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Paper Citation Record · LEDGER

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts

As of 12 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2411.17495.

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

pith.paper-citation-record.v1
2411.17495 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T12:10:47.817993Z

measured 43 of 43 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

43 of 43 outbound references displayed

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  • verified fuzzy18
  • unresolved25
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5620d46c-6bbc-430c-8cc5-b67b18643d9f · outbound

This paper cites an unresolved cited work.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Unresolved cited work

Reference 1

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 6d049013-03cc-4104-94ae-9cddce4d8871 · outbound

This paper cites (2020, August).

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts (2020, August)

Reference 2

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 1c2a1c2f-53f4-4030-a31f-e4666f4c3afe · outbound

This paper cites an unresolved cited work.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Unresolved cited work

Reference 3

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 11248405-d70e-41c3-9bf8-5a849a0f2f65 · outbound

This paper cites Wiestler, S.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Wiestler, S

Reference 4

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 004a6957-ca14-4cc7-b9dd-d29471434b85 · outbound

This paper cites Giordano, and M.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Giordano, and M

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:10:48.454215Z

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.

source=arxiv_source observed=2026-08-12T12:10:47.609096Z digest=sha256:d0de7f50728baf229530f55177d914ee0178525251f93383521921b25ef53ec4

Observation 2f56eb1d-c6a9-48f4-b925-8caba8cf6d66 · outbound

This paper cites an unresolved cited work.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:10:48.439884Z

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.

source=arxiv_source observed=2026-08-12T12:10:47.614640Z digest=sha256:1e6870aa051058de3eddb4a6b5faad147be6313ee79f2cdd9ea013e907e4ea16

Observation 509adc22-4ee8-4586-ac7d-d7ee783def92 · outbound

This paper cites an unresolved cited work.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Unresolved cited work

Reference 7

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.

source=arxiv_source observed=2026-08-12T12:10:47.621677Z digest=sha256:067d3d60cd37815634d59cf70e4e23ee3b76edc7cbdf3eadc213a7481a70ae37

Observation d35d1726-11bb-4f19-b5d0-020dede71ba4 · outbound

This paper cites Anomaly Detection using One-Class Neural Networks.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Anomaly Detection using One-Class Neural Networks

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-12T12:10:47.627551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:10:47.627551Z digest=sha256:a8e6d6666784b139fd05a0e938a820d543757aa2b62fe58aae7452d3aa9d1857

Observation f5a1c3f7-c59f-47ae-a2c7-b143415a79ce · outbound

This paper cites Banerjee, and V.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Banerjee, and V

Reference 9

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.

source=arxiv_source observed=2026-08-12T12:10:47.632868Z digest=sha256:76af781a5c6d11af97e27d2208029439ad03be264445de9e72f226d4dd8c91b6

Observation fcaacc7d-0494-4fac-b170-45ea32267f50 · outbound

This paper cites an unresolved cited work.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Unresolved cited work

Reference 10

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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 09a78d29-9509-4d64-90bf-6ada5a2f95ff · outbound

This paper cites Deep Generative Models in the Real-World: An Open Challenge from Medical Imaging.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Deep Generative Models in the Real-World: An Open Challenge from Medical Imaging

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 369f0611-316e-420b-b498-3b2173d728d8 · outbound

This paper cites an unresolved cited work.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Unresolved cited work

Reference 12

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.

source=arxiv_source observed=2026-08-12T12:10:47.649769Z digest=sha256:4dab350f748509b64f5586cd83f544da47249e55ed80027a5867de21989bd8a9

Observation bdd19ea9-36ca-4a02-af3d-178cde6a2b11 · outbound

This paper cites (2024, May).

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts (2024, May)

Reference 13

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.

source=arxiv_source observed=2026-08-12T12:10:47.654894Z digest=sha256:3eb4df966e3d1d95fe3e6a701bd0be26d0312fd3c46b5a03cdf473cb7404fe59

Observation 503bc332-c51e-4ea2-8e59-68298ff1ae69 · outbound

This paper cites an unresolved cited work.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Unresolved cited work

Reference 14

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.

source=arxiv_source observed=2026-08-12T12:10:47.659819Z digest=sha256:c866275ce5e6d4e02569334312229c6489b00277c668fa02681c24506ad1fa3f

Observation 91522f92-a8fd-4b7e-a427-d178cf832ada · outbound

This paper cites Kriegel, and X.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Kriegel, and X

Reference 15

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.

source=arxiv_source observed=2026-08-12T12:10:47.664936Z digest=sha256:02c244aed8e2463f5a7d8d1546cf39b0dddc1643f5909dc66bfae21713b87a54

Observation e31e086b-5fef-46b4-8472-1e36344460c7 · outbound

This paper cites Crowley, F.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Crowley, F

Reference 16

Resolution
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raw_fallback, observed 2026-08-12T12:10:48.317225Z

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.

source=arxiv_source observed=2026-08-12T12:10:47.670903Z digest=sha256:60f9e64d9030edc6cccb890bf67419850e3ee60ffdd8f3cd6d27a551be10b0df

Observation 240789d0-86d5-46c4-ac20-0ced93da30e4 · outbound

This paper cites Jin, and H.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Jin, and H

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:10:48.302072Z

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.

source=arxiv_source observed=2026-08-12T12:10:47.676070Z digest=sha256:f23eda8410d5763c2e1a8d8191c42e765484cf780396bda8db33d9c7d1b21323

Observation 1fa4df00-7118-476a-8b55-ad73b8307306 · outbound

This paper cites an unresolved cited work.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Unresolved cited work

Reference 18

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.

source=arxiv_source observed=2026-08-12T12:10:47.681227Z digest=sha256:0724e5837cb9be19d43dc597420383bf302431622bb5ce39d91da41f23f17835

Observation 707eed70-3940-405c-8481-67896816e0b8 · outbound

This paper cites Liao, and R.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Liao, and R

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:10:48.272683Z

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 e359e2cc-cbe6-4b72-b1dc-ab008e87b85d · outbound

This paper cites Patel, P.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Patel, P

Reference 20

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.

source=arxiv_source observed=2026-08-12T12:10:47.691818Z digest=sha256:0bb5065821009acee29974c0a59b943842d2aeeb2130ce4cd16df021810d78e3

Observation b7601147-e5cf-42d6-9415-6afccf92b1d7 · outbound

This paper cites an unresolved cited work.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Unresolved cited work

Reference 21

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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.

source=arxiv_source observed=2026-08-12T12:10:47.696915Z digest=sha256:8297f40222bd523768b8678de74ed487c2a03223355a5a3dd09ce06f57c8bafb

Observation 7c08e839-a32b-4155-8bed-8da5af50843b · outbound

This paper cites Witten, T.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Witten, T

Reference 22

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.

source=arxiv_source observed=2026-08-12T12:10:47.701828Z digest=sha256:80c162bbc740872a580813c491a99a2d1911667894347dcfd2c7d246376040ce

Observation 52011b19-aa13-4337-bdde-8af8cb3338e7 · outbound

This paper cites an unresolved cited work.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Unresolved cited work

Reference 23

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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.

source=arxiv_source observed=2026-08-12T12:10:47.706832Z digest=sha256:6ecbdc4a360f642270eccf9f5ff533f9e097aae5fc1543c005faf54ff39fb513

Observation f3308a57-2618-4d34-8b3e-e30126c5013c · outbound

This paper cites LSTM-based Encoder-Decoder for Multi-sensor Anomaly Detection.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts LSTM-based Encoder-Decoder for Multi-sensor Anomaly Detection

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:10:47.711759Z digest=sha256:40a697afb1ed5f1869c23e3d972ec2a2931c6ba9e1d833ad2662e3186c3808ba

Observation 3f55a255-16f1-43b4-84ba-277907eee32e · outbound

This paper cites Meier, D.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Meier, D

Reference 25

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.

source=arxiv_source observed=2026-08-12T12:10:47.717234Z digest=sha256:53eb3ba3a5a0eeed78372e99dbe895f3f67f01c7d8c66b02bddca51c9706978f

Observation ddde3008-548b-42dd-b6df-98de9138b262 · outbound

This paper cites an unresolved cited work.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Unresolved cited work

Reference 26

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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.

source=arxiv_source observed=2026-08-12T12:10:47.722313Z digest=sha256:406ef967f58f4504a34d76240cd1bdb7e7e865bf5e8a776bf7787ea0b3df5633

Observation 4b2e3c8d-06d9-46a1-87a5-f72ff1476878 · outbound

This paper cites an unresolved cited work.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Unresolved cited work

Reference 27

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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.

source=arxiv_source observed=2026-08-12T12:10:47.727206Z digest=sha256:870b877790e52a8ef14e18549ff669a50ab6237d76946eb3cf6d05a91b10488c

Observation af765799-29e3-4309-b59b-2c5afb006bf2 · outbound

This paper cites An Introduction to Autoencoders.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts An Introduction to Autoencoders

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:10:47.733132Z digest=sha256:f2b09c7acb6c2a7d2b92de72d3db43f0c7ab4ce7cfc6b8615674ffb1385573c4

Observation 5d05b4c9-b5c6-443d-82c1-06e0bb7b9195 · outbound

This paper cites Gross, and F.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Gross, and F

Reference 29

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.

source=arxiv_source observed=2026-08-12T12:10:47.738766Z digest=sha256:1671407a7290e49a0372eebe58ee1a27e8d369c7dcc6e47f3aa818f521e64dce

Observation 5354729e-7b06-4c56-b937-e79fc8ce5a31 · outbound

This paper cites an unresolved cited work.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Unresolved cited work

Reference 30

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 29f56e3a-513b-42ad-8a18-0b9d180e3c5e · outbound

This paper cites an unresolved cited work.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Unresolved cited work

Reference 31

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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 6f4008be-3c80-41f1-b25b-b07f13827244 · outbound

This paper cites an unresolved cited work.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Unresolved cited work

Reference 32

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.

source=arxiv_source observed=2026-08-12T12:10:47.754978Z digest=sha256:ef34f81cf1191aa4ce874489dea541aa3dd65afb8e115d23b6f8934b47d59d7f

Observation e2cdf60b-0e8d-4ce3-99a1-6410d053fc97 · outbound

This paper cites an unresolved cited work.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Unresolved cited work

Reference 33

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 0b4221a4-4fa1-484d-800b-6b1e74dfc3a2 · outbound

This paper cites (2024, 01).

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts (2024, 01)

Reference 34

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 c313feaf-d019-43a2-bf12-f66df9b0c710 · outbound

This paper cites an unresolved cited work.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Unresolved cited work

Reference 35

Resolution
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raw_fallback, observed 2026-08-12T12:10:48.065159Z

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.

source=arxiv_source observed=2026-08-12T12:10:47.774543Z digest=sha256:0fdbc4d9d42eae916aa69ab22d82f2d2998839644be4c8a1c39771252414c409

Observation d5405cb6-6d20-4feb-8213-391c79a5447d · outbound

This paper cites an unresolved cited work.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Unresolved cited work

Reference 36

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.

source=arxiv_source observed=2026-08-12T12:10:47.781143Z digest=sha256:b112f467d1ee42a1c80f21f0b9412b77542e66cce72b1672515d894475a92d6b

Observation 82bc86cd-5e9f-452b-9f3b-784bbf043967 · outbound

This paper cites Mansimov, and R.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Mansimov, and R

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:10:48.031086Z

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.

source=arxiv_source observed=2026-08-12T12:10:47.786314Z digest=sha256:0c9598ce1eb6788c654567884fc491157b63f4fced02ec0ab2651708e119f99d

Observation 3740a559-5851-4531-b490-931472ae9eca · outbound

This paper cites an unresolved cited work.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:10:48.011679Z

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.

source=arxiv_source observed=2026-08-12T12:10:47.791547Z digest=sha256:3af38f30dfdae151236d592adfdf0537c1b6604ac1ad8d78e9991208f3c111e8

Observation dfd7af08-b2d1-4a7b-a463-524d1b792ab7 · outbound

This paper cites Medical insurance premium prediction.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Medical insurance premium prediction

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:10:47.995792Z

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.

source=arxiv_source observed=2026-08-12T12:10:47.796908Z digest=sha256:210c617f54e09e29295bdd918ca894b3a6347d71e5bd22d90c984d42cba1db1e

Observation 76d7cbf2-50e2-419c-8701-52d253807ebd · outbound

This paper cites Franco-Penya, J.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Franco-Penya, J

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:10:47.977652Z

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.

source=arxiv_source observed=2026-08-12T12:10:47.801671Z digest=sha256:444984666eba47479bd0fb3aabfe4c6aff000497ad8db5aa226a7b866e79e7c3

Observation a48ae102-db89-4aab-933c-3357d83cb9e1 · outbound

This paper cites an unresolved cited work.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-12T12:10:47.960060Z

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.

source=arxiv_source observed=2026-08-12T12:10:47.807757Z digest=sha256:1000c4735d6216364c9cd290ec3ced4659eaad4023078f02474f98d592ddf851

Observation a5038fb5-71f0-463e-8b38-11e0a8d447e1 · outbound

This paper cites Chen, and Y.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Chen, and Y

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T12:10:47.940614Z

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.

source=arxiv_source observed=2026-08-12T12:10:47.812874Z digest=sha256:c0bd0a1aa1af61475be6b632a632b188aa10648a8f620d3d1c7e494f29184feb

Observation 997a8616-951a-488f-99c8-5b08e1eca76c · outbound

This paper cites Context-encoding Variational Autoencoder for Unsupervised Anomaly Detection.

A Machine Learning-based Anomaly Detection Framework in Life Insurance Contracts Context-encoding Variational Autoencoder for Unsupervised Anomaly Detection

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-12T12:10:47.817993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T12:10:47.817993Z digest=sha256:3eb707b22f4f146318f80e865cdea47287d6adf2ac4ca75ac29310a4d6a5e2fe

Pith citing papers

No inbound Pith citation observations are available.