Paper Citation Record · LEDGER

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting

As of 8 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2506.13981.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.13981 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:31:09.387898Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

34 of 34 outbound references displayed

verified exact0
verified fuzzy6
unresolved27
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c1385ba3-da46-4155-a184-6c0eda112b7a · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:14.113957Z

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 9f4afdfe-f029-47a1-a029-7c2b47e1bdc3 · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:13.870826Z

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 0ac16c29-10b2-4bf8-a36e-b9a734909d21 · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:13.723570Z

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 ccaa3253-db25-48e3-aaac-f1918db1d76b · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:13.552838Z

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 da83f59c-6f14-4b89-86f9-80a178040866 · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:13.386749Z

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 3992520b-283c-4350-a3f3-11d1bd04f219 · outbound

This paper cites J., & Athanasopoulos, G.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting J., & Athanasopoulos, G

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:31:13.251865Z

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 240f6a38-3c39-4477-8d10-28658aa1ff52 · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:13.123179Z

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 34508b40-c4db-412d-b423-1b730b6341d2 · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:13.013138Z

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 f30c8ab6-a671-4cd3-8cfc-91f00943e115 · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:12.884268Z

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 48963ba0-0856-43f4-91d5-893c6830bf1e · outbound

This paper cites Y ., & Won, C.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Y ., & Won, C

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:31:12.790017Z

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 fcb2184a-f94e-4b84-b55d-c617837eaeb7 · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:12.624050Z

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 983885f5-1717-4a74-a664-5086444c6380 · outbound

This paper cites B., Gudelek, M.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting B., Gudelek, M

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:31:12.493638Z

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 e8590f20-5a46-48bf-8439-4d94d76e4775 · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:12.358566Z

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 e59387b1-4131-42cd-a1a3-3a0811a41780 · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:12.234189Z

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 6c2313ca-070d-48e3-84f5-4395c5fbc65c · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:12.111158Z

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 496cda59-a16e-4f39-bf72-f03848dfcd39 · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T05:31:07.923462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8f75467-c8cc-4218-a208-0273a252338c · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:11.983048Z

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 64958f66-e00b-45d9-9e1c-6e5cd74caf39 · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:11.888005Z

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 29dbc550-9eff-49e6-b741-620715797815 · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:11.790175Z

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 595dc0d8-7565-4907-a473-7e9d1b07765a · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:11.652426Z

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 dc44edd0-1f98-4d91-9301-7e609953c55e · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:11.486071Z

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 e4aab8e4-b908-4ae7-95ac-a52b41216ebb · outbound

This paper cites N., Kaiser, Ł., & Polosukhin, I.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting N., Kaiser, Ł., & Polosukhin, I

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:31:11.323844Z

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 1bdcbced-26e5-4c4d-aa18-991996f988eb · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:11.164241Z

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 8de76c65-ccb3-4aa1-9d04-1c0271b4a74b · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:10.991023Z

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 bcb57fdd-8692-444c-aff4-5b6580178c80 · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:10.792168Z

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 4a588290-0d74-45af-b113-9d0bd5c8f8cf · outbound

This paper cites E., Pintelas, E., & Pintelas, P.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting E., Pintelas, E., & Pintelas, P

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:31:10.591067Z

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 b4095096-df58-4af3-8482-e03fc334f4d6 · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:10.417878Z

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 1a3ae74f-0297-4e93-909d-97b03b731e17 · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:10.275429Z

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 dc23b60e-2d4a-4ed2-a1a7-026c78c0826c · outbound

This paper cites M., & Lee, S.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting M., & Lee, S

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:31:10.130749Z

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 81c1f9e5-9373-4de1-84d1-75ebe84a825c · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T05:31:09.011057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a82b3d9-7cba-484a-9123-15df21c329ec · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:09.979087Z

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 7a743294-f5f3-42ed-92e5-0a657a09cd9b · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:09.810154Z

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 3dc66cbb-8912-4a9c-b8f1-c10843220ac6 · outbound

This paper cites an unresolved cited work.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:31:09.667417Z

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 588e1361-dba5-46fe-bacf-6afd4230f81f · outbound

This paper cites U., & Abraham, A.

HAELT: A Hybrid Attentive Ensemble Learning Transformer Framework for High-Frequency Stock Price Forecasting U., & Abraham, A

Reference 34

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T05:31:09.535341Z

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.

Pith citing papers

No inbound Pith citation observations are available.