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Paper Citation Record · LEDGER

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies

As of 11 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2505.20765.

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

pith.paper-citation-record.v1
2505.20765 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:52:31.484470Z

measured 57 of 57 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

57 of 57 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved52
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4a39a9db-78e6-48d8-9f41-029147092bcd · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:41.771216Z

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.

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Observation 1c0351b9-2075-4b82-9e74-98d86488ef50 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:41.528979Z

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.

source=pdf_text observed=2026-08-07T13:52:26.298935Z digest=sha256:5d5ae3e79f2d54d292487ffbc9482ccacea6b739a5059bf018affcbddc23b8d6

Observation cbd34200-2f90-4081-92ca-846dbecf2b38 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:41.392999Z

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.

source=pdf_text observed=2026-08-07T13:52:26.411952Z digest=sha256:8aa52bb6302873231393592685818f24af5dc0c1067a9f9657b6c8b2e6e3d318

Observation 3931bed5-cc80-437e-a300-feaa60f97e36 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:26.533208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:26.533208Z digest=sha256:79b030dfee0c2bbf3d71afb64a2bb8a489e0e26f6c0a888ec11edc7e8810f3a5

Observation d54bd715-3972-4c60-99b6-4c1e4f0b08a6 · outbound

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

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:26.658989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:26.658989Z digest=sha256:b0800ac9d66f6e1564f1955f483eba8e62a8a81fc273bb46338a3025dd40911d

Observation aee09de6-5c73-4b66-b0f5-ca0463fe8373 · outbound

This paper cites Carmona, François-Xavier Aubet, Valentin Flunkert, and Jan Gasthaus.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Carmona, François-Xavier Aubet, Valentin Flunkert, and Jan Gasthaus

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:52:41.159829Z

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.

source=pdf_text observed=2026-08-07T13:52:26.763019Z digest=sha256:1a1617e75ccbe148e0a9b10cc87cbfd253cac661820be46824059cff0c4f5c02

Observation 0b323123-8ed2-46ae-973f-d69abe455f72 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:40.734545Z

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.

source=pdf_text observed=2026-08-07T13:52:26.992779Z digest=sha256:e8203f485e67a876cd5d2ff714602ab8c56b6f80c5c4d8672fec0b34e1ed1478

Observation c7e86867-d395-4981-b185-bac7447f4159 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:40.486973Z

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.

source=pdf_text observed=2026-08-07T13:52:27.155127Z digest=sha256:4380450406eb70c6f303c1aa9d89fd43209636872c70853c1b3dd7f48fc58e45

Observation 4da529a3-7c42-44e2-989c-fe72717f0caa · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:40.213116Z

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.

source=pdf_text observed=2026-08-07T13:52:27.277803Z digest=sha256:6225d82b0fda59929af38e39c85fcdd1c701c58208f766131a2ec99dd0ddb791

Observation e06fb302-41e6-4364-9813-d184e5bee7da · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:27.396512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:27.396512Z digest=sha256:315d05c4ead807d10793a1135cffbb21a3ae6703d2afbf1f8ed5da5b661a7ae0

Observation 9d6f9ef0-7bfd-4507-ada9-ceec7732b563 · outbound

This paper cites Improved Regularization of Convolutional Neural Networks with Cutout.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Improved Regularization of Convolutional Neural Networks with Cutout

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:27.486014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:27.486014Z digest=sha256:5bef2410f7d65c5264599c4301e5c21cbe200fbe8cdde7368c37e4f562f54ef1

Observation a0a962a5-e5fb-41c1-9b89-ccaf18fe7936 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:39.934686Z

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.

source=pdf_text observed=2026-08-07T13:52:27.634954Z digest=sha256:69790f2427558776e5e601cef966ebfa2050648261a5bca253786bb07a1b8848

Observation 1bf717b1-52d2-4b0b-9d75-d6eecd8ef8cd · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:39.655427Z

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.

source=pdf_text observed=2026-08-07T13:52:27.700722Z digest=sha256:191aea761d507773f3d0307f6630ebdc37efb6518af23617ea1f1041e2328c75

Observation e98c2cbf-cbf1-4e40-9e0b-b51d849a5fb4 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:39.479654Z

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.

source=pdf_text observed=2026-08-07T13:52:27.786610Z digest=sha256:468ad7a81f0cc2d97bc7613b80db4be6939848614e4a7c21d577857044580a2e

Observation d4ca8fc1-4206-49be-a26b-025b998492f6 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:39.264962Z

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.

source=pdf_text observed=2026-08-07T13:52:27.853707Z digest=sha256:840e301e3e417ea533c7d1c243081752e048cbc40b5173cd7eb09334973ac28e

Observation f8e4ee96-3f21-4f04-bb76-b26edea012be · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:39.116340Z

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.

source=pdf_text observed=2026-08-07T13:52:27.928732Z digest=sha256:4e44334de317e7ee4cdb3183a568060d994e59bcfb3d7b7c6cf0bfe4e102152a

Observation d7fd0147-25f7-4255-ad61-a131e0f6e16d · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:38.918040Z

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.

source=pdf_text observed=2026-08-07T13:52:28.019226Z digest=sha256:b2ac8a393398a0629fca45b4c58cf2fbc7b291858472f64a9f8065b62c7815af

Observation 103a3b6f-0bc2-4aac-90f9-f289ffdab238 · outbound

This paper cites AnomalyBERT: Self-Supervised Transformer for Time Series Anomaly Detection using Data Degradation Scheme.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies AnomalyBERT: Self-Supervised Transformer for Time Series Anomaly Detection using Data Degradation Scheme

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:28.093576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:28.093576Z digest=sha256:27512ec07b62158f0e57f995703bd500f2b125c6e10aeddb3d0aead333129b90

Observation 965838d3-e172-423b-afa4-ab4b0c1a2273 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:28.210708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:28.210708Z digest=sha256:da37c86d9ce2b2a1fd5aa91d0b76bb764c53cdfe41fc06bfd1e08dc397df3211

Observation 50784f9f-97ca-455f-8ebe-80f53bb8e853 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:38.654078Z

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.

source=pdf_text observed=2026-08-07T13:52:28.398479Z digest=sha256:22c397843e78a7b08dc4655f0c74db38f556dcf269bd3cf3a2db7d179b45ce28

Observation ec6ea95b-e37a-4efe-babd-b56e02490e1b · outbound

This paper cites In AAAI, Vol.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies In AAAI, Vol

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:52:38.779587Z

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.

source=pdf_text observed=2026-08-07T13:52:28.283939Z digest=sha256:f5bd36206ed45d8ba36eec38741b685272d26ad0ca9f8abfc72cb703e5078a10

Observation 614031e5-6b04-4218-9b17-b37aaf8cd01c · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:38.345342Z

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.

source=pdf_text observed=2026-08-07T13:52:28.662161Z digest=sha256:92b87738025144d617868c641d41325c371af8859b0645cf19bcd06f3463aa35

Observation a2efebea-021c-4b38-8b56-9698a95ae1dd · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:38.505474Z

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.

source=pdf_text observed=2026-08-07T13:52:28.536936Z digest=sha256:d494c4503ba4c1e71eb88fcb159e16a78e2c205d189df9c9ec48a506c89c74a0

Observation b3707424-a48b-4317-9df2-8a98dd91c897 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:37.824390Z

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.

source=pdf_text observed=2026-08-07T13:52:28.814288Z digest=sha256:6f0b15cf3f3f70244313c0c7c05aa08beee64d17b66261d92dbcfa19110c74ad

Observation 65a1e001-28a5-4344-8244-747c208a25dd · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:38.109256Z

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.

source=pdf_text observed=2026-08-07T13:52:28.747986Z digest=sha256:7a69cfcc81c594e77c8b78c22005d8a60dddde8767c79b2fa1309811c2de82e9

Observation ba0c8233-9c2f-44b0-8657-c5a0b952f13e · outbound

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

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies LSTM-based Encoder-Decoder for Multi-sensor Anomaly Detection

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:28.965089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:28.965089Z digest=sha256:a2e2eaf1ca0fef16c460d4b2d1d928ca46e35e9082a8bc6d282991b95c07f90e

Observation f9288b95-1c57-4595-80fb-2407f82bc310 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:37.541952Z

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.

source=pdf_text observed=2026-08-07T13:52:28.898548Z digest=sha256:0c9cfd3572f495ef72dd9ff8e1443f4a89f157711d98bafcc9d0ee7d1ee660bf

Observation 9f52c6d2-f60a-477c-a9db-553d2d85fda3 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:29.109408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:29.109408Z digest=sha256:f659a96c111c83914e2309cbd84590e873417dfed4c67f1ce1ee644c0d293857

Observation dda131ea-12cc-4c62-a8ac-4d4a548f5228 · outbound

This paper cites Tsay, Aaron Elmore, and Michael J.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Tsay, Aaron Elmore, and Michael J

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:52:37.256929Z

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.

source=pdf_text observed=2026-08-07T13:52:29.033961Z digest=sha256:5802daf58f70833cdef8f72dabba7b91ec67733c22fba5101d3bf7d9a28e50c1

Observation 7fbfa531-d814-4da1-b42e-7627f5a7395a · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:36.735028Z

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.

source=pdf_text observed=2026-08-07T13:52:29.278384Z digest=sha256:d5dd82e6cf3b724e2c76a0088655c5bf0508329e43185e6c1baac0ce41ba68ba

Observation 8121981f-7c58-4abb-b4c2-5212ada730fa · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:37.011677Z

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.

source=pdf_text observed=2026-08-07T13:52:29.214898Z digest=sha256:35271080b37d5466634bc3fadb836fd2f6e6144afdbe2bd6d37ed56b47fc127c

Observation caed4b19-5202-42e4-9495-37c692e933a1 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:35.909503Z

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.

source=pdf_text observed=2026-08-07T13:52:29.471016Z digest=sha256:6ba8ed64f4e4bfb2d6d58621bf8caef8e985ef3c8f1c72dd409af56c0fa57eec

Observation 8310bf32-954f-4d2e-8786-b57938278b97 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:36.450806Z

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.

source=pdf_text observed=2026-08-07T13:52:29.346032Z digest=sha256:88eb0e052a843477f7a1a79f636125ceeae08fd2b403b3ac6881d7f825e5dc33

Observation 5e48a74f-6425-4fa1-a423-76b82756ffc8 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:35.524614Z

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.

source=pdf_text observed=2026-08-07T13:52:29.586980Z digest=sha256:fe0dfebe1ec438efa318bf5cc184190f8508939f2fedd55a88641e934747abef

Observation a9841ddd-9ccf-4fda-9850-56bb4c007e1e · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:35.272690Z

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.

source=pdf_text observed=2026-08-07T13:52:29.648840Z digest=sha256:9f8fd95708f4b25258ab4897f33f444b66c09d73608f8d1ca79ffb74b776343e

Observation 9a398a02-55af-49d8-9c41-ef4d40adcb6d · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:35.730054Z

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.

source=pdf_text observed=2026-08-07T13:52:29.521252Z digest=sha256:6d0d63a90f375bac6d9cc53fdff2f12f7da3e9dd1bf41832bb6b7a4a736c1a66

Observation cf1852eb-62d0-4fe9-883b-75b7d4027bbd · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:34.671832Z

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.

source=pdf_text observed=2026-08-07T13:52:29.838640Z digest=sha256:0e9019a952a302a6b73567a9a059b81f52917d2a0a2695d61f17a0d0810b3e8f

Observation c3d01883-6d94-4438-8ebe-d0697d02f3be · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:34.522805Z

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.

source=pdf_text observed=2026-08-07T13:52:29.885725Z digest=sha256:e144a7a3c512092b2911049ad5a5e65f9301d58f5b728e0995ed6ec20b6700e2

Observation 3fd90eb7-d1de-4282-ae6e-0e08b598c76c · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:35.085943Z

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.

source=pdf_text observed=2026-08-07T13:52:29.705510Z digest=sha256:89bb70f7432c6872e7722a60608f756724be6a57c3f16ebeec187527bb77ca04

Observation 7c8923cd-657e-42ab-b5c1-573b624911dd · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:34.069206Z

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.

source=pdf_text observed=2026-08-07T13:52:29.998239Z digest=sha256:8501bc3ee8b668a0eac636781fd764cd53f8cd90dd4dfa266cb4efd1b2626d1f

Observation 4a10d216-23a0-4388-8cff-b60d263987e8 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:33.872321Z

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.

source=pdf_text observed=2026-08-07T13:52:30.091042Z digest=sha256:b3d4f4e637e1f38a11cab72b6b9849739e29e1107ef40e2791dd79dca909562f

Observation 83bd3bac-82aa-4d17-8b2f-2ac4c2cc0554 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T13:52:30.182191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:52:30.182191Z digest=sha256:d340c77713ffb14b583d5410c0e19cfc9cd2a0d9cb70890b7ffb48cdec8b6221

Observation b64a7f46-db46-4524-a1bf-343692a71929 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:34.285306Z

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.

source=pdf_text observed=2026-08-07T13:52:29.939821Z digest=sha256:4e264123977fa9849e61b9b3cb4468df2973424a82b22d5f8b3a36348abf06fe

Observation 3c442f12-caa2-4a47-b804-8c9eb963cc8c · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:33.614861Z

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.

source=pdf_text observed=2026-08-07T13:52:30.389230Z digest=sha256:34e05268b09e90fc3ee30eae157ffc068ad2a6161d73c0b37eadc3b8cecf727d

Observation 9db8c841-bdfe-426a-990a-b87e0fac7386 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:33.254281Z

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.

source=pdf_text observed=2026-08-07T13:52:30.569710Z digest=sha256:e191c0ce70f7e96f330f5b736ad76f5e87d14a95f3b1caa426f8edd346c46e50

Observation 3c4fd490-317c-41bf-bb0c-f474957d05ce · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:33.056278Z

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.

source=pdf_text observed=2026-08-07T13:52:30.695008Z digest=sha256:713d96e6484fdc92366e60f3e9b5c8cb7c5cef6b9ea92b555afba01c1c020101

Observation e30a0025-f5e3-4265-8145-6abf4c39b273 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:33.732077Z

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.

source=pdf_text observed=2026-08-07T13:52:30.283507Z digest=sha256:130ae190fc0f68b069fb0ee621b91cd26f2cca997541a46e3bb344af5b27eb68

Observation 7affe762-1077-489c-bfaf-5501a1bfb967 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:32.647829Z

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.

source=pdf_text observed=2026-08-07T13:52:30.930030Z digest=sha256:7da4ed8c751437bae3ed8e475f59a4400c18cfa8126617fb0d880d603172608a

Observation f1780476-cbfa-4c26-a53e-b21d717711d9 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:32.519184Z

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.

source=pdf_text observed=2026-08-07T13:52:31.081512Z digest=sha256:374d03b317d1a489e1b9852cf492dea38c6f0b88a0dc7f914a124c892c9b39e6

Observation 488be222-0e59-434f-8722-843b0967854f · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:32.415434Z

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.

source=pdf_text observed=2026-08-07T13:52:31.216902Z digest=sha256:2810a3c9577609fcf86ff7bc799227da534d61b60a6019382b661190750aa93e

Observation 5757850e-fcd0-4e17-aeed-d1d8719cad2c · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:32.271047Z

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.

source=pdf_text observed=2026-08-07T13:52:31.343294Z digest=sha256:e4ac8e739656daeb719cabf629db2dfdaccb1405fd8d5f65ff485e24ac48961d

Observation 89d144bf-1cef-47d6-8683-e570eaed0c3f · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:32.798134Z

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.

source=pdf_text observed=2026-08-07T13:52:30.824601Z digest=sha256:be91ee5e407eda13777fb2a532fdfa2904b5261701815a09052bed56f47415f7

Observation 5bb2e205-7648-4524-9312-5ae3097bcc98 · outbound

This paper cites Therefore, the num- ber of training samples is given bysequence length window step , and some of them overlap.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Therefore, the num- ber of training samples is given bysequence length window step , and some of them overlap

Reference 58

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T13:52:31.909644Z

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.

source=pdf_text observed=2026-08-07T13:52:31.484470Z digest=sha256:eb5bfe3971e614a122eeb258f54ff897f7a2ece6d6b4297811e37f9b2305c729

Observation 1b9e3193-76b2-489c-a636-c096900f22cf · outbound

This paper cites In NeurIPS.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies In NeurIPS

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:52:34.828998Z

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.

source=pdf_text observed=2026-08-07T13:52:29.771683Z digest=sha256:582e488dddb5edc9643530342dbdce93255efea1458d125a1a516ac3e6f06312

Observation 86c567b4-f244-4dfd-87bd-f7ecdd055dc8 · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 2022

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:40.986024Z

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.

source=pdf_text observed=2026-08-07T13:52:26.848399Z digest=sha256:c3f00d7f48e480912da3a4f9a26023b64c8dfc19156f7de5520ef6813d10785f

Observation a77b1eb2-8937-4e0f-98e1-9b9b6b9db6fb · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 2023

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:33.487540Z

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.

source=pdf_text observed=2026-08-07T13:52:30.481426Z digest=sha256:835025a47a6d98c9576da0667191f9284dc86fbec65315db80cb453e65c4dcfa

Observation 5c04ce2d-1796-4b91-a162-a488012006eb · outbound

This paper cites an unresolved cited work.

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:52:36.145071Z

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.

source=pdf_text observed=2026-08-07T13:52:29.419441Z digest=sha256:b12c55d87c3b841228ebe5328640b32d4bb55ee6892ecb77fb580a87d281e88e

Pith citing papers

No inbound Pith citation observations are available.