Paper Citation Record · LEDGER

Hidformer: Transformer-Style Neural Network in Stock Price Forecasting

As of 15 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 1 inbound Pith citation observation for arXiv:2412.19932.

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

pith.paper-citation-record.v1
2412.19932 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:50:41.053881Z

measured 17 of 17 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T08:42:13.383177Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

16 of 16 outbound references displayed

verified exact3
verified fuzzy4
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6004b6e1-c7ab-49a2-9957-3a7077bfc033 · outbound

This paper cites Expert Systems with Applications 213, 119203 (2023).

Hidformer: Transformer-Style Neural Network in Stock Price Forecasting Expert Systems with Applications 213, 119203 (2023)

Reference 1

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T23:50:41.803794Z

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.

Observation 6969d070-73b4-4a50-a5e0-2eb3451a2c96 · outbound

This paper cites In: Jakubiak, A.

Hidformer: Transformer-Style Neural Network in Stock Price Forecasting In: Jakubiak, A

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:50:41.887230Z

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.

Observation eeecdb58-d0bf-4461-9d23-5829eb7157cf · outbound

This paper cites Applied Intelli- gence 48(12), 4694–4714 (Dec 2018).

Hidformer: Transformer-Style Neural Network in Stock Price Forecasting Applied Intelli- gence 48(12), 4694–4714 (Dec 2018)

Reference 3

Resolution: verified exact; doi, observed 2026-08-10T23:50:41.198515Z

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.

Observation 60a0979e-3b7c-4a15-af67-56856b809aaa · outbound

This paper cites MIT Press (2016).

Hidformer: Transformer-Style Neural Network in Stock Price Forecasting MIT Press (2016)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:50:41.868926Z

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.

Observation ec07fccd-8beb-43a6-88b4-3426a91d2621 · outbound

This paper cites A Survey of Forex and Stock Price Prediction Using Deep Learning.

Hidformer: Transformer-Style Neural Network in Stock Price Forecasting A Survey of Forex and Stock Price Prediction Using Deep Learning

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-08-10T23:50:41.691790Z

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.

Observation c847c324-934b-47ec-8357-12d42b9fac3d · outbound

This paper cites Packt (2020).

Hidformer: Transformer-Style Neural Network in Stock Price Forecasting Packt (2020)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:50:41.846999Z

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.

Observation 1cd53eb1-a974-4852-85c2-37a2d415a146 · outbound

This paper cites Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting.

Hidformer: Transformer-Style Neural Network in Stock Price Forecasting Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T23:50:40.996305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1adc233a-d3d8-4b31-ad31-fb1678689578 · outbound

This paper cites Expert Systems with Appli- cations 239, 122412 (Apr 2024).

Hidformer: Transformer-Style Neural Network in Stock Price Forecasting Expert Systems with Appli- cations 239, 122412 (Apr 2024)

Reference 8

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T23:50:41.665525Z

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.

Observation 8299bd63-4468-4dfe-b743-673504691cdd · outbound

This paper cites Journal of Electrical and Computer Engineering Innovations (JECEI) 9(1), 1–10 (Nov 2020).

Hidformer: Transformer-Style Neural Network in Stock Price Forecasting Journal of Electrical and Computer Engineering Innovations (JECEI) 9(1), 1–10 (Nov 2020)

Reference 9

Resolution: verified exact; raw_fallback, observed 2026-08-10T23:50:41.526986Z

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.

Observation 8dddae10-01fa-449a-afc5-ac83a2720520 · outbound

This paper cites New York Institute of Finance (1999).

Hidformer: Transformer-Style Neural Network in Stock Price Forecasting New York Institute of Finance (1999)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T23:50:41.825453Z

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.

Observation ac52bd80-0e54-4ba5-a746-1ce8331c23ff · outbound

This paper cites https://doi.org/10.5220/0009340700630071.

Hidformer: Transformer-Style Neural Network in Stock Price Forecasting https://doi.org/10.5220/0009340700630071

Reference 11

Resolution: verified exact; doi, observed 2026-08-10T23:50:41.159541Z

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.

Observation 38a31976-ab70-45f6-90e3-b6e672c22d82 · outbound

This paper cites Attention Is All You Need.

Hidformer: Transformer-Style Neural Network in Stock Price Forecasting Attention Is All You Need

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T23:50:41.030016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0da86b3e-8dba-475e-ad38-f3717a52c986 · outbound

This paper cites Expert Systems with Applica- tions 208, 118128 (Dec 2022).

Hidformer: Transformer-Style Neural Network in Stock Price Forecasting Expert Systems with Applica- tions 208, 118128 (Dec 2022)

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T23:50:41.036509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acdcb1eb-feec-40ef-a1eb-954837ad121e · outbound

This paper cites In: Gurevych, I., Miyao, Y.

Hidformer: Transformer-Style Neural Network in Stock Price Forecasting In: Gurevych, I., Miyao, Y

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T23:50:41.041387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc5da2ed-f0ec-4056-9258-14730d0ea773 · outbound

This paper cites In: Proceed- ings of the First ACM International Conference on AI in Finance.

Hidformer: Transformer-Style Neural Network in Stock Price Forecasting In: Proceed- ings of the First ACM International Conference on AI in Finance

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T23:50:41.047194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afcb3491-131f-4dfd-8601-2b2fbd2c9cc7 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence 35(12), 11106–11115 (May 2021).

Hidformer: Transformer-Style Neural Network in Stock Price Forecasting Proceedings of the AAAI Conference on Artificial Intelligence 35(12), 11106–11115 (May 2021)

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T23:50:41.053881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 811f70b8-6af0-405f-8d47-b069fc1c4c6a · inbound

Compression-Based Behavioral Similarity for Open-World Sybil Discovery on Ethereum cites this paper.

Compression-Based Behavioral Similarity for Open-World Sybil Discovery on Ethereum Hidformer: Transformer-Style Neural Network in Stock Price Forecasting

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T08:42:13.383177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.