Paper Citation Record · LEDGER

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices

As of 18 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2504.17079.

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

pith.paper-citation-record.v1
2504.17079 v2

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:53:18.326612Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:16:33.432195Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T22:16:39.561335Z

Reference resolution

52 of 52 outbound references displayed

verified exact17
verified fuzzy3
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3f990b31-77fd-45c1-b1d7-cacf15186a36 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:53:19.694792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8fef98d6-ccc8-4f34-bfc5-d754d3ee8c76 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:53:19.682519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 20053b34-30b8-4b8c-8f64-be9809b6bf07 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:53:19.670736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2715a347-9bb9-4955-8d37-ff1dc66aae49 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-16T10:53:18.654918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7a6055f5-cfb2-4f9e-b0e5-67ebd3f9ba91 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T10:53:18.117980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06a7d23a-25dc-442f-86aa-85a183aa63bd · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:53:19.658291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b3c78a8f-b75b-4b48-8859-ea4b48cd5b59 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 7

Resolution: verified exact; doi, observed 2026-08-16T10:53:18.634885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e8d931c6-6a55-45e2-a451-060a8eef3961 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 8

Resolution: verified exact; doi, observed 2026-08-16T10:53:18.622681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 19900820-40f6-4c8c-b489-3e673fb28b2a · outbound

This paper cites C., Rehman, M.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices C., Rehman, M

Reference 9

Resolution: verified exact; doi, observed 2026-08-16T10:53:18.609535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation aa3a3731-22ba-44a8-81e9-50ff6ca0f36b · outbound

This paper cites S., Lowe, D.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices S., Lowe, D

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:53:19.644731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b277ba51-08a0-4380-b1e3-45d307097572 · outbound

This paper cites S.; Lowe, D.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices S.; Lowe, D

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:53:19.632492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cf56196b-4e5b-42d6-94c7-4374e02c6211 · outbound

This paper cites Predicting the Price of Cryptocurrency Using Support Vector Regression Methods.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Predicting the Price of Cryptocurrency Using Support Vector Regression Methods

Reference 12

Resolution: verified exact; doi, observed 2026-08-16T10:53:18.597163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f23d03d3-f74b-4525-a3b1-ea59eef04f15 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T10:53:18.154234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48c9eca8-d08d-479c-8243-dc5841a9f333 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 14

Resolution: verified exact; doi, observed 2026-08-16T10:53:18.584761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f15a7c59-9fbb-4855-8358-792cc591ae18 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 15

Resolution: verified exact; doi, observed 2026-08-16T10:53:18.572345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b8fb2219-2778-4260-9096-2adea59ad0f0 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 16

Resolution: verified exact; doi, observed 2026-08-16T10:53:18.561411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 03d61323-e964-4908-8aa7-4f62c138f6e2 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 17

Resolution: verified exact; doi, observed 2026-08-16T10:53:18.550367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a4ad71a1-8a99-4c02-94fb-718d13a9d5b9 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T10:53:18.175113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72e4619b-fa23-47ed-9c07-311483da7ef4 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:53:19.618562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ac9e2aa5-4413-49ff-b3ef-bb4c172e671a · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:53:19.479402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0d68ba95-e1b9-4e5b-968a-2788744de2ff · outbound

This paper cites Houstis, E., Vavalis, M.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Houstis, E., Vavalis, M

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T10:53:18.189749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1af62a71-f472-4c5f-80cd-6e33f81e70ed · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T10:53:18.193936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11ecef00-8b48-403c-865d-c0b21400a566 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T10:53:18.198578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ccee4bf-f81f-4d46-b434-184651f9388d · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 24

Resolution: verified exact; doi, observed 2026-08-16T10:53:18.516980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2eb21caa-b349-4dcf-b131-0fdc311b9d75 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:53:19.320965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8de1e8e6-1a7b-4223-9dae-cdd13d29e24d · outbound

This paper cites Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T10:53:18.211553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 930c9f2d-88dd-4ddd-8b19-6b3416af36d1 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 27

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Source-reported events for the cited work

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Observation 8b176bfa-48ac-4b7f-b9fb-98c722f26128 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc198af8-3b03-4284-bba1-49d17bd81dab · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 29

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 30

Resolution: verified exact; doi, observed 2026-08-16T10:53:18.499341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 495641f0-db6d-4e07-8ad9-aa143a354ce5 · outbound

This paper cites Price Prediction of Cryptocurrency Using a Multi-Layer Gated Recurrent Unit Network with Multi Features.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Price Prediction of Cryptocurrency Using a Multi-Layer Gated Recurrent Unit Network with Multi Features

Reference 31

Resolution: verified exact; doi, observed 2026-08-16T10:53:18.487113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4502cf09-0df0-43fc-ab4e-5ec150dfcc1c · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 32

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Source-reported events for the cited work

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Observation 607cf2e5-ba7b-4807-b14b-0369c24566b2 · outbound

This paper cites H., Radzi, R.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices H., Radzi, R

Reference 33

Resolution: verified exact; doi, observed 2026-08-16T10:53:18.473486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 103b07ab-41ff-4535-ba71-7dcede14d952 · outbound

This paper cites N., Polosukhin, I.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices N., Polosukhin, I

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:53:19.291221Z

Source-reported events for the cited work

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Observation 0ee9554f-aff8-4a5c-94c0-398bc573d5a6 · outbound

This paper cites W., Lee, K., Toutanova, K.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices W., Lee, K., Toutanova, K

Reference 35

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Source-reported events for the cited work

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This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 36

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This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites Long-Range Transformers for Dynamic Spatiotemporal Forecasting.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Long-Range Transformers for Dynamic Spatiotemporal Forecasting

Reference 38

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This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 39

Resolution: verified exact; doi, observed 2026-08-16T10:53:18.447154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b47fa692-f235-4325-90d6-09c998473da8 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a638cb83-a64a-42e6-91dd-f2ead246d4cb · outbound

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

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T10:53:18.273127Z

Source-reported events for the cited work

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Observation 5e927f9f-0d3a-4fc5-96f4-04bdd018c409 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-16T10:53:18.278478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1210470e-f716-45ea-99db-5b40e2f3c8ee · outbound

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A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-16T10:53:18.282556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6e1f336-1a29-44a4-a11d-b574d3033a25 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

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Resolution: unresolved; no resolver link, observed 2026-08-16T10:53:18.289326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a6f5797-d310-4f70-81bb-034256e93ea1 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:53:19.277058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 66f593ad-1b70-49aa-b5a1-308ac0d690d5 · outbound

This paper cites H, Alam, W., Avinash, G., Kumar, R.R., Ray, M., Barman, S., Singh, K.N., Naik, B.S., Alam, N.M., Pal, P., Rathod, S., Bisen, J.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices H, Alam, W., Avinash, G., Kumar, R.R., Ray, M., Barman, S., Singh, K.N., Naik, B.S., Alam, N.M., Pal, P., Rathod, S., Bisen, J

Reference 46

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a17c5cc-4738-4985-bd2c-3765bf5eba4d · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 47

Resolution: verified exact; doi, observed 2026-08-16T10:53:18.403518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 129f9dc5-3267-4d8e-9fbf-99a087d9cd89 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 48

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d239efb3-fdf6-4b38-95e8-af4d0cdbd3f4 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 49

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6301f19f-3d9f-4d97-9789-1558f3de13e0 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 50

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c6aa746-a3e6-4625-9cb1-9adb010134c1 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 51

Resolution: verified exact; doi, observed 2026-08-16T10:53:18.380934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1e93c29c-09b8-4b2f-a033-b925b7280b50 · outbound

This paper cites an unresolved cited work.

A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices Unresolved cited work

Reference 52

Resolution: verified exact; doi, observed 2026-08-16T10:53:18.364438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation fdcc30b4-3ba3-406f-90b3-39721a8fe6d0 · inbound

crypto price prediction using lstm+xgboost cites this paper.

crypto price prediction using lstm+xgboost A Novel Hybrid Approach Using an Attention-Based Transformer + GRU Model for Predicting Cryptocurrency Prices

Reference 60

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.