Paper Citation Record · LEDGER

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah

As of 12 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2607.04013.

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

pith.paper-citation-record.v1
2607.04013 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T22:19:31.752438Z

measured 18 of 18 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

18 of 18 outbound references displayed

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verified fuzzy0
unresolved18
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f02548b9-35e3-4065-919a-eb11ca898b32 · outbound

This paper cites Open dataset for predicting pilgrim activities for crowd management during hajj using wearable sensors,.

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah Open dataset for predicting pilgrim activities for crowd management during hajj using wearable sensors,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-11T22:19:31.752438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d5db412-c9cd-4b61-a715-b0eaab585cdf · outbound

This paper cites An intelligent system for hajj crowd management using data mining techniques,.

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah An intelligent system for hajj crowd management using data mining techniques,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-11T22:19:31.752438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9923d6be-ee98-495b-aaeb-aa3f95c03150 · outbound

This paper cites From crowd dynamics to crowd safety: A video-based analysis,.

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah From crowd dynamics to crowd safety: A video-based analysis,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-11T22:19:31.752438Z

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Observation 90cbdf1e-1fce-44a1-bf0b-c68ad431d588 · outbound

This paper cites A machine learning model for crowd density classification in hajj video frames,.

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah A machine learning model for crowd density classification in hajj video frames,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-11T22:19:31.752438Z

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Observation 8b4c7d02-44b0-4c09-b9c2-1a78932c424e · outbound

This paper cites Crowd management intelligence framework: Umrah use case,.

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah Crowd management intelligence framework: Umrah use case,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-11T22:19:31.752438Z

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Observation 1f9b5987-ed44-4c4d-af87-53baa7558378 · outbound

This paper cites Dense crowd dynamics and pedestrian trajectories: A multiscale field dataset from the festival of lights in lyon,.

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah Dense crowd dynamics and pedestrian trajectories: A multiscale field dataset from the festival of lights in lyon,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T22:19:31.752438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 448d9399-d07b-4336-a6fb-f63f497431e8 · outbound

This paper cites Accurate predictions on small data with a tabular foundation model,.

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah Accurate predictions on small data with a tabular foundation model,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-11T22:19:31.752438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c3e2080-e103-4161-b187-e9cbeb25c3ec · outbound

This paper cites Transformers can do bayesian inference,.

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah Transformers can do bayesian inference,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T22:19:31.752438Z

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Observation 9af9bcf9-30da-4f0e-86f7-65951d8f16b1 · outbound

This paper cites TabPFN-3: Technical Report.

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah TabPFN-3: Technical Report

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-11T22:19:31.752438Z

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Observation a249e5ba-0b66-4414-a8f0-f0524f647732 · outbound

This paper cites Tabicl: A tabular foundation model for in-context learning on large data,.

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah Tabicl: A tabular foundation model for in-context learning on large data,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-11T22:19:31.752438Z

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Observation 480176ef-30d9-43cb-b6f2-0ba42a813ea6 · outbound

This paper cites Tabiclv2: A better, faster, scalable, and open tabular foundation model,.

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah Tabiclv2: A better, faster, scalable, and open tabular foundation model,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-11T22:19:31.752438Z

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Observation e6cb5c4d-5072-4154-9c96-28ccfff18c2d · outbound

This paper cites Limix: Unleashing structured-data modeling capability for generalist intelligence,.

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah Limix: Unleashing structured-data modeling capability for generalist intelligence,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-11T22:19:31.752438Z

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Observation d250088a-94cb-4456-95bc-f12ee43257be · outbound

This paper cites Leakage in data mining: Formulation, detection, and avoidance,.

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah Leakage in data mining: Formulation, detection, and avoidance,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-11T22:19:31.752438Z

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Observation 5c5d3d3f-3a1c-4983-b745-37565d75df31 · outbound

This paper cites Permutation tests for studying classifier performance,.

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah Permutation tests for studying classifier performance,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-11T22:19:31.752438Z

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Observation 054d62c3-018b-4ea1-affc-02e8c732accc · outbound

This paper cites Scikit-learn: Machine learning in python,.

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah Scikit-learn: Machine learning in python,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-11T22:19:31.752438Z

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Observation 5dc9ae4c-0b22-4e76-ab49-c3fbfc273cfb · outbound

This paper cites Xgboost: A scalable tree boosting system,.

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah Xgboost: A scalable tree boosting system,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-11T22:19:31.752438Z

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Observation 4b56b2c7-22b7-4fe9-8363-832fcd5577a1 · outbound

This paper cites Lightgbm: A highly efficient gradient boosting decision tree,.

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah Lightgbm: A highly efficient gradient boosting decision tree,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-11T22:19:31.752438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bff6cb51-1a29-427b-9425-eda0bac6a750 · outbound

This paper cites Catboost: Unbiased boosting with categorical features,.

When Does Small Data Work? Accuracy and Efficiency Trade-offs Between Tabular Foundation Models and Conventional Methods for Crowd-State Classification at Hajj and Umrah Catboost: Unbiased boosting with categorical features,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-11T22:19:31.752438Z

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Pith citing papers

No inbound Pith citation observations are available.