Paper Citation Record · LEDGER

Open Challenges in Time Series Anomaly Detection: An Industry Perspective

As of 10 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2502.05392.

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

pith.paper-citation-record.v1
2502.05392 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T19:35:45.809377Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

43 of 43 outbound references displayed

verified exact1
verified fuzzy3
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 44719db1-d951-4fc8-8417-c205fbe70267 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.420407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cc488cf4-cbb6-47e9-8b71-d00cbf73fd33 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.405940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4a0360bf-57ba-4373-b482-c696f359e1e4 · outbound

This paper cites A Reliable Framework for Human-in-the-Loop Anomaly Detection in Time Series.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective A Reliable Framework for Human-in-the-Loop Anomaly Detection in Time Series

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:45.627694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27d22e89-d23c-494e-bae1-4ea16ddde5f4 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.391130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b2dc0dc7-7bed-4ced-a493-0fe9c44b0bc2 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.376438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 24a73ea3-a3cc-4e39-bae7-5ed15f818ddd · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.361060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e9861356-df3a-48d7-9177-d5be176472b5 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.346931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a54dd69a-3ebd-423a-8f84-717bc56478f9 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.317026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 51c5286a-d295-4235-8439-bef3501ed99d · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.302837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation adab6ea0-ae80-4f95-aad2-100eb50af743 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:45.664601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 450d4fcc-79f3-4bae-b7c6-8d345de0cc31 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.278876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 31e5793a-36d5-4a21-a2d0-ef3b0b063f15 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.263043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 030308ba-88c3-496a-b31e-bd59a5f8cc1d · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.247454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2fad527c-c7b9-4983-bd80-37aab694f8ec · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:45.682604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53bd4d9d-be80-413d-a083-71b617d39d76 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.223514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 17d22141-73db-437a-ab85-7bd0e22a439c · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.209259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 221f3b6f-a6b8-4d56-a6ff-949366aec770 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.194735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9bb68c86-f3ae-42ab-afb4-e7bb625cb078 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:45.699992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8d7c1f7-a24d-4def-b6e2-f1e1c452a30e · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.171004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e94a4c90-ee32-4e2a-8cc0-f8ed0e6a878c · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.156378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f7425b19-ea44-4670-a6a7-8e1aafb21b6e · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.141664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7a5de065-8671-4b56-8fb2-15338c7a54e9 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:45.718141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e57a7d5-35a0-4994-bfcb-ab37002e749e · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.117723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 98aed265-fb06-4ae6-93a2-1328f79b21e4 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.102133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 36869c8a-8341-40ae-8948-ae3ab3b757cc · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:45.731833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f92d66c0-a07a-459e-8598-0b6f3263ffc0 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.078384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8909acf1-4c6d-49b9-a57c-9353948e5a08 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:45.740610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ed98d66-3ff5-4854-bf91-25976ae6e5a3 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:45.750045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a9feedc-4f8c-4c2f-955b-fa9a89720cbd · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:45.754571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88423181-0a18-410d-b9b4-6f65745dfbb7 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.021081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d99bc807-5567-4be3-af74-c77a3cb89671 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:46.005916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4625a9b8-cf5e-40e4-8457-56f4c656e060 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:45.768494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 062fc821-cc82-4ef8-bd92-05dd0ee3cef4 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:45.966056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 49c327ff-1afc-4d81-807a-969b1cc693c0 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:45.950840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation aced931d-c942-4980-8208-ca151d02dd65 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:45.936199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 66b28028-f883-4101-be65-757a00207ec6 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:45.921620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fa9b3fcb-c9d1-43eb-b077-86787427f316 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T19:35:45.795327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 334c82ee-c4cc-49ae-adf7-30251e7bdf73 · outbound

This paper cites A Causal Approach to Detecting Multivariate Time-series Anomalies and Root Causes.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective A Causal Approach to Detecting Multivariate Time-series Anomalies and Root Causes

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-08T19:35:45.852770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 53601135-46f2-407d-84aa-bd22d0738fd6 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:45.898058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c44ba780-9f7d-4044-9022-49170637d9a7 · outbound

This paper cites an unresolved cited work.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:35:45.884038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dfccfc9a-a068-4666-b07e-3a32084936f8 · outbound

This paper cites 31 (2018).

Open Challenges in Time Series Anomaly Detection: An Industry Perspective 31 (2018)

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:45.980645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 465360c1-04a7-46cb-bd30-f063f57179bf · outbound

This paper cites In Forty-first International Conference on Machine Learning.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective In Forty-first International Conference on Machine Learning

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:46.054118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f7df72fe-dc3d-4f55-a240-e9fc9bc3748d · outbound

This paper cites In International Conference on Pattern Recognition.

Open Challenges in Time Series Anomaly Detection: An Industry Perspective In International Conference on Pattern Recognition

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:35:46.331664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.