Paper Citation Record · LEDGER

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading

As of 15 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2412.19372.

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

pith.paper-citation-record.v1
2412.19372 v2

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:44:13.983638Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

40 of 40 outbound references displayed

verified exact4
verified fuzzy17
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e86b8eb3-959e-42d0-bc1c-6b74d24356c6 · outbound

This paper cites Online High-Frequency Trading Stock Forecasting with Automated Feature Clustering and Radial Basis Function Neural Networks.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Online High-Frequency Trading Stock Forecasting with Automated Feature Clustering and Radial Basis Function Neural Networks

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-11T00:44:14.347505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9d3986d4-34b2-4f4c-969d-54d0b23f70bd · outbound

This paper cites Alshawarbeh, A.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Alshawarbeh, A

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:44:14.951222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e26f7e50-9160-4010-b673-a663babd8e60 · outbound

This paper cites an unresolved cited work.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:44:14.932033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 351e6786-052f-45ac-a206-ac0151ebb9b0 · outbound

This paper cites an unresolved cited work.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:44:14.916320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 14b9937d-2959-42ce-b954-85b9589b67bd · outbound

This paper cites Zhu, G.-Y.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Zhu, G.-Y

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:44:14.900338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6db1d041-eaa9-425c-a975-2f2b3df3d4a3 · outbound

This paper cites an unresolved cited work.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:44:14.885081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4f152b25-2aea-4fed-8f3d-cf7c217f0de5 · outbound

This paper cites an unresolved cited work.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T00:44:13.805705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f375658-8e14-4f10-9509-7289e6d35d2a · outbound

This paper cites Dingli, K.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Dingli, K

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:44:14.870094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f3951425-7af2-4c4f-b0c5-eb2b40dd2082 · outbound

This paper cites an unresolved cited work.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:44:14.855262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b99c63b3-6bd3-41f2-82c1-a5eb832e963c · outbound

This paper cites Arifovic, X.-z.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Arifovic, X.-z

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:44:14.838098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3441359a-d20f-4632-ade2-30033c7072f9 · outbound

This paper cites an unresolved cited work.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:44:14.817715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ac2bf42e-10dd-475d-9d2d-3fb40305b63c · outbound

This paper cites Moews, G.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Moews, G

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:44:14.801835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bf1b922e-7fec-4638-b185-8b952d3cc1a0 · outbound

This paper cites an unresolved cited work.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:44:14.785557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 95b7c787-7f0c-4309-a38a-5e4b178fe3fa · outbound

This paper cites Nousi, A.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Nousi, A

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:44:14.765075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8ca2da6d-2a5c-4bb7-9511-333e9d845ecb · outbound

This paper cites Data-driven measures of high-frequency trading.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Data-driven measures of high-frequency trading

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-11T00:44:14.126829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 93b89a94-e7e9-4df4-b197-3d5859835c5c · outbound

This paper cites M¨ akinen, J.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading M¨ akinen, J

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:44:14.748028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0d2a4798-a431-484d-8e69-7dcc0b9c1372 · outbound

This paper cites an unresolved cited work.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:44:14.729302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c8cf130e-58a9-49fa-8e37-16801ac7cb25 · outbound

This paper cites an unresolved cited work.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:44:14.707010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d55c5211-89e4-449c-ab72-02efac36cb3b · outbound

This paper cites Domain-adapted Learning and Interpretability: DRL for Gas Trading.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Domain-adapted Learning and Interpretability: DRL for Gas Trading

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-11T00:44:14.101928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8cdf96ea-47b5-4c72-a08d-cae121fb30e2 · outbound

This paper cites an unresolved cited work.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:44:14.685067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f151447d-9bb6-4ee9-88e8-fcb1615cd029 · outbound

This paper cites Karpe, J.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Karpe, J

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:44:14.667920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3b9bb109-f16c-4e88-aa2e-b1d4544c6ff1 · outbound

This paper cites Philip, Estimating permanent price impact via machine learning, Journal of Econometrics 215 (2) (2020) 414–449.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Philip, Estimating permanent price impact via machine learning, Journal of Econometrics 215 (2) (2020) 414–449

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:44:14.647061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 654c9f8f-50e8-4c2e-8d35-a8f1b8639a30 · outbound

This paper cites an unresolved cited work.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:44:14.624895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6c2e25d2-ff09-47f6-9cef-a90823d24089 · outbound

This paper cites an unresolved cited work.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:44:14.607146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b106be03-591b-4d41-90e5-ba3940434e71 · outbound

This paper cites Tsantekidis, N.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Tsantekidis, N

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:44:14.590361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9c05c90f-30ef-4d5f-9cb7-1fb95dc9be2b · outbound

This paper cites an unresolved cited work.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:44:14.573972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 29f359fd-78f4-4484-b161-98e93a0aed19 · outbound

This paper cites an unresolved cited work.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:44:14.552453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7ca7d325-6f4b-41ab-9ba0-9c9f7c703035 · outbound

This paper cites an unresolved cited work.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:44:14.532678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b4534b27-c0d2-48d6-a97f-77a965970962 · outbound

This paper cites Fathinezhad, P.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Fathinezhad, P

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:44:14.511315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8c6ad659-ce59-4c84-a55d-241930ca6e5a · outbound

This paper cites Elbaz, A.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Elbaz, A

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:44:14.487671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6b5b4348-cc1d-4e48-95ff-820d138ec647 · outbound

This paper cites Horizon: Facebook's Open Source Applied Reinforcement Learning Platform.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Horizon: Facebook's Open Source Applied Reinforcement Learning Platform

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T00:44:13.937694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6761a88-5c92-42e7-8620-e1d4ea29932a · outbound

This paper cites an unresolved cited work.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:44:14.471209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5f1777bb-4a26-4104-a9ac-8a4cf12916fd · outbound

This paper cites Saadallah, K.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Saadallah, K

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:44:14.454027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2c5e6084-92e7-4032-8f2d-d450493912a3 · outbound

This paper cites Kuremoto, M.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Kuremoto, M

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:44:14.435870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 84eab95a-cf4f-44e3-96d0-6d80269d077c · outbound

This paper cites Hirata, T.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Hirata, T

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:44:14.417479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a24791ed-6b05-4eb8-b328-6ef8ba1bcecc · outbound

This paper cites Zhuang, V.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Zhuang, V

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:44:14.398911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c6a4c6dc-de5c-40fb-90d3-bf0e539ac81d · outbound

This paper cites an unresolved cited work.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T00:44:14.379974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c286d5b0-61cc-417d-a8be-270dacec4c61 · outbound

This paper cites Ntakaris, G.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Ntakaris, G

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T00:44:14.364265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d1d040d0-f9b1-45ed-9d7a-b82dd0df2e0c · outbound

This paper cites Optimum Output Long Short-Term Memory Cell for High-Frequency Trading Forecasting.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Optimum Output Long Short-Term Memory Cell for High-Frequency Trading Forecasting

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-11T00:44:14.062146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ba97e26f-02d1-475a-855d-2654acd4e99b · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Minimal Batch Adaptive Learning Policy Engine for Real-Time Mid-Price Forecasting in High-Frequency Trading Adam: A Method for Stochastic Optimization

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T00:44:13.983638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.