Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-18T07:52:24.488367Z
Paper Citation Record · LEDGER
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection
As of 10 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2510.13205.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
45 of 45 outbound references displayed
- verified exact5
- verified fuzzy40
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 5dcde9c2-dc2f-4c2a-9d0a-99ef681788d1 · outbound
This paper cites Crossing the global quality chasm: improving health care worldwide.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Crossing the global quality chasm: improving health care worldwide
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.070026Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4f0fd744-1c3b-4d22-8fe4-bdc2a3e0a044 · outbound
This paper cites Waste in the us health care system: Estimated costs and potential for savings.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Waste in the us health care system: Estimated costs and potential for savings
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.149015Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e1f42e75-af6c-42e8-b8d5-8444351943b6 · outbound
This paper cites Health care fraud.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Health care fraud
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.039898Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 49e0ed4e-d177-4a93-a262-cc4ff204bf38 · outbound
This paper cites Global health and corruption.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Global health and corruption
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.129887Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3dd4dd82-543e-4885-a0cf-44d288627ee9 · outbound
This paper cites The challenge of health care fraud.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection The challenge of health care fraud
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.050462Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b3c0fcfb-6c64-43e9-90c5-bf06efce0477 · outbound
This paper cites Healthcare anti- fraud.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Healthcare anti- fraud
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.163246Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 78c696be-1992-46ba-890f-1a779ed679bb · outbound
This paper cites A probabilistic programming approach for outlier detection in healthcare claims.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection A probabilistic programming approach for outlier detection in healthcare claims
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.081612Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ff8cfd63-aeb8-4d4c-8ce2-42642776df70 · outbound
This paper cites Medicare fraud detection using neural networks.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Medicare fraud detection using neural networks
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.099980Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d9a6f3ea-cdb6-4564-9d90-c9c15728ad85 · outbound
This paper cites Deep learning for anomaly detection: A review.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Deep learning for anomaly detection: A review
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.119248Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a155a153-45ca-4d5f-8980-958cc4e8ac9a · outbound
This paper cites Big data fraud detection using multiple medicare data sources.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Big data fraud detection using multiple medicare data sources
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.115914Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 10813c8c-85b1-4ff3-b34f-4169ffe7d66a · outbound
This paper cites Mining anomalies in medicare big data using patient rule induction method.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Mining anomalies in medicare big data using patient rule induction method
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.061582Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 61e06778-eb82-4e0e-a862-b39889c701fb · outbound
This paper cites Procedure code overutilization detection from healthcare claims using unsupervised deep learning methods.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Procedure code overutilization detection from healthcare claims using unsupervised deep learning methods
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.122748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d3a3f062-b605-4c48-8262-2f2fd5125a69 · outbound
This paper cites Unsupervised feature selection and class labeling for credit card fraud.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Unsupervised feature selection and class labeling for credit card fraud
Reference 13
- Resolution
- verified exact
- doi, observed 2026-05-18T07:52:29.980052Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7364ae28-283b-4881-87aa-11e298a8295b · outbound
This paper cites Deep semi-supervised anomaly detection.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Deep semi-supervised anomaly detection
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.086198Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bd940b34-30f5-41af-893e-03ad1b46388b · outbound
This paper cites Deep Semi-Supervised Anomaly Detection.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Deep Semi-Supervised Anomaly Detection
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T07:52:29.994308Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a9a8e438-2359-4ff0-ac11-0528e3817e3f · outbound
This paper cites Deep one-class classification.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Deep one-class classification
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.019196Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 433aa995-55a8-4f84-8ddf-ed48b037b70b · outbound
This paper cites Deep anomaly detection with deviation networks.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Deep anomaly detection with deviation networks
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.160129Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 843d7017-e671-4987-b04b-35a5ba818ed3 · outbound
This paper cites Deep weakly- supervised anomaly detection.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Deep weakly- supervised anomaly detection
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.031987Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 68b0d4dc-96bf-47b6-9af5-e39ea0c4f7f2 · outbound
This paper cites Know-gnn: Explainable knowledge-guided graph neural network for fraud detection.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Know-gnn: Explainable knowledge-guided graph neural network for fraud detection
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.036624Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 293078d1-1613-428f-9ec5-6cef158b530a · outbound
This paper cites Knowgraph: Knowledge-enabled anomaly detection via logical reasoning on graph data.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Knowgraph: Knowledge-enabled anomaly detection via logical reasoning on graph data
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.028053Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a038edf9-98a8-472c-b5d4-9dc962538b10 · outbound
This paper cites Explainable fraud detection with deep symbolic classification.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Explainable fraud detection with deep symbolic classification
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.054215Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a835f993-1a62-4b9e-91d1-73ff51ac1edc · outbound
This paper cites Sefraud: Graph-based self-explainable fraud detection via interpretative mask learning.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Sefraud: Graph-based self-explainable fraud detection via interpretative mask learning
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.089874Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3ef261c6-e11f-4ad5-b467-e0ec1535a4ba · outbound
This paper cites Huge: Heterophily-guided unsupervised graph fraud detection.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Huge: Heterophily-guided unsupervised graph fraud detection
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.073997Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ec36ff87-de64-4476-b1f9-e236d8d3a800 · outbound
This paper cites Domain adaptation for customs fraud detection via prototype sharing.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Domain adaptation for customs fraud detection via prototype sharing
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.015459Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 76b705b9-e0fd-41e5-9208-fd47b3ce920e · outbound
This paper cites Network-based prediction of drug combinations.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Network-based prediction of drug combinations
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.108323Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 146e64af-e8b9-4c3d-a926-08a326b7c4c5 · outbound
This paper cites Available: https://doi.org/10.1038/s41467-019-09186-x.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Available: https://doi.org/10.1038/s41467-019-09186-x
Reference 26
- Resolution
- verified exact
- doi, observed 2026-05-18T07:52:29.985639Z
Source-reported events for the cited work
correction dated 2019-04-15. Source: crossref record 10.1038/s41467-019-09692-y->10.1038/s41467-019-09186-x:correction, observed 2026-07-11T03:05:08.375706+00:00. This notice travels one citation hop only.
Observation e0d9b1e5-8ad3-4036-b8db-6f3fa0c92d21 · outbound
This paper cites Topic modelling for medical prescription fraud and abuse detection.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Topic modelling for medical prescription fraud and abuse detection
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.024045Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 42115ae5-993d-4def-a3eb-92bce64dcd27 · outbound
This paper cites Vital signs: Changes in opioid prescribing in the united states, 2006–2015.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Vital signs: Changes in opioid prescribing in the united states, 2006–2015
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.111928Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 399e7e41-3fb9-43c6-a165-8670dafd8223 · outbound
This paper cites Medicare part d prescribers by provider and drug.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Medicare part d prescribers by provider and drug
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.153034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 81c77389-3039-4e7a-bb54-58ba7e16fc03 · outbound
This paper cites List of excluded individuals/entities (leie).
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection List of excluded individuals/entities (leie)
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.077407Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c7edbec0-794f-486d-b56a-fb30ac9edc55 · outbound
This paper cites Medical knowledge graph to enhance fraud, waste, and abuse detection on claim data: Model development and performance evaluation.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Medical knowledge graph to enhance fraud, waste, and abuse detection on claim data: Model development and performance evaluation
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.065475Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 640951d8-d3e3-4487-9de7-e828092a62ed · outbound
This paper cites Improving fraud and abuse detection in general physician claims: A data mining study.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Improving fraud and abuse detection in general physician claims: A data mining study
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.057994Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 167be7ba-540a-4c9b-b0b2-9e64c50d03a9 · outbound
This paper cites Predicting new molecular targets for known drugs.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Predicting new molecular targets for known drugs
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.156572Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9425ab50-abb0-4c54-a8a2-fc32e8e7234e · outbound
This paper cites Network predicting drug’s anatomical therapeutic chemical code.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Network predicting drug’s anatomical therapeutic chemical code
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.093180Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 335ee1c7-c7e8-4e50-952e-52a26817f0ec · outbound
This paper cites Drug target identification using side-effect similarity.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Drug target identification using side-effect similarity
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T07:52:30.005228Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 912f5bac-1b78-45eb-b6bc-dfe97428dfad · outbound
This paper cites Drugbank 6.0: the drugbank knowledgebase for 2024.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Drugbank 6.0: the drugbank knowledgebase for 2024
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.133140Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 40be6463-193b-476a-81a4-3824731d9ab0 · outbound
This paper cites Medicaid program: Improper payments for brand name drugs.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Medicaid program: Improper payments for brand name drugs
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.096500Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8bf173f6-cabc-44e9-a576-1fc4e75c6889 · outbound
This paper cites Ruling increases pharmacy false claims act risks.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Ruling increases pharmacy false claims act risks
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.137591Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation eb4f0a89-873c-4372-bcc5-5a3b2ea2dc4d · outbound
This paper cites Available: https://www.uspharmacist.com/article/ ruling-increases-pharmacy-false-claims-act-risks.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Available: https://www.uspharmacist.com/article/ ruling-increases-pharmacy-false-claims-act-risks
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.104293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 490753b0-3255-43be-a39e-ac1c81c40f48 · outbound
This paper cites Healthcare payer strategies to reduce the harms of opioids: White paper.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Healthcare payer strategies to reduce the harms of opioids: White paper
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.047069Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b138a04c-a56c-4a57-8b6b-9267c64e945a · outbound
This paper cites The sinkhorn–knopp algorithm: convergence and appli- cations.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection The sinkhorn–knopp algorithm: convergence and appli- cations
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.141395Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1a16b07c-c5d9-45af-a71c-30928ca12558 · outbound
This paper cites Learning repre- sentations by back-propagating errors.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Learning repre- sentations by back-propagating errors
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.126282Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 680f5f1d-d63e-4217-bd0f-54e300ea5ea6 · outbound
This paper cites Weakly supervised anomaly detection via knowledge-data alignment.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Weakly supervised anomaly detection via knowledge-data alignment
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.144932Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6fe44cc0-5aad-4c9b-a362-d6d2ab640d4c · outbound
This paper cites A knowledge compilation map.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection A knowledge compilation map
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-18T07:52:30.043455Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2715b814-d9d3-4158-a49f-6974a149197b · outbound
This paper cites Semi-Supervised Classification with Graph Convolutional Networks.
CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Semi-Supervised Classification with Graph Convolutional Networks
Reference 45
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T07:52:30.011166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
No inbound Pith citation observations are available.