Paper Citation Record · LEDGER

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models

As of 19 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2607.19453.

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

pith.paper-citation-record.v1
2607.19453 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T13:29:24.864305Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

26 of 26 outbound references displayed

verified exact1
verified fuzzy0
unresolved23
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bbbcf6d5-d98d-4c22-b869-476b1f31d847 · outbound

This paper cites Anticipating cryptocurrency prices using machine learning.Complexity, 2018:1–16, 2018.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Anticipating cryptocurrency prices using machine learning.Complexity, 2018:1–16, 2018

Reference 1

Resolution: malformed identifier; doi_truncated, observed 2026-08-01T13:38:36.228128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 01b496a7-bc77-46dc-8e98-e6a8c328c8fd · outbound

This paper cites Arnott, Campbell R.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Arnott, Campbell R

Reference 2

Resolution: verified exact; doi, observed 2026-08-01T13:38:36.170694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 591b4165-9837-4f22-a58f-a1b28815c179 · outbound

This paper cites Artificial intelligence risk management framework: Generative artificial intelligence profile.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Artificial intelligence risk management framework: Generative artificial intelligence profile

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:22.698246Z

Source-reported events for the cited work

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Observation 9370dab9-47b1-4992-bbd1-adcf614d35d3 · outbound

This paper cites Bailey and Marcos López de Prado.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Bailey and Marcos López de Prado

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:22.797917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d95c1777-9926-470f-8b10-d0009db4638d · outbound

This paper cites Bailey, Jonathan M.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Bailey, Jonathan M

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:22.903034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d9cc3e4-2a56-4521-9c07-ab23663324fc · outbound

This paper cites Hyndman, and Bonsoo Koo.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Hyndman, and Bonsoo Koo

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:23.008203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 480c3160-08fa-46ec-988c-b9e999d070d2 · outbound

This paper cites Commission rates.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Commission rates

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:23.087339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32323f89-d961-4b9b-8921-5f35c531c107 · outbound

This paper cites Spot trading fee rate.https://www.binance.com/en/fee/trading, 2026.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Spot trading fee rate.https://www.binance.com/en/fee/trading, 2026

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:23.161832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57f2af45-cc48-439e-b41b-fffca2df61f1 · outbound

This paper cites Spot REST API: Kline/candlestick data.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Spot REST API: Kline/candlestick data

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:23.255596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4df75a51-22e1-460c-a40f-928141a286c9 · outbound

This paper cites Machine Learning-Based Bitcoin Trading Under Transaction Costs: Evidence From Walk-Forward Forecasting.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Machine Learning-Based Bitcoin Trading Under Transaction Costs: Evidence From Walk-Forward Forecasting

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:23.327169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 202bfb5e-21c7-4367-bdf6-ba6641520a09 · outbound

This paper cites Evaluating time series forecasting models: An empirical study on performance estimation methods.Machine Learning, 109(11):1997–2028,.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Evaluating time series forecasting models: An empirical study on performance estimation methods.Machine Learning, 109(11):1997–2028,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:23.418673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1903a266-6261-4de3-8d0a-2089de7c8ed7 · outbound

This paper cites predict, then optimize.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models predict, then optimize

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:23.638710Z

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Observation 71c5bb5f-8160-4fbb-9ce9-ad08828feafc · outbound

This paper cites Selective classification for deep neural networks.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Selective classification for deep neural networks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:23.716553Z

Source-reported events for the cited work

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Observation 56acd6af-2b50-4726-99ad-0d50191d9ac4 · outbound

This paper cites Deep Reinforcement Learning for Cryptocurrency Trading: Practical Approach to Address Backtest Overfitting.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Deep Reinforcement Learning for Cryptocurrency Trading: Practical Approach to Address Backtest Overfitting

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:23.813120Z

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Observation 13e909c5-3fdb-4b5b-9700-bd4f79323711 · outbound

This paper cites Deep learning and NLP in cryp- tocurrency forecasting: Integrating financial, blockchain, and social media data.International Journal of Forecasting, 41(4):1666–1695, 2025.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Deep learning and NLP in cryp- tocurrency forecasting: Integrating financial, blockchain, and social media data.International Journal of Forecasting, 41(4):1666–1695, 2025

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:23.899005Z

Source-reported events for the cited work

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Observation 4f36013d-6b67-4c50-b4b9-efa3254d045b · outbound

This paper cites an unresolved cited work.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:23.989337Z

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Unavailable: canonical work link unavailable.

Observation c6f1c4bb-c313-4e00-bd04-6a769a089a40 · outbound

This paper cites Harvey, Yan Liu, and Heqing Zhu.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Harvey, Yan Liu, and Heqing Zhu

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:24.085277Z

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Unavailable: canonical work link unavailable.

Observation b4bb3544-29d7-4f8a-99df-46c6ea2b3c19 · outbound

This paper cites Quantbot research framework: Simulation-only spot-crypto research repository.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Quantbot research framework: Simulation-only spot-crypto research repository

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:24.203054Z

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Unavailable: canonical work link unavailable.

Observation 00e9acdb-d59d-4c3a-9737-0a15050cd2ef · outbound

This paper cites Lo and A.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Lo and A

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:24.307192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dbddc9f-40d2-4934-861b-db054ecc38db · outbound

This paper cites The precision-recall plot is more informative than the ROC plot when evaluating binary classifiers on imbalanced datasets.PLOS ONE, 10(3): e0118432, 2015.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models The precision-recall plot is more informative than the ROC plot when evaluating binary classifiers on imbalanced datasets.PLOS ONE, 10(3): e0118432, 2015

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:24.411701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71cc01cc-74c5-4940-9a20-8c8da845df3e · outbound

This paper cites Forecasting and trading cryptocurrencies with machine learning under changing market conditions.Financial Innovation, 7(1):3, 2021.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Forecasting and trading cryptocurrencies with machine learning under changing market conditions.Financial Innovation, 7(1):3, 2021

Reference 21

Resolution: malformed identifier; no resolver link, observed 2026-08-01T13:29:24.508525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de9f5038-8592-44ca-9796-6268fd182248 · outbound

This paper cites Data-snooping, technical trading rule performance, and the bootstrap.The Journal of Finance, 54(5):1647–1691, 1999.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Data-snooping, technical trading rule performance, and the bootstrap.The Journal of Finance, 54(5):1647–1691, 1999

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:24.626680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f68a17d6-46ca-4001-9d54-7abda28c8639 · outbound

This paper cites A reality check for data snooping.Econometrica, 68(5):1097–1126, 2000.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models A reality check for data snooping.Econometrica, 68(5):1097–1126, 2000

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:24.698726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18aa8d86-2f42-4e62-b874-425dc5d866b2 · outbound

This paper cites Agentic Trading: When LLM Agents Meet Financial Markets.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Agentic Trading: When LLM Agents Meet Financial Markets

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:24.797223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d796ab8-88b0-4f5e-a256-e8c1984a8bef · outbound

This paper cites Winker, Rakesh Aggarwal, Lorraine E.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Winker, Rakesh Aggarwal, Lorraine E

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:24.864305Z

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Observation b3e82df6-7182-47be-821c-2dfad4d948da · outbound

This paper cites an unresolved cited work.

Predictive Extrema, Unprofitable Policies: An AI-Assisted Audit of Candle-Based Binance Spot Timing Models Unresolved cited work

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-01T13:29:23.514338Z

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Pith citing papers

No inbound Pith citation observations are available.