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Paper Citation Record · LEDGER

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective

As of 12 August 2026, this Paper Citation Record lists 78 of 78 outbound references and 0 inbound Pith citation observations for arXiv:2412.09712.

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

pith.paper-citation-record.v1
2412.09712 v1

Coverage vector

measured 78 of 78 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:53:52.912860Z

measured 78 of 78 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

78 of 78 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1475c418-98d9-41ce-8e2d-524cb519918a · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 1

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This paper cites an unresolved cited work.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 2

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 3

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 4

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 5

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 6

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 7

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This paper cites S., Abreu, P.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective S., Abreu, P

Reference 8

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 9

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This paper cites Data-centric Artificial Intelligence: A Survey.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Data-centric Artificial Intelligence: A Survey

Reference 10

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 11

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 12

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 13

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective One Model Many Scores: Using Multiverse Analysis to Prevent Fairness Hacking and Evaluate the Influence of Model Design Decisions

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This paper cites An Experimental Study on the Rashomon Effect of Balancing Methods in Imbalanced Classification.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective An Experimental Study on the Rashomon Effect of Balancing Methods in Imbalanced Classification

Reference 17

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 18

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective C., Dewi, C., Huang, S

Reference 20

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective P., Lai, K

Reference 21

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Journal of Information and Organizational Sciences , 47(1), pp

Reference 22

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Business & Information Systems Engineering , pp

Reference 23

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective A Data-Centric Approach for Training Deep Neural Networks with Less Data

Reference 24

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective X., Chukova, S

Reference 25

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This paper cites K., & Sharma, R.: Opportunities and challenges in data-centric AI.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective K., & Sharma, R.: Opportunities and challenges in data-centric AI

Reference 26

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 27

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 28

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Reference 29

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective V., Bowyer, K

Reference 30

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective A., Li, S.: ADASYN: Adaptive synthetic sampling approach for imbalanced learning

Reference 31

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 32

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Reference 33

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective C., & Ustun, B

Reference 34

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Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 35

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Source-reported events for the cited work

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Observation 52824c0d-f708-4923-8cec-874b0a49d149 · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 36

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Observation 5929cd81-bfb4-4404-8aa1-c2c1cb4aadc4 · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 37

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Source-reported events for the cited work

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Observation faa45d15-ec7b-4ea7-971a-21d3e6bb1caf · outbound

This paper cites B., & Rudnicki, W.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective B., & Rudnicki, W

Reference 38

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No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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This paper cites an unresolved cited work.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 39

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 42ff979a-f113-4ac4-a68b-eb58a86692a4 · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 40

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 0f71587a-f2b0-4a90-96c6-5b988695711c · outbound

This paper cites an unresolved cited work.

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Reference 41

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 0c768bdf-191e-4e37-84c8-ce289baa2994 · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 42

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 19abdf3d-3a8d-462f-9a9d-60ae5d62f9e2 · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 43

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation ff213bcb-fc5f-4996-8db4-5e2485a2dccf · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 44

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 2098399c-d9c7-48bc-9044-d3d80d51704d · outbound

This paper cites H., Garcia, L.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective H., Garcia, L

Reference 45

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 5be49548-536b-4ef2-8d04-d979a3957de7 · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 46

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 0304262a-b8cc-428a-9b43-60b8919be0cd · outbound

This paper cites Statistic Surveys , 16, pp.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Statistic Surveys , 16, pp

Reference 47

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation fc999e89-f190-4643-88a4-417fafc7a776 · outbound

This paper cites Obser- vational Studies , 7(1), pp.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Obser- vational Studies , 7(1), pp

Reference 48

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 5a8cf253-eb7d-4904-b588-86cfb3886490 · outbound

This paper cites In Proceedings Of The 2022 ACM Conference On Fairness, Accountabil- ity, And Transparency, pp.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective In Proceedings Of The 2022 ACM Conference On Fairness, Accountabil- ity, And Transparency, pp

Reference 49

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 33d4d5e3-30c0-4859-b594-14f8701d7895 · outbound

This paper cites Predictive Churn with the Set of Good Models.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Predictive Churn with the Set of Good Models

Reference 50

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7c4bb6be-9144-4930-a9ec-c26d225227eb · outbound

This paper cites In Proceedings Of The 30th ACM SIGKDD Conference On Knowledge Discovery And Data Mining , pp.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective In Proceedings Of The 30th ACM SIGKDD Conference On Knowledge Discovery And Data Mining , pp

Reference 51

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation a6fa0d70-3bfa-43b5-87f1-bfdb73de62f5 · outbound

This paper cites The Cost of Arbitrariness for Individuals: Examining the Legal and Technical Challenges of Model Multiplicity.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective The Cost of Arbitrariness for Individuals: Examining the Legal and Technical Challenges of Model Multiplicity

Reference 52

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation b522439b-6410-416d-a931-c7cc9e0f5816 · outbound

This paper cites In Proceedings Of The 2022 ACM Conference On Fairness, Accountability, And Transparency, pp.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective In Proceedings Of The 2022 ACM Conference On Fairness, Accountability, And Transparency, pp

Reference 53

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation a963a238-0e2f-4a39-bd6f-20cd256c552f · outbound

This paper cites Amazing Things Come From Having Many Good Models.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Amazing Things Come From Having Many Good Models

Reference 54

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ea891dde-d69c-4b5a-b497-8e742c050e04 · outbound

This paper cites F., Machado, C., Paes, L.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective F., Machado, C., Paes, L

Reference 55

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 019f0f0e-081f-4874-9160-d60490d89f3f · outbound

This paper cites Quantifying Prediction Consistency Under Fine-Tuning Multiplicity in Tabular LLMs.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Quantifying Prediction Consistency Under Fine-Tuning Multiplicity in Tabular LLMs

Reference 56

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 93c64a31-927a-46d0-90f9-06503dac23c2 · outbound

This paper cites Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation

Reference 57

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 71166599-22b9-440a-b4ec-461427ebafb4 · outbound

This paper cites Ad- vances in Neural Information Processing Systems , 36 (2024).

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Ad- vances in Neural Information Processing Systems , 36 (2024)

Reference 58

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation e86ea2b4-8e18-4261-8976-4072d1fd83c3 · outbound

This paper cites In Proceedings Of Workshop on Learning From Imbalanced Datasets, Vol.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective In Proceedings Of Workshop on Learning From Imbalanced Datasets, Vol

Reference 59

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 2eaf08df-e2f4-4257-8afc-b07a7769853d · outbound

This paper cites Y., Mao, B.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Y., Mao, B

Reference 60

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation ebe06eb9-533d-42f5-bc30-e92441eba2f2 · outbound

This paper cites Applied Intelligence 36, 664– 684 (2012).

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Applied Intelligence 36, 664– 684 (2012)

Reference 61

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation e7425a57-a810-4dc6-b06e-32318c51a4e2 · outbound

This paper cites Chiang Mai Journal of Science 43(1), 234–246 (2016).

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Chiang Mai Journal of Science 43(1), 234–246 (2016)

Reference 62

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 29763c5b-ba44-42a5-b5a0-a7586b0bbed4 · outbound

This paper cites Songklanakarin Journal of Sci- ence and Technology 39(5) (2017).

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Songklanakarin Journal of Sci- ence and Technology 39(5) (2017)

Reference 63

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 69517e06-b169-4288-b8dd-b8516834065c · outbound

This paper cites In: Advances in Knowledge Discovery and Data Mining: 13th Pacific-Asia Conference, PAKDD 2009, Bangkok, Thailand, April 27–30, 2009, Proceedings, pp.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective In: Advances in Knowledge Discovery and Data Mining: 13th Pacific-Asia Conference, PAKDD 2009, Bangkok, Thailand, April 27–30, 2009, Proceedings, pp

Reference 64

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 27ec9a2d-56b1-43df-9f30-a3386c741925 · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:53:53.181299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation c059d84a-9735-4221-b313-3b033d484944 · outbound

This paper cites In: Breakthroughs in Statistics: Methodology and Distribution , pp.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective In: Breakthroughs in Statistics: Methodology and Distribution , pp

Reference 66

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 4546941e-a11d-4655-97e4-86c6e57dfa4f · outbound

This paper cites forester: A Tree-Based AutoML Tool in R.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective forester: A Tree-Based AutoML Tool in R

Reference 67

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation e232e086-45ac-4833-946c-4fd6a01d19c5 · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:53:53.161202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 4a52fb37-2f8b-44e2-b505-cfe2cc745a80 · outbound

This paper cites H., & Wallis, W.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective H., & Wallis, W

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:53:53.151006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 797d805b-7d67-496d-901f-67196ac6eed3 · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 70

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation b49ee561-ec01-498d-bf48-57eaf5b41892 · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 71

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 1afcc911-d9fb-495b-b0ac-58304b2bdabf · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:53:53.120465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 0ca4fea1-9d68-4aec-9673-504666f39aeb · outbound

This paper cites an unresolved cited work.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:53:53.110610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 71cb246c-c0ba-476b-b5cb-8e0130380b47 · outbound

This paper cites C., Costa, I.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective C., Costa, I

Reference 74

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 526295e0-d8f7-4f2f-ad61-181af6ebf9e6 · outbound

This paper cites IEEE Transactions on Evolutionary Computation , 14(4), pp.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective IEEE Transactions on Evolutionary Computation , 14(4), pp

Reference 75

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation f383f18b-7b80-4c37-a193-cd62a0a7a7b4 · outbound

This paper cites K., & Basu, M.: Measuring the complexity of classification problems.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective K., & Basu, M.: Measuring the complexity of classification problems

Reference 76

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation ad7c5269-b30a-495d-a5bc-31fdbfcdf2af · outbound

This paper cites K., Basu, M., & Mollineda, R.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective K., Basu, M., & Mollineda, R

Reference 77

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation cabe38ab-c846-499c-ae95-d938918d9a31 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering , 27(2), pp.

Investigating the Impact of Balancing, Filtering, and Complexity on Predictive Multiplicity: A Data-Centric Perspective IEEE Transactions on Knowledge and Data Engineering , 27(2), pp

Reference 78

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Pith citing papers

No inbound Pith citation observations are available.