Paper Citation Record · LEDGER

SCOPE: Sequential Causal Optimization of Process Interventions

As of 6 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2512.17629.

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

pith.paper-citation-record.v1
2512.17629 v4

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T15:18:58.080922Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

32 of 32 outbound references displayed

verified exact10
verified fuzzy0
unresolved21
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9020c0ee-1086-46f4-a5e3-e524619ccfe3 · outbound

This paper cites An Innovative Data-Driven and Adaptive Reinforcement Learning Approach for Context-Aware Prescriptive Process Monitoring.

SCOPE: Sequential Causal Optimization of Process Interventions An Innovative Data-Driven and Adaptive Reinforcement Learning Approach for Context-Aware Prescriptive Process Monitoring

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:54.919863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc0a70f2-2ee2-4f4a-b287-6db0d63e2163 · outbound

This paper cites In: Proceedings of the 40th International Conference on Machine Learning.

SCOPE: Sequential Causal Optimization of Process Interventions In: Proceedings of the 40th International Conference on Machine Learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:55.009071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44f8f65a-6d47-4712-b7ba-4a22edd68d87 · outbound

This paper cites Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning.

SCOPE: Sequential Causal Optimization of Process Interventions Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:55.148532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a17b6a97-5183-420f-a1f6-d6acecf4739f · outbound

This paper cites In: 2021 3rd International Conference on Process Mining (ICPM).

SCOPE: Sequential Causal Optimization of Process Interventions In: 2021 3rd International Conference on Process Mining (ICPM)

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:55.309382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64ec0649-5920-44b0-9c8f-4b0cc505d3cb · outbound

This paper cites an unresolved cited work.

SCOPE: Sequential Causal Optimization of Process Interventions Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:55.440142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9de33eb6-97e3-4bfc-b7b4-b22d627e3466 · outbound

This paper cites In: Di Ciccio, C., Dijkman, R., del Río Ortega, A., Rinderle-Ma, S.

SCOPE: Sequential Causal Optimization of Process Interventions In: Di Ciccio, C., Dijkman, R., del Río Ortega, A., Rinderle-Ma, S

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:55.575872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08cb0d6f-9cb2-4b01-a433-0ed426077139 · outbound

This paper cites European Journal of Operational Research328(2), 620–632 (2026).https://doi.org/https: //doi.org/10.1016/j.ejor.2025.09.015,https://www.sciencedirect.

SCOPE: Sequential Causal Optimization of Process Interventions European Journal of Operational Research328(2), 620–632 (2026).https://doi.org/https: //doi.org/10.1016/j.ejor.2025.09.015,https://www.sciencedirect

Reference 7

Resolution: verified exact; doi, observed 2026-08-03T15:24:02.606022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 741d29b8-4e76-4b5f-8b02-5bdc93b66725 · outbound

This paper cites In: Banerjee, A., Fukumizu, K.

SCOPE: Sequential Causal Optimization of Process Interventions In: Banerjee, A., Fukumizu, K

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:55.768701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 422b29d4-3b79-460a-a641-d1349ff96f90 · outbound

This paper cites Information Systems116(2023).https://doi.org/10.1016/j.is.2023.102198.

SCOPE: Sequential Causal Optimization of Process Interventions Information Systems116(2023).https://doi.org/10.1016/j.is.2023.102198

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:55.901377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d196f5c3-eb22-4efb-a079-8aa0f53c199d · outbound

This paper cites In: Senderovich, A., Cabanillas, C., Vanderfeesten, I., A.

SCOPE: Sequential Causal Optimization of Process Interventions In: Senderovich, A., Cabanillas, C., Vanderfeesten, I., A

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:56.070314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fdb2bca-0970-4ff7-bcfb-afb1a088410b · outbound

This paper cites an unresolved cited work.

SCOPE: Sequential Causal Optimization of Process Interventions Unresolved cited work

Reference 11

Resolution: malformed identifier; no resolver link, observed 2026-08-03T15:18:56.236168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f67214b-421a-4123-8bbe-7b2b866e3368 · outbound

This paper cites Journal of the American Statistical Association81(396), 945–960 (1986),http://www.jstor.org/stable/2289064 16 De Moor et al.

SCOPE: Sequential Causal Optimization of Process Interventions Journal of the American Statistical Association81(396), 945–960 (1986),http://www.jstor.org/stable/2289064 16 De Moor et al

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:56.363343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d28f5a9a-8ae3-426a-be3e-97c7b67e235b · outbound

This paper cites Statistics in Medicine34(26), 3424–3443 (Nov 2015).https://doi.org/10.1002/sim.6558, epub 2015 Jun 21.

SCOPE: Sequential Causal Optimization of Process Interventions Statistics in Medicine34(26), 3424–3443 (Nov 2015).https://doi.org/10.1002/sim.6558, epub 2015 Jun 21

Reference 13

Resolution: verified exact; doi, observed 2026-08-03T15:24:02.528980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 12f0aadd-5391-4f73-8fb4-1d8f3ea8dada · outbound

This paper cites Journal of the Royal Statistical Society Series C: Applied Statistics72(2), 434–449 (03 2023).https://doi.org/ 10.1093/jrsssc/qlad016,https://doi.org/10.1093/jrsssc/qlad016.

SCOPE: Sequential Causal Optimization of Process Interventions Journal of the Royal Statistical Society Series C: Applied Statistics72(2), 434–449 (03 2023).https://doi.org/ 10.1093/jrsssc/qlad016,https://doi.org/10.1093/jrsssc/qlad016

Reference 14

Resolution: verified exact; doi, observed 2026-08-03T15:24:02.346291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ea7570d7-f3c0-49ac-851a-4c9ed6dde95f · outbound

This paper cites In: Proceedings of the 31st ACM International Conference on Information & Knowledge Management.

SCOPE: Sequential Causal Optimization of Process Interventions In: Proceedings of the 31st ACM International Conference on Information & Knowledge Management

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:56.599718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8d41d19-8feb-4a28-ab53-43f5b8b9a540 · outbound

This paper cites https://doi.org/10.7717/peerj-cs.1097.

SCOPE: Sequential Causal Optimization of Process Interventions https://doi.org/10.7717/peerj-cs.1097

Reference 16

Resolution: verified exact; doi, observed 2026-08-03T15:24:02.170968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 213790a3-a4f2-436d-8a00-8082bef214b7 · outbound

This paper cites Proceedings of the National Academy of Sciences116(2017).https://doi.org/10.1073/pnas.1804597116.

SCOPE: Sequential Causal Optimization of Process Interventions Proceedings of the National Academy of Sciences116(2017).https://doi.org/10.1073/pnas.1804597116

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:56.707521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a2f03d2-f3ac-45e9-95e4-c512dd81c94f · outbound

This paper cites In: 2020 2nd International Conference on Process Mining (2020).

SCOPE: Sequential Causal Optimization of Process Interventions In: 2020 2nd International Conference on Process Mining (2020)

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:56.804051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2599b296-094d-424f-b830-15d8c01c0f85 · outbound

This paper cites Emerging Themes in Epidemiology15(2018).

SCOPE: Sequential Causal Optimization of Process Interventions Emerging Themes in Epidemiology15(2018)

Reference 19

Resolution: verified exact; doi, observed 2026-08-03T15:24:02.048347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 15056abf-69cb-43e7-a06a-74f28546cf96 · outbound

This paper cites Journal of Educational Psychology66(5), 688–701 (1974).

SCOPE: Sequential Causal Optimization of Process Interventions Journal of Educational Psychology66(5), 688–701 (1974)

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:56.990277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 539eb57c-b546-481f-946e-af56abd2b303 · outbound

This paper cites Statistical Science29(4), 640–661 (Nov 2014).https://doi.org/10.1214/13-STS450.

SCOPE: Sequential Causal Optimization of Process Interventions Statistical Science29(4), 640–661 (Nov 2014).https://doi.org/10.1214/13-STS450

Reference 21

Resolution: verified exact; doi, observed 2026-08-03T15:24:01.860007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d994cea7-64d8-4c69-9bf0-8dda9844ad2a · outbound

This paper cites Estimating individual treatment effect: generalization bounds and algorithms.

SCOPE: Sequential Causal Optimization of Process Interventions Estimating individual treatment effect: generalization bounds and algorithms

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:57.168587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa7b4e1f-b443-458b-bb9d-d3cddaf33b6d · outbound

This paper cites Künstliche Intelligenz 39, 119–140 (2025).https://doi.org/10.1007/s13218-024-00881-6, https://doi.org/10.1007/s13218-024-00881-6.

SCOPE: Sequential Causal Optimization of Process Interventions Künstliche Intelligenz 39, 119–140 (2025).https://doi.org/10.1007/s13218-024-00881-6, https://doi.org/10.1007/s13218-024-00881-6

Reference 23

Resolution: verified exact; doi, observed 2026-08-03T15:24:01.702843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ed10e22e-38ad-482a-9837-a0725004a2da · outbound

This paper cites Intervening With Confidence: Conformal Prescriptive Monitoring of Business Processes.

SCOPE: Sequential Causal Optimization of Process Interventions Intervening With Confidence: Conformal Prescriptive Monitoring of Business Processes

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:57.369217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c5586fb-9180-4dac-8fc0-34882da60636 · outbound

This paper cites In: Process Mining Workshops.

SCOPE: Sequential Causal Optimization of Process Interventions In: Process Mining Workshops

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:57.440128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8642c153-7754-4d9d-ae35-5552b1a18f3b · outbound

This paper cites Data & Knowledge Engineering (2025).

SCOPE: Sequential Causal Optimization of Process Interventions Data & Knowledge Engineering (2025)

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:57.487615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d4ccf5b-40b4-474d-96e6-38fd84c4167e · outbound

This paper cites In: Business Process Management Forum.

SCOPE: Sequential Causal Optimization of Process Interventions In: Business Process Management Forum

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:57.621547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f020c815-30b7-4bab-8b36-4386850ff9d2 · outbound

This paper cites ACM Trans.

SCOPE: Sequential Causal Optimization of Process Interventions ACM Trans

Reference 28

Resolution: verified exact; doi, observed 2026-08-03T15:24:01.423273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9c797daf-ffee-432d-a564-ac7b23f4211d · outbound

This paper cites In: Business Process Management Forum.

SCOPE: Sequential Causal Optimization of Process Interventions In: Business Process Management Forum

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:57.816957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56044ec9-3b50-4e35-b3a6-74e6bc674fb0 · outbound

This paper cites reinforcement learning.

SCOPE: Sequential Causal Optimization of Process Interventions reinforcement learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T15:18:57.891447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06a76c53-ec61-41a0-bb26-34b23a7aeaeb · outbound

This paper cites Annals of Applied Statistics 19(2), 1426–1447 (June 2025).https://doi.org/10.1214/24-AOAS1984, https://doi.org/10.1214/24-AOAS1984.

SCOPE: Sequential Causal Optimization of Process Interventions Annals of Applied Statistics 19(2), 1426–1447 (June 2025).https://doi.org/10.1214/24-AOAS1984, https://doi.org/10.1214/24-AOAS1984

Reference 31

Resolution: verified exact; doi, observed 2026-08-03T15:24:01.155006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e30ea342-6cee-43a6-a7d2-4372a51ef8c2 · outbound

This paper cites Biometrics74(3), 891–899 (September 2018).https://doi.org/10.1111/biom.12836, https://doi.org/10.1111/biom.12836, epub 2017 Dec 11, PMID: 29228509.

SCOPE: Sequential Causal Optimization of Process Interventions Biometrics74(3), 891–899 (September 2018).https://doi.org/10.1111/biom.12836, https://doi.org/10.1111/biom.12836, epub 2017 Dec 11, PMID: 29228509

Reference 32

Resolution: verified exact; doi, observed 2026-08-03T15:24:00.905736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

No inbound Pith citation observations are available.