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Paper Citation Record · LEDGER

Software Engineering Principles for Fairer Systems: Experiments with GroupCART

As of 19 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2504.12587.

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

pith.paper-citation-record.v1
2504.12587 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:35:10.548079Z

measured 66 of 66 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

66 of 66 outbound references displayed

  • verified exact0
  • verified fuzzy46
  • unresolved20
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9184b0a5-8aa7-48d0-834d-63727910c8e0 · outbound

This paper cites URL http://mlr.cs.umass.edu/ml/datasets/ Adult.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART URL http://mlr.cs.umass.edu/ml/datasets/ Adult

Reference 1

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raw_fallback, observed 2026-08-16T12:35:12.011253Z

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.

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Observation 288eb032-f63c-4afb-99e2-255a8cdb9345 · outbound

This paper cites URL https://archive.ics.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART URL https://archive.ics

Reference 2

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raw_fallback, observed 2026-08-16T12:35:11.996172Z

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.

source=pdf_text observed=2026-08-16T12:35:10.252005Z digest=sha256:2087ef32066d7c80738ed901bcd8606ab5af05221d7a4d59e9be4fcf6bdf150a

Observation 414c5253-a627-441a-9c9c-bcefa2eda020 · outbound

This paper cites URL https://archive.ics.uci.edu/ml/ datasets/Heart+Disease.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART URL https://archive.ics.uci.edu/ml/ datasets/Heart+Disease

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.981169Z

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.

source=pdf_text observed=2026-08-16T12:35:10.257483Z digest=sha256:edd4e7945ff23b6916b7e2b92005d75c40c844b65f5671215954d868c3f1bd35

Observation 8219a8fe-cab6-4b34-8d85-9b3157a781ba · outbound

This paper cites URL https://meps.ahrq.gov/ mepsweb/.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART URL https://meps.ahrq.gov/ mepsweb/

Reference 4

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raw_fallback, observed 2026-08-16T12:35:11.966100Z

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.

source=pdf_text observed=2026-08-16T12:35:10.262412Z digest=sha256:947536a3cae11b65f739318e64abd37b90cb99eba9216e0c4f2c674c26f75351

Observation 59ff0cf5-7dfe-4abb-bf22-c077c4a349ae · outbound

This paper cites URL https://github.com/ propublica/compas-analysis.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART URL https://github.com/ propublica/compas-analysis

Reference 5

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raw_fallback, observed 2026-08-16T12:35:11.951342Z

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.

source=pdf_text observed=2026-08-16T12:35:10.267338Z digest=sha256:c3b873a662318ca3794499789f05cece2ba964388ca0e0c66f5771e1af02e564

Observation bb91f439-9be1-427d-a716-6b3c64581f4d · outbound

This paper cites URL https://www.kaggle.com/c/ bank-marketing-uci.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART URL https://www.kaggle.com/c/ bank-marketing-uci

Reference 6

Resolution
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raw_fallback, observed 2026-08-16T12:35:11.936161Z

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.

source=pdf_text observed=2026-08-16T12:35:10.272228Z digest=sha256:48c14fbd558af3be730ef89f59ffc530f10e1722658f28b9df799ebc80d44fac

Observation 672c05fa-6adb-4573-9508-91cb0c703996 · outbound

This paper cites URL http://tiny.cc/5v6nzz.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART URL http://tiny.cc/5v6nzz

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.920837Z

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.

source=pdf_text observed=2026-08-16T12:35:10.277496Z digest=sha256:4aa73023d70fe5096a0d1dead9fd023fc3bf09fac83d306bffef4101e962b91f

Observation 2d668dd8-f192-4cce-8147-dd0912ad6fc5 · outbound

This paper cites URLhttps: //www.microsoft.com/en-us/research/group/fate/.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART URLhttps: //www.microsoft.com/en-us/research/group/fate/

Reference 8

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raw_fallback, observed 2026-08-16T12:35:11.905540Z

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.

source=pdf_text observed=2026-08-16T12:35:10.282152Z digest=sha256:e89bef4cc2b5ed358f94661380d45b2e3ca5c6a046d6e6a0f110eb55338ba6a5

Observation 3ae4c775-37dc-4153-a937-515da979a0fb · outbound

This paper cites URL https://2019.ase-conferences.org/home/ explain-2019.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART URL https://2019.ase-conferences.org/home/ explain-2019

Reference 9

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raw_fallback, observed 2026-08-16T12:35:11.889870Z

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.

source=pdf_text observed=2026-08-16T12:35:10.286936Z digest=sha256:01cccc7e5f74ac49355214e5b1a6b9f17b5367ebca7d06016992fb899441bacc

Observation 97cc854d-0ce2-4112-85a7-47790e08104d · outbound

This paper cites URL https://fatconference.org/.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART URL https://fatconference.org/

Reference 10

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raw_fallback, observed 2026-08-16T12:35:11.873950Z

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.

source=pdf_text observed=2026-08-16T12:35:10.291480Z digest=sha256:799909b3335a104a9ef2724ee9f5b5911f7f3fcae1589b42e8365bd509a828d6

Observation ff7918ba-b5b4-4e98-9213-044c1136303f · outbound

This paper cites In: International conference on machine learning, PMLR, pp 60–69.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART In: International conference on machine learning, PMLR, pp 60–69

Reference 11

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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.

source=pdf_text observed=2026-08-16T12:35:10.296224Z digest=sha256:f429b92d28cb8e14d6bdbf2f0d87940f89e55220e79a8e6d088c59eafb4a5b8f

Observation 85720e76-d96b-4f4d-962f-dc451f501ce6 · outbound

This paper cites In: Proceedings of the AAAI confer- ence on artificial intelligence, vol 33, pp 1418–1426.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART In: Proceedings of the AAAI confer- ence on artificial intelligence, vol 33, pp 1418–1426

Reference 12

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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.

source=pdf_text observed=2026-08-16T12:35:10.301429Z digest=sha256:960b53c11518ab0f6155971ed4ac0faf9b94d8a680cb99db1a3469342778dd83

Observation 65a2be6a-a524-425e-9807-354b0087b46b · outbound

This paper cites an unresolved cited work.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:35:11.826997Z

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.

source=pdf_text observed=2026-08-16T12:35:10.306454Z digest=sha256:5b0542a8ba17fc31dec643726041568213d5d6df550bbb503d6b5824db07dd7a

Observation e94144a0-7d0e-4059-a144-9a418f4b3116 · outbound

This paper cites (2018) Ai fairness 360: An extensible toolkit for detecting, understanding, and mitigating unwanted algorithmic bias.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART (2018) Ai fairness 360: An extensible toolkit for detecting, understanding, and mitigating unwanted algorithmic bias

Reference 14

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raw_fallback, observed 2026-08-16T12:35:11.809759Z

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.

source=pdf_text observed=2026-08-16T12:35:10.311245Z digest=sha256:5dd4c46a8de71f38abe94f575b7bcf6471752f5cee0e7401ac3ba1d8498c985d

Observation 63667084-3693-4031-9b61-34f5ab9ecef4 · outbound

This paper cites In: 2019 IEEE 31st International conference on tools with artificial intelligence (ICTAI), IEEE, pp 1810–1814.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART In: 2019 IEEE 31st International conference on tools with artificial intelligence (ICTAI), IEEE, pp 1810–1814

Reference 15

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raw_fallback, observed 2026-08-16T12:35:11.794570Z

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.

source=pdf_text observed=2026-08-16T12:35:10.315815Z digest=sha256:936fed105445b3fc0c7fe0a6a5241eed05fc63dd1391c2ffeaf1659fe12673d8

Observation 43fd45c3-6b1d-4fca-864b-05d1931c47ea · outbound

This paper cites Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering DOI 10.1145/3368089.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering DOI 10.1145/3368089

Reference 16

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no resolver link, observed 2026-08-16T12:35:10.320295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:10.320295Z digest=sha256:e9b52504ecec99fae5f81171c7391d11496ef367c250ef84135478a3d9c6a187

Observation 864017ea-ad6e-47f6-8522-6ec348f68e61 · outbound

This paper cites an unresolved cited work.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Unresolved cited work

Reference 17

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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.

source=pdf_text observed=2026-08-16T12:35:10.324732Z digest=sha256:0b6400746212e25565c1860a79a73e145c083d7b35aee4bea6f8e8cec6907ac6

Observation a8919e4e-3496-46b2-9a6f-cc35e0457917 · outbound

This paper cites Software Engineering for Fairness: A Case Study with Hyperparameter Optimization.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Software Engineering for Fairness: A Case Study with Hyperparameter Optimization

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:10.329139Z digest=sha256:f0715ccb0b455c347ab563fcb061e32c89e0951325ea1118b374aac4479f6c0a

Observation cf9aeb18-6954-4984-a235-e5e65afd5a65 · outbound

This paper cites an unresolved cited work.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Unresolved cited work

Reference 19

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:10.334342Z digest=sha256:73a504f22bdb785b09c5615f513b31056196dc8409b809351fa658d4775c196c

Observation 4097a5ce-3541-4f29-a1cf-9625c6b80b5a · outbound

This paper cites an unresolved cited work.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Unresolved cited work

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:10.338683Z digest=sha256:7bcc7c562d66bcd3bfe399609fed07a1a6799ce0acfc1e8bc5cce203083a2114

Observation 62b595f1-9875-415d-942c-38f80d1d8272 · outbound

This paper cites an unresolved cited work.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Unresolved cited work

Reference 21

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:10.343489Z digest=sha256:48f32e560e9eda0c03464a7965658c8ca7afeb6855f4fa281f754381df1ae391

Observation 7eb3d07d-dd28-4919-b9fb-b49edc83f0c5 · outbound

This paper cites In: Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, pp 1122–1134.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART In: Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, pp 1122–1134

Reference 22

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raw_fallback, observed 2026-08-16T12:35:11.764368Z

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.

source=pdf_text observed=2026-08-16T12:35:10.348043Z digest=sha256:b6d4077beb76c5055c1a6ce2d8cbe91a7fca4f46faaff0a3f904e634fef937ac

Observation 0991506c-a73c-4bca-a330-e61a9f5343fe · outbound

This paper cites ACM Trans Softw Eng Methodol 32(4), DOI 10.1145/3583561, URL https://doi.org/ 10.1145/3583561.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART ACM Trans Softw Eng Methodol 32(4), DOI 10.1145/3583561, URL https://doi.org/ 10.1145/3583561

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:10.352603Z digest=sha256:e43c163774139d556bc8cc24ed732cd7bba093b7fbe22ce82c5149879bcdd5c3

Observation b7008a3d-51d6-423d-b34d-5b745f4b536f · outbound

This paper cites ACM Trans Softw Eng Methodol 33(5), DOI 10.1145/3652155, URL https://doi.org/10.1145/3652155.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART ACM Trans Softw Eng Methodol 33(5), DOI 10.1145/3652155, URL https://doi.org/10.1145/3652155

Reference 24

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no resolver link, observed 2026-08-16T12:35:10.357328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:10.357328Z digest=sha256:32b5216a2b88182e63e5d3001830d3f7a199cea4d3e71f64bbb73b70ebd1a86d

Observation 44611147-f4e0-4189-8d02-54e4acd2336a · outbound

This paper cites Publications Office, DOI doi/10.2759/177365.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Publications Office, DOI doi/10.2759/177365

Reference 25

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no resolver link, observed 2026-08-16T12:35:10.361908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:10.361908Z digest=sha256:b3ee885dbd1f7bd9738ee65d3f276074fe994575a2a5e85b5847adc22d52e663

Observation 31600062-f9fa-4e11-a66f-7f81aaaeceb6 · outbound

This paper cites In: 2021 IEEE International Conference on Data Mining (ICDM), IEEE, pp 1036–1041.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART In: 2021 IEEE International Conference on Data Mining (ICDM), IEEE, pp 1036–1041

Reference 26

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raw_fallback, observed 2026-08-16T12:35:11.749375Z

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.

source=pdf_text observed=2026-08-16T12:35:10.366941Z digest=sha256:9f59a3d8970543445548f8eacf79e3a24845adbf925628a5c09fb53dd3be9376

Observation bbd79e25-0d77-44b8-ac26-8f6dd2036221 · outbound

This paper cites IEEE transactions on evolutionary computation 6(2):182–197.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART IEEE transactions on evolutionary computation 6(2):182–197

Reference 27

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no resolver link, observed 2026-08-16T12:35:10.371664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:10.371664Z digest=sha256:0e89eec8ca838122161365a96f01490fe98a1577a543d35a5b43d697422e46df

Observation 0fd515ad-fc86-4a07-8f28-7a887df64843 · outbound

This paper cites In: proceedings of the 21th ACM SIGKDD international conference on knowledge discovery and data min- ing, pp 259–268 26 Kewen Peng et al.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART In: proceedings of the 21th ACM SIGKDD international conference on knowledge discovery and data min- ing, pp 259–268 26 Kewen Peng et al

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.724968Z

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.

source=pdf_text observed=2026-08-16T12:35:10.376028Z digest=sha256:80ef07369a0940d5217cab49c5e34cca66a40f99e85be1f58cda06c82dab3a4a

Observation b3baae21-d6a8-4717-9e0b-fcf3c6f8009f · outbound

This paper cites it’s actually not that clear.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART it’s actually not that clear

Reference 29

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verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.710382Z

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.

source=pdf_text observed=2026-08-16T12:35:10.381020Z digest=sha256:343b53679fa3eacbb0644e483d318f943ac8a7b89e3c639b017c74235c21e9f6

Observation ec7cf382-1b71-4000-a414-58f35c8119e6 · outbound

This paper cites Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering - ESEC/FSE 2017 DOI 10.1145/3106237.3106277, URL http://dx.doi.org/10.1145/3106237.3106277.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering - ESEC/FSE 2017 DOI 10.1145/3106237.3106277, URL http://dx.doi.org/10.1145/3106237.3106277

Reference 30

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no resolver link, observed 2026-08-16T12:35:10.385519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:10.385519Z digest=sha256:eb9cff15e27b39c3b851c494996770a33419a5a4fbb9b413aa998d8ef5730a80

Observation fb89e898-0797-43f7-bf37-e3622aa2776f · outbound

This paper cites In: 2023 IEEE/ACM 45th Inter- national Conference on Software Engineering (ICSE), pp 1533–1545, DOI 10.1109/ICSE48619.2023.00133.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART In: 2023 IEEE/ACM 45th Inter- national Conference on Software Engineering (ICSE), pp 1533–1545, DOI 10.1109/ICSE48619.2023.00133

Reference 31

Resolution
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no resolver link, observed 2026-08-16T12:35:10.390059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:10.390059Z digest=sha256:c42382a06a977d1e158f15fe17f5061b10d8f481224460c961f4849bd6e879b5

Observation 5ee86ddd-d199-42b7-95c3-dc925fae0577 · outbound

This paper cites In: Proceedings of the 2022 ACM Conference on Fair- ness, Accountability, and Transparency, pp 1905–1916.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART In: Proceedings of the 2022 ACM Conference on Fair- ness, Accountability, and Transparency, pp 1905–1916

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.696055Z

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.

source=pdf_text observed=2026-08-16T12:35:10.394620Z digest=sha256:a6fa174cebb048cd88ad30560a8502e05cc2a98f18bf5341945c1d4e3f5ea5bc

Observation fc8aca61-1141-4ebc-80d5-bc304abbdc91 · outbound

This paper cites arXiv preprint arXiv:170610208.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART arXiv preprint arXiv:170610208

Reference 33

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raw_fallback, observed 2026-08-16T12:35:11.681494Z

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.

source=pdf_text observed=2026-08-16T12:35:10.399326Z digest=sha256:542b62152128721dc22c68fb9fdb9cce403502f05d0015d22425812e01c61f98

Observation 010e9582-cadc-410d-9f53-72bc3c22d305 · outbound

This paper cites Equality of Opportunity in Supervised Learning.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Equality of Opportunity in Supervised Learning

Reference 34

Resolution
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no resolver link, observed 2026-08-16T12:35:10.403716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:10.403716Z digest=sha256:7f885d83ee1108c2f6bea17d013f4d50de6700de63ec11cb5040f4853ce9e7b0

Observation c71357b1-ea4a-4fe8-a4ce-dfe750f59331 · outbound

This paper cites In: annual meeting of the American Educational Research Association, pp 1–30.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART In: annual meeting of the American Educational Research Association, pp 1–30

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.666890Z

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.

source=pdf_text observed=2026-08-16T12:35:10.408868Z digest=sha256:4ab931e2ba6f71b0cea3205887e8e0be33371e0c7c03c4bb69f1baa54604a2e7

Observation da06fd2e-9bd8-452a-aa3f-08c593fde110 · outbound

This paper cites Scientific american 267(1):66–73.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Scientific american 267(1):66–73

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.652372Z

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.

source=pdf_text observed=2026-08-16T12:35:10.413520Z digest=sha256:7b4c720245fd39e09ed758ff0b434f6136123951fa93b88c846b328788f3e174

Observation 7b190726-f47b-430c-bf53-c9910e8d1a65 · outbound

This paper cites Empirical Software En- gineering 29(1):36.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Empirical Software En- gineering 29(1):36

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.638094Z

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.

source=pdf_text observed=2026-08-16T12:35:10.417948Z digest=sha256:aa0ea5b60f7afaae90d347d542b23ff6ae76224bcd178fd7a7e58b1843b062b4

Observation a9cf10c9-0db8-41be-8222-cb0b13747c5f · outbound

This paper cites Knowledge and Information Systems 33(1):1–33.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Knowledge and Information Systems 33(1):1–33

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.623855Z

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.

source=pdf_text observed=2026-08-16T12:35:10.422522Z digest=sha256:6bd721cf8c81085cbd2c576954fda6dbd96f2009f8b2e875925fa245e1cb69a6

Observation 4eab636c-7a2b-4c17-9431-6217bb07c44f · outbound

This paper cites In: 2010 IEEE international conference on data mining, IEEE, pp 869– 874.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART In: 2010 IEEE international conference on data mining, IEEE, pp 869– 874

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.609321Z

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.

source=pdf_text observed=2026-08-16T12:35:10.427064Z digest=sha256:239e72bf9eca681134bcdc9932941242bb87fa88922e07fe8497b02dcee8b6f6

Observation 73cff24d-dcb6-4117-acf7-cfb2512aed8c · outbound

This paper cites Inf Sci DOI 10.1016/j.ins.2017.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Inf Sci DOI 10.1016/j.ins.2017

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:10.431642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:10.431642Z digest=sha256:90fc3c8e56eda866d492d436ecfa98cc8482c0329b196d39a37597460e70967b

Observation e0a7bb38-2d72-4ee0-b92e-b24f14f17cdd · outbound

This paper cites In: Flach PA, De Bie T, Cristianini N (eds) Ma- chine Learning and Knowledge Discovery in Databases, Springer Berlin Heidel- berg, Berlin, Heidelberg, pp 35–50.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART In: Flach PA, De Bie T, Cristianini N (eds) Ma- chine Learning and Knowledge Discovery in Databases, Springer Berlin Heidel- berg, Berlin, Heidelberg, pp 35–50

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.594932Z

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.

source=pdf_text observed=2026-08-16T12:35:10.436225Z digest=sha256:d91216676b33ead91e7bc16a74199640991b32edc1d5dde4d0f5914922d7cf2f

Observation 134f3c0f-fef1-497c-b238-71e2457b5b34 · outbound

This paper cites Evolutionary computation.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Evolutionary computation

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.579499Z

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.

source=pdf_text observed=2026-08-16T12:35:10.440876Z digest=sha256:78d824274aec9eb4fafa3469865f2c70cd958c033753bfcc26d5b48f45bec6c7

Observation 6576fb83-3e7a-4c53-9e60-c486c997981c · outbound

This paper cites an unresolved cited work.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:10.445697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:10.445697Z digest=sha256:c6bafb415f4eef2c3d2330fe3ee56ffd556f55cf5cb9f37cf036280003114443

Observation 11f88423-5187-4dbd-a689-52eed6d816d0 · outbound

This paper cites Universitas Psychologica 10(2):545–555.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Universitas Psychologica 10(2):545–555

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.564966Z

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.

source=pdf_text observed=2026-08-16T12:35:10.450179Z digest=sha256:0325e619433443df657ade7b478673eb2531de12c2d3d3e7f727eb2687a67aab

Observation 22140fc9-7a48-4cec-8a36-0879d1504431 · outbound

This paper cites IEEE Transactions on software engineering 39(6):822–834.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART IEEE Transactions on software engineering 39(6):822–834

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.550506Z

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.

source=pdf_text observed=2026-08-16T12:35:10.454617Z digest=sha256:29fa174c6bf41ec5f15be7da6bbe5f672e766d55a1f12195cc55c2e4d221c75e

Observation 473f6951-9651-4474-aaef-d7dd6950258b · outbound

This paper cites Morgan Kaufmann.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Morgan Kaufmann

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.535442Z

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.

source=pdf_text observed=2026-08-16T12:35:10.458905Z digest=sha256:14daa262b0877d15c6603c5c480195f2c34ef6f17ee09678a562c69ded406d5d

Observation 47aa594d-38ee-420a-856b-822727b357cb · outbound

This paper cites IEEE Transactions on soft- ware engineering 39(4):537–551.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART IEEE Transactions on soft- ware engineering 39(4):537–551

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.521163Z

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.

source=pdf_text observed=2026-08-16T12:35:10.463135Z digest=sha256:d65458e6daa602f352971b4627f0aa4b6f7ae3cd9e81717e14f6e56345d4bb90

Observation f665d940-ea86-4391-a82c-305dd6f5995e · outbound

This paper cites IEEE Transactions on Software Engineering 46(7):794–811.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART IEEE Transactions on Software Engineering 46(7):794–811

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.506264Z

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.

source=pdf_text observed=2026-08-16T12:35:10.467474Z digest=sha256:495eb1b4986b35d01fdc195c527de60aabc66de0906b092628575856bfd0fc1e

Observation 39452f69-856a-4ce1-9a4a-335558c095a6 · outbound

This paper cites an unresolved cited work.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-16T12:35:11.491414Z

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.

source=pdf_text observed=2026-08-16T12:35:10.471710Z digest=sha256:2d19ff087ba3d72ab82cfe7ccf5dcd96487f70bcd357a8928ee43a6c0fc8b836

Observation 8bbbd52c-f44a-4833-9c03-75bef608c056 · outbound

This paper cites IEEE Transactions on Software Engi- neering.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART IEEE Transactions on Software Engi- neering

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.476912Z

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.

source=pdf_text observed=2026-08-16T12:35:10.476152Z digest=sha256:bf33f3c1ab98fad570b18a5864210b4fd8dd547774e3a487c204c6409cb46e7b

Observation 5916addb-83f3-4667-a255-35d1031812ff · outbound

This paper cites Empirical Software Engineer- ing 28(3):61.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Empirical Software Engineer- ing 28(3):61

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.461905Z

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.

source=pdf_text observed=2026-08-16T12:35:10.480681Z digest=sha256:49400e222596d7cc3075f38d81d2388fc28e352a9badd691fe04e26dc39be9cb

Observation 3749b41d-775b-4c07-ab16-0741ecdcf950 · outbound

This paper cites arXiv preprint arXiv:170902012.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART arXiv preprint arXiv:170902012

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.447068Z

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.

source=pdf_text observed=2026-08-16T12:35:10.484967Z digest=sha256:4a448e5da988fb4ac2a7dded0f8b3ac27904eb71121272eeedbdb099c764ebf7

Observation 0a87a25d-1cd3-41d6-8d51-2afdb20e3a1e · outbound

This paper cites In: Proceedings of the 30th ACM International Con- ference on Information & Knowledge Management, pp 1508–1517.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART In: Proceedings of the 30th ACM International Con- ference on Information & Knowledge Management, pp 1508–1517

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.432870Z

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.

source=pdf_text observed=2026-08-16T12:35:10.489272Z digest=sha256:1e3ad6019398bb05cd43c310936066ceaee58cc85d0c3a555c9e9e5ff75fa9e9

Observation 7c80c318-6048-4fcc-a564-68a86c5d8f24 · outbound

This paper cites In: 2017 IEEE Canada International Humanitarian Tech- nology Conference (IHTC), IEEE, pp 197–201.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART In: 2017 IEEE Canada International Humanitarian Tech- nology Conference (IHTC), IEEE, pp 197–201

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.417781Z

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.

source=pdf_text observed=2026-08-16T12:35:10.493846Z digest=sha256:83bf68613c38ac336a8c3966ef231c7160ddf43cb0af777fa48b4e666b75e650

Observation 45c5f48e-f91f-43e7-84ed-3f99b3770fc5 · outbound

This paper cites Ars Technica 29.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Ars Technica 29

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.402849Z

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.

source=pdf_text observed=2026-08-16T12:35:10.498656Z digest=sha256:cbf678b751d7df3c7c770ab7552da162c5195eb537e525a211ba750c56d73f65

Observation f0fd4f04-53b8-4090-8b55-b543a8c1a66a · outbound

This paper cites In: Proceedings of the 44th International Confer- ence on Software Engineering, pp 909–920.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART In: Proceedings of the 44th International Confer- ence on Software Engineering, pp 909–920

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.387896Z

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.

source=pdf_text observed=2026-08-16T12:35:10.503202Z digest=sha256:c0a03db2cbdf4b1a1028441584235a6f3e12a7adabe6890b7a0bbc54ce2f0aa7

Observation c996cf94-a08e-4264-b96f-b544f805893e · outbound

This paper cites (2019) Unlocking fairness: a trade-off revisited.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART (2019) Unlocking fairness: a trade-off revisited

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.373263Z

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.

source=pdf_text observed=2026-08-16T12:35:10.507784Z digest=sha256:ce0e8db5c0293fe2d156973ee9e6f07cb96bec2c6f61899ec7a130e4875ddb5e

Observation b9eeb932-95ff-40d2-b887-314bca6eafd8 · outbound

This paper cites arXiv preprint arXiv:180500336.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART arXiv preprint arXiv:180500336

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.357110Z

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.

source=pdf_text observed=2026-08-16T12:35:10.511938Z digest=sha256:d179ed55cc1b1d9b9dec578fa7d3bfb2ad2dff9a71f2554ddb5ff03f16319c10

Observation 915f27ea-1086-4d61-99af-0d567ff85d0f · outbound

This paper cites Proc ACM Softw Eng 1(FSE), DOI 10.1145/3660801, URL https://doi.org/10.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Proc ACM Softw Eng 1(FSE), DOI 10.1145/3660801, URL https://doi.org/10

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:10.516540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:10.516540Z digest=sha256:85c287c5ae6a78389caf009d68fc2447e304a3de685bd4951f7c00079fc1908d

Observation c68d79d2-8c60-4462-b399-1328cc8f12a7 · outbound

This paper cites Expert Systems with Applications 36(2):2473–2480 28 Kewen Peng et al.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Expert Systems with Applications 36(2):2473–2480 28 Kewen Peng et al

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.339496Z

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.

source=pdf_text observed=2026-08-16T12:35:10.521213Z digest=sha256:1c6faec8b2b2d2b900cca9f32111aa5b4df77c701799054bab78ead5ba8a013a

Observation 29a5bf85-d946-4642-bd63-75279683efaa · outbound

This paper cites Mitigating Unwanted Biases with Adversarial Learning.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART Mitigating Unwanted Biases with Adversarial Learning

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:10.525900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:10.525900Z digest=sha256:ddd363dd765c67c2f47e75cdf830d4b3661059c59be7af5ab8a42cc9ee5867f7

Observation 1fb30416-d59d-4a35-84a3-f630fe9386f5 · outbound

This paper cites ignorance and prejudice.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART ignorance and prejudice

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-16T12:35:10.530551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:35:10.530551Z digest=sha256:c8571653e9672d3bad719b3e0830b2c6869bdf463486a300d62a4cb2d24d9ef2

Observation 3a9ae3c4-1eba-439c-864f-15db83ab09ed · outbound

This paper cites In: Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering, pp 949– 960.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART In: Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering, pp 949– 960

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.323712Z

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.

source=pdf_text observed=2026-08-16T12:35:10.535226Z digest=sha256:e4a042ed9f777ecd5c86f6c0bc83656260601cd7a52e40cb3d500a0c6c96db49

Observation 6b4837e2-b418-4400-b2fd-aa823674da23 · outbound

This paper cites arXiv preprint arXiv:190707237.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART arXiv preprint arXiv:190707237

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.307527Z

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.

source=pdf_text observed=2026-08-16T12:35:10.539472Z digest=sha256:ec751f8bdc3fe8aef02e545a16a89b6a423683cf6a4ecd3427740650beb6d464

Observation 27363b57-b5f3-438d-bfd7-0703be940600 · outbound

This paper cites IEEE transactions on Evolutionary Computation 3(4):257–271.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART IEEE transactions on Evolutionary Computation 3(4):257–271

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.291686Z

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.

source=pdf_text observed=2026-08-16T12:35:10.543691Z digest=sha256:30230759f4a0135226f3d94b589027cb1b766d15eff1ed6bb52027acefd46109

Observation 1acba3d1-04d7-43b7-9415-73dcc97b1e5a · outbound

This paper cites TIK-report 103.

Software Engineering Principles for Fairer Systems: Experiments with GroupCART TIK-report 103

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T12:35:11.275065Z

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.

source=pdf_text observed=2026-08-16T12:35:10.548079Z digest=sha256:4e5465def7d8843bcd709e3ea00b2f27cc95f75661e509d595239e560c2b9ae7

Pith citing papers

No inbound Pith citation observations are available.