Pith. sign in

Paper Citation Record · LEDGER

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

As of 9 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:26.243753Z digest=sha256:e3c4cd9db3f291e11181c7ee73005d4f1ad1f97a545beb486ed4a43d7c4a2ced

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:26.298935Z digest=sha256:a064ed939fb5822e0feed7a68a30f9af5583c9e61cbc65334308fd2d6014c8bc

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:26.411952Z digest=sha256:0b7e8915ba3e2af480ef5ac6f45fe6caf558411fdda08edfa7628eb346436694

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:26.763019Z digest=sha256:f025449240a6facf0c4d877fd3ba1ba99e7a8efa5641f4aaa2a582b1c983ebfe

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:26.992779Z digest=sha256:23a6d01f0d1544a06b7fddbfd11d6a9f07ed9cd1ac8c78ba026c24dc9b0748fb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:27.155127Z digest=sha256:e7374e20d3ba50bf612372b71d887951160c4a759402ffd415ea0705ed8feec2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:27.277803Z digest=sha256:9d5bc56b1ca151a89ef978a39e6bc3dbe4190b4ef6a59d6de93c9a3803ba027c

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=sha256:0ab94be37c5d6cd3240263d45f207da68b43c93a9b4a8a45e2e2959171656baf

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:27.634954Z digest=sha256:ee404420f3fe037a8a67f45523032130ec24f38aeebfdd413bdad159970d8d59

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:27.700722Z digest=sha256:b8b9c532635279b6baafc3ab94c8c7cff6e3abfd3c6ef09f1de677fe02f20771

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:27.786610Z digest=sha256:e0d02882d2c48628e38abfebacca65c7d481a205a4ff4b5e838cd5ee57e78262

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:27.853707Z digest=sha256:c14c0de7f68d08943c40a7d8d2b7c7d16fd59799aa2065829f8b1eaddf835837

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:27.928732Z digest=sha256:3bb5b009940f7261d909131dba2e616b6e8ec642f25612024b8e8eb322914391

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:28.019226Z digest=sha256:4e3b085bbbd33d76bdc9e5dfec57aca5768e50a93763d8d0c5be86097be3e5a1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:28.398479Z digest=sha256:7304efa93cb5f365690e68d79a5841c6579482a24571af0b752a3a9cd90b4877

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:28.283939Z digest=sha256:18f3985dcbee71c6201790fea33bbeac8496b59bbdef3c9f48233595ff6e788a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:28.662161Z digest=sha256:4bd9279655a74081192d660ced2bdf33c40252494ada6c69cc261e9f738048d7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:28.536936Z digest=sha256:a99507407fb3051dbf8e824b530452404c368fd9f869271824418a84b6b1c063

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:28.814288Z digest=sha256:c7bd95184616b1fd08389e0d12fac07faa37b1347b48dbd032caa8757d6f3321

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:28.747986Z digest=sha256:75ccc66c88f006bd0e543a30caeca6845d4d606c407d073d5e967cc427739c05

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:28.898548Z digest=sha256:2a8eb3bc06486c8ca14fc8ee9b9f4c1759a4bc1b72af18690f6066dc83155d3e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:29.033961Z digest=sha256:f7b892ec3c7c4b71ca2d456299587181654d17f4f89d342aa70a0c702ee480e8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:29.278384Z digest=sha256:665d2639fa9f76921718580fe0e393525f6e9ee84a9eb7bf1fb486de6fde6714

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:29.214898Z digest=sha256:df5db7a6242fb0f1b6d6546112c86039aec45beb01cd7594f46539104771d49e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:29.471016Z digest=sha256:6b089bc25ab741b052492f780ee40a8077cd8d910162e858887d4d95a2ca895f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:29.346032Z digest=sha256:213b4ebfa282f79bf1336713904eaec1f9431d5d96758b877a905300ec1195a7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:29.586980Z digest=sha256:b03e91289fa6e1f29e9761092493744213727b71bb83378e4de5378957d95e12

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:29.648840Z digest=sha256:e17f6c91182f9874d42323400b391484198ec0e7e6d3d54d6a672f750cd6a458

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:29.521252Z digest=sha256:ee6029a9b1588e60678dac53bb2399e21c5d8d909bbc704e6bcd1a9fae98a7a1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:29.838640Z digest=sha256:88c50364b957b07961aa21af1eaf37ab093298eb9edb61ff4c31cda8227086ad

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:29.885725Z digest=sha256:a30764ccd4e51be0485b2b798d61ab2b9b8630fd3c115ea3a321415e0491e00f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:29.705510Z digest=sha256:dbbebb245ad4f16073ae3dd46b8d922a6606a06a87e9185c0e0ca7cb84f5e705

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:29.998239Z digest=sha256:5f264e78347bd752391bfa6a19a9ca2db4ba54ba03988b2d55fa12c7a4f9099c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:30.091042Z digest=sha256:d5b34df86573295cf28cd1f6fe3160b61b86313e8093a697b1abbe865d9ef70e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:29.939821Z digest=sha256:60b6763059dc8dfe9463352ff1c46f86f74cf15794c8fd16bedb1fd951004f80

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:30.389230Z digest=sha256:cfb42f57d7c08e598fd685eb71b31e075d1d9827a11bd6d54718c2fe5721c27b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:30.569710Z digest=sha256:603dc5091e2b6335e69ed2e9217985405056eb4341de42da29191aa6ba4cf7f7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:30.695008Z digest=sha256:a33ae65ed53d76135db8770a1cc3dd52d41f8cb9e0b2d72e7ef01cb7e752b189

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:30.283507Z digest=sha256:7f85ea97ff351ebadf1a2eae323cd12a6546b7a84c0b775c74f68cfd35251a57

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:30.930030Z digest=sha256:73daf2c73ba7111e2ad7e984d971ca1033a642d50090c5a75498099a8be73b8b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:31.081512Z digest=sha256:c22c0361cae5b57d07e41aca0d60f570ef2ee2b75b19bd1fff4c902e3290c4ef

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:31.216902Z digest=sha256:19ed91bbc984b44d531c55a24681213344f370d56767141e4c2fa7caffc34d0c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:31.343294Z digest=sha256:62b9b2157050d2f008bf714bd130e71cc2067f8dcd9763f30bab51e29f460d9b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:30.824601Z digest=sha256:bece4f31f9d82f0db4790ceafc86209e592e3c72ea4416f2b8f4b868a730aa04

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:31.484470Z digest=sha256:da52fa2a0a964c1c6b38ba7157e3bc90c8e36d969d82dab930057df91dd297d0

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:29.771683Z digest=sha256:de657ad239b583b39b5d984b310247569da711c9bac2ddba5eddde4fd9ed5433

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:26.848399Z digest=sha256:b9a58d83ff8c3982c2b8dbfe7b4b7a05702ca1dbe8a131d40da128cdbbd547eb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:30.481426Z digest=sha256:26cff0be658da4841f13f8dd2cb6834ceea47d0922b22710d989fb53d3f77b23

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T13:52:29.419441Z digest=sha256:6c6d2a87ecd68cc6887af97ae4e17623176e96969441dfa9b58e4420130b5f6a

Pith citing papers

No inbound Pith citation observations are available.