Paper Citation Record · LEDGER

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment

As of 19 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 1 inbound Pith citation observation for arXiv:2412.00896.

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

pith.paper-citation-record.v1
2412.00896 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T04:58:33.101086Z

measured 27 of 27 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-19T14:45:07.168330Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T14:47:36.264682Z

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy16
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1625f148-acca-46ce-80bb-c3c9614b5b99 · outbound

This paper cites write newline.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T04:58:32.743991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5698ff8-2872-4121-a119-29c00d28c3f7 · outbound

This paper cites and Karjalainen, R.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment and Karjalainen, R

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:58:34.398183Z

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 91290138-1802-45fa-9953-11e70c959fbc · outbound

This paper cites an unresolved cited work.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:58:34.332032Z

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 07e33708-71c7-4dd2-bc33-f2bb1ba62ed7 · outbound

This paper cites Applications of genetic programming to finance and economics: Past, present, future.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment Applications of genetic programming to finance and economics: Past, present, future

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:58:34.193350Z

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 39ba9428-8dbd-4a1c-8f3c-f50710495f82 · outbound

This paper cites Finding unique alphas: Genetic algorithms and genetic programming.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment Finding unique alphas: Genetic algorithms and genetic programming

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:58:34.145781Z

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 6156a76a-d8ed-406a-b817-4100c61de06a · outbound

This paper cites an unresolved cited work.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:58:34.127804Z

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 52d9fb7b-895d-4e2c-abe5-72fec37e5cd6 · outbound

This paper cites an unresolved cited work.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:58:34.114287Z

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 46ca6be3-0025-4392-8938-f0202984f0dc · outbound

This paper cites an unresolved cited work.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:58:33.977034Z

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 0090d022-42e9-4300-aae0-7e6aec57b0aa · outbound

This paper cites an unresolved cited work.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:58:33.863498Z

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 d4d78982-152b-4df1-9f08-c8abdd818bc6 · outbound

This paper cites and Ghafir, S.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment and Ghafir, S

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:58:33.838897Z

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 47311521-fc1c-43a2-bcfc-09705631c2f9 · outbound

This paper cites 101 formulaic alphas.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment 101 formulaic alphas

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:58:33.825951Z

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 b11dcc74-844b-4fef-ab8c-d139b5a43016 · outbound

This paper cites L., Fei, P., and O'Reilly, U.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment L., Fei, P., and O'Reilly, U

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:58:33.812066Z

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 2250654b-7f53-406e-a202-5614bb5eec0b · outbound

This paper cites an unresolved cited work.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T04:58:33.017661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a05834ff-d2ab-4a95-b25e-2c039b7fb0fe · outbound

This paper cites and Liu, F.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment and Liu, F

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:58:33.793424Z

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 2f5e7517-2b18-4431-9b20-ad38bc3045d0 · outbound

This paper cites and Chen, Y.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment and Chen, Y

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:58:33.686459Z

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 5d04b870-1692-4f6b-a4c9-203eaeb10e1d · outbound

This paper cites and Chen, Y.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment and Chen, Y

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:58:33.592612Z

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 442e7853-a55b-4012-a314-c5e82fce08e7 · outbound

This paper cites and He, K.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment and He, K

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:58:33.500768Z

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 703ccd79-050b-4fc5-b75f-796c16504098 · outbound

This paper cites An in-depth investigation of genetic programming and nine other machine learning algorithms in a financial forecasting problem.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment An in-depth investigation of genetic programming and nine other machine learning algorithms in a financial forecasting problem

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:58:33.421711Z

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 3769ee89-23a7-4e6a-95e5-dd5500d1e9aa · outbound

This paper cites an unresolved cited work.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:58:33.402570Z

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 39e5cbc9-22ad-4a33-9555-06e0675b934e · outbound

This paper cites Open issues in genetic programming.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment Open issues in genetic programming

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:58:33.383291Z

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 d30cf6e6-1fef-4566-93cd-34e008e6bd4e · outbound

This paper cites an unresolved cited work.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:58:33.358845Z

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 a3800b47-5ac2-4339-b036-0b19f10f81ea · outbound

This paper cites and Heckendorn, R.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment and Heckendorn, R

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:58:33.338116Z

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 2998163b-2f63-4f30-a7a5-5a77cd6a838c · outbound

This paper cites P., Wei, H.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment P., Wei, H

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:58:33.321846Z

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 be70f03a-83a6-470d-b22e-f1eebf6865ea · outbound

This paper cites Genetic programming deconstruction and investment insights.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment Genetic programming deconstruction and investment insights

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:58:33.308782Z

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 3a042549-03d4-4a92-a635-ec71710da59e · outbound

This paper cites AutoAlpha: an Efficient Hierarchical Evolutionary Algorithm for Mining Alpha Factors in Quantitative Investment.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment AutoAlpha: an Efficient Hierarchical Evolutionary Algorithm for Mining Alpha Factors in Quantitative Investment

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T04:58:33.090215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b1837fc-0af7-4451-a153-a9da6410a07d · outbound

This paper cites Genetic algorithm based quantitative factors construction.

Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment Genetic algorithm based quantitative factors construction

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:58:33.205424Z

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.

Pith citing papers

Observation e781bf42-1358-4299-8970-2b8d308615ba · inbound

From Feedback Loops to Policy Updates: Reinforcement Fine-Tuning for LLM-Based Alpha Factor Discovery cites this paper.

From Feedback Loops to Policy Updates: Reinforcement Fine-Tuning for LLM-Based Alpha Factor Discovery Alpha Mining and Enhancing via Warm Start Genetic Programming for Quantitative Investment

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-19T14:47:36.266455Z

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.