Pith. sign in

Paper Citation Record · LEDGER

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

As of 18 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 2026-08-18T06:34:40.430872+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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:32.830950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:32.830950Z digest=sha256:7dfabbb3586018553c8e34bc7e4d271fe691d881f68dc0c7017691e772c3aba8

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:32.907667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:32.907667Z digest=sha256:502908d5da1d710abda27f84c2224f0ff03fb7e43c1e34521b38731f4f2eb090

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:32.969401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:32.969401Z digest=sha256:f521425cae85c421537bbe89c0bdd6f5fc79099652f03df474aae24525bc7bd9

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:33.028016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:33.028016Z digest=sha256:b3f3f20cb2835f7e8125c784a714f680955eb3a76fddc0c7ae116c93f7637a78

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:33.117799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:33.117799Z digest=sha256:04c1d13f6900d4b9b8dbe42e02b2484972a3c82c300bb40d4ccef2d683c4f035

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:33.188572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:33.188572Z digest=sha256:7a47658dd2b506e101887ce14d466ab29f60db461168735ed8a9543d1a5f0895

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:33.284282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:33.284282Z digest=sha256:c85af395c5810d2395a5c651fd0e757ca53da08f49ab6d18f1498e83c702c586

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:33.356127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:33.356127Z digest=sha256:320fe35d63ea3b88c0effd7a3cb7d563e27cdee6625764c5a5b060077100f361

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

Resolution
verified exact
local_arxiv, observed 2026-08-07T01:04:41.665661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:33.442805Z digest=sha256:9df863f895f05ff08878b9cea2fbbb240c77ed7b8aee9a62610fe02d29f64462

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:33.525895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:33.525895Z digest=sha256:3ca2ed9d4edd18bbdc9348fa871190eb7fd7961df30ee749034796c0f2b71212

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:33.572940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:33.572940Z digest=sha256:cefc7d51c40ac23412d4acabe5553a22280fb15bd1c988f679a0b620f6160c4e

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:33.650888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:33.650888Z digest=sha256:07eaed756280c81d4ce07a479ccd6b0b248524b4bccc39ad2a2d416b005dd6f0

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:33.753589Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:33.753589Z digest=sha256:63a22dc5217609d306938d3f4b0c6bf5f01cb552521212ab067154c89eaace65

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:33.839251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:33.839251Z digest=sha256:025eb33b0271dd1b8b6529eb294edd44245061ca4e8ac61525a16308457513e5

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:33.948271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:33.948271Z digest=sha256:5ec81d9fd61dd285a660974ed70ec7b281f2784b7723ddb0605a88167192df46

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:34.040483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:34.040483Z digest=sha256:195ee6b91d52798ad2f4183d08d5f76048ea91eb86443e76f4d9bda7376a7d33

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:34.152430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:34.152430Z digest=sha256:54b94dcc7a9beebf3d97b3a7bc26feb77bb4dee0caeeceaa52608e052614bdb1

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:34.242953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:34.242953Z digest=sha256:19da4c9b1564ad3f4b83dac311399570f007feb3d6caea915777741e640c31b9

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:34.387827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:34.387827Z digest=sha256:a8b04c1b223d161ca2f434e7d1ce711fa9fdfb86e45759611c157501ca425899

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:34.588095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:34.588095Z digest=sha256:63912a1eb835c7e9da2f59ca7c522f9c83817b6fccb5ce4cf9321eca72a81078

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:34.702242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:34.702242Z digest=sha256:8f648ade6bae4c0161b5744830054c938067275b74e7cf82d88d66c4e7ccdc32

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:34.815083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:34.815083Z digest=sha256:3af45e094d8085c17cc80cd4f63225d9437a1323799b2dff20c86efa64ad9a5b

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:34.897498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:34.897498Z digest=sha256:53ae42f2d09606093dfb5feb9b9a825d74815f74753c9645399ed1df9613f6c7

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

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:35.004812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:35.004812Z digest=sha256:fe41adfe428ebe7a8e5ab7de2319e866e480337afa7d407eccc17f8a6a2b1189

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

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:44.264734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:35.203137Z digest=sha256:f15a7a91124a26b328ef8cbbf1cf4f60830efb317107f30f95a7bc2a8d9dbe00

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

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:44.246938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:35.279956Z digest=sha256:72e2c5f4d053954c9898d871d970cb571641a4f2449e0c3bcc9eb28e5809ca95

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

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:44.229949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:35.533287Z digest=sha256:50d83ac35c7e3f9a723ec8471ea522cb3f11421c87b00589a0c30e6806238456

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

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:44.167626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:35.727369Z digest=sha256:b6d92d1b1d643a9779f14080b24f1d078f0e58f21743fd398eedcc21eafeabba

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

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:44.147364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:35.811294Z digest=sha256:ea3991751e0239ac7d8c24bb5ff2fea9ec0357fe376675a0622b9fccd6cec0b2

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

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:44.130691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:35.905847Z digest=sha256:fea0d629f081535f6187cb46c501ac1ad4f20fc192508dd82d12393b61a3774c

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

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:44.111482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:36.013928Z digest=sha256:2792c953d2e1f5de15ddc699e4d8cf7e99ff54318e49a18ec99f16ebbe855780

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

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:44.094062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:36.109604Z digest=sha256:0ecc7915faf19fecdccf6e6b8a0361e334e1b803c4ed8923111939c4705d7060

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

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T01:04:36.198687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:36.198687Z digest=sha256:3880a2ad355613ba28e1e4154a99391b599f1ee46f83823a51864ac13aa73491

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

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:44.048106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:36.343504Z digest=sha256:0f0ad999cd9a7527d6a6a2800cf9cc117cdd9ecbe25e9ceadfcd200b5613682f

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

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:44.032422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:36.473026Z digest=sha256:220243c9b67058147e18206cf5245f7333c1d64c047fecd45669e04ffb049e22

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

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:44.015966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:36.585191Z digest=sha256:41e871c4a3e5d6cb17b7079de04315052b4a55b112cdf83a34bbd41fe7be9144

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

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.981290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:36.785989Z digest=sha256:75a4db77c49d1a5eb97f01f7023bcaf88ca989b2e6c779de11dcf7c12f6776dc

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

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.964529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:36.866493Z digest=sha256:b462372850dcce7dd595a03a78d4b5edae1206810529794c96a4cfe41d53ee3c

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

Resolution
unresolved
raw_fallback, observed 2026-08-07T01:04:43.948369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:36.947841Z digest=sha256:f621944a8a71245bf8e06be1121bc4ca1fdb0130348789ac1e9f1d3a328a7279

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

Resolution
unresolved
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:37.028184Z digest=sha256:84f178eca212046c28d33138ab14a6fa0814bc97b67eba734bb0e83010b353e5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:37.109439Z digest=sha256:c8e4c3f96caded908c2a006dbb89a4b46bcf2a9be089f8a10b17236e732ffc41

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:37.187688Z digest=sha256:e1cf7cfac93f1d934856c9d2f4cae02cde3fd8bb95e2fcdf275afa6178e653fd

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:37.269479Z digest=sha256:0de2ac647bfc773d7edfa4ad9c9305b9fa7b3fca85941feb1064c34a263d1775

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:37.350428Z digest=sha256:d452a92882ce0bd29562d34bfb5fe744558deeb70710ab427b245e46168fca53

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:37.435465Z digest=sha256:0f7bad2a89b50fb0ec8a3de73af10915f880e12fbdd5f724133010eaac105db4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:37.515326Z digest=sha256:c7902a056fee24e890f1c7e931603efc6cb09205b9eb6e2bbfdfff769d4f7e3f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:37.594037Z digest=sha256:0e1e6d19566ece9a5643df716de3f9f4779260fd2f8c702bd3ed92ee109496b4

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:37.704914Z digest=sha256:41e644556dec47fc9154e018d58616ec00337f5282dcc8a3e9154a7f9e0c26de

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:37.803543Z digest=sha256:2b537a9194747072787bf9faa9dba44d30ee71ea002bff9325182c48d6a65bf0

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:37.881222Z digest=sha256:77397972a758bfc4b0160dcce3f55c600c216dffb2e28d1c6c5c33f8009d05de

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:37.946498Z digest=sha256:533c064a24bb4824bb85aea9a02f76d2b8a0a0ca280fc901df37b5f39034b594

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:38.027681Z digest=sha256:36a8bfdc3b9491088439ddc1c41e41786e06dfac0db9b70f9a63cad3d566a3a7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:38.110909Z digest=sha256:2851b8d45a1454798c3819af4e9a2949c9ec336a62df7ecb8946cbd129b4018d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:38.178441Z digest=sha256:eb94fdbc786c058c396f7c57a55cdf45cce438fd63fb5cc264f41020d04e183f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:38.245221Z digest=sha256:c43fcc1a25e79e9f6636bef29dbdf6d34938486c70ed578011c915f412697884

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:38.393385Z digest=sha256:43c180b1037473ff238b6a5ffc7e9b46aea85307174ccd87d30a78e642ec3c71

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:38.430640Z digest=sha256:7de0f055087947115a2677e38e7ce6c2560db7108f13937d4202bb48321b2594

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:38.500173Z digest=sha256:a2372c5cead429f74838762f937cd5c13f153edb0f836a689860ed887a185d68

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:38.575732Z digest=sha256:d0b993d434b65d270d12a0e8a217bb6504044ce53ecc9c0948955710b9ac6c77

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:38.767572Z digest=sha256:72db56cc5f7be6d94479b488cc145962d9330ac02171cddc0231933bb9ecf2b6

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:38.844793Z digest=sha256:a816a07ac37b3ec70c76279dfb9b4b4f42bb31aa75eea3b1256718210ca73aad

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:39.005034Z digest=sha256:136fafaee6d2e4065959e82dc895807c4db97d2cbe07f00433232b8a31ae2d94

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:39.164393Z digest=sha256:0c74fde489aaeb512f3736e87c74f093be6a39c77e04a263ac239229199434f9

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:39.249275Z digest=sha256:e396497035dfa386427004ea4fdaeac0aa2e127eeff4107e6e6cc2534cf21aae

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:39.352121Z digest=sha256:112b8bbf01e197358c51fac5d907023264a8eac6724e61ce39a17ca46039e579

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:39.415355Z digest=sha256:1dc94477ee0977abf21696d000d50748ef4cef589f6edf1c5091174a4336bee5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:38.677863Z digest=sha256:a8c0327c9f73a5bfa085770d535822180cb82d8416e84deca8b4e289d1480e09

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:39.527597Z digest=sha256:13b9796a231ba4b1e80b21ac85b4289edd96f68997ee23e3e373e93104a842a5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:39.597902Z digest=sha256:0b630d01ce5ca68455148d2fedecec23a90a263f2c16a4832bd67e077e294475

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:39.652687Z digest=sha256:ca78426dc65b408de41561784dd9ca0513f9662ce85b15d7d298b758bee55999

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:39.752311Z digest=sha256:8d0fa3c6c22cb4fbf09793028c12c859e9ce3d6b06781fbb9918877c2a1f2a7c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:39.086849Z digest=sha256:e0eb5fefbebfe614e0cada4cc9a3abd566c677b55119d56287774ecc6552dcde

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:39.946604Z digest=sha256:62e9910e14baf0f887d9de6f3ccd4afd96003e1bfd20d02d4a55673c11b5253c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:40.018483Z digest=sha256:e7f8baa177fdf7065033aa4b04b15af489a7ae0dd0676395bf0e5dc8ba16ba5d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:40.101775Z digest=sha256:61f2f72e2c9853f9ca1d718d73a56c328600060378b2693fdab5b38cd202a03b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:40.180128Z digest=sha256:dc0133da1f47770e381c94bbbaea5deb930016e5afa5d5aec0aeb62be92214e7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:39.484739Z digest=sha256:68fac79789f63f361ec37cc2a4c5ff3c15700e38ae37e69b4ba7272cb4a8dd85

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:40.310957Z digest=sha256:1cb00d8d58b7407ad9417efeeeb098059631e218bf1ead202ba108523cf370ea

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
unresolved
raw_fallback, observed 2026-08-07T01:04:42.980103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:40.365499Z digest=sha256:85bbf34544a51cc6766f7906846933a52ad135f0346dc871ca8b6584e2a52c3f

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
unresolved
raw_fallback, observed 2026-08-07T01:04:42.963468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:40.415009Z digest=sha256:38acd40cdfd9d90736bba01b0c5cd03707dd3aeab4bcfebc6a3e533f56483112

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
unresolved
raw_fallback, observed 2026-08-07T01:04:42.932692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:40.533707Z digest=sha256:b67095cceb19d94996f4d57ae7bc18bf4e633497b1a7a4cddae4625f0e940a73

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
unresolved
raw_fallback, observed 2026-08-07T01:04:43.354966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:39.855974Z digest=sha256:59e42515588f9c607701a1ff84ded2fdba52dccdcdca3398897c05795d382581

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
unresolved
raw_fallback, observed 2026-08-07T01:04:42.900671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:40.695667Z digest=sha256:a29671b8d68bf8376bbf3b5eda908f8ed50e2c2dc5e327a2b84397206825b82a

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
unresolved
raw_fallback, observed 2026-08-07T01:04:42.885147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:40.741179Z digest=sha256:7d2abfe03b0e2f3d4eb5b149f9d8d41adfe13d756b40531cd0a5ed6c1220b52d

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
unresolved
raw_fallback, observed 2026-08-07T01:04:42.868163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:40.784466Z digest=sha256:63a12b2e10f958ee027610da5da112bc81e318bd12bcfacc94eab22f1dcd3eb9

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
unresolved
raw_fallback, observed 2026-08-07T01:04:42.853551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:40.824782Z digest=sha256:ab14b090dc2175a7e829f9a8cb978bdc9fc687fd177e3d57c792cad71bdaa552

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
unresolved
raw_fallback, observed 2026-08-07T01:04:43.014221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:40.240987Z digest=sha256:e26d6b5262c23b4f462047bc26c8ff844278c804f4c62d48cc54ef0788d96c03

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
unresolved
raw_fallback, observed 2026-08-07T01:04:42.787267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:40.956401Z digest=sha256:c1d65fcffe5f9d0fb51a2c87795f5d1636678cf79645246208a320a541315102

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
unresolved
raw_fallback, observed 2026-08-07T01:04:42.007670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:41.079777Z digest=sha256:c70a49750be08e0cef16b0634a16153d9f216e0bf41272b6837499681db9ed50

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
verified fuzzy
raw_fallback, observed 2026-08-07T01:04:42.947151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:40.467095Z digest=sha256:c3ce6e624e541602ec568c4248245769e238be0af5bd4327080a2029f49047be

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
unresolved
raw_fallback, observed 2026-08-07T01:04:42.917219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:40.646211Z digest=sha256:21046c972359826af3822f1594422ef1679166b55b43f1cf96a31e5d9a1387a5

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

This paper cites Sensors 24, 5 (2024), 1522.

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

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T01:04:42.838236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:40.871066Z digest=sha256:aad73f8144e4f34d04fc8ddcd1cddc451c771c7ef3c6fdfbd2d2cb72609cf94b

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
unresolved
raw_fallback, observed 2026-08-07T01:04:42.822781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:40.906757Z digest=sha256:39140e38a809100695edc8710628f93b1822ea6447d312ac8fe70ecb35c6b802

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
verified fuzzy
raw_fallback, observed 2026-08-07T01:04:42.466475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:41.029203Z digest=sha256:89dda800bfeb8196f6fb158e0dbe15abeb91810ff304b0ee2a7147969f750ac5

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
raw_fallback, observed 2026-08-07T01:04:44.212001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:35.453461Z digest=sha256:bdd4e936358a3362ad085ceceb3be853d482da8bab7fa4214c67a3947ce13470

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
unresolved
raw_fallback, observed 2026-08-07T01:04:44.191908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:35.643363Z digest=sha256:354f1910c5272dcb813b74c682a16b3d8f736138c2eef362d6491d052e11e633

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
raw_fallback, observed 2026-08-07T01:04:44.064643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:36.290255Z digest=sha256:04b68ea03a4205ffcb9cf9430ae8af9af0d535a6e9d91e7c56a54bd0986b0ea3

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
verified fuzzy
raw_fallback, observed 2026-08-07T01:04:43.539585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:38.907210Z digest=sha256:94619593cc1bfc97aecf690028bd0d0249755ad2de3b6ef49a008098853efad0

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
raw_fallback, observed 2026-08-07T01:04:44.282586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T01:04:35.105338Z digest=sha256:bfe8fd03ee7703306f092bfaa90864c1e0e7180343dc92556e148007ae3be96e

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
no resolver link, observed 2026-08-07T01:04:34.498359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:04:34.498359Z digest=sha256:8fd31715c3a534f99047ee768f74b60e3c98458b6ec17e69175d5ae701d68e5f

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
verified exact
arxiv_id, observed 2026-05-11T05:25:59.635361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-10T18:08:20.298349Z digest=sha256:75e120e7fb7b1d466f5764a6b373ba7dfc025af755447e1957fbbad6ca618499