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Paper Citation Record · LEDGER

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation

As of 14 August 2026, this Paper Citation Record lists 100 of 103 outbound references and 1 inbound Pith citation observation for arXiv:2506.12183.

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

pith.paper-citation-record.v1
2506.12183 v1

Coverage vector

measured 100 of 103 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T01:04:41.079777Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T18:08:20.298349Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-11T05:25:59.632112Z

Reference resolution

100 of 103 outbound references displayed

  • verified exact2
  • verified fuzzy8
  • unresolved89
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b6e32705-2c04-4d95-93dc-732753ce095a · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 1

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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 c7e7341f-8500-459d-b8a5-fb46c7adb82e · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 2

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Unavailable: canonical work link unavailable.

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Observation 1cd73617-c35f-497b-954d-ef01f2622b04 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e4cfd22a-b467-42e6-b600-919ba699d063 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c44cd37c-24e7-45a4-8f25-13e5a145eaa3 · outbound

This paper cites 2023.Machine learning for data streams: with prac- tical examples in MOA.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation 2023.Machine learning for data streams: with prac- tical examples in MOA

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b4f367f9-9188-4219-b693-b0598802c580 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5cacf962-1621-472e-8b35-410f27a16195 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a50d2967-96cf-42ee-9598-7a58bcb8a328 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation cbfe84b3-bbb4-419c-a5eb-716becca2cf1 · outbound

This paper cites Bad practices in evaluation methodology relevant to class-imbalanced problems.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Bad practices in evaluation methodology relevant to class-imbalanced problems

Reference 9

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 02f28be3-59bd-4242-9c73-bc34008fe141 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 10

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Unavailable: canonical work link unavailable.

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Observation 4854ed4a-0f66-4b33-ad69-8acc8f4cc7f6 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 4f7b8660-93b4-405d-8321-c3128f696ff8 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation eb0502a7-25f0-499f-9a13-4a434bb4c6b2 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a7cde84b-c5c8-4add-ac23-cb89b458f925 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation a94f8008-adb2-4eec-bbb3-70c6dcbabb42 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 15

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7438aab0-9197-4831-965e-75cf7c03aad6 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation bfc05593-95e3-4078-b4ff-fb6892b2c895 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 17

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Unavailable: canonical work link unavailable.

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Observation ed61c28b-daeb-49ad-b5e3-09319b9a294b · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 18

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Unavailable: canonical work link unavailable.

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Observation fef31159-67bf-4a97-b84e-335b810821b5 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f183bc4a-a970-4e3c-9132-b97d2031c78e · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 20

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Unavailable: canonical work link unavailable.

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Observation 58db3d85-d268-47ea-adf0-49c432ffe97b · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 21

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Unavailable: canonical work link unavailable.

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Observation 4759c077-408f-48cf-8798-8a29d67a18ac · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d08c9c8c-6320-4d71-8421-63ece9a14fe5 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 23

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Observation 5885d907-8023-495a-add3-b65304bd6c88 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 24

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Observation 74c57c50-973a-4ec6-8acf-f0b9fcb50ce8 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 08fe77b9-3338-443b-8758-884b14e050ca · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation 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 2026-08-14T06:32:32.682623+00:00.

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Observation 9eb117b4-1f8e-40ba-94cb-69c54494a2bb · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 28

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 99b8f06a-438b-4ae4-9c9d-202c62894c32 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 29

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation cda0ff2d-b92e-4438-88a8-d35365277690 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 30

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Source-reported events for the cited work

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Observation 336b0d8c-0048-4a9f-a51a-0ebbe2570385 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation 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 2026-08-14T06:32:32.682623+00:00.

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Observation 2d707631-1c75-4cf4-a2b8-16197883d128 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 32

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 651eae4f-fa05-4c67-8d80-36a8cea1d322 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 1562e4af-3b50-447b-888d-d8ca720c05f1 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d38290f8-7932-4358-b045-a384be76a687 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 35

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 76db7e61-5366-4fb7-84b8-75bb1b8868a0 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 36

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 994943cb-2584-47b4-be44-ab2164fa205e · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 37

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Source-reported events for the cited work

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Observation 34a36692-1264-4662-a2cf-994d1b7a2493 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 38

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 547cce19-0874-4c04-a431-3218bb28e853 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation 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 2026-08-14T06:32:32.682623+00:00.

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Observation b28d666a-cbee-44b1-aa0d-1e2d5d17a28a · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 40

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 3475bf96-18f9-4361-b9fd-be3dee897974 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 41

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raw_fallback, observed 2026-08-07T01:04:43.932871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation a68f35a5-73c4-4369-af19-81c9b95b8297 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.916197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:37.109439Z digest=sha256:516da18d1ffc1c233ba1d7fcf953d15486e6e0d0e59c661b3fa8137cedb24ef9

Observation ec0bcd5d-7185-4583-b91d-1ddfd2c5934b · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.899755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:37.187688Z digest=sha256:e187d06bd79fb80b158b983267c4fdad1593d33da378a6310b9ad0bbb6a2dd3b

Observation eea21cde-6af3-475a-bf9b-9cfd134e473b · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.882019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:37.269479Z digest=sha256:70c6bc4124868b1f0b9d22c55a40e94603485e972bc9e77f20cd4e84a5412346

Observation 47a8e953-ca94-4374-b4fe-c07af05160ad · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.865344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:37.350428Z digest=sha256:036e9b455b3f6fdb2676fabd726d1ed8ad7f6e4d292eb020ebb27b9b6c30c7ea

Observation ef0dd17f-6bc8-4951-aad2-efb4b2b58a42 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.848573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:37.435465Z digest=sha256:69d79255ffdcf155f77cf28ad3c2f0f8a63dd107930d95616034fa848f569882

Observation 00e56f6b-dbfd-4421-be4c-1ae74b12eef9 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.832450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:37.515326Z digest=sha256:198433757e171c0cfb60485d255ca95b0ef2ffa5dae07e785fea9c7fbb3fa787

Observation a7cf0ed1-afee-4db9-a137-0a6faf671b58 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.816564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:37.594037Z digest=sha256:4b82ccf27861d0801bd3e368e79005a2b7546ea1a7052f9b6b57a815aabc9ce7

Observation 22bed1ad-ce1f-40bf-b756-bd1aab87e992 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.800297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:37.704914Z digest=sha256:3e1d8c4b0192f55910cff1229a662c966cfd7cd0eb89a26b970613274463f2c0

Observation b9cd6f54-f15f-4d58-a70f-b45a75d78366 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.784750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:37.803543Z digest=sha256:9339f364b7fca15a094b939d75342436c27a0bca9d2d6fe8f7f945c227a14bee

Observation 0f19ef83-e8cf-4352-a98f-f7b4f6b00421 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.767518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:37.881222Z digest=sha256:9dc5a84abee18dd66bf427c5930570f3eea285618ee9ee0467e2c83ae12482fe

Observation 77c77533-198e-476e-976e-8f40286ea111 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.748210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:37.946498Z digest=sha256:3604d5e2875d80b04e11659848dcc2fb81f49e417df19678c77ddffa33b3e82c

Observation a75ce082-eba7-4782-8fc4-a71f4954ba79 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.729637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:38.027681Z digest=sha256:803dbc8998e29d843fc7242cc268739e35e2a24cd97542122be991a15d240235

Observation 2c1445df-685a-4ee2-a877-6711eca410b6 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.713368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:38.110909Z digest=sha256:e92bc9c66d623cc9ef9c48e35f715f0dcd994f4ae2042ccd0b00710310af7cf0

Observation e27a0044-2749-4b2b-a7e3-5abb30533a55 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 55

Resolution
verified exact
raw_fallback, observed 2026-08-07T01:04:41.518520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:38.178441Z digest=sha256:e1d6b0e78a7b6fd32ccf858f21888a171bc4492135ad44c26f75f1b15ae88f64

Observation bb55dae8-cae7-41b6-8323-209c4b2f43de · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.695716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:38.245221Z digest=sha256:c8ebb8000c1774ca78279594f2eedce7345251ff92dc024d6b99990ed2e82a72

Observation d2c0ddd4-bfcd-491b-a108-b64cad19a713 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.661048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:38.393385Z digest=sha256:5097d4ea80d6972fed9747845e2f1b59c18ab09206c26a30482ea69abf013dba

Observation 4f0ae0ad-3956-40a7-87c8-ce49b78f127f · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.644765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:38.430640Z digest=sha256:5b8018693eb642a4c74d5908a63ebaf50987f5f68ae2d3934cbed1a25855c031

Observation f05d157f-9e4b-4784-b416-374d5514ec50 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.627254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:38.500173Z digest=sha256:69a9d94a3e1903a535583545f7632bc1e334cdbb695523fe5ef7b9dd4851ea7a

Observation 489a9bfb-4412-4841-87f9-5862243e2946 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.609126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:38.575732Z digest=sha256:fcb024644c61b6b8a806fe30df633347178d84fc8b09d163f1e4adec2bc0c40b

Observation 49378edc-b52e-488d-9771-e9ca60aeba84 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.573940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:38.767572Z digest=sha256:9501ed792283adb656eda249bd066bf72234f8a1dca4b2859ec857b025583fab

Observation fb62d6b4-5c2b-4b6d-908e-399550613aae · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.556969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:38.844793Z digest=sha256:d75fc99174100ab406b656c7c06a87d218cc78655fa6fe584bb58fc1950478f7

Observation 66e43867-86cd-4e89-bb42-5dfbf25bcd58 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.521728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:39.005034Z digest=sha256:2a5a7101799e08e923fb6ffc19fc4eb412004a99a4b5f7121bcacec4cf28ae1e

Observation 0be0557f-5dd4-4764-9a9b-70b033196426 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.505816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:39.164393Z digest=sha256:3453a097a071b368a80236870f24aea75aee1fdfad80c431af7e7eb1dd9fda29

Observation ea0b2736-12ea-42e2-985a-dab3cd38b538 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.490049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:39.249275Z digest=sha256:f3df65271661591dbf5a66d580e4e44f89636f59e7061c0eb28abed706ed835f

Observation 25837776-f72e-4c17-a563-3b204fbe93d1 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.472688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation fcee20e3-ce47-47d2-bdb2-56a63d4d786d · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.454925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:39.415355Z digest=sha256:e849d207c5a093c2aa9b262a46f584f5bf7051cd1dc9e0fae502ed2946e04db5

Observation 96c87673-31ee-4076-8541-58ac80bc5458 · outbound

This paper cites In Pacific Symposium on Biocomputing.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation In Pacific Symposium on Biocomputing

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T01:04:43.591635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:38.677863Z digest=sha256:6ee30b605c187e19aecc9489b8ac053e487378e21d9868913c43cb60acac76ab

Observation b2bc1cce-2820-4c59-90b2-85ee03f7ac5b · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.420451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:39.527597Z digest=sha256:99d6bf0f4a4b553fea025cf4b722bddc9dbd271e72767f37e82d19c54cc7d5b8

Observation 8a6220d0-378c-4057-8507-144425fe05ba · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.403713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:39.597902Z digest=sha256:78daaa23504cb7b1ab06368e97c102ade316a726567a3f0dcd4a691da9087c4c

Observation 6fe2a263-3a88-4da3-bca1-79e8ece2ff71 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 71

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.386762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:39.652687Z digest=sha256:1de46ff2ff5b3032780b0211ef9d61d4888eb1c59b7db8786092d3ca38a4b33b

Observation 8b7f2801-b61f-436e-ad56-54e6b0cc1d4a · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.370685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:39.752311Z digest=sha256:3cd156141ae898e226f5bcdaab93f70d9dd6c476a3d0c7bf38f6d1732d5341dd

Observation 6f12eeb6-e2a1-40b2-99e6-44aead702fe1 · outbound

This paper cites Benchmarking Multivariate Time Series Classification Algorithms.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Benchmarking Multivariate Time Series Classification Algorithms

Reference 73

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T01:04:41.258600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:39.086849Z digest=sha256:3805b4ff684a4388e77090af5e0655eb11680a17540e7b15d4c9cb740295f09d

Observation 38fc2c7b-8791-4903-8528-7753e1348c36 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.338752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:39.946604Z digest=sha256:f8f67cf24d22bf8e5661aec8b7721c8e8162e413713a818c8d93e7d3d837d113

Observation 8cbd072b-10a2-46f9-a4c7-842772173421 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.247566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:40.018483Z digest=sha256:88b050936a31072c0fd67ef627334e0cb0afdae63489b92ee1231b5f8338a939

Observation d27de14c-45ec-41ba-83e9-5235cd08d876 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.068788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:40.101775Z digest=sha256:e86101159cd390db23324e2a837b16f72831458e5c7f156ffc5a5c5dcd4d34cd

Observation 42d6b81a-e8f7-487d-a8d9-30f85301d42d · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.031802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:40.180128Z digest=sha256:59325f8c7141d8418cd8c4f37eff7b9fc13dacc6a449adf9df9e0af4294de42a

Observation 675af662-4ec3-4b2d-add1-20f55b7ccfb6 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.438594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T01:04:39.484739Z digest=sha256:b3b1ce9175369e6a60bad5323b98c8105c5e4b49ea8db85f1bac46e0c171ecf8

Observation ee36a62e-2f53-49a5-9736-e27e74e98d29 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:42.997653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 844696f0-ac2d-4fdc-b11f-051a6243a587 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 80

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 5fb7fc7e-03d6-4b3d-915b-3686b1fc2e43 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 81

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 25d81a3e-6294-4cff-b567-41656653b23b · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 82

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation b793092c-c908-4da8-a6ef-d860f06e3dd2 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 83

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 7fa2a377-09e4-41e5-b8de-5962e76ed430 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 84

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation af6841b5-6dc8-43bc-a1ce-ffc75bd26731 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 85

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 57eb85b8-6ff5-4a08-a4e2-76e61213e0be · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 86

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation b73edc35-b1d2-452f-9080-46cf9286e8d4 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 87

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation d192c305-b7d2-4e92-a5f5-f7380a6fb333 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 88

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation ef791fbe-d41d-4733-aaa0-9e089538c68a · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 89

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation f6923c52-62cb-4da2-86fa-0ffaf14f2f99 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 90

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation e1ac6f06-bc97-47be-a759-2deea3ed0099 · outbound

This paper cites Knowledge-Based Sys- tems 296 (2024), 111928.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Knowledge-Based Sys- tems 296 (2024), 111928

Reference 92

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 55fba3a4-bc99-4a1a-9279-9ce6596565b2 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 95

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 9a63f161-2d16-4c69-9a51-2817af2ad9eb · outbound

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Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Sensors 24, 5 (2024), 1522

Reference 100

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 0f2eb0d7-596a-4f9a-99ec-f1f84872a0ad · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 101

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 4cc0fbf8-153c-40f4-b022-4c49ddc3042d · outbound

This paper cites Information Sciences 610 (2022), 266–280.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Information Sciences 610 (2022), 266–280

Reference 103

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 0bb25bd8-28af-456e-bbfa-df43fec2e6d9 · outbound

This paper cites InPro- ceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation InPro- ceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining

Reference 2009

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 55ef1da5-66d6-4dd5-af8a-babf1739ddf7 · outbound

This paper cites an unresolved cited work.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Unresolved cited work

Reference 2013

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 35243680-2ad4-4b1a-abcf-71c2c35f1f7a · outbound

This paper cites In Pro- ceedings of the IEEE conference on computer vision and pat- tern recognition.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation In Pro- ceedings of the IEEE conference on computer vision and pat- tern recognition

Reference 2016

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 9c3b3e80-c121-4293-b03e-b9d4affee8a0 · outbound

This paper cites Ecography 40, 8 (2017), 913–929.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Ecography 40, 8 (2017), 913–929

Reference 2017

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation ce97fe3b-f747-4516-a7ce-e50e8c5d1d68 · outbound

This paper cites Applied Intelligence 48 (2018), 4805–4823.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Applied Intelligence 48 (2018), 4805–4823

Reference 2018

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 440950c6-89e5-4b47-97b1-5cad63516ed5 · outbound

This paper cites Data Min- ing and Knowledge Discovery 34, 5 (Sept.

Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation Data Min- ing and Knowledge Discovery 34, 5 (Sept

Reference 2020

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:34.498359Z digest=sha256:7101b8e753de04b6d800cc5c77461c137d6246fd45e9a954f1b591f14252f495

Pith citing papers

Observation a40dadbc-3c53-4c3e-a5fa-8f97b6166802 · inbound

A Comparative Study of Semantic Log Representations for Software Log-based Anomaly Detection cites this paper.

A Comparative Study of Semantic Log Representations for Software Log-based Anomaly Detection Temporal cross-validation impacts multivariate time series subsequence anomaly detection evaluation

Reference 10

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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