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Paper Citation Record · LEDGER

Decomposing Multivariate Information Rates in Networks of Random Processes

As of 12 August 2026, this Paper Citation Record lists 90 of 90 outbound references and 1 inbound Pith citation observation for arXiv:2502.04555.

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

pith.paper-citation-record.v1
2502.04555 v3

Coverage vector

measured 90 of 90 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T22:29:37.486626Z

measured 91 of 91 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T22:33:28.030262Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-08T22:33:28.104094Z

Reference resolution

90 of 90 outbound references displayed

  • verified exact2
  • verified fuzzy40
  • unresolved48
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4272491d-fad5-4f51-90a8-fe17f5a4c30e · outbound

This paper cites Barabási, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sci- ences 371, 20120375 (2013).

Decomposing Multivariate Information Rates in Networks of Random Processes Barabási, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sci- ences 371, 20120375 (2013)

Reference 1

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no resolver link, observed 2026-08-08T22:29:37.210828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 9101e5d3-b8c5-4fa7-af1e-d1570b2ca2c8 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 2

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no resolver link, observed 2026-08-08T22:29:37.214608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T22:29:37.214608Z digest=sha256:00b5cf81b5f0b61ab9460b463c32592d6ba4bfb63ec251d110e2aa67a4b5ec0f

Observation 4255433a-12ca-4af8-8fa4-dc05c1a40474 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 3

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no resolver link, observed 2026-08-08T22:29:37.217730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T22:29:37.217730Z digest=sha256:ba5b5ec4f57a962f91e89fee36e3f185c62cac19d6d93e00e2b86c9967ffbe21

Observation 00e8422c-6d03-4129-be56-b69e6b39a533 · outbound

This paper cites Boccaletti, J.

Decomposing Multivariate Information Rates in Networks of Random Processes Boccaletti, J

Reference 4

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no resolver link, observed 2026-08-08T22:29:37.221286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T22:29:37.221286Z digest=sha256:9f58de6d1c852d2fed5fc234ab19c6fc3d7448b5b9911fd559ad0a3c673ecdeb

Observation 59969f10-343f-4a39-b461-073aeb69b280 · outbound

This paper cites Pikovsky, M.

Decomposing Multivariate Information Rates in Networks of Random Processes Pikovsky, M

Reference 5

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no resolver link, observed 2026-08-08T22:29:37.225208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 35f1725d-8479-4937-a3b8-00f91feddd26 · outbound

This paper cites Ricci, A.

Decomposing Multivariate Information Rates in Networks of Random Processes Ricci, A

Reference 6

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no resolver link, observed 2026-08-08T22:29:37.229160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T22:29:37.229160Z digest=sha256:75c57f642f46e68161c2d6cc92263fdc79d8a0a905045b93705c62e512e905ce

Observation bd155e58-754a-4c5c-aa1d-f5d817671d73 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 7

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no resolver link, observed 2026-08-08T22:29:37.233218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T22:29:37.233218Z digest=sha256:9a3c153aed6f946b6039c08a0888126d69c27ee2038eacfda7fc1ac94efc5af6

Observation 38ad186d-09f0-4ceb-a1db-1889b0a0595a · outbound

This paper cites Battiston, E.

Decomposing Multivariate Information Rates in Networks of Random Processes Battiston, E

Reference 8

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no resolver link, observed 2026-08-08T22:29:37.236159Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T22:29:37.236159Z digest=sha256:df08e87da6e624cef8eca6536e4d5a79bfd076dae0b29ccd16b95ec48d96c7cc

Observation b23cb312-daa7-4465-98ca-3e1a295f82d9 · outbound

This paper cites Santoro, F.

Decomposing Multivariate Information Rates in Networks of Random Processes Santoro, F

Reference 9

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no resolver link, observed 2026-08-08T22:29:37.239213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T22:29:37.239213Z digest=sha256:6366bcf0a9da31ea9715f858dc0b9e7851877c64877fc6069e6b51457f4e596d

Observation 0e95633a-75cc-4730-b32b-148dbb109991 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 10

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no resolver link, observed 2026-08-08T22:29:37.242257Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T22:29:37.242257Z digest=sha256:0a487843c440184b727536ab7f619c01158127d1ff4b3778b6d9c78fe16bbf2b

Observation 00c38588-2331-4ecb-803d-e882545349c9 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 11

Resolution
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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 dd00faac-83d5-4be0-9b48-6e84772fb25a · outbound

This paper cites Timme, W.

Decomposing Multivariate Information Rates in Networks of Random Processes Timme, W

Reference 12

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Unavailable: canonical work link unavailable.

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Observation 771c76e6-60a0-41e9-acbb-29782732cce5 · outbound

This paper cites Novelli and J.

Decomposing Multivariate Information Rates in Networks of Random Processes Novelli and J

Reference 13

Resolution
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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 840821bc-fac7-458d-b53d-50ee5cb32010 · outbound

This paper cites Perinelli, D.

Decomposing Multivariate Information Rates in Networks of Random Processes Perinelli, D

Reference 14

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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 ce9f5ce8-7d35-45c1-ae1c-4bd9cfa12a2f · outbound

This paper cites Perinelli, M.

Decomposing Multivariate Information Rates in Networks of Random Processes Perinelli, M

Reference 15

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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 e6a5a500-7ca9-4f9c-83e6-680d997d847a · outbound

This paper cites Nonnegative Decomposition of Multivariate Information.

Decomposing Multivariate Information Rates in Networks of Random Processes Nonnegative Decomposition of Multivariate Information

Reference 16

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no resolver link, observed 2026-08-08T22:29:37.260711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d41c74ea-5148-48c2-9707-3b0ee08b090c · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 17

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raw_fallback, observed 2026-08-08T22:29:38.151764Z

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 301e1905-aabf-4062-97c9-f1cc15bad0cb · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 18

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raw_fallback, observed 2026-08-08T22:29:38.143465Z

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 1809e66c-aeb8-4235-8f49-ae34272bb62b · outbound

This paper cites Wibral, V.

Decomposing Multivariate Information Rates in Networks of Random Processes Wibral, V

Reference 19

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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 67d7fc77-9450-44b4-95e1-ad067c299ec3 · outbound

This paper cites Cang and Q.

Decomposing Multivariate Information Rates in Networks of Random Processes Cang and Q

Reference 20

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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 ce5be6cf-338f-4a2c-9500-bf69ab63cc2e · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 21

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raw_fallback, observed 2026-08-08T22:29:38.118495Z

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 c52f9fd4-de9b-42cb-9946-f5d8faceadb9 · outbound

This paper cites Wollstadt, S.

Decomposing Multivariate Information Rates in Networks of Random Processes Wollstadt, S

Reference 22

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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 a9c62cef-b911-4af5-b018-a475a83dfd20 · outbound

This paper cites Quantifying Knowledge Distillation Using Partial Information Decomposition.

Decomposing Multivariate Information Rates in Networks of Random Processes Quantifying Knowledge Distillation Using Partial Information Decomposition

Reference 23

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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 e9d77eb7-5740-443a-9da1-06466b4e0e09 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 24

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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 1d3f5d0f-163c-47c4-9c7f-0f9a7db08bb7 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 25

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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 858f5c0f-4b11-4720-90fb-e3f8fab3d627 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 26

Resolution
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raw_fallback, observed 2026-08-08T22:29:38.084391Z

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 9a012460-c866-4d2a-a31a-c4ac66f843fe · outbound

This paper cites Partial information decomposition for mixed discrete and continuous random variables.

Decomposing Multivariate Information Rates in Networks of Random Processes Partial information decomposition for mixed discrete and continuous random variables

Reference 27

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Unavailable: canonical work link unavailable.

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Observation 57fd4cd5-b9a4-4d66-925c-fdea43d52105 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 28

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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 98633dac-bf8b-4e96-bbf6-b59aeebdd231 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 29

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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 d2f4135f-4034-48f2-b8dc-d4b5b308d787 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 30

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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 fdc22a67-ba9a-4196-ab67-1a76d8bc52aa · outbound

This paper cites Pakman, A.

Decomposing Multivariate Information Rates in Networks of Random Processes Pakman, A

Reference 31

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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 3f33cb2c-a4b1-4d48-91f6-65c875c8f30d · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 32

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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 53545194-c065-413b-a4a1-241a91818043 · outbound

This paper cites Makkeh, A.

Decomposing Multivariate Information Rates in Networks of Random Processes Makkeh, A

Reference 33

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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 e6130cd7-40d1-48d0-99b0-35db4f644859 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T22:29:37.316371Z digest=sha256:decd88599f74a9370bf47e7b2d11b8631a1a2a1dd06fe22b583d86db51b53283

Observation 53fc9065-b6f4-4517-bd10-1749ac3341d3 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 35

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raw_fallback, observed 2026-08-08T22:29:38.016791Z

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 c3289f6f-32bb-4ba3-9ae8-144e19b6e7ce · outbound

This paper cites Bertschinger, J.

Decomposing Multivariate Information Rates in Networks of Random Processes Bertschinger, J

Reference 36

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raw_fallback, observed 2026-08-08T22:29:38.008189Z

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 bba8cedc-d210-42b4-8b1b-2de798647218 · outbound

This paper cites Harder, C.

Decomposing Multivariate Information Rates in Networks of Random Processes Harder, C

Reference 37

Resolution
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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 967a2001-d5db-40f1-a703-1eaba6c9a8bf · outbound

This paper cites Griffith and T.

Decomposing Multivariate Information Rates in Networks of Random Processes Griffith and T

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.991162Z

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.

source=pdf_text observed=2026-08-08T22:29:37.327672Z digest=sha256:865af234b2c612077d741be578d11345ed8579d9e3306a2a42a5da168be11b33

Observation 363304f9-d132-4cd2-8b43-fec066f731f5 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:29:37.982523Z

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.

source=pdf_text observed=2026-08-08T22:29:37.330488Z digest=sha256:f0e1db6c210e8efc653c3080ef9e05258273e437943203d57daf2126bd40fa07

Observation 1562cd6e-db65-4ad7-a01a-83eaedaeebf8 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-08T22:29:37.333544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T22:29:37.333544Z digest=sha256:3d6bff15b58d7efed3be37a1ddb81f203ebe9cd4fe7d8409b86c83d21ed01054

Observation 02c7246c-8fa5-40cb-939a-b7b381f1a9e0 · outbound

This paper cites Krohova, L.

Decomposing Multivariate Information Rates in Networks of Random Processes Krohova, L

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.969222Z

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.

source=pdf_text observed=2026-08-08T22:29:37.337130Z digest=sha256:1db385470e9bfa4ffac6436e812c0ed3b33d49b5c5e42a72ff8fc01ef5790db2

Observation 385501d9-b196-49fa-818b-19ca144f7eeb · outbound

This paper cites Koçillari, M.

Decomposing Multivariate Information Rates in Networks of Random Processes Koçillari, M

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.960990Z

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.

source=pdf_text observed=2026-08-08T22:29:37.340002Z digest=sha256:41d34a6618d7ace31e8c574817209b70252aba74f82785ae7d0ccacfad97e1d7

Observation 1f3d1eb6-3271-4555-9ec2-8de3e1029b55 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:29:37.952503Z

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.

source=pdf_text observed=2026-08-08T22:29:37.342741Z digest=sha256:93319a7ed9fdc7a461676bcd4f1b3b4bc3de4f2078210a5dd2e251fa10cb260d

Observation b1f9ebee-8ad0-45d7-9356-45103d6526db · outbound

This paper cites Schreiber, Physical review letters85, 461 (2000).

Decomposing Multivariate Information Rates in Networks of Random Processes Schreiber, Physical review letters85, 461 (2000)

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.944583Z

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.

source=pdf_text observed=2026-08-08T22:29:37.346430Z digest=sha256:ab3a0e6f6df581d2d7377b35e7d2ee4b9f47951aa3d58ee513a72f91da09918a

Observation a2783fd1-0c30-4758-a063-ff3167421fdc · outbound

This paper cites Geweke, Journal of the American statistical associa- tion 77, 304 (1982).

Decomposing Multivariate Information Rates in Networks of Random Processes Geweke, Journal of the American statistical associa- tion 77, 304 (1982)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.936453Z

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.

source=pdf_text observed=2026-08-08T22:29:37.349312Z digest=sha256:d0a70a4811850e5c975502b1c821467c842dd03f68b64bb9fd6cf17dd476f96a

Observation 89e44635-7891-4d02-8254-66afbb3b571f · outbound

This paper cites Chicharro, Biological cybernetics105, 331 (2011).

Decomposing Multivariate Information Rates in Networks of Random Processes Chicharro, Biological cybernetics105, 331 (2011)

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.928028Z

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.

source=pdf_text observed=2026-08-08T22:29:37.352104Z digest=sha256:8a18ce862dc8daa252c4005e27516799ab4de45641682f4787e4723678eeeed1

Observation 14d3861f-83e4-409a-ba22-bacc29bbab8e · outbound

This paper cites The new field of network physiology: building the human physiolome,.

Decomposing Multivariate Information Rates in Networks of Random Processes The new field of network physiology: building the human physiolome,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.919578Z

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.

source=pdf_text observed=2026-08-08T22:29:37.355789Z digest=sha256:9e6d1b9f179e2b098fc8b0b99ea2bb41407e124ed9a040cb60ede4c2fd3cb0f0

Observation 491f2c93-1753-4189-aac7-f53559eb2c1e · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:29:37.910271Z

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.

source=pdf_text observed=2026-08-08T22:29:37.358888Z digest=sha256:0cb352498dbbbb46e5ef52d3f09ae3dafdc13a6347a8d6f6fb291f4a4678f968

Observation 61e957da-a545-40d3-ad01-3d462e059fc7 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:29:37.902427Z

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.

source=pdf_text observed=2026-08-08T22:29:37.361751Z digest=sha256:aba07c2114423ea7ae5585e7f173a0cc58c8d4d248253008851d61050d533409

Observation 7b7bbd24-465e-4aa0-8a14-7777656ad97d · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:29:37.894394Z

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.

source=pdf_text observed=2026-08-08T22:29:37.364792Z digest=sha256:f32fda0cbcf438f8711523d0c95caa1661de209bb00ab3564f7eae4b8521953d

Observation f95f7f4f-6867-4d41-ae7c-6c35cecc38bf · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:29:37.886379Z

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.

source=pdf_text observed=2026-08-08T22:29:37.368552Z digest=sha256:097046d18993fdac25fca70fd48bdb8d4a6e8c75f9c56ba6b03c33373d39247f

Observation 7d36a152-2c19-42d1-8c79-461d90d8d586 · outbound

This paper cites Finn and J.

Decomposing Multivariate Information Rates in Networks of Random Processes Finn and J

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.878315Z

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.

source=pdf_text observed=2026-08-08T22:29:37.371597Z digest=sha256:a36b06a1b49f65e819eb11e2360c6cfa24cb9533605f858aa425dbfe7f5e7fb0

Observation 4227eeac-2735-4e05-ad85-257661c056c6 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:29:37.870266Z

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.

source=pdf_text observed=2026-08-08T22:29:37.374406Z digest=sha256:7b6cffb4b6e16e1827634bb67a99b5a6b555cdb1d549f5cfcefd13ebd60ea0fd

Observation 36697289-128e-4662-83cc-f069a2711de1 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:29:37.862307Z

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.

source=pdf_text observed=2026-08-08T22:29:37.377595Z digest=sha256:a7ef0976d77368df1860fd0cc9e45cff8dc62d354c32bc3016e321d1ba6f8634

Observation 05665aac-ee76-4c76-9487-4a018cabb484 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:29:37.854393Z

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.

source=pdf_text observed=2026-08-08T22:29:37.380382Z digest=sha256:e7480f6c860420d4306175019299f26a7875d7fa44d18421364ce400d00987b4

Observation 16e61cc8-07c2-4c14-b88e-917d6683b0ff · outbound

This paper cites von Sachs, Annual Review of Statistics and Its Ap- plication 7, 361 (2020).

Decomposing Multivariate Information Rates in Networks of Random Processes von Sachs, Annual Review of Statistics and Its Ap- plication 7, 361 (2020)

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.846271Z

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.

source=pdf_text observed=2026-08-08T22:29:37.383190Z digest=sha256:eb8c3ae119656f79772a363fd97c23409ba179dfdd2aa411f6bb56b71c68d2ac

Observation dfa3e5f3-ffdf-4654-8b75-a116e4b6bb92 · outbound

This paper cites Lütkepohl, New introduction to multiple time series analysis (Springer Science & Business Media, 2005).

Decomposing Multivariate Information Rates in Networks of Random Processes Lütkepohl, New introduction to multiple time series analysis (Springer Science & Business Media, 2005)

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.837671Z

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.

source=pdf_text observed=2026-08-08T22:29:37.386363Z digest=sha256:b3c2251f47fd01f700ed7b37461567e55dd825712d761df1d877426f24a81849

Observation 9bd09e39-17e5-4107-9b42-e53be83d29d6 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:29:37.829596Z

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.

source=pdf_text observed=2026-08-08T22:29:37.389142Z digest=sha256:a175fc16eef0df377b7e72bd79c1c2844465decf3be2d8aebe16be71fb8a28ec

Observation 50bbd129-bdd7-4bb2-8c88-ec6d5081cde2 · outbound

This paper cites Barnett and A.

Decomposing Multivariate Information Rates in Networks of Random Processes Barnett and A

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.821524Z

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.

source=pdf_text observed=2026-08-08T22:29:37.392015Z digest=sha256:da91abfadfadfb8f36086913e1e175de35a5154bd9ed946d5cfe12a00eff940a

Observation 185364f6-3a01-4f7b-b3da-ac088a336598 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:29:37.813671Z

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.

source=pdf_text observed=2026-08-08T22:29:37.395312Z digest=sha256:0e5ca48393743daefe59c220cb76ab48b59fc15712a85b6b55cfa84b7aeb7da7

Observation 0592d488-3971-4142-a9cc-8793c12e4e57 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:29:37.805810Z

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.

source=pdf_text observed=2026-08-08T22:29:37.398115Z digest=sha256:9286f5162f788802513a2c9f039796eb40f7e80f372f89b026e6c81357e56343

Observation 98442d0d-c18c-46ff-ae9f-2daf982e7182 · outbound

This paper cites Barnett and A.

Decomposing Multivariate Information Rates in Networks of Random Processes Barnett and A

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.789795Z

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.

source=pdf_text observed=2026-08-08T22:29:37.404076Z digest=sha256:4bc0de36cac51eea4bad81dbf8f798d2f63c3543f2d8c7a2469bc6174e9020c4

Observation da5ebb01-6c74-4786-b987-37d76ae8a595 · outbound

This paper cites Runge, J.

Decomposing Multivariate Information Rates in Networks of Random Processes Runge, J

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.781296Z

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.

source=pdf_text observed=2026-08-08T22:29:37.406852Z digest=sha256:5a8b2e4e9972cfe47670b0ff375f13b47e9d7050921afa7c402622fa92535bfa

Observation 106ee842-1f3f-4ba9-9b44-59894185493f · outbound

This paper cites Vicente, M.

Decomposing Multivariate Information Rates in Networks of Random Processes Vicente, M

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.772405Z

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.

source=pdf_text observed=2026-08-08T22:29:37.409551Z digest=sha256:8721d29f13948cf787740c9d9fcd6050550b45988d14fccc08f8016ad70c5d61

Observation 7dd4ff35-7d09-4fe2-8ff2-f8e57b938bc3 · outbound

This paper cites Xiong, L.

Decomposing Multivariate Information Rates in Networks of Random Processes Xiong, L

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.763546Z

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.

source=pdf_text observed=2026-08-08T22:29:37.412714Z digest=sha256:ffd59b4acc90a8b764e1063b05ba21f820332387d79181e8c5e3c87e5eb0acb5

Observation ee3c827f-cf46-4138-8720-0015d0dfa5f1 · outbound

This paper cites Ricci, A.

Decomposing Multivariate Information Rates in Networks of Random Processes Ricci, A

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.754865Z

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.

source=pdf_text observed=2026-08-08T22:29:37.415503Z digest=sha256:9198bd0de7c40f11f5875298e9e12613ddfe31bc8e91a322f08739d87c70df3d

Observation baa7aa1c-eafb-471d-a2d6-cae54f420b55 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:29:37.745707Z

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.

source=pdf_text observed=2026-08-08T22:29:37.418474Z digest=sha256:d0159d32a5b47aa231597c088388ac0179006c171ed64dd1d083ce79693a413c

Observation 7f1de619-6126-47b4-95b3-c2dc0f3a5c19 · outbound

This paper cites Barnett and A.

Decomposing Multivariate Information Rates in Networks of Random Processes Barnett and A

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.736484Z

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.

source=pdf_text observed=2026-08-08T22:29:37.421740Z digest=sha256:273ce39dd3fb1501874149c026576e9b14811486e1af8c0018d1d19b9ec19f5b

Observation db536215-98cf-428b-946a-880ff960d6dd · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:29:37.727477Z

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.

source=pdf_text observed=2026-08-08T22:29:37.424524Z digest=sha256:6c62196331ae3a01046889832047ef61275d72e6a79f302771be7d7fc9b6aaa3

Observation 39d9d1ef-435c-48de-af1e-475f9d76ede3 · outbound

This paper cites Network Representation of Higher-Order Interactions Based on Information Dynamics.

Decomposing Multivariate Information Rates in Networks of Random Processes Network Representation of Higher-Order Interactions Based on Information Dynamics

Reference 71

Resolution
verified exact
local_arxiv, observed 2026-08-08T22:29:37.526263Z

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.

source=pdf_text observed=2026-08-08T22:29:37.427374Z digest=sha256:256a1e39b2d63005109f3d0fa09ee5287d88970a6ac802c5b483c2228448b721

Observation 558b8903-2d73-444b-be3d-94f115fc543e · outbound

This paper cites Barnett, A.

Decomposing Multivariate Information Rates in Networks of Random Processes Barnett, A

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.718349Z

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.

source=pdf_text observed=2026-08-08T22:29:37.430770Z digest=sha256:a7b613a721d69cf3909cc386e0c76caa7cd6c36c211f6120d01110be2156b954

Observation 1976ba0b-cfc0-43e9-a5c5-e5354fd767fc · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 73

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:29:37.709133Z

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.

source=pdf_text observed=2026-08-08T22:29:37.433499Z digest=sha256:acfa421ae193a48dd116e52cb4109aa01507280b36f87bf671df433718c6ae75

Observation cf6a75c0-7062-4a10-82ef-5ad1150268cb · outbound

This paper cites Zhang, J.

Decomposing Multivariate Information Rates in Networks of Random Processes Zhang, J

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.700094Z

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.

source=pdf_text observed=2026-08-08T22:29:37.436177Z digest=sha256:71cbecb4c71e20b3675608defaefd485ffb07e5a1a3129387fabe48917d59c38

Observation 3927fb57-0fdf-44f6-abae-fcce845e5c88 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 75

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:29:37.690968Z

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.

source=pdf_text observed=2026-08-08T22:29:37.439411Z digest=sha256:28419363c83f34c7f1f61f4820dfac30c8eea5320b400afc82da9190b6e01333

Observation ecdfcc2f-bce7-4576-873d-04c2e9c9f667 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 76

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:29:37.681977Z

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.

source=pdf_text observed=2026-08-08T22:29:37.442366Z digest=sha256:9808d1580b2586165e7400dba60b08e1e642cb37f36886292717b20ebd0b04f5

Observation c7c77139-50d1-4636-a6a5-047df832116c · outbound

This paper cites Porta, V.

Decomposing Multivariate Information Rates in Networks of Random Processes Porta, V

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.672657Z

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 8c91f4c0-4a65-470c-951e-67d1005b64b1 · outbound

This paper cites Gelpi, V.

Decomposing Multivariate Information Rates in Networks of Random Processes Gelpi, V

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.663593Z

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.

source=pdf_text observed=2026-08-08T22:29:37.448100Z digest=sha256:79f3ec47b72498fb293a6bbb704076ddd72ead31dffdcf4feef4d6644ee25734

Observation c245444e-f240-4430-8338-fa6aac20f847 · outbound

This paper cites Sparacino, Y.

Decomposing Multivariate Information Rates in Networks of Random Processes Sparacino, Y

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.654600Z

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.

source=pdf_text observed=2026-08-08T22:29:37.450874Z digest=sha256:7163cd75678264b39f3417525c9a927ca19e6e6a5125b99e27ce174a5361ab89

Observation afc60cdd-0fb9-4e1d-b968-98b6d58e0553 · outbound

This paper cites Mijatovic, L.

Decomposing Multivariate Information Rates in Networks of Random Processes Mijatovic, L

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.644813Z

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.

source=pdf_text observed=2026-08-08T22:29:37.453614Z digest=sha256:9079954aa2d08c52402ecf8d9a8ad5fe11aac8560c90939096de04118a5f5a9d

Observation 1250b71a-2dd5-45be-ab80-9d2898854334 · outbound

This paper cites Measuring hierarchically-organized interactions in dynamic networks through spectral entropy rates: theory, estimation, and illustrative application to physiological networks.

Decomposing Multivariate Information Rates in Networks of Random Processes Measuring hierarchically-organized interactions in dynamic networks through spectral entropy rates: theory, estimation, and illustrative application to physiological networks

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-08T22:29:37.456842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T22:29:37.456842Z digest=sha256:f0ca66797d606cf36124186f03fc3dec741bf0991e8869c9042bd8808eac9660

Observation 28c16c1d-3892-48be-859a-fbe743608c83 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 82

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:29:37.635988Z

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.

source=pdf_text observed=2026-08-08T22:29:37.460582Z digest=sha256:8c5584e7985a4338159d7123eddb39b6b3f48acca18a2143902341f862422a24

Observation 19e3bfb1-30c5-4015-91a2-e2f71ad88d6e · outbound

This paper cites Nollo, L.

Decomposing Multivariate Information Rates in Networks of Random Processes Nollo, L

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.627157Z

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.

source=pdf_text observed=2026-08-08T22:29:37.463633Z digest=sha256:83d1d11f92059f49fef9aabb2d6109a9dec25ae85e79fe1e90eb5766ac43b49a

Observation 2e7d3cf2-cb20-4046-a68c-b4fc7bb8f200 · outbound

This paper cites Akaike, IEEE transactions on automatic control19, 716 (1974).

Decomposing Multivariate Information Rates in Networks of Random Processes Akaike, IEEE transactions on automatic control19, 716 (1974)

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.797811Z

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.

source=pdf_text observed=2026-08-08T22:29:37.466582Z digest=sha256:2e906a6e58d6168f6eb22b61215cb31679c5bc7bf5fa5657f67772d6947c9ed5

Observation 496232f9-c567-4778-8777-3e4759346199 · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 85

Resolution
unresolved
raw_fallback, observed 2026-08-08T22:29:37.616945Z

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.

source=pdf_text observed=2026-08-08T22:29:37.469529Z digest=sha256:b384b0f0afe99df7200bce5fae93785358d78d21dd2fd8f7c01f3227f90c1256

Observation ed514d70-58ea-403d-a802-5820c92855c1 · outbound

This paper cites Porta, G.

Decomposing Multivariate Information Rates in Networks of Random Processes Porta, G

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.607470Z

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.

source=pdf_text observed=2026-08-08T22:29:37.472391Z digest=sha256:9cdb5615ea008c44522f19adf2693cefc5b34a28ac2ecbb0eedec70408df2ca6

Observation 2a88dee2-a478-422e-9a66-3ed09f44a3ca · outbound

This paper cites an unresolved cited work.

Decomposing Multivariate Information Rates in Networks of Random Processes Unresolved cited work

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-08T22:29:37.475184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T22:29:37.475184Z digest=sha256:62eb42e8e26369c67a1c0162ac4096e503e64dcc6f2e614ede4ffbf369755ee4

Observation 9f9132ef-7d23-4b5c-b309-812e1b2dddaf · outbound

This paper cites Barnett and J.

Decomposing Multivariate Information Rates in Networks of Random Processes Barnett and J

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.593340Z

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.

source=pdf_text observed=2026-08-08T22:29:37.478196Z digest=sha256:a0073bb9fda1108dbd12567e70f7501ec6cba68e8008a3a9a9e261a59b890655

Observation dcf47a82-2e34-49e3-9f8a-d91dfb850f5c · outbound

This paper cites Siggiridou, C.

Decomposing Multivariate Information Rates in Networks of Random Processes Siggiridou, C

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.583993Z

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.

source=pdf_text observed=2026-08-08T22:29:37.480902Z digest=sha256:b6583dafe0aa785c282929ba2b5e93867e2a16b683093e1b3d6f7446696bb0a6

Observation e7e96396-6cee-4bb5-9ccd-7237282ddfe2 · outbound

This paper cites Rudin,Principles of Mathematical Analysis , 3rd ed.

Decomposing Multivariate Information Rates in Networks of Random Processes Rudin,Principles of Mathematical Analysis , 3rd ed

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.574776Z

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.

source=pdf_text observed=2026-08-08T22:29:37.483694Z digest=sha256:768b5efd4f4823ee8f12fc2f35ef332e66b4b4db362404d08b7d77a30d7fddec

Observation 9b7488ba-4932-4632-b390-fee9705a8354 · outbound

This paper cites Friedland, Linear and Multilinear Algebra 2, 327 (1975).

Decomposing Multivariate Information Rates in Networks of Random Processes Friedland, Linear and Multilinear Algebra 2, 327 (1975)

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T22:29:37.564793Z

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.

source=pdf_text observed=2026-08-08T22:29:37.486626Z digest=sha256:7179aa18cc16d3d539ad86c2568be598141cd25423503377f252aff009a7df70

Pith citing papers

Observation 2fd1f4e6-5492-41ff-aef3-692615b00033 · inbound

Partial Information Rate Decomposition cites this paper.

Partial Information Rate Decomposition Decomposing Multivariate Information Rates in Networks of Random Processes

Reference 15

Resolution
verified exact
local_arxiv, observed 2026-08-08T22:33:28.109404Z

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.

source=pdf_text observed=2026-08-08T22:33:28.030262Z digest=sha256:edd58b43efa3eddd3e2dedb4fedd55b3a0d8a950b23d72ea6aed9ea41c97fd7f