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Paper Citation Record · LEDGER

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps

As of 14 August 2026, this Paper Citation Record lists 93 of 93 outbound references and 0 inbound Pith citation observations for arXiv:2412.12844.

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

pith.paper-citation-record.v1
2412.12844 v1

Coverage vector

measured 93 of 93 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:44:46.866542Z

measured 93 of 93 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

93 of 93 outbound references displayed

  • verified exact7
  • verified fuzzy28
  • unresolved52
  • parse uncertain0
  • malformed identifier5
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4e01f61f-8ef0-466f-8cff-a6b2d6c2b9a7 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 2

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Observation e9f265a7-b2db-4bca-86d8-d107ef5c53a6 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 3

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Observation 6198f641-960b-4a42-b38d-943912c51c5e · outbound

This paper cites Federated Learning with Non-IID Data.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Federated Learning with Non-IID Data

Reference 4

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Observation 3e2e1216-2662-49c8-8bdb-96fd314e250b · outbound

This paper cites Itahara, T.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Itahara, T

Reference 5

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Observation 2c87775b-9da7-40e5-86c4-ef4f9c79f656 · outbound

This paper cites Collins, H.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Collins, H

Reference 6

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source=pdf_text observed=2026-08-11T13:44:46.634337Z digest=sha256:0856cb38d699c96a11b3fef3ded63b5f2222839a5048f1c99cb8d9853ac0b64c

Observation 515eaa46-ea2a-40d1-a427-b3c74e7e3950 · outbound

This paper cites Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data

Reference 7

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Observation 371391c4-f316-4d67-a9d3-f923683b0939 · outbound

This paper cites XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning

Reference 8

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Observation 3945bd92-a3ff-47ae-bdf4-3e8dc32905b9 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 9

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source=pdf_text observed=2026-08-11T13:44:46.643597Z digest=sha256:ed11da53585b69b4d97112464200801bef44e62fb3576c83e8fd11e48c18e6f4

Observation 533a6838-7aed-4713-a892-2b76555b7940 · outbound

This paper cites Multiwavelength campaign on Mrk 509 XIV. Chandra HETGS spectra.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Multiwavelength campaign on Mrk 509 XIV. Chandra HETGS spectra

Reference 10

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Observation f6e43095-72ba-4e15-9cb7-c16e747fcca5 · outbound

This paper cites Leroy, A.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Leroy, A

Reference 11

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Observation 8a4f28dc-08f2-4e65-af1a-230135e0e294 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 12

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source=pdf_text observed=2026-08-11T13:44:46.653329Z digest=sha256:eb7450fbfe60af93483239586721c8844f77294db7135b65cb4ee3606d02dc77

Observation 2eeee36c-f315-44a8-9798-3f4a6028666c · outbound

This paper cites Jiang, J.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Jiang, J

Reference 13

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source=pdf_text observed=2026-08-11T13:44:46.656131Z digest=sha256:86ec3cd09c1af5376d57a7b524e6e625ba619525b2a916dd6d6c860e022a8801

Observation 4e8276a3-ad9d-4681-891e-a0dee3e86f07 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 14

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source=pdf_text observed=2026-08-11T13:44:46.659349Z digest=sha256:395a4d627854c21f87bcf8d6f8dd601de95bcd1d9b6595ed7fafac7bf75ca380

Observation f06bec75-5412-44de-9cd6-5f36cc0f9850 · outbound

This paper cites Smith, C.-K.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Smith, C.-K

Reference 15

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source=pdf_text observed=2026-08-11T13:44:46.662856Z digest=sha256:d4792ba5388fa483f34e73b342685d460f72d5d080bb851321aee8aee8ad990b

Observation 2111dfe3-e70f-4005-a2cb-ce7e36f9ec4d · outbound

This paper cites Robust Federated Learning in a Heterogeneous Environment.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Robust Federated Learning in a Heterogeneous Environment

Reference 16

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Observation bd64313d-161a-4105-a4ea-e7d6cece61d7 · outbound

This paper cites Federated learning with hierarchical clustering of local updates to improve training on non-IID data.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Federated learning with hierarchical clustering of local updates to improve training on non-IID data

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.669212Z digest=sha256:d6fbed2c669924768990852e808b46d709e72e8a310b2b24977578c2214d0ed8

Observation 46199372-b469-496a-b803-997649a037bd · outbound

This paper cites Axelrod, Structure of Decision: the Cognitive Maps of Political Elites, Princeton University Press, Princeton, New Jersey, 1976.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Axelrod, Structure of Decision: the Cognitive Maps of Political Elites, Princeton University Press, Princeton, New Jersey, 1976

Reference 18

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Observation 2871ee52-8662-4979-a279-bb4695abb0d1 · outbound

This paper cites Salmeron, J.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Salmeron, J

Reference 19

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Observation de42e702-aa46-495f-b9de-3a3b3bf64ff9 · outbound

This paper cites Kosko, Fuzzy cognitive maps, International Journal of Man-Machine Studies 24 (1) (1986) 65–75.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Kosko, Fuzzy cognitive maps, International Journal of Man-Machine Studies 24 (1) (1986) 65–75

Reference 20

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Observation d2a46d1f-49e3-4026-bbe8-bd915bb10a33 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 21

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source=pdf_text observed=2026-08-11T13:44:46.680978Z digest=sha256:ea4ae6e4ab19406744b97207e8ef8f13b4683df878536d332605eab80075b6e0

Observation 44d60215-54fe-4902-9b7e-a699cd24a3e7 · outbound

This paper cites Lopez, J.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Lopez, J

Reference 22

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source=pdf_text observed=2026-08-11T13:44:46.683743Z digest=sha256:182d9ba8a76dbbf5ba16124d61c347edcbcf46a2e79bb4e0d5efa8214f43b642

Observation e4c9261a-b60b-47d2-b83f-dbe4764cff18 · outbound

This paper cites Napoles, J.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Napoles, J

Reference 23

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Observation 9439dcd4-2e24-44b9-aec2-e791f0a84d57 · outbound

This paper cites Rahimi, M.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Rahimi, M

Reference 24

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Observation 5430f6a2-541e-4263-987c-41bb1b59039b · outbound

This paper cites Guerrero-Gomez-Olmedo, J.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Guerrero-Gomez-Olmedo, J

Reference 25

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Observation cf05164a-1b1d-49aa-bdb0-2e13782635b8 · outbound

This paper cites Salmeron, Augmented fuzzy cognitive maps for modelling lms critical success factors, Knowledge-Based Systems 4 (22) (2009) 275–278.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Salmeron, Augmented fuzzy cognitive maps for modelling lms critical success factors, Knowledge-Based Systems 4 (22) (2009) 275–278

Reference 26

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 0eab194b-a80c-427b-b34f-11373f529eb5 · outbound

This paper cites Salmeron, Modelling grey uncertainty with fuzzy grey cognitive maps, Expert Systems with Applications 12 (37) (2010) 7581–7588.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Salmeron, Modelling grey uncertainty with fuzzy grey cognitive maps, Expert Systems with Applications 12 (37) (2010) 7581–7588

Reference 27

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Observation 241b901b-6b96-4c92-b705-9f16229a4ddf · outbound

This paper cites Schneider, E.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Schneider, E

Reference 28

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation f89fefb8-701e-4717-835b-ee700dc69e5b · outbound

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Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 29

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Observation 365f319e-6bb2-4d69-9211-20348a381bfa · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 30

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 3ad49e46-f3e0-485c-81d4-7043c5814522 · outbound

This paper cites Napoles, J.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Napoles, J

Reference 31

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation a456e0f1-d927-42b9-b60d-10f200bfaa9b · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 32

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 50079066-2c39-4f60-841b-ff1fbf642a50 · outbound

This paper cites Froelich, J.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Froelich, J

Reference 33

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 91d6da06-a8b4-4f5a-a77a-6034ac9f3461 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 34

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Observation adda690b-2e23-417c-8e73-befe98c0b8a7 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 35

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation aad23196-027b-43c0-b3b2-82133124a4b3 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 36

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raw_fallback, observed 2026-08-11T13:44:47.952672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.717747Z digest=sha256:a80c49739e6aed97eaaefaf680f670272b267eaf7a83cd1c7d43dbac7db60e31

Observation e778b886-62bd-41da-8c94-63294f47e9da · outbound

This paper cites Kosko, Fuzzy engineering, Prentice-Hall, Inc., 1996.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Kosko, Fuzzy engineering, Prentice-Hall, Inc., 1996

Reference 37

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raw_fallback, observed 2026-08-11T13:44:47.946359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 80a0b907-a402-4d5b-9252-c36b41ff0922 · outbound

This paper cites Stach, L.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Stach, L

Reference 38

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verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.939046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 9c9caf8b-3b67-4ac2-8804-9a8336d5ab41 · outbound

This paper cites Papageorgiou, C.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Papageorgiou, C

Reference 39

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verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.930932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.723385Z digest=sha256:e61ee2e0822ed29c0ba38f5e17889c8bbcb9d17db707d8583f56ec96c6ad10a9

Observation 8b6ad543-e811-4906-ba29-943fe1650de0 · outbound

This paper cites V ´azquez-Huerga, A balanced di fferential learning algorithm in fuzzy cognitive maps, Proceedings of the 16th International Workshop on Qual- itative Reasoning 2002 (2002).

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps V ´azquez-Huerga, A balanced di fferential learning algorithm in fuzzy cognitive maps, Proceedings of the 16th International Workshop on Qual- itative Reasoning 2002 (2002)

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.923823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.725203Z digest=sha256:7f1fb852122a94173fe1801c95571054396924b589ec9332a73139fe7fb260d7

Observation d9afdd06-01e2-4230-952c-a8a171413b13 · outbound

This paper cites Konar, U.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Konar, U

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.915393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.726916Z digest=sha256:ca9b4dd7af2f4eb3913c7f80d159cdb181582e9a213bb2cac0993177e9668c15

Observation 43045fad-6e53-43f2-a7a9-c281f6afcf14 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:44:47.907550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.729695Z digest=sha256:79d80317d59f32dff0b128555c4624aa11e0d16896cf1426b3bfac589f14663a

Observation 4585409b-a596-45f9-b527-4a8625bcc13f · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:44:47.900195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.732438Z digest=sha256:68c63d0ab5ad7f97edf3b7a8f4daa0300a94a4de7a81160e211dfa3aaf967700

Observation 4ac085a6-1620-4931-90cc-aec25bb64e61 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:44:47.894541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.734320Z digest=sha256:1eb766ef47971fb7da6942d4feea5586eeea52bd03e34614b26d0c9d2f1a51a4

Observation 94560210-5645-47c0-9b11-c070d9346129 · outbound

This paper cites Stach, L.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Stach, L

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.882257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.739413Z digest=sha256:d794e53e0750149d86cef5c8979a1bd52b2eca01798c0dc992a37b970b788e54

Observation 3ab963c8-9845-44ad-a8c1-335f4e64dfd0 · outbound

This paper cites Poczeta, A.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Poczeta, A

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.874980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.741611Z digest=sha256:3416e8bda763e77d4650e27207942ce7db03912a9f64ae6c1b561a96dc15f79f

Observation 27536199-986b-4aa3-94eb-72b6766b7972 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:44:47.867507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.743924Z digest=sha256:cf8eb534fb7580e160f2f466bd2f08e9d5ce8fbe37abd65b3c8fc807e3602006

Observation 47e39a28-3318-4082-81a5-78afa314318d · outbound

This paper cites Computational Meth- ods in Sciences and Engineering.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Computational Meth- ods in Sciences and Engineering

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.860995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.746736Z digest=sha256:1b310627470e34f173dae6949010496c73a803c17146d79458b20444586305d3

Observation efd779ac-87a1-4c6b-a814-995c75a7140a · outbound

This paper cites Ghazanfari, S.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Ghazanfari, S

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.854515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.750039Z digest=sha256:42049f6c7efb7cb483c5d63ff2ed94775c8a52744ab1bcf2363c71cd77c8fd59

Observation 544bfab6-4f07-45e4-ad3b-c0fd00838cb7 · outbound

This paper cites Alizadeh, M.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Alizadeh, M

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.848067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.753361Z digest=sha256:50e784159dcd5385d471751fcace77531d2da43d80655f4a793082b54937d198

Observation 1f0191e6-0daa-4ba6-9dd4-35af6b6fbbe3 · outbound

This paper cites Alizadeh, M.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Alizadeh, M

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.841420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.755622Z digest=sha256:d33e94af1530f0431747fa21de08ce1d8c95038c7cfa2e35172da89461de0f94

Observation f12716c1-a928-4e06-9b9b-99cb04430d55 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:44:47.834941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.758377Z digest=sha256:935f887b4f2ad6ceb3f215bd4f55e13220cb284eaa9af6bbd7eff27cce269c0b

Observation c576586d-484c-4899-924d-2acb891a904f · outbound

This paper cites Juszczuk, W.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Juszczuk, W

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.828691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.761799Z digest=sha256:9fa988c3d76199b8745ac4ae170d41ef5ec4f36f1abb05571e327715fcc91de9

Observation c1f05902-0c2a-4583-8116-edfa90119683 · outbound

This paper cites Lin, An immune algorithm for complex fuzzy cognitive map partition- ing, in: Proceedings of the first ACM /SIGEVO Summit on Genetic and Evolutionary Computation, ACM, 2009, pp.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Lin, An immune algorithm for complex fuzzy cognitive map partition- ing, in: Proceedings of the first ACM /SIGEVO Summit on Genetic and Evolutionary Computation, ACM, 2009, pp

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.822768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.765068Z digest=sha256:c1ff1bca7bc7a8bf831a501dbc94e8b7e2229071f4a12484e72093f66a75a86c

Observation 4d179ae1-1cb4-4b74-9ed9-503ba93016e2 · outbound

This paper cites Yesil, L.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Yesil, L

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.814669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.767294Z digest=sha256:0fd702aea984b9d2873179543a664435b0a9e52a275c304e0bd76ef45fa3bcb1

Observation fdd961d9-7217-47f3-8aad-8de4a41dacd7 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:44:47.806484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.769646Z digest=sha256:f99974fa34e18d5be055bea1c303495c96e67b098bb2249b6c77e96c73d7acd7

Observation c1af9b00-81b7-49a0-a153-4876b9aaa83c · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:44:47.798915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.772189Z digest=sha256:7463eca08039c4b454373eeedf5cb7bf97fd72e0d0c15522393d952b0a729c90

Observation 1be16440-711c-47d2-a72c-8756c24dad96 · outbound

This paper cites Baykasoglu, Z.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Baykasoglu, Z

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.791072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.774940Z digest=sha256:5a3511337d9c1fae8c6c2d3ae47a7ce706b27935fe0f0cb4209b4c2311e78c6d

Observation 18327565-3220-49ce-b336-df50aa56a642 · outbound

This paper cites Yesil, C.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Yesil, C

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.782801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.777422Z digest=sha256:6e983af4348aa45ba2496ae28a2724311ecde04dd64655d36aaff8a1fb488f2b

Observation 20eb1382-28df-4df2-a607-4dd77fc41930 · outbound

This paper cites Ahmadi, N.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Ahmadi, N

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.775505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.779766Z digest=sha256:730f3922433866f7e2ae84566e45abe37635d5e52ac33bec542f5edc21f81b68

Observation 5389d958-f3de-4b90-8a38-ebbc19380b84 · outbound

This paper cites Ahmadi, N.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Ahmadi, N

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.768187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.782665Z digest=sha256:3acce8e807214b812e550bdc4c8cd4b2b2c2ab5e99c73ab42fef99ec7e74dad2

Observation c3c7bcdd-dd4f-466e-b7cb-14c586d09220 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:44:47.761256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.785252Z digest=sha256:cf29a76f54c6a270c0c50b3725b9c9332f8f6841a69f177e2e21575444e9aead

Observation 506f578c-7647-4627-a23f-8de104bd0bf0 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:44:47.753630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.787581Z digest=sha256:dba32a376338958d5d9effc34efdf5074a517c6fc0dfcd7ad35fd801bce2390a

Observation 770a3c44-1d66-4486-9215-77cc0ecee4e9 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:44:47.746557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.790679Z digest=sha256:2426b23a011d8510a92343a4139f952165359b9825e36e152717b0f8a4798905

Observation 5b0a671b-5036-431b-8787-260077d3f905 · outbound

This paper cites Ren, Learning fuzzy cognitive maps by a hybrid method using nonlin- ear hebbian learning and extended great deluge algorithm., in: MAICS, 2012, pp.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Ren, Learning fuzzy cognitive maps by a hybrid method using nonlin- ear hebbian learning and extended great deluge algorithm., in: MAICS, 2012, pp

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.739708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.793272Z digest=sha256:4edd975106176bc729074b254472acb02d13333076faa9bc052f875baf26dd6e

Observation c61c9097-4a31-4fe6-9cf7-5a8918b75bd0 · outbound

This paper cites Vanhoenshoven, G.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Vanhoenshoven, G

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.731922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.796475Z digest=sha256:d9d97906e462f255f46e2cbe6200bd152234a013d91178c54dde7e428fddeb04

Observation 42990c18-5254-41f3-b6e1-5f2a6856772d · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:44:47.725180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.799202Z digest=sha256:577653ec10d42445128d640c36ca4779c9689e3680fee78de7b4dc1f7d60beee

Observation a1dea426-da94-418b-9e6e-9a4daf952f97 · outbound

This paper cites Federated Optimization: Distributed Machine Learning for On-Device Intelligence.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Federated Optimization: Distributed Machine Learning for On-Device Intelligence

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-11T13:44:46.801801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T13:44:46.801801Z digest=sha256:6400a62fdc8d889eb153626ee6fb8fbc60cb5b911a49131a96db66d54f202044

Observation 9ce97ab6-89f4-4237-9dee-cc0c744037ac · outbound

This paper cites McMahan, D.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps McMahan, D

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.716192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.804383Z digest=sha256:29115851582f25dca44f8f93c6716c244479b62eb7fa2622c2fced79b1e4099d

Observation a6d8eb6c-73dd-4972-84a7-a94b69584966 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:44:47.707875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.806678Z digest=sha256:c09daee1f1adbbf3116c3e9536582be3c67bd290d68faea8bc1d16bd06c56743

Observation 2fbecefd-5848-45fc-ab93-b4e623fd255c · outbound

This paper cites Gascon, P.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Gascon, P

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-11T13:44:46.809691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T13:44:46.809691Z digest=sha256:2eafae576f93f40e7c1c2ed32895ee5e9fb4d32dd64aaeef3288abd78dab7fe2

Observation c4e65a00-1a84-4577-8568-9d928f5d9af8 · outbound

This paper cites Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-11T13:44:46.813175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T13:44:46.813175Z digest=sha256:6fe2979ce518189968a53f2fe831e9ad62a8070876a9efa95fe9eeffb59f94c4

Observation e87df7e4-c866-408c-bc0b-bc300d49a7bc · outbound

This paper cites Federated Forest.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Federated Forest

Reference 73

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:44:47.286580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.815728Z digest=sha256:49bf6bd9e88b6778ec707b2a16146940adcb70689f39cf5a9fe22cdbb61c7547

Observation cb0204bd-f0de-4266-b6f1-daacae621a72 · outbound

This paper cites SecureBoost: A Lossless Federated Learning Framework.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps SecureBoost: A Lossless Federated Learning Framework

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-11T13:44:46.818012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T13:44:46.818012Z digest=sha256:d952c6a9526f213e44f292ef0ea2584affd4f330847c77adec39300c626ca905

Observation 62c501a1-38ed-4818-a0e7-06e02e112162 · outbound

This paper cites Large-Scale Secure XGB for Vertical Federated Learning.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Large-Scale Secure XGB for Vertical Federated Learning

Reference 75

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:44:47.272793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.820094Z digest=sha256:7a0ff5b4d041c6a517f82367798f4c66055cfb8265f4cb5ca3c9e6ff071c0391

Observation 5a0322b0-1876-4c6e-850e-0a60a4445eef · outbound

This paper cites An Efficient Learning Framework For Federated XGBoost Using Secret Sharing And Distributed Optimization.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps An Efficient Learning Framework For Federated XGBoost Using Secret Sharing And Distributed Optimization

Reference 76

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:44:47.263957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.822085Z digest=sha256:42da59d5697f8ed8a9d946fb53dcf7e7ad859384dbcafd885cae62ed2c8864a6

Observation f969a4fc-8a4e-41e9-a1fa-55ce9f1bd390 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:44:47.700868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation c83e004d-b9c7-44b7-9a6e-770a68f8f811 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 78

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:44:47.692894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation f63eb5a4-6f7b-44e5-a368-cb159d5c65bb · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 79

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:44:47.684687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.829483Z digest=sha256:6252f77abcb182bf261cd7d3c12daaf46b11bddefc1b4a6222a606c9693b1aa1

Observation 927a9fcf-34a2-4b93-b7d9-931673534796 · outbound

This paper cites Bagdasaryan, A.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Bagdasaryan, A

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.675378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.832299Z digest=sha256:a5679e8f67ece54838d93e94203000fd6255f0b34e21d9b42995b0c52710fccb

Observation 820189d8-b96e-4661-8cd3-a5a8124d216e · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-11T13:44:46.835318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T13:44:46.835318Z digest=sha256:4f042bda298137a200f95d3758d0999d26d72092292f51ad05b9ba0f02560ced

Observation 8a463bfe-2b3e-4512-8134-1e0a7bb27f50 · outbound

This paper cites Deep Learning with Differential Privacy.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Deep Learning with Differential Privacy

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-11T13:44:46.837825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T13:44:46.837825Z digest=sha256:a7d4570cdc8382ecd8688d9c15e547a312d23230781a1f686d2c1a7a8be662b6

Observation 4b7a3d4d-ed90-45e9-8277-2a1b48657b77 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-11T13:44:46.840515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T13:44:46.840515Z digest=sha256:a7e55e71d5acc873061197c2536e6b3317707d761702852fddef15cbf1cbb33e

Observation 4222f5c0-b48d-41eb-b57c-aab5ce7ba8dd · outbound

This paper cites Ar ´evalo, J.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Ar ´evalo, J

Reference 84

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.842969Z digest=sha256:f4d77fcb507c7e4076a34b14b6f8b5642704aa69f82e6f12ebc30c27896b5931

Observation a1124dc5-0c6d-4e57-af3f-078e18b38a42 · outbound

This paper cites HHHFL: Hierarchical Heterogeneous Horizontal Federated Learning for Electroencephalography.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps HHHFL: Hierarchical Heterogeneous Horizontal Federated Learning for Electroencephalography

Reference 85

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.845524Z digest=sha256:32adc256afe61b30dc711fae311cdae0ce2f48b0e264fd72d8662c157528a10b

Observation cdfb74d7-a14a-4e98-acde-d6838747d6a2 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:44:47.659199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.848199Z digest=sha256:b31a40d46ac1538c03277b0dba76dcaa4611f8f9d1a5a199c5cd67a4e5b0b73b

Observation f8eae841-b627-4995-b7f9-c614bed55551 · outbound

This paper cites SecureBoost: A Lossless Federated Learning Framework.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps SecureBoost: A Lossless Federated Learning Framework

Reference 87

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:44:46.897686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.850412Z digest=sha256:b6739d5651929bb2269d83fe2098596d21717a62ec6df973bfac29dcc4b44a66

Observation 78ae1c5f-5aa5-4b23-a98b-af36e8132e8e · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:44:47.650896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.853003Z digest=sha256:bba6a186600774b2e4160d0b933898253fc124afffe76a9780c5c34dfa51caf1

Observation a901c95c-0250-40be-9ffe-10ce6aa75710 · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-11T13:44:46.855427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T13:44:46.855427Z digest=sha256:3c1da4d68824e1cc9de6fbae6830f8b1feb1dcc4eadbfba787a9da2d811bc2a0

Observation 903b1fd3-f4eb-4aa2-abf8-f0c8e2e58689 · outbound

This paper cites Communication-Efficient Learning of Deep Networks from Decentralized Data.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Communication-Efficient Learning of Deep Networks from Decentralized Data

Reference 90

Resolution
unresolved
no resolver link, observed 2026-08-11T13:44:46.858302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T13:44:46.858302Z digest=sha256:cfc050f032449bbfbe59b24ca74676c17dc86fd7cc613bf915fc67821f539d0d

Observation 7149ace0-df41-4b73-9807-0aa00c9f8f9e · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:44:47.641909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T13:44:46.861092Z digest=sha256:1e834bae1434f63b4d928190cfa0652c37c443161a30a0a727ff6c32fc8e168c

Observation a70a70ff-e34b-4195-bf6a-9af466414a42 · outbound

This paper cites PMLB v1.0: An open source dataset collection for benchmarking machine learning methods.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps PMLB v1.0: An open source dataset collection for benchmarking machine learning methods

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-11T13:44:46.863377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T13:44:46.863377Z digest=sha256:246c1e932060d46a8fd809900b9527cc169ed54b7fd2d7ce005f8d55a4daad22

Observation 079fbcee-bcef-4da2-a891-ae1af179ad6a · outbound

This paper cites an unresolved cited work.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps Unresolved cited work

Reference 93

Resolution
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no resolver link, observed 2026-08-11T13:44:46.866542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T13:44:46.866542Z digest=sha256:3a9d635a72dadb06110458e2e29debe6c84f1a189d0719f2a6515fa85cd0f641

Observation 963c48c9-f560-4ee5-a850-b89baa854492 · outbound

This paper cites 1, IEEE, 2005, pp.

Concurrent vertical and horizontal federated learning with fuzzy cognitive maps 1, IEEE, 2005, pp

Reference 2005

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:44:47.889052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Pith citing papers

No inbound Pith citation observations are available.