the cited work
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Globalization for Scalable Short-term Load Forecasting ”Deciding When to Use a Personalized Model for Load Forecasting.” IEEE Transactions on Smart Grid (2024)
Reference 13
Source-reported events for the cited work
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Observation eca99a33-29c9-41c1-b0a6-9e13f3f8e2ec · outbound
Globalization for Scalable Short-term Load Forecasting Local vs. Global Models for Hierarchical Forecasting
Reference 14
Source-reported events for the cited work
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Observation a9af621c-9f95-4347-a00a-b0d75c80d1f3 · outbound
Globalization for Scalable Short-term Load Forecasting ”Deep federated learning-based privacy- preserving wind power forecasting.” IEEE Access 11 (2022): 39521- 39530
Reference 15
Source-reported events for the cited work
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Observation 8eb11bdf-2d03-41f1-92b8-f7c1b4a1956a · outbound
Globalization for Scalable Short-term Load Forecasting ”Privacy-preserving federated learning for residential short-term load forecasting.” Applied energy 326 (2022): 119915
Reference 16
Source-reported events for the cited work
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Observation 50efeac2-271a-42f6-a609-e9c86e9c681e · outbound
Globalization for Scalable Short-term Load Forecasting ”A global modeling framework for load forecasting in distribution networks.” IEEE Transactions on Smart Grid 14, no
Reference 17
Source-reported events for the cited work
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Observation d0a60534-35f8-456b-bcf1-ad9e50de9389 · outbound
Globalization for Scalable Short-term Load Forecasting ”Time- series extreme event forecasting with neural networks at uber.” In In- ternational conference on machine learning, vol
Reference 18
Source-reported events for the cited work
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Observation d63062cc-5dd9-429d-8b7a-494ebf99967f · outbound
Globalization for Scalable Short-term Load Forecasting ”Forecasting across time series databases using recurrent neural networks on groups of similar series: A clustering approach.” Expert systems with applications 140 (2020): 112896
Reference 20
Source-reported events for the cited work
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Observation 5747beae-1d20-42aa-a013-d9f6d185c4be · outbound
Globalization for Scalable Short-term Load Forecasting ”Improving the accuracy of global forecasting models using time series data augmentation.” Pattern Recognition 120 (2021): 108148
Reference 21
Source-reported events for the cited work
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Observation 911d16e3-798d-42f1-906b-d090baa4724f · outbound
Globalization for Scalable Short-term Load Forecasting ”Tam- ing local effects in graph-based spatiotemporal forecasting.” Advances in Neural Information Processing Systems 36 (2024)
Reference 22
Source-reported events for the cited work
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Observation c5a7a5d8-29ce-4208-a827-d0b9f62840fb · outbound
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Reference 23
Source-reported events for the cited work
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Observation 5d88beb4-14c5-406f-bf45-513ffe3e6794 · outbound
Globalization for Scalable Short-term Load Forecasting ”DeepAR: Probabilistic forecasting with autoregressive recurrent networks.” International Journal of Forecasting 36, no
Reference 24
Source-reported events for the cited work
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Observation 0db09121-1a77-41be-9d46-f360c0f59871 · outbound
Globalization for Scalable Short-term Load Forecasting ”When and How to Use Global Forecasting Methods on Heterogeneous Datasets.” Available at SSRN 4629272 (2023)
Reference 25
Source-reported events for the cited work
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Observation a6d291d5-3456-49c8-a1ee-b4828d3f59d4 · outbound
Globalization for Scalable Short-term Load Forecasting Graph Deep Learning for Time Series Forecasting
Reference 26
Source-reported events for the cited work
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Observation 622a7687-9216-4115-932a-d64beb8c0aa5 · outbound
Globalization for Scalable Short-term Load Forecasting ”Handling concept drift in global time series forecasting.” In Forecasting with Artificial Intelligence: Theory and Applications, pp
Reference 27
Source-reported events for the cited work
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Observation 83b89481-bc80-4b27-bac4-02524e6b868c · outbound
Globalization for Scalable Short-term Load Forecasting Webb, Slawek Smyl, and Christoph Bergmeir
Reference 28
Source-reported events for the cited work
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Observation 9646f74d-1b68-4453-b44c-3cb9fab33209 · outbound
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Reference 29
Source-reported events for the cited work
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Observation 70be3f0e-8a9f-4571-8099-3798c00d3775 · outbound
Globalization for Scalable Short-term Load Forecasting ”Closed- loop Clustering-based Global Bandwidth Prediction in Real-Time Video Streaming.” IEEE Transactions on Machine Learning in Communica- tions and Networking, vol
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 01b59e19-4ed7-4155-9fc9-4c120f71803c · outbound
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Reference 31
Source-reported events for the cited work
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Observation fb13eaf1-22c0-41c8-82ec-e5c3f26e53cc · outbound
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Reference 32
Source-reported events for the cited work
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Observation 9035e80a-9d9e-4ca7-b89d-6d23c069bca1 · outbound
Globalization for Scalable Short-term Load Forecasting ”Specialist vs generalist: A transformer architecture for global forecasting energy time series.” In 2022 15th In- ternational Conference on Human System Interaction (HSI), pp
Reference 33
Source-reported events for the cited work
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Observation 43b4f545-acd2-4c25-b112-9219078ac378 · outbound
Globalization for Scalable Short-term Load Forecasting ”Next-day Load Forecasting with Smart Meter Data Using Global Recurrent Neural Networks.”
Reference 34
Source-reported events for the cited work
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Observation c02f23a5-6e0f-44e3-ba99-032fba7a4ac6 · outbound
Globalization for Scalable Short-term Load Forecasting ”Deep learning for household load forecasting—A novel pooling deep RNN.” IEEE Transactions on Smart Grid 9, no
Reference 35
Source-reported events for the cited work
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Observation 36da6ab4-a25c-462c-96a0-bfd8203bbbd2 · outbound
Globalization for Scalable Short-term Load Forecasting ”Short-term forecasting of individual residential load based on deep learning and K- means clustering.” CSEE Journal of Power and Energy Systems 7, no
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Source-reported events for the cited work
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Observation 9c6df94d-1af2-4589-bdc1-5b463a119d28 · outbound
Globalization for Scalable Short-term Load Forecasting ”Individual load forecasting for multi-customers with distribution-aware temporal pooling.” In IEEE 60 INFOCOM 2021-IEEE Conference on Computer Communications, pp
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 525971f1-a433-49a7-9482-90942ec1ef1f · outbound
Globalization for Scalable Short-term Load Forecasting ”Residential load forecasting based on LSTM fusing self-attention mechanism with pooling.” Energy 229 (2021): 120682
Reference 38
Source-reported events for the cited work
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Observation 4a0f529c-efc8-4b10-85cb-b81e1f638dae · outbound
Globalization for Scalable Short-term Load Forecasting ”Individual load forecasting for multi-customers with distribution-aware temporal pooling.” In IEEE INFOCOM 2021-IEEE Conference on Computer Communications, pp
Reference 39
Source-reported events for the cited work
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Observation 155f72f6-d364-4266-9ebf-924d9823e597 · outbound
Globalization for Scalable Short-term Load Forecasting ”Temporal data pooling with meta- initialization for individual short-term load forecasting.” IEEE Transac- tions on Smart Grid 14, no
Reference 40
Source-reported events for the cited work
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Observation 1777299b-06ac-44e9-9114-e4d47027f36d · outbound
Globalization for Scalable Short-term Load Forecasting ”Personalized federated learning with theoretical guarantees: A model-agnostic meta- learning approach.” Advances in neural information processing systems 33 (2020): 3557-3568
Reference 41
Source-reported events for the cited work
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Observation 3a3ea8ea-17ba-4111-a822-5db27989b80e · outbound
Globalization for Scalable Short-term Load Forecasting ”Personalized feder- ated learning with moreau envelopes.” Advances in neural information processing systems 33 (2020): 21394-21405
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 05cfddcb-03b6-4951-b4b1-4f3e2d0576c2 · outbound
Globalization for Scalable Short-term Load Forecasting Federated Learning with Personalization Layers
Reference 43
Source-reported events for the cited work
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Observation 87300aed-4a4b-4f1c-8b0e-880530fc46d0 · outbound
Globalization for Scalable Short-term Load Forecasting ”A transformer-based method of multienergy load fore- casting in integrated energy system.” IEEE Transactions on Smart Grid 13, no
Reference 44
Source-reported events for the cited work
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Globalization for Scalable Short-term Load Forecasting ”A global modeling framework for load forecasting in distribution networks.” IEEE Transactions on Smart Grid 14, no
Reference 45
Source-reported events for the cited work
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Observation 95ea189c-7dc3-48ff-a5fc-416da2460955 · outbound
Globalization for Scalable Short-term Load Forecasting ”Wielding Occam’s razor: Fast and frugal retail forecast- ing.” Journal of the Operational Research Society (2024): 1-20
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 99e34ff3-ee54-4f25-9d3e-401adc620284 · outbound
Globalization for Scalable Short-term Load Forecasting ”Time-series clustering–a decade review.” Information systems 53 (2015): 16-38
Reference 47
Source-reported events for the cited work
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Observation 69be582a-4128-4e5d-8f4d-5790e4776470 · outbound
Globalization for Scalable Short-term Load Forecasting Hourly Load by Area and Region
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4b00a98a-7f47-49b1-8fbb-30aa18f7670c · outbound
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Reference 49
Source-reported events for the cited work
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Observation ab5773ec-520d-40ea-bfb0-0c8e1194d872 · outbound
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Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7d00db9d-842d-479e-a854-6df10d282878 · outbound
Globalization for Scalable Short-term Load Forecasting Accessed November 12, 2024
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7f51ff62-346b-4292-9a21-7b69917b00cd · outbound
Globalization for Scalable Short-term Load Forecasting ”Exploring progress in multivariate time series forecasting: Comprehensive benchmarking and heterogeneity analysis.” IEEE Transactions on Knowledge and Data Engineering (2024)
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 213ddee5-8732-4346-89b7-a2466fa8c2a9 · outbound
Globalization for Scalable Short-term Load Forecasting Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4bf7d0b9-6eb2-4d1e-8b42-dc35cf263930 · outbound
Globalization for Scalable Short-term Load Forecasting ”Benchmarking robustness of load forecasting models under data integrity attacks.” International Journal of Forecasting 34, no
Reference 54
Source-reported events for the cited work
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Observation f8fac684-5b61-4417-8010-8cb6dca8b4a9 · outbound
Globalization for Scalable Short-term Load Forecasting Core Concepts and Methods in Load Forecasting: With Applications in Distribution Networks
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d0d933cf-4836-480b-8cdb-8811ed9e3d7e · outbound
Globalization for Scalable Short-term Load Forecasting ”Analysis and clustering of residential customers energy behavioral demand using smart meter data.” IEEE transactions on smart grid 7, no
Reference 56
Source-reported events for the cited work
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Observation 94edf060-0527-4bfd-8899-07d1ff2b1a9b · outbound
Globalization for Scalable Short-term Load Forecasting Energy Information Administration
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dc0c9027-26e6-4e5b-ae4f-7f39fa231d5f · outbound
Globalization for Scalable Short-term Load Forecasting Taylor, and Rob J
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 05c75203-2852-438c-807d-e8961db1c02c · outbound
Globalization for Scalable Short-term Load Forecasting ”Deep sequence to sequence Bi-LSTM neural networks for day-ahead peak load forecasting.” Expert Systems with Applications 175 (2021): 114844
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5e83aadb-f55b-4279-8c86-b1aa00cb59b2 · outbound
Globalization for Scalable Short-term Load Forecasting ”Mul- tivariate empirical mode decomposition based hybrid model for day- ahead peak load forecasting.” Energy 239 (2022): 122245
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fb70df02-171d-4d6b-812e-026b6db82547 · outbound
Globalization for Scalable Short-term Load Forecasting Unresolved cited work
Reference 2013
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.