Paper Citation Record · LEDGER

Subset Multivariate Collective And Point Anomaly Detection

As of 18 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 1 inbound Pith citation observation for arXiv:1909.01691.

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

pith.paper-citation-record.v1
1909.01691 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T05:15:23.660040Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T11:14:39.244192Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

58 of 58 outbound references displayed

verified exact0
verified fuzzy37
unresolved13
parse uncertain1
malformed identifier7
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dc31f15c-2d84-4bf7-ac00-1cd4503de20f · outbound

This paper cites Evaluating stationarity via change-point alternatives with applications to fMRI data.

Subset Multivariate Collective And Point Anomaly Detection Evaluating stationarity via change-point alternatives with applications to fMRI data

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.461144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 71f144d9-71ec-47d8-a8ca-5f9bd5e028f5 · outbound

This paper cites Bayesian detection of abnormal segments in multiple time series.

Subset Multivariate Collective And Point Anomaly Detection Bayesian detection of abnormal segments in multiple time series

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.449605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a028774b-bbba-450b-ad43-24477e4b49c8 · outbound

This paper cites Most recent change- point detection in panel data.

Subset Multivariate Collective And Point Anomaly Detection Most recent change- point detection in panel data

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.437949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5c241102-3254-4737-92f8-e44a5bbef0ac · outbound

This paper cites Concentration inequalities for order statistics.Electronic Commu- nications in Probability, 17, 2012.

Subset Multivariate Collective And Point Anomaly Detection Concentration inequalities for order statistics.Electronic Commu- nications in Probability, 17, 2012

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.426125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 414e3ce0-f56f-4513-9475-8c70f0824488 · outbound

This paper cites Optimal detection of heterogeneous and heteroscedastic mixtures.

Subset Multivariate Collective And Point Anomaly Detection Optimal detection of heterogeneous and heteroscedastic mixtures

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.415167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 21cb961d-436c-4c01-a84f-d62a5b4aeaaa · outbound

This paper cites Anomaly detection: A survey.

Subset Multivariate Collective And Point Anomaly Detection Anomaly detection: A survey

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.403976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6aba2a1e-82fe-4faf-9e2b-4cf5b5912136 · outbound

This paper cites The international hapmap project.

Subset Multivariate Collective And Point Anomaly Detection The international hapmap project

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.392927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8f22dca5-b0f8-4f7f-9cdc-ebdaa7b9b4de · outbound

This paper cites Copy number variation at 1q21.

Subset Multivariate Collective And Point Anomaly Detection Copy number variation at 1q21

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.381226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c18a9bca-c9e0-4fd4-adf2-af5c6bae082f · outbound

This paper cites Higher criticism for detecting sparse heterogeneous mixtures.

Subset Multivariate Collective And Point Anomaly Detection Higher criticism for detecting sparse heterogeneous mixtures

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.369455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 560a1b87-2739-40f9-8b80-1832c41ab5e1 · outbound

This paper cites High-dimensional change-point detection with sparse alternatives.

Subset Multivariate Collective And Point Anomaly Detection High-dimensional change-point detection with sparse alternatives

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-14T05:15:23.451026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6ec8d30-a538-4041-aabd-3538c490dea0 · outbound

This paper cites Changepoint detection in the presence of outliers.

Subset Multivariate Collective And Point Anomaly Detection Changepoint detection in the presence of outliers

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.357412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d10ed33f-776d-4a47-a2ab-f3758cbd5dbe · outbound

This paper cites A linear time method for the detection of point and collective anomalies.

Subset Multivariate Collective And Point Anomaly Detection A linear time method for the detection of point and collective anomalies

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.344761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a52db4a8-ea46-4faf-8f55-2641f5709fbc · outbound

This paper cites Wild binary segmentation for multiple change-point detection.

Subset Multivariate Collective And Point Anomaly Detection Wild binary segmentation for multiple change-point detection

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.333039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8d8f3643-09e7-4e45-abe7-c42bf2627982 · outbound

This paper cites Optimal sparse segment identiﬁcation with application in copy number variation analysis.

Subset Multivariate Collective And Point Anomaly Detection Optimal sparse segment identiﬁcation with application in copy number variation analysis

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.320738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a7f4e03d-06f1-4634-909d-330ee8d5071b · outbound

This paper cites Simultaneous discovery of rare and common segment variants.

Subset Multivariate Collective And Point Anomaly Detection Simultaneous discovery of rare and common segment variants

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.308618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8f57ffcf-d987-41fd-a873-c79e97609822 · outbound

This paper cites Optimal detection of changepoints with a linear computational cost.

Subset Multivariate Collective And Point Anomaly Detection Optimal detection of changepoints with a linear computational cost

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.296285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b63a5f90-34e4-4453-97df-45bda7ba4172 · outbound

This paper cites Adaptive estimation of a quadratic functional by model selection.

Subset Multivariate Collective And Point Anomaly Detection Adaptive estimation of a quadratic functional by model selection

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-14T05:15:23.481608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff884ba9-44e5-40ea-8901-552cea375bb2 · outbound

This paper cites The cusum test of homogeneity with an application in spontaneous abortion epidemiology.

Subset Multivariate Collective And Point Anomaly Detection The cusum test of homogeneity with an application in spontaneous abortion epidemiology

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.277454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6d9e53e8-7104-4f02-859e-2a415f9680ce · outbound

This paper cites Circular binary segmentation for the analysis of array-based dna copy number data.

Subset Multivariate Collective And Point Anomaly Detection Circular binary segmentation for the analysis of array-based dna copy number data

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.265690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation bf3b0599-02db-48bf-99ce-97c9208f7486 · outbound

This paper cites Changepoint detection for acoustic sensing signals.

Subset Multivariate Collective And Point Anomaly Detection Changepoint detection for acoustic sensing signals

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.254355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9da6e9da-16e7-48f4-9c1b-1b604745c81e · outbound

This paper cites A review of novelty detection.

Subset Multivariate Collective And Point Anomaly Detection A review of novelty detection

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.242572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 99903ceb-e367-48ae-bee6-47b1efeece7c · outbound

This paper cites Change point estimation in multi-subject fMRI studies.

Subset Multivariate Collective And Point Anomaly Detection Change point estimation in multi-subject fMRI studies

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.230433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5ab14d1e-37ce-4e1c-b1af-1101aef88fa0 · outbound

This paper cites A cluster analysis method for grouping means in the analysis of variance.

Subset Multivariate Collective And Point Anomaly Detection A cluster analysis method for grouping means in the analysis of variance

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.217370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e28896c3-d013-45a6-be5b-1aa34c53574e · outbound

This paper cites Markov monitoring with unknown states.

Subset Multivariate Collective And Point Anomaly Detection Markov monitoring with unknown states

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.205177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f23394fe-bdd0-422f-85f6-5d20d8aacbb6 · outbound

This paper cites Inspectchangepoint: high-dimensional changepoint estimation via sparse projection.

Subset Multivariate Collective And Point Anomaly Detection Inspectchangepoint: high-dimensional changepoint estimation via sparse projection

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.193137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c086a732-5bb0-4dda-b923-ef0e053547b9 · outbound

This paper cites High dimensional change point estimation via sparse projection.

Subset Multivariate Collective And Point Anomaly Detection High dimensional change point estimation via sparse projection

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.181590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f1c43930-6dda-4276-bbf2-3e7318b6a7c8 · outbound

This paper cites Detecting simultaneous changepoints in multiple sequences.

Subset Multivariate Collective And Point Anomaly Detection Detecting simultaneous changepoints in multiple sequences

Reference 27

Resolution: malformed identifier; raw_fallback, observed 2026-08-14T05:15:24.170023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3b4dd775-d95c-43d2-916c-75275ae6f59d · outbound

This paper cites an unresolved cited work.

Subset Multivariate Collective And Point Anomaly Detection Unresolved cited work

Reference 28

Resolution: malformed identifier; raw_fallback, observed 2026-08-14T05:15:24.158750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 37cbd3be-6013-4107-ba52-e8e52993f4d6 · outbound

This paper cites an unresolved cited work.

Subset Multivariate Collective And Point Anomaly Detection Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:15:24.046340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d5860d0d-ccfa-4eae-8db4-134a586daa78 · outbound

This paper cites By deﬁnition, Xi =ϵi +viµ, where ϵ1,...,ϵ p are i.i.d.

Subset Multivariate Collective And Point Anomaly Detection By deﬁnition, Xi =ϵi +viµ, where ϵ1,...,ϵ p are i.i.d

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.034978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8ab666fb-b11d-4089-a178-6947a08cd48a · outbound

This paper cites We assume, without loss of generality, that µ> 0.

Subset Multivariate Collective And Point Anomaly Detection We assume, without loss of generality, that µ> 0

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.023981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b57f0b58-5696-4cd6-9fcd-5f1c7ab30b97 · outbound

This paper cites We then show that the overall sum of the ˜k largest savings will be greater than the penalty for ﬁtting ˜k components as anomalous.

Subset Multivariate Collective And Point Anomaly Detection We then show that the overall sum of the ˜k largest savings will be greater than the penalty for ﬁtting ˜k components as anomalous

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:24.010973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a9a37137-26fb-4a0e-b778-6fc619c84fb8 · outbound

This paper cites an unresolved cited work.

Subset Multivariate Collective And Point Anomaly Detection Unresolved cited work

Reference 33

Resolution: malformed identifier; raw_fallback, observed 2026-08-14T05:15:23.999036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 318e3345-be48-450b-a821-2f59422765df · outbound

This paper cites Then the corresponding holds given E 28.

Subset Multivariate Collective And Point Anomaly Detection Then the corresponding holds given E 28

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:23.976727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 09ff3388-6339-4a9b-86c3-7e6c4c012aa3 · outbound

This paper cites if |Jk|≤ k∗ C (xi:j, Jk)≥C (xi:ek, Jk) + 6C(ψ + log(p)) if the kth anomalous window is dense; i.e.

Subset Multivariate Collective And Point Anomaly Detection if |Jk|≤ k∗ C (xi:j, Jk)≥C (xi:ek, Jk) + 6C(ψ + log(p)) if the kth anomalous window is dense; i.e

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:23.965735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b48b2100-4a1b-46db-8e28-4dc09eecdac5 · outbound

This paper cites if |Jk|≤ k∗ C (xi:j, Jk)≥C ( x(sk+1):j, Jk ) + 6C(ψ + log(p)) if the kth anomalous window is dense; i.e.

Subset Multivariate Collective And Point Anomaly Detection if |Jk|≤ k∗ C (xi:j, Jk)≥C ( x(sk+1):j, Jk ) + 6C(ψ + log(p)) if the kth anomalous window is dense; i.e

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:23.954296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b3a35204-c086-4c2f-a78d-269d9a034d70 · outbound

This paper cites an unresolved cited work.

Subset Multivariate Collective And Point Anomaly Detection Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:15:23.988090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 153c0c3b-ded2-4e75-ae1e-bbf9f241ba24 · outbound

This paper cites Then the corresponding holds for all J given E 1.

Subset Multivariate Collective And Point Anomaly Detection Then the corresponding holds for all J given E 1

Reference 39

Resolution: malformed identifier; raw_fallback, observed 2026-08-14T05:15:23.942628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 88c858d5-5db8-4bc0-97d3-c714fd71dc51 · outbound

This paper cites an unresolved cited work.

Subset Multivariate Collective And Point Anomaly Detection Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:15:23.931423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4c9a7a18-37a6-46fc-aef0-983daf48a62e · outbound

This paper cites We prove both statements by contradiction: First assume that τ is optimal but that there exists a k such that [sk + 1,ek] is not covered at all by any ﬁtted segment inτ.

Subset Multivariate Collective And Point Anomaly Detection We prove both statements by contradiction: First assume that τ is optimal but that there exists a k such that [sk + 1,ek] is not covered at all by any ﬁtted segment inτ

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:23.920261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3ed197d8-c45e-4e6f-b4cd-da1047120a96 · outbound

This paper cites Lemma 14, implies that it is suﬃcient to show that C(xa′:b, 1)−C (xa:b, J1)≤ 5 40C ( ψ + √ pψ ) and C(xc:d′, 1)−C (xc:d, J2)≤ 5 40C ( ψ + √ pψ ).

Subset Multivariate Collective And Point Anomaly Detection Lemma 14, implies that it is suﬃcient to show that C(xa′:b, 1)−C (xa:b, J1)≤ 5 40C ( ψ + √ pψ ) and C(xc:d′, 1)−C (xc:d, J2)≤ 5 40C ( ψ + √ pψ )

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:23.908640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation df634922-eed5-4a8b-a21d-477a9bda01c5 · outbound

This paper cites Lemma 14, implies that it is suﬃcient to show that C(xa′:b, Jk)−C (xa:b, J1)≤ 5 40C (ψ +|Jk| log(p)) and C(xc:d′, Jk)−C (xc:d, J2)≤ 5 40C (ψ +|Jk| log(p)).

Subset Multivariate Collective And Point Anomaly Detection Lemma 14, implies that it is suﬃcient to show that C(xa′:b, Jk)−C (xa:b, J1)≤ 5 40C (ψ +|Jk| log(p)) and C(xc:d′, Jk)−C (xc:d, J2)≤ 5 40C (ψ +|Jk| log(p))

Reference 43

Resolution: malformed identifier; raw_fallback, observed 2026-08-14T05:15:23.897708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation daefd8e5-9f22-435a-8f4d-84a57cfa8fe5 · outbound

This paper cites No further transformation is required in this case, i.e.

Subset Multivariate Collective And Point Anomaly Detection No further transformation is required in this case, i.e

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:23.886604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4d57e481-abfb-4e0e-94d5-3edd18334fa1 · outbound

This paper cites an unresolved cited work.

Subset Multivariate Collective And Point Anomaly Detection Unresolved cited work

Reference 45

Resolution: parse uncertain; raw_fallback, observed 2026-08-14T05:15:23.875078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9c08851f-b9a1-47c7-9d4a-df1ffedd9f68 · outbound

This paper cites We will only explicitly describe the transformation for the second case, as applying it twice yields a transfor- mation for the third case.

Subset Multivariate Collective And Point Anomaly Detection We will only explicitly describe the transformation for the second case, as applying it twice yields a transfor- mation for the third case

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:23.863953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 2ca434b8-6d7e-4bfb-886b-90d7eb69400a · outbound

This paper cites an unresolved cited work.

Subset Multivariate Collective And Point Anomaly Detection Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:15:23.852889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4d9b205a-daf4-4f3e-b8ae-716b510dc385 · outbound

This paper cites an unresolved cited work.

Subset Multivariate Collective And Point Anomaly Detection Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:15:23.842160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 6c8f3ce4-757f-4594-94a8-6f261d273af2 · outbound

This paper cites Otherwise, the interval [ s + 1,e ] would also contain at least 10C ∆′2 k observations belonging to the typical distribution.

Subset Multivariate Collective And Point Anomaly Detection Otherwise, the interval [ s + 1,e ] would also contain at least 10C ∆′2 k observations belonging to the typical distribution

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:23.830843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 09a9dc15-a7a5-401c-8cc1-9d352005e6ea · outbound

This paper cites For this segment deﬁne the set of true anomalous segments it overlaps by more than 10C ∆2 k to be De,s := { k :|[s + 1,e ]∩ [sk + 1,ek + 1]|≥ 10C ∆2 k }.

Subset Multivariate Collective And Point Anomaly Detection For this segment deﬁne the set of true anomalous segments it overlaps by more than 10C ∆2 k to be De,s := { k :|[s + 1,e ]∩ [sk + 1,ek + 1]|≥ 10C ∆2 k }

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:23.818324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1cb51148-fd04-4c31-88de-074e1eb8926c · outbound

This paper cites an unresolved cited work.

Subset Multivariate Collective And Point Anomaly Detection Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:15:23.807234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5706770c-0c71-4977-9439-b8db098733a3 · outbound

This paper cites an unresolved cited work.

Subset Multivariate Collective And Point Anomaly Detection Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:15:23.795585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9f647d96-dab4-4c58-9c21-f222b738bcf0 · outbound

This paper cites an unresolved cited work.

Subset Multivariate Collective And Point Anomaly Detection Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:15:23.783490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 640df6e0-4488-4073-be71-bc67273db18e · outbound

This paper cites an unresolved cited work.

Subset Multivariate Collective And Point Anomaly Detection Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:15:23.771420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 11984d2b-e11a-47a7-8b08-4ee88608ec41 · outbound

This paper cites an unresolved cited work.

Subset Multivariate Collective And Point Anomaly Detection Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:15:23.758894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d06d6289-1f4f-4cee-b005-03cce6f6e597 · outbound

This paper cites The fourth case follows directly from the following Lemma: Lemma 22.

Subset Multivariate Collective And Point Anomaly Detection The fourth case follows directly from the following Lemma: Lemma 22

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:15:23.746024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f78f119c-bed3-42d5-8a04-ff46efa5d174 · outbound

This paper cites an unresolved cited work.

Subset Multivariate Collective And Point Anomaly Detection Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-14T05:15:23.733124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 28db78a8-9f63-4334-b8e2-80b10c75cff1 · outbound

This paper cites This Lemma can also be used to bound the increase in penalised cost obtained for the other three cases.

Subset Multivariate Collective And Point Anomaly Detection This Lemma can also be used to bound the increase in penalised cost obtained for the other three cases

Reference 59

Resolution: malformed identifier; raw_fallback, observed 2026-08-14T05:15:23.721803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 62d5aa70-be60-4993-b1d4-7b9d0a3a4585 · outbound

This paper cites an unresolved cited work.

Subset Multivariate Collective And Point Anomaly Detection Unresolved cited work

Reference 60

Resolution: malformed identifier; raw_fallback, observed 2026-08-14T05:15:23.707919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 609626d7-fc36-44c8-b0e9-4d3ae5204fbc · inbound

focus and focus-cpt: Fast Online Changepoint Detection in R and Python cites this paper.

focus and focus-cpt: Fast Online Changepoint Detection in R and Python Subset Multivariate Collective And Point Anomaly Detection

Reference 154

Resolution: unresolved; no resolver link, observed 2026-08-01T11:14:39.244192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.