Paper Citation Record · LEDGER

SIRUS: Stable and Interpretable RUle Set for Classification

As of 21 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:1908.06852.

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

pith.paper-citation-record.v1
1908.06852 v5

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T12:39:47.746052Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

50 of 50 outbound references displayed

verified exact3
verified fuzzy29
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a342151d-b3e6-4e19-970d-b33ba4c975cf · outbound

This paper cites Alelyani, Z.

SIRUS: Stable and Interpretable RUle Set for Classification Alelyani, Z

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.732627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 78d1ca26-edde-4bf5-9752-84c86590ae9f · outbound

This paper cites Biau and E.

SIRUS: Stable and Interpretable RUle Set for Classification Biau and E

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.716201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 65bfc9f0-4daf-497f-8823-e31291538326 · outbound

This paper cites Boulesteix and M.

SIRUS: Stable and Interpretable RUle Set for Classification Boulesteix and M

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.701313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation efec6649-7d43-465d-bbdc-8e9d568c449a · outbound

This paper cites Bousquet and A.

SIRUS: Stable and Interpretable RUle Set for Classification Bousquet and A

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.685894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d5700643-6268-46cb-b559-db1d3efa103f · outbound

This paper cites an unresolved cited work.

SIRUS: Stable and Interpretable RUle Set for Classification Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:39:48.670598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d419abf6-971c-4e80-bccf-3c9ea58d95f2 · outbound

This paper cites an unresolved cited work.

SIRUS: Stable and Interpretable RUle Set for Classification Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:39:48.655017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bb062c78-1a77-40d1-b9a9-c1b818d39ee2 · outbound

This paper cites an unresolved cited work.

SIRUS: Stable and Interpretable RUle Set for Classification Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:39:48.639259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b77069ae-523f-4dd9-8fd2-a6128068043e · outbound

This paper cites an unresolved cited work.

SIRUS: Stable and Interpretable RUle Set for Classification Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:39:48.623772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 71fa085d-565f-4e6d-9a66-ea31b27a60e8 · outbound

This paper cites Breiman, J.H.

SIRUS: Stable and Interpretable RUle Set for Classification Breiman, J.H

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.607402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 52dd39d2-eaa8-495d-aa0d-a6162d887a6c · outbound

This paper cites Chao, R.L.

SIRUS: Stable and Interpretable RUle Set for Classification Chao, R.L

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.591301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4db27fa7-f90b-41b7-a7ef-4113cd6f3081 · outbound

This paper cites Clark and T.

SIRUS: Stable and Interpretable RUle Set for Classification Clark and T

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.573095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7a49c3f4-9169-4473-b530-713d013129e3 · outbound

This paper cites an unresolved cited work.

SIRUS: Stable and Interpretable RUle Set for Classification Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:39:48.556924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 472be331-a006-4468-b771-2b9c8b5baa16 · outbound

This paper cites Cohen and Y.

SIRUS: Stable and Interpretable RUle Set for Classification Cohen and Y

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.540469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e4983406-0640-47a8-b155-859046d46a1e · outbound

This paper cites Dembczy \'n ski, W.

SIRUS: Stable and Interpretable RUle Set for Classification Dembczy \'n ski, W

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.524393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2b04e5c2-80cc-453c-a2d3-526e8d8a9b34 · outbound

This paper cites Devroye and T.

SIRUS: Stable and Interpretable RUle Set for Classification Devroye and T

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.505828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4ba1712e-d7b9-432a-bf2c-8fe9a1b9828d · outbound

This paper cites Towards A Rigorous Science of Interpretable Machine Learning.

SIRUS: Stable and Interpretable RUle Set for Classification Towards A Rigorous Science of Interpretable Machine Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-14T12:39:47.567724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0a761e1-a501-4a2b-b666-db713f1b9262 · outbound

This paper cites UCI machine learning repository, 2017.

SIRUS: Stable and Interpretable RUle Set for Classification UCI machine learning repository, 2017

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-14T12:39:47.573045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ac67fd4-5e35-4123-b04e-5eba4084a0a1 · outbound

This paper cites Fitting Prediction Rule Ensembles with R Package pre.

SIRUS: Stable and Interpretable RUle Set for Classification Fitting Prediction Rule Ensembles with R Package pre

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-14T12:39:48.015562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fb5e0763-eb1d-48f6-aa98-c12828a690ac · outbound

This paper cites Generating accurate rule sets without global optimization.

SIRUS: Stable and Interpretable RUle Set for Classification Generating accurate rule sets without global optimization

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.478520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2b26fc45-43e4-49ec-ae4d-7ca756dde3bd · outbound

This paper cites an unresolved cited work.

SIRUS: Stable and Interpretable RUle Set for Classification Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:39:48.462675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a5a761ad-f2e3-49bb-a15e-f4ca439083f9 · outbound

This paper cites Friedman, B.E.

SIRUS: Stable and Interpretable RUle Set for Classification Friedman, B.E

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.446458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c8e78062-c411-4de9-aba6-516e663f0b60 · outbound

This paper cites F \"u rnkranz and G.

SIRUS: Stable and Interpretable RUle Set for Classification F \"u rnkranz and G

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.429642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b413c35d-9469-4ec9-892d-89326f1fa67a · outbound

This paper cites He and W.

SIRUS: Stable and Interpretable RUle Set for Classification He and W

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.412458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 470aea0d-a1c0-46bd-be41-fe9876914739 · outbound

This paper cites Signed iterative random forests to identify enhancer-associated transcription factor binding.

SIRUS: Stable and Interpretable RUle Set for Classification Signed iterative random forests to identify enhancer-associated transcription factor binding

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-14T12:39:47.988447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d7983297-f985-411c-bacd-77f01819f5ad · outbound

This paper cites an unresolved cited work.

SIRUS: Stable and Interpretable RUle Set for Classification Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:39:48.396731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e5a1c01f-f49d-4844-a406-4d1962201012 · outbound

This paper cites Letham, C.

SIRUS: Stable and Interpretable RUle Set for Classification Letham, C

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.380677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b1b8758d-2130-4f5f-8574-f25ce9722ee9 · outbound

This paper cites The Mythos of Model Interpretability.

SIRUS: Stable and Interpretable RUle Set for Classification The Mythos of Model Interpretability

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-14T12:39:47.627553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3b553f0-f64e-43f0-947f-d2a2ac660afe · outbound

This paper cites Meinshausen.

SIRUS: Stable and Interpretable RUle Set for Classification Meinshausen

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.364768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9d3f6ecd-9545-492a-85b2-9505ee465f78 · outbound

This paper cites Meinshausen.

SIRUS: Stable and Interpretable RUle Set for Classification Meinshausen

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.348259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fcf937eb-54ff-47c3-aa20-4fc3dec853c0 · outbound

This paper cites Mentch and G.

SIRUS: Stable and Interpretable RUle Set for Classification Mentch and G

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.332458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b56b84a5-a950-425a-b1b4-4bc0e0ff95a6 · outbound

This paper cites Michalski.

SIRUS: Stable and Interpretable RUle Set for Classification Michalski

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.315872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 454bf541-2fe8-4aa2-90f9-de50016c98a3 · outbound

This paper cites Interpretable machine learning: definitions, methods, and applications.

SIRUS: Stable and Interpretable RUle Set for Classification Interpretable machine learning: definitions, methods, and applications

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-14T12:39:47.653697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 973789a5-753e-4695-abd6-f9af5dbd8110 · outbound

This paper cites an unresolved cited work.

SIRUS: Stable and Interpretable RUle Set for Classification Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:39:48.299940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e9319fe1-2ef9-4b83-aebc-92d228527d59 · outbound

This paper cites Ribeiro, S.

SIRUS: Stable and Interpretable RUle Set for Classification Ribeiro, S

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.281597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 12f10c32-d8c2-4110-b40c-5614c4572e39 · outbound

This paper cites an unresolved cited work.

SIRUS: Stable and Interpretable RUle Set for Classification Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:39:48.266743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2ada7641-e9b8-4956-921b-829c1c973d7a · outbound

This paper cites Rogers and T.J.

SIRUS: Stable and Interpretable RUle Set for Classification Rogers and T.J

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.246285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e47dbb16-4411-4c90-bf4f-f1d2b137a950 · outbound

This paper cites Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead.

SIRUS: Stable and Interpretable RUle Set for Classification Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-14T12:39:47.679201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9392b490-4e12-4cfa-9e13-ef291992a154 · outbound

This paper cites u ping. Learning interpretable models. PhD thesis, Universit \.

SIRUS: Stable and Interpretable RUle Set for Classification u ping. Learning interpretable models. PhD thesis, Universit \

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.229052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d7cbb02a-5d37-413b-a2d1-b901988b586c · outbound

This paper cites Therneau, B.

SIRUS: Stable and Interpretable RUle Set for Classification Therneau, B

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.208940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0c0d2a72-458a-418b-bb53-ea6181182639 · outbound

This paper cites an unresolved cited work.

SIRUS: Stable and Interpretable RUle Set for Classification Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:39:48.191493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2ba060a2-0826-458c-9ce9-47829f2f8c23 · outbound

This paper cites Weiss and N.

SIRUS: Stable and Interpretable RUle Set for Classification Weiss and N

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.175472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 634d4997-6fb3-4bfe-8b9a-43580e50feb5 · outbound

This paper cites ranger: A fast implementation of random forests for high dimensional data in c++ and r.

SIRUS: Stable and Interpretable RUle Set for Classification ranger: A fast implementation of random forests for high dimensional data in c++ and r

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.159461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0c7a6eec-cf2d-4503-9a30-b68d5aac23b8 · outbound

This paper cites an unresolved cited work.

SIRUS: Stable and Interpretable RUle Set for Classification Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:39:48.139276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4272e866-261c-4411-b0ef-1242368d5a31 · outbound

This paper cites an unresolved cited work.

SIRUS: Stable and Interpretable RUle Set for Classification Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:39:48.120126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a86b159b-f252-4214-bf09-d653cc0487cd · outbound

This paper cites Veridical Data Science.

SIRUS: Stable and Interpretable RUle Set for Classification Veridical Data Science

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-08-14T12:39:47.913213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 974d2f9c-e192-4a20-be5b-a2bf9829f95e · outbound

This paper cites Zucknick, S.

SIRUS: Stable and Interpretable RUle Set for Classification Zucknick, S

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.101884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2ed80fc6-e4cb-4f81-a77b-c255df6fcb90 · outbound

This paper cites Cvitkovi \'c , A.-S.

SIRUS: Stable and Interpretable RUle Set for Classification Cvitkovi \'c , A.-S

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.085095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e64d8028-a573-4fe1-90b3-983926d6b9a0 · outbound

This paper cites Hoeffding.

SIRUS: Stable and Interpretable RUle Set for Classification Hoeffding

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-14T12:39:47.735741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17ff2569-646c-4c82-9b4e-d746131778ed · outbound

This paper cites Olver, D.W.

SIRUS: Stable and Interpretable RUle Set for Classification Olver, D.W

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.069070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d9998f4a-0bb5-4bed-979b-574ab27a532e · outbound

This paper cites Serfling.

SIRUS: Stable and Interpretable RUle Set for Classification Serfling

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:39:48.052538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.