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Paper Citation Record · LEDGER

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection

As of 12 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2606.20055.

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

pith.paper-citation-record.v1
2606.20055 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T18:27:13.277052Z

measured 62 of 62 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 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

62 of 62 outbound references displayed

  • verified exact29
  • verified fuzzy0
  • unresolved27
  • parse uncertain1
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 43f5f97e-ac56-4aa3-bfb3-41e8ad9fe147 · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 1

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Observation 4ec6b95d-20dc-44af-9ed5-38a573f4d58e · outbound

This paper cites Ming Jin, Shiyu Wang, Lintao Ma, Zhixuan Chu, James Y.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Ming Jin, Shiyu Wang, Lintao Ma, Zhixuan Chu, James Y

Reference 2

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doi, observed 2026-06-26T18:29:41.057341Z

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Observation 9f63838d-19c1-4208-9c78-05d520d90ec1 · outbound

This paper cites Paparrizos, P.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Paparrizos, P

Reference 3

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Observation 76201740-0b93-45d9-955c-fbbc99d32de6 · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 4

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Observation 7fde4a25-7dc2-4896-829c-87dfe0fe0c14 · outbound

This paper cites Liu and J.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Liu and J

Reference 5

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Observation 3a7027fd-d5a4-4de4-adbe-b63beb1cc63e · outbound

This paper cites Park and S.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Park and S

Reference 6

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Observation 041e04e7-0d54-4de6-b7ad-dcd50f3d9226 · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 7

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Observation fc8abf87-2444-4875-ab73-02657439af04 · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 8

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Observation 1321813e-3178-42d8-b507-9bf8e4de8030 · outbound

This paper cites Yairi, Y.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Yairi, Y

Reference 9

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Observation 85cbc20f-1aef-46b5-b936-3a24548fdc09 · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 10

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Observation 6aa10b42-9dd8-4bac-a1c8-634ab72c3342 · outbound

This paper cites Paparrizos and L.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Paparrizos and L

Reference 11

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Observation 26c9b5df-1df0-4784-857b-ef87b691fad6 · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 12

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Observation 33019c04-2776-435b-8460-eebacba15b73 · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 13

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doi, observed 2026-06-26T18:29:41.059921Z

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Observation 07e01a2b-c76f-4bfc-878f-6bb639d1a68a · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 14

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arxiv_id, observed 2026-06-26T18:29:41.062711Z

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

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Observation 9a4d326e-fae3-4d53-b920-d0907507e52a · outbound

This paper cites Isolation forest.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Isolation forest

Reference 15

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

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Observation 623f664c-0e97-444f-804c-b605708788fb · outbound

This paper cites Extended isolation forest,.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Extended isolation forest,

Reference 16

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arxiv_id, observed 2026-06-26T18:29:41.057561Z

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

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Observation 5e778d7c-331a-4a43-962f-b885085fb07d · outbound

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

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Breunig, Hans-Peter Kriegel, Raymond T

Reference 17

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arxiv_id, observed 2026-06-26T18:29:41.065753Z

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Observation 092623d5-3467-4b60-a217-86c00933627e · outbound

This paper cites 2000 , isbn =.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection 2000 , isbn =

Reference 18

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arxiv_id, observed 2026-06-26T18:29:41.126849Z

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Observation b945420f-0077-47a7-b001-adb070b2bd9f · outbound

This paper cites Goldstein and A.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Goldstein and A

Reference 19

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Observation 580d0b27-90db-4fe9-b53a-e58439f0d493 · outbound

This paper cites COPOD : Copula-based outlier detection.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection COPOD : Copula-based outlier detection

Reference 20

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arxiv_id, observed 2026-06-26T18:29:41.138402Z

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Observation 0bdad9a7-cfbf-4b62-8e87-f61c3a7522e7 · outbound

This paper cites Jihun Yi and Sungroh Yoon.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Jihun Yi and Sungroh Yoon

Reference 21

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arxiv_id, observed 2026-06-26T18:29:41.088669Z

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

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Observation 515b63c8-6164-4706-9018-b7ede23f0310 · outbound

This paper cites 2020 , issue_date =.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection 2020 , issue_date =

Reference 22

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arxiv_id, observed 2026-06-26T18:29:41.133028Z

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Observation e9c10aec-768c-46f4-b251-dce358a80dd4 · outbound

This paper cites Paul Boniol, Qinghua Liu, Mingyi Huang, Themis Palpanas, and John Paparrizos.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Paul Boniol, Qinghua Liu, Mingyi Huang, Themis Palpanas, and John Paparrizos

Reference 23

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arxiv_id, observed 2026-06-26T18:29:41.129632Z

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Observation b99114de-78be-4771-876e-18f7c4ac238a · outbound

This paper cites Haixu Wu, Tongtong Hu, Yujun Liu, Han Zhou, Jianmin Wang, and Mingsheng Long.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Haixu Wu, Tongtong Hu, Yujun Liu, Han Zhou, Jianmin Wang, and Mingsheng Long

Reference 24

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arxiv_id, observed 2026-06-26T18:29:41.130026Z

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

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Observation 24d71698-6f30-4dd5-9d5c-1eec39bc17c3 · outbound

This paper cites Yuqi Nie, Nam H.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Yuqi Nie, Nam H

Reference 25

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arxiv_id, observed 2026-06-26T18:29:41.122232Z

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Observation e1931556-b04b-4c15-8c94-698ef8774ae6 · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 26

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Observation e597b2b4-eaed-43a4-b8e1-8f3079771290 · outbound

This paper cites Malhotra, L.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Malhotra, L

Reference 27

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Observation 84fdd3f9-c231-410c-a460-ca1fbe782e79 · outbound

This paper cites Anomaly detection using autoencoders with nonlinear dimensionality reduction.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Anomaly detection using autoencoders with nonlinear dimensionality reduction

Reference 28

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arxiv_id, observed 2026-06-26T18:29:41.109346Z

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

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Observation cce84094-3b03-433b-982d-511a1084ffee · outbound

This paper cites Shaojie Bai, J.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Shaojie Bai, J

Reference 29

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arxiv_id, observed 2026-06-26T18:29:41.144034Z

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

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Observation 95b91708-6534-446e-b1f8-cd2515fd8b2c · outbound

This paper cites Robust anomaly detection for multivariate time series through stochastic recurrent neural network.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Robust anomaly detection for multivariate time series through stochastic recurrent neural network

Reference 30

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arxiv_id, observed 2026-06-26T18:29:41.117167Z

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

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Observation 06be876b-e0e4-4432-8b6e-47d0b5c618dc · outbound

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PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 31

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Observation 7c55c82d-cf1a-48f5-833d-786bd1ac70ef · outbound

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PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 32

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source=pdf_text observed=2026-06-26T18:27:13.277052Z digest=sha256:2c11298a1ecf5ac6efb426d1d5e8bd764bbb45517b2de1892af5e5d9331d452a

Observation 8823e164-c1b3-4f75-9027-c2a815a3818e · outbound

This paper cites Hao Wang and Yong Dou.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Hao Wang and Yong Dou

Reference 33

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arxiv_id, observed 2026-06-26T18:29:41.075420Z

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.

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Observation e16cc435-62ad-42da-8d71-998cbfa0b5a7 · outbound

This paper cites Chin-Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum, Yifei Ding, Hoang Anh Dau, Diego Furtado Silva, Abdullah Mueen, and Eamonn Keogh.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Chin-Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum, Yifei Ding, Hoang Anh Dau, Diego Furtado Silva, Abdullah Mueen, and Eamonn Keogh

Reference 34

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arxiv_id, observed 2026-06-26T18:29:41.132571Z

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

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Observation 01e076f3-5974-4edf-b14d-85e8da211f06 · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 35

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Observation a1d6c891-933f-4c24-891e-3a6333d5ba45 · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 36

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Observation 88c2d4db-d364-4690-8845-83b4be833446 · outbound

This paper cites Goswami, K.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Goswami, K

Reference 37

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Observation 995e98e9-e28f-4c55-a180-133945200809 · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 38

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Observation 6a888222-a71e-4637-b115-ddf786efdb98 · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 39

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source=pdf_text observed=2026-06-26T18:27:13.277052Z digest=sha256:b427605af676ef69eb7994da41a406fa8b669633a8d8b4d4455c459a60ea9759

Observation bf6d7353-cb97-4e65-a8c0-da1147bf8f1a · outbound

This paper cites Rasul, A.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Rasul, A

Reference 40

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source=pdf_text observed=2026-06-26T18:27:13.277052Z digest=sha256:9b492936068037db48aa7c49139f0f9b2633210153b98c453786a1b124c561b3

Observation fdc54e15-6bc5-4493-bebd-e73e9b10064c · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 41

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arxiv_id, observed 2026-06-26T18:29:41.112041Z

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.

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Observation 14cae38b-160e-4cfb-8891-b313191010a5 · outbound

This paper cites Schölkopf, A.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Schölkopf, A

Reference 42

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

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Observation b3a60aed-c1ab-4a19-9e6c-3f01b360d4af · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 43

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Observation 83ed61a2-d329-47bf-9247-886cfa218ded · outbound

This paper cites Zhong, Z.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Zhong, Z

Reference 44

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arxiv_id, observed 2026-06-26T18:29:41.109717Z

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

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Observation 77188eeb-d088-41d9-82e8-d1338845dbcf · outbound

This paper cites Data Mining and Knowledge Discovery34, 1936–1962 (2020).

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Data Mining and Knowledge Discovery34, 1936–1962 (2020)

Reference 45

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doi, observed 2026-06-26T18:29:41.093682Z

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

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Observation 9d2c14da-79ad-457d-b4fd-6950018a41f8 · outbound

This paper cites an unresolved cited work.

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Reference 46

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doi, observed 2026-06-26T18:29:41.119531Z

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

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Observation ab511fc2-9508-4474-bc1e-ff73f5942126 · outbound

This paper cites Zhang, B.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Zhang, B

Reference 47

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arxiv_id, observed 2026-06-26T18:29:41.119400Z

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

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Observation 14ab1d88-c05d-484f-86fc-f29274d61da9 · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 48

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

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Observation 4e2b2812-a8b1-499a-8f60-b2885af4abf8 · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 49

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

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Observation bd6001d2-14e9-4c09-b3b1-a5d6b6a9e17b · outbound

This paper cites Webb and Shirui Pan and Charu C.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Webb and Shirui Pan and Charu C

Reference 50

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arxiv_id, observed 2026-06-26T18:29:41.116332Z

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

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Observation 47610cc2-f866-4e23-b313-52985dddce82 · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 51

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arxiv_id, observed 2026-06-26T18:29:41.135625Z

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

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Observation aa2add0c-13af-4fb2-b7ee-ad64f9c01a36 · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 52

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source=pdf_text observed=2026-06-26T18:27:13.277052Z digest=sha256:e90d6836d54306814d797fa9db93ddffc4e5999c30a758dedefdd1443e005ac2

Observation b1570f25-7ba3-4b2d-badf-a823615ae91e · outbound

This paper cites Zhang, Z.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Zhang, Z

Reference 53

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source=pdf_text observed=2026-06-26T18:27:13.277052Z digest=sha256:989e813d6a3012fbd1e1104ba21befb8afcf2147a6cb8c7c52bc79c825ad4b6f

Observation 028c56cb-f9b0-4dcb-bc62-56b9c1977a91 · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 54

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source=pdf_text observed=2026-06-26T18:27:13.277052Z digest=sha256:57704ebe33986e7c395ea8fde70499a75dc2d3d0dc9113fe277696c0d7352c4d

Observation 5d8b13b8-9289-406a-9c9d-9a31f99386af · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 55

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doi, observed 2026-06-26T18:29:41.137024Z

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.

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Observation 3cbef794-8112-4856-8f93-c1fb7cc46a1a · outbound

This paper cites SiloFuse: Cross-silo Synthetic Data Generation with Latent Tabular Diffusion Models.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection SiloFuse: Cross-silo Synthetic Data Generation with Latent Tabular Diffusion Models

Reference 56

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metadata mismatch
arxiv_id, observed 2026-06-26T18:29:41.086198Z

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.

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Observation f29a3b07-6b5e-4d6e-b708-f5aac78c1c62 · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 57

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source=pdf_text observed=2026-06-26T18:27:13.277052Z digest=sha256:d818b3380531596694f83746ad46dcc6e343735fda780fc7f1aab566cbc1310b

Observation d69b0b9d-70a8-427f-bdaa-a0306f3be807 · outbound

This paper cites Ling and H.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Ling and H

Reference 58

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source=pdf_text observed=2026-06-26T18:27:13.277052Z digest=sha256:74e377ec83f6338368de654e55b9211f5dcbb686a8423d7281a6d4b4d91ed8b0

Observation 7bd4be0e-37a4-4143-8fec-b3c4862cd057 · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 59

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arxiv_id, observed 2026-06-26T18:29:41.141385Z

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.

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Observation 802d071a-25b7-4556-a021-9043fe1cd31e · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 60

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:27:13.277052Z digest=sha256:1ce36de70d7caba67e84963b1135008392bd5928dde11e78aa4ad9d753a26520

Observation e8171bd4-7d5f-4015-bc9c-cc0c2c6b924d · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 61

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:27:13.277052Z digest=sha256:d5fa8bb19924167265ed3fcaeec0e9b128ca711db3e02eaca35336d768e3fa11

Observation d30444b6-db00-47ee-a0e5-cf8296baa72f · outbound

This paper cites an unresolved cited work.

PaAno+: Multiscale Encoding and Cross-Variable Attention for Time Series Anomaly Detection Unresolved cited work

Reference 62

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no resolver link, observed 2026-06-26T18:27:13.277052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-26T18:27:13.277052Z digest=sha256:3041b971cbd243925654d4e43fbb6ce5de35d6f688e5306debc094d6842fdbb1

Pith citing papers

No inbound Pith citation observations are available.