Paper Citation Record · LEDGER

Dive into Time-Series Anomaly Detection: A Decade Review

As of 12 August 2026, this Paper Citation Record lists 100 of 271 outbound references and 6 inbound Pith citation observations for arXiv:2412.20512.

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

pith.paper-citation-record.v1
2412.20512 v1

Coverage vector

measured 100 of 271 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T23:22:31.208119Z

measured 106 of 106 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:46:42.110900Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T03:32:01.404715Z

Reference resolution

100 of 271 outbound references displayed

verified exact9
verified fuzzy0
unresolved88
parse uncertain0
malformed identifier1
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2785554c-7bf1-4482-a580-f6cab15c827c · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 1

Resolution: verified exact; doi, observed 2026-08-10T23:22:32.313030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0f1abf8b-2cab-4edf-a40e-09849b2e881f · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.807242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c974914-6e39-43f9-aaef-3d12dae1781d · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.811656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 221f8bfc-33f6-46bd-a0a6-5a50bce9b44e · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.816306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6c3a7c9-400d-4165-acab-4f8487374b65 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.820946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b48fa46-962c-45b3-91cd-74f8da1e1a52 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.825654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfbb60ef-3a7e-4cd6-ad9b-67dba387e168 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 7

Resolution: verified exact; doi, observed 2026-08-10T23:22:32.290031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 77833b2f-9c6e-4013-b246-21e5d79707d6 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.834465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac304fe9-36a0-4629-b6b1-09c2f7333702 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.838734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1698e94-cf30-4b00-ad8f-47320f0eecd7 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.842618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 756bcc57-0030-40c2-95af-9b8554078456 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.846661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c36b498-2999-4315-a4b4-405ebaaad1a7 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.851088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3f6cbe9-b248-4124-990a-5f7ac09b44ae · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.855884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 132d79dd-837e-4e60-959f-5b6e15306cdd · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.860095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18620d99-6b01-4787-a554-5641193713ac · outbound

This paper cites Barnet and T.

Dive into Time-Series Anomaly Detection: A Decade Review Barnet and T

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.864019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17fe654f-a5d4-4e8b-b1cb-8897ac967121 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.868003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation becb2fbb-3a7d-4fd0-bdd7-fa215b35ad59 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.872038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5b32b50-9e18-43d8-ab7a-686e6cd70d84 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.876190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a6e1b9d-b9fc-40a6-a311-1e77d2623c41 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.881254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 853f3969-31ea-41d6-b627-871bac2d8cc7 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.885147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a011108c-3df2-4cde-8d1e-3b6197d5ce53 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.889144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c2aab47-b548-4b26-8dc8-7d0465724538 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.893255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f209c0c5-c7bb-4eab-b037-09cf1c872944 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.901045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d2aaef0-5d93-48b6-8bd5-0a95e549b572 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.905123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33d373bd-fe5b-46e1-b17e-86d51e2c742b · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.909275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12a1a751-9214-4081-89d4-8459f113b213 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.913033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8a8680a-9f53-44a4-8691-a988bb7d8088 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.916770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dff3144-dad6-4d01-9d28-dec45ac337c7 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.920619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2151b2f3-1e3e-4902-a45e-1c40d031f775 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.924911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a696e3f3-f688-4b23-864a-0bae7e4a4623 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.928924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d4ee6c0-37a2-4b40-8e26-1c083868f55e · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.932811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66854ffc-5cad-4a88-8435-6f4234da9df3 · outbound

This paper cites Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art.

Dive into Time-Series Anomaly Detection: A Decade Review Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.936560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 948e802b-09a2-43b8-99b8-60bf6e324294 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.940642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0800e189-bd6c-4c4d-9811-195a20b604f4 · outbound

This paper cites Breunig, Hans-Peter Kriegel, Raymond T.

Dive into Time-Series Anomaly Detection: A Decade Review Breunig, Hans-Peter Kriegel, Raymond T

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.944724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 429c965c-d521-4fb6-96c7-95a6b923d8cb · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.948486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dc9c1d4-5369-4f40-8d68-e18e1d802621 · outbound

This paper cites Keogh, Jian Pei, and Sam Meshkin.

Dive into Time-Series Anomaly Detection: A Decade Review Keogh, Jian Pei, and Sam Meshkin

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.952306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22dca8ee-8db6-4265-9bbf-a4f293fa5bf9 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.955903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 416b8dcd-486e-4cbf-9aad-d51a4e8485b2 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.959619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86b51636-6f8e-4478-ab80-ec273b1d4037 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.963689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2016ad1-7bb0-4871-a9bc-32b8821449b1 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.967662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2755beca-d96b-4dc6-b937-bb9340512fd4 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.971228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1629c19-565d-480d-a093-1093b89065aa · outbound

This paper cites Deep Learning for Anomaly Detection: A Survey.

Dive into Time-Series Anomaly Detection: A Decade Review Deep Learning for Anomaly Detection: A Survey

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.974918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd58ba96-3837-4cc4-8af3-dceee2ad1b11 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.979229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64b5f7ab-d0d2-44a6-8b76-c31a244ecb7b · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.982810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c351060-96c5-43b4-b6a7-080e5a5e1d59 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.986658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85c6a0bd-4a7e-4f05-850c-7492a78f3bc1 · outbound

This paper cites Chandola, A.

Dive into Time-Series Anomaly Detection: A Decade Review Chandola, A

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.990384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2110482a-c836-44f3-b306-3ecbfcf4016d · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:30.996236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94a56c69-6360-4675-bd08-d29b458ec46c · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 49

Resolution: verified exact; doi, observed 2026-08-10T23:22:32.253732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ebf6da12-fe65-45e3-aae9-8708573d1e22 · outbound

This paper cites Chauhan and L.

Dive into Time-Series Anomaly Detection: A Decade Review Chauhan and L

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.005848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0be2c9ba-be43-493f-94bd-39ef91f6648b · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 51

Resolution: verified exact; doi, observed 2026-08-10T23:22:32.240690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 24458915-0633-4227-b9a4-3e232308a4bb · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.014329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4523d89c-ec12-4576-aa12-856ed436ed46 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 53

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T23:22:35.012231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e31390c8-3d6e-4c0b-85c9-f06aa6c18bec · outbound

This paper cites On the Runtime-Efficacy Trade-off of Anomaly Detection Techniques for Real-Time Streaming Data.

Dive into Time-Series Anomaly Detection: A Decade Review On the Runtime-Efficacy Trade-off of Anomaly Detection Techniques for Real-Time Streaming Data

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.021917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0635023c-e550-431e-bcc8-cf22069065d1 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.026148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8058ce20-9dff-4856-8b83-93f173906892 · outbound

This paper cites Cook, Goksel Misirli, and Zhong Fan.

Dive into Time-Series Anomaly Detection: A Decade Review Cook, Goksel Misirli, and Zhong Fan

Reference 56

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T23:22:34.901271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 36a9aef8-43e2-4a43-ad2f-a6e35ed0a87a · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.033982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7881edf-0b05-4e66-9159-7f2ce6597ab5 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.037682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9212e9d-c883-4b1d-bb23-96326ea2bc95 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 59

Resolution: verified exact; doi, observed 2026-08-10T23:22:32.218003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e9093914-0184-45d6-818e-430110a97c3c · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.045740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b25a1444-f7a6-4f0b-8921-3831157af50f · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.049527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e9fdf64-0406-455c-8d51-6dd1a7930370 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.053198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c043d2a-74a5-4555-95fc-3a651a33d256 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.056956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23521d1d-d7a5-4878-9d3a-42411439d3f9 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.061072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 964b837b-5fee-4eae-b603-b2be22c4c6e8 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.064925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1bbbdf2-86ef-47bf-a6ee-b0af24a45f41 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.068653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f410d094-550d-41f3-9273-abfeeb3ced62 · outbound

This paper cites Multivariate Industrial Time Series with Cyber-Attack Simulation: Fault Detection Using an LSTM-based Predictive Data Model.

Dive into Time-Series Anomaly Detection: A Decade Review Multivariate Industrial Time Series with Cyber-Attack Simulation: Fault Detection Using an LSTM-based Predictive Data Model

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.072685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de395b76-0a6f-40a6-965a-51918f6ec35b · outbound

This paper cites On the Nature and Types of Anomalies: A Review of Deviations in Data.

Dive into Time-Series Anomaly Detection: A Decade Review On the Nature and Types of Anomalies: A Review of Deviations in Data

Reference 68

Resolution: verified exact; local_arxiv, observed 2026-08-10T23:22:34.804631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 910e1795-5f70-40f5-a780-a56e3d5a6907 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.081588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 809ad6c4-c42d-4b96-afd0-11efae389acb · outbound

This paper cites Keogh, and Jessica Lin.

Dive into Time-Series Anomaly Detection: A Decade Review Keogh, and Jessica Lin

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.085436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23f37110-e1b2-4cf8-993c-a57ced0e896b · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.089178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb44a7a8-f477-4c77-87dc-d76c4e3d00c7 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.093305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd86721f-7410-45bd-8cc3-086372b4add3 · outbound

This paper cites Temporal signals to images: Monitoring the condition of industrial assets with deep learning image processing algorithms.

Dive into Time-Series Anomaly Detection: A Decade Review Temporal signals to images: Monitoring the condition of industrial assets with deep learning image processing algorithms

Reference 73

Resolution: verified exact; local_arxiv, observed 2026-08-10T23:22:34.784436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 16681ba4-ec9a-4d91-8e4e-3d10f0254e3e · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.101025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eef92727-f00b-474f-964d-ff482e45b8b8 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.104735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9a72ed8-2f9d-4eb8-8279-d8d36ba167b9 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.108623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1faff3c0-b9d6-48f4-805a-023b2cb2e768 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.113227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56b6d984-6ae2-4162-a01d-d8c4c9511542 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.117422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 670b8d52-f49b-4e6b-ac37-229eb38a6801 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.121234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bef66f8-6824-40e1-9f58-01f25dd4f042 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.125105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10832c43-1769-4dc9-b0e5-2d0a3898bd69 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.129037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29819a99-b6c2-4974-867c-5f3528b9be6b · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.132832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d57699fb-b0a5-463c-99d0-c7b846376193 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.136599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a2df8a2-b798-47d6-811f-f524d6936172 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.140248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8003806e-4f58-4365-add5-0013b1c9c94e · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.144411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aab0b3a3-63c7-4a84-8c09-869087f21986 · outbound

This paper cites Aggarwal, and Jiawei Han.

Dive into Time-Series Anomaly Detection: A Decade Review Aggarwal, and Jiawei Han

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.148331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 384683ec-56c9-4c52-ae00-8675c8c9be32 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.152077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d566fdf8-92e4-43cf-b75f-eb330541893a · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.156612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab5399e7-c31a-4f26-a9cc-1b9ab42479c9 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 89

Resolution: verified exact; doi, observed 2026-08-10T23:22:32.184040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 48e7cdb9-3fd8-4efc-b062-f869274064e8 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.164457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 497132b1-f004-443d-b7b4-43ae6c244e26 · outbound

This paper cites M Hawkins.

Dive into Time-Series Anomaly Detection: A Decade Review M Hawkins

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.168341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 307130cc-2f88-4160-94d8-e52232b869ad · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.172145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f5def88-e9ca-49d0-a3bb-0ad45d608685 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.176164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 904cf9a6-adcf-4bed-9970-13d05d0137c6 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.180025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53572f94-1196-4a01-8694-171debf609cf · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.183644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 530fd3c5-400b-4912-9574-bd638d897411 · outbound

This paper cites Adaptive Anomaly Detection in Chaotic Time Series with a Spatially Aware Echo State Network.

Dive into Time-Series Anomaly Detection: A Decade Review Adaptive Anomaly Detection in Chaotic Time Series with a Spatially Aware Echo State Network

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.187915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c9c8269-7c54-4870-ae7b-6ff3e28a9c57 · outbound

This paper cites Automatic Anomaly Detection in the Cloud Via Statistical Learning.

Dive into Time-Series Anomaly Detection: A Decade Review Automatic Anomaly Detection in the Cloud Via Statistical Learning

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.191867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34350cdf-1b4f-41a5-8f6d-79ec24d8ea47 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 98

Resolution: malformed identifier; no resolver link, observed 2026-08-10T23:22:31.195830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21712d57-c5cb-43a0-870b-5a3205d60eaf · outbound

This paper cites Hodge and Jim Austin.

Dive into Time-Series Anomaly Detection: A Decade Review Hodge and Jim Austin

Reference 99

Resolution: verified exact; doi, observed 2026-08-10T23:22:32.171356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2afb0323-7a75-4e24-a22b-6bdfd70617f1 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.203464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecc15412-4b49-4b06-9a66-695d2123f5d0 · outbound

This paper cites an unresolved cited work.

Dive into Time-Series Anomaly Detection: A Decade Review Unresolved cited work

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-10T23:22:31.208119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a2e87fa1-07f2-4fd0-a172-fb2d33e0d6d5 · inbound

Real-Time Decorrelation-Based Anomaly Detection for Multivariate Time Series cites this paper.

Real-Time Decorrelation-Based Anomaly Detection for Multivariate Time Series Dive into Time-Series Anomaly Detection: A Decade Review

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T18:46:42.110900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b5e10c5-166a-4996-b3b5-cfe6816ecab2 · inbound

Time-RA: Towards Time Series Reasoning for Anomaly Diagnosis with LLM Feedback cites this paper.

Time-RA: Towards Time Series Reasoning for Anomaly Diagnosis with LLM Feedback Dive into Time-Series Anomaly Detection: A Decade Review

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-19T03:32:01.407494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 35e88000-30a1-4558-8600-5f8d0662ab18 · inbound

Adaptive Conformal Anomaly Detection with Time Series Foundation Models for Signal Monitoring cites this paper.

Adaptive Conformal Anomaly Detection with Time Series Foundation Models for Signal Monitoring Dive into Time-Series Anomaly Detection: A Decade Review

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:36:09.758719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 89a9fb37-78b6-4b98-87ae-2a8412abc030 · inbound

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring cites this paper.

ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring Dive into Time-Series Anomaly Detection: A Decade Review

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T15:58:08.298360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc7e773d-f6f3-48ba-bc1c-9e71ef5aa18b · inbound

A Computational Ethical Framework for Financial Digital Phenotyping for Mental Health cites this paper.

A Computational Ethical Framework for Financial Digital Phenotyping for Mental Health Dive into Time-Series Anomaly Detection: A Decade Review

Reference 164

Resolution: unresolved; no resolver link, observed 2026-07-31T19:30:15.865394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6eb4d69c-c8a0-4b04-8de0-2148bbcdafd0 · inbound

PRISM: Powerful Time Series to Image (TS2I) Representations for Multivariate Anomaly Detection cites this paper.

PRISM: Powerful Time Series to Image (TS2I) Representations for Multivariate Anomaly Detection Dive into Time-Series Anomaly Detection: A Decade Review

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T05:41:31.721600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.