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Paper Citation Record · LEDGER

DaiSy: A Library for Scalable Data Series Similarity Search

As of 9 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2603.27719.

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

pith.paper-citation-record.v1
2603.27719 v2

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T16:47:34.689117Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-13T16:47:34.689117Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved51
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation db2c2f75-6919-4cbb-b9af-ad3d571e3d67 · outbound

This paper cites DaiSy: A Library for Scalable Data Series Similarity Search.

DaiSy: A Library for Scalable Data Series Similarity Search DaiSy: A Library for Scalable Data Series Similarity Search

Reference 1

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:e6d426f1722b1679a5528aaef8f3d1fefa2637ce1ec18e054a05eedb983adb6b

Observation c9fdb181-ff72-4816-a84a-592392ba9e28 · outbound

This paper cites , pn}is a se- quence of points, where eachp i = (ui, ti) represents a valueu i at positiont i.

DaiSy: A Library for Scalable Data Series Similarity Search , pn}is a se- quence of points, where eachp i = (ui, ti) represents a valueu i at positiont i

Reference 2

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:f11a4793272b81943ef0be3dffa28858d62a94e63f189e379eb17e563caf29a7

Observation ed11c384-6ea5-4b63-9f85-26d7ec737f0e · outbound

This paper cites Foundational primitives provide distance evaluation, data access, and reusable lower bounds, while an index layer encapsulates the iSAX index as an internal service [4].

DaiSy: A Library for Scalable Data Series Similarity Search Foundational primitives provide distance evaluation, data access, and reusable lower bounds, while an index layer encapsulates the iSAX index as an internal service [4]

Reference 3

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:0c8be22576344aa4f162b88481fc9503b54df4dfc1cee8b8e250bb25a84f3d0e

Observation 7410e20e-fc46-4727-b96f-603f134465cf · outbound

This paper cites Though, the algo- rithms are more suited to Z-normalized data (we use the default iSAX breakpoints [36], which have been optimized for z-normalized data).

DaiSy: A Library for Scalable Data Series Similarity Search Though, the algo- rithms are more suited to Z-normalized data (we use the default iSAX breakpoints [36], which have been optimized for z-normalized data)

Reference 4

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:f05a81e2ac3dc7b8ad35a477fa650ea4acd7f6de814a0debaba0ca2dc240713a

Observation 406fff70-29e3-48c8-9a0e-2ea70b49f809 · outbound

This paper cites daisy/daisy.hpp.

DaiSy: A Library for Scalable Data Series Similarity Search daisy/daisy.hpp

Reference 5

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:81015ea3c2995d6b36a3821274bd45ecf8aa0975e136902002a8bae9d3139a82

Observation bd507aa8-8d8e-491a-8012-239dd74dbb47 · outbound

This paper cites In particular, we plan to in- corporate additional algorithms for exact similarity search [41, 35], including methods drawn from differ- ent data series summarization families [9].

DaiSy: A Library for Scalable Data Series Similarity Search In particular, we plan to in- corporate additional algorithms for exact similarity search [41, 35], including methods drawn from differ- ent data series summarization families [9]

Reference 6

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:fdd7ba8cb733b18f654effe713b52e637ff9e94429375f97ddf5f92274f179e6

Observation 22e20bac-cc13-4cd9-bb52-0ca603063d22 · outbound

This paper cites Greece 2.0.

DaiSy: A Library for Scalable Data Series Similarity Search Greece 2.0

Reference 7

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:35f5c6a636f1a7f95955487950ceda14535ed052d951840f6287d07d0d5fbcd9

Observation 216c7e9d-89dc-42a6-8ada-f70d08ffa266 · outbound

This paper cites an unresolved cited work.

DaiSy: A Library for Scalable Data Series Similarity Search Unresolved cited work

Reference 8

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:a4b79bda02737c01980a2ef8b9af4bf457fbeca2eb8ac3d57480e392dd006f6e

Observation 4025b2a2-47cb-4c21-abd4-71e9fc3e83dd · outbound

This paper cites Babenko and V.

DaiSy: A Library for Scalable Data Series Similarity Search Babenko and V

Reference 9

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:5be1922086a515a132ad02c4b993a1bba0d5a2b81ce2b99c60a20f9102930913

Observation ebc65e61-ca74-470e-a6ea-75c798282e9e · outbound

This paper cites Boniol and T.

DaiSy: A Library for Scalable Data Series Similarity Search Boniol and T

Reference 10

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:b9b84c088d274c84ab8ff4f6e288e8db526a6319ec657751cb164c4548412b2d

Observation 4e26e846-c9d8-4acf-8f8b-3b512cd762bd · outbound

This paper cites Camerra, T.

DaiSy: A Library for Scalable Data Series Similarity Search Camerra, T

Reference 11

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:080e6e0b625359da6225e90f290b741635e6bc8d80ad6a763e1a25ea0c1496ec

Observation 34a4d64e-a362-46dc-aec9-30e893aaaab1 · outbound

This paper cites Chatzakis, P.

DaiSy: A Library for Scalable Data Series Similarity Search Chatzakis, P

Reference 12

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Observation 9e5f29e1-2c5c-4f26-bc64-68305532c096 · outbound

This paper cites Chatzakis, Y.

DaiSy: A Library for Scalable Data Series Similarity Search Chatzakis, Y

Reference 13

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:14a7da41369a7fed38b6f18d270e78c4ce1a6bda6be73a6d8ae4427f9955d266

Observation e31f1f39-87ab-4e7d-94b8-fe79576f93d6 · outbound

This paper cites Daulton, M.

DaiSy: A Library for Scalable Data Series Similarity Search Daulton, M

Reference 14

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:9286da2e68037725dd8f13f379a3acd592bdd0f7c3a2719596f59037d8414d7c

Observation 863f2d48-e6eb-4358-98de-bb44c840903d · outbound

This paper cites Douze, A.

DaiSy: A Library for Scalable Data Series Similarity Search Douze, A

Reference 15

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:f26935cc3eefcdd22c8a40b872b51b32e543c00fc3f30e737cb998018f40d91d

Observation 256b2304-cf14-4032-afd4-82f5fc1a7e03 · outbound

This paper cites Hercules Against Data Series Similarity Search.

DaiSy: A Library for Scalable Data Series Similarity Search Hercules Against Data Series Similarity Search

Reference 16

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:8806fc1878ea50e9ee5227cf3ab7304b01183b91d4b65aa9070906430f5012ce

Observation ac646ce4-4105-4a60-99a8-c2efa38b7da6 · outbound

This paper cites Echihabi and T.

DaiSy: A Library for Scalable Data Series Similarity Search Echihabi and T

Reference 17

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:161889326323fac602197dd43d73550a759cd13f14db0549f601d4b889d9981c

Observation 1afe77d4-ad23-4000-8ada-d097f5a92216 · outbound

This paper cites Echihabi, T.

DaiSy: A Library for Scalable Data Series Similarity Search Echihabi, T

Reference 18

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Observation 446c75ed-d86f-433d-812a-c47f845ab817 · outbound

This paper cites Echihabi, K.

DaiSy: A Library for Scalable Data Series Similarity Search Echihabi, K

Reference 19

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:a23e4f9c29404ecd5928789c71d9b9466e3d47b5dab1c8b9a42060e1d33f85a0

Observation 6d767d26-de41-4c0a-a5ee-e8641ab45d18 · outbound

This paper cites Echihabi, K.

DaiSy: A Library for Scalable Data Series Similarity Search Echihabi, K

Reference 20

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Observation 63f28a4b-3b22-40e6-b81a-fc4127840bd6 · outbound

This paper cites Echihabi, K.

DaiSy: A Library for Scalable Data Series Similarity Search Echihabi, K

Reference 21

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Observation 481c2324-d4fd-4219-8bf8-147140362701 · outbound

This paper cites Fatourou, E.

DaiSy: A Library for Scalable Data Series Similarity Search Fatourou, E

Reference 22

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:606bb7ecd23b020e73759b5db345918f399115054b7ec1d20b9b819cee81ebb9

Observation 6548089b-8a0f-46ce-bc49-00e97c5e55d1 · outbound

This paper cites Fatourou, E.

DaiSy: A Library for Scalable Data Series Similarity Search Fatourou, E

Reference 23

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:7a04b6ed2cb78ef8a6874782f131013e8c790a3fc8eb68d3f25e9c28cd3ff3c5

Observation c792fe1a-7e47-42a5-ab92-387099729c49 · outbound

This paper cites Folgado, M.

DaiSy: A Library for Scalable Data Series Similarity Search Folgado, M

Reference 24

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Observation 4021d6b1-9dbb-40db-92c9-232b8c3f16a7 · outbound

This paper cites an unresolved cited work.

DaiSy: A Library for Scalable Data Series Similarity Search Unresolved cited work

Reference 25

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Observation 7e01f1ec-fc62-47c9-9910-abc05f4eb4f6 · outbound

This paper cites Gogolou, T.

DaiSy: A Library for Scalable Data Series Similarity Search Gogolou, T

Reference 26

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Observation a5702d23-2ede-48e1-907c-fb270ff2f8fc · outbound

This paper cites Huijse, P.

DaiSy: A Library for Scalable Data Series Similarity Search Huijse, P

Reference 27

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Observation fa8a9bb4-823c-4eda-a424-fb9cca47e9d4 · outbound

This paper cites Kashino, G.

DaiSy: A Library for Scalable Data Series Similarity Search Kashino, G

Reference 28

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Observation 85797b7c-fc85-4ef5-ab45-0c1d0776d200 · outbound

This paper cites Keogh and C.

DaiSy: A Library for Scalable Data Series Similarity Search Keogh and C

Reference 29

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Observation 4e85889a-e3d7-4e69-912c-cb6479290383 · outbound

This paper cites an unresolved cited work.

DaiSy: A Library for Scalable Data Series Similarity Search Unresolved cited work

Reference 30

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Observation f84d66ef-0160-40e1-9b95-654124675e0c · outbound

This paper cites Kondylakis, N.

DaiSy: A Library for Scalable Data Series Similarity Search Kondylakis, N

Reference 31

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:fa88b145ecf15a1a0f51a733c4c3fde1e79b3c0000e7bdb91504dce435d013be

Observation cf88e0e1-a4bf-4799-8603-2abd14f04d26 · outbound

This paper cites Lewis, E.

DaiSy: A Library for Scalable Data Series Similarity Search Lewis, E

Reference 32

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Observation bb6519d7-9852-4c69-a074-7cfc696078a7 · outbound

This paper cites Linardi and T.

DaiSy: A Library for Scalable Data Series Similarity Search Linardi and T

Reference 33

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Observation 3593d7d1-bef0-4fe7-98d8-9b203bb76bdb · outbound

This paper cites Middlehurst, A.

DaiSy: A Library for Scalable Data Series Similarity Search Middlehurst, A

Reference 34

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Observation 344ea498-7025-4a70-9bd4-2596f69341b8 · outbound

This paper cites Palpanas.

DaiSy: A Library for Scalable Data Series Similarity Search Palpanas

Reference 35

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Observation ff20b995-a9ab-4360-860e-054823250694 · outbound

This paper cites Palpanas.

DaiSy: A Library for Scalable Data Series Similarity Search Palpanas

Reference 36

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Observation 02110467-1074-4d44-a734-948b0da0b006 · outbound

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DaiSy: A Library for Scalable Data Series Similarity Search Unresolved cited work

Reference 37

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Observation 88a76c41-474c-4f67-83da-1edd90ced255 · outbound

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DaiSy: A Library for Scalable Data Series Similarity Search Unresolved cited work

Reference 38

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Observation 4995ecd5-71b4-499a-8d5b-cc8a41da6d5f · outbound

This paper cites an unresolved cited work.

DaiSy: A Library for Scalable Data Series Similarity Search Unresolved cited work

Reference 39

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Observation acd3b476-ca9b-4ee2-850d-4f80a2c56e60 · outbound

This paper cites Rakthanmanon, B.

DaiSy: A Library for Scalable Data Series Similarity Search Rakthanmanon, B

Reference 40

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Observation 8ecd9842-113b-45fe-9a67-ab4899b09793 · outbound

This paper cites an unresolved cited work.

DaiSy: A Library for Scalable Data Series Similarity Search Unresolved cited work

Reference 41

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d76c508c-8c94-4382-b745-6b982e9a1e2e · outbound

This paper cites Sch ¨afer, J.

DaiSy: A Library for Scalable Data Series Similarity Search Sch ¨afer, J

Reference 42

Resolution
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Unavailable: canonical work link unavailable.

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Observation 6b66add2-0813-4bdf-b8b8-9dc0219a1e7d · outbound

This paper cites Shieh and E.

DaiSy: A Library for Scalable Data Series Similarity Search Shieh and E

Reference 43

Resolution
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Source-reported events for the cited work

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This paper cites Tavenard, J.

DaiSy: A Library for Scalable Data Series Similarity Search Tavenard, J

Reference 44

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 653622d3-15c9-48df-b509-b012b8756cb6 · outbound

This paper cites an unresolved cited work.

DaiSy: A Library for Scalable Data Series Similarity Search Unresolved cited work

Reference 45

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation abfa7f20-8994-475d-aaed-154c512479e2 · outbound

This paper cites an unresolved cited work.

DaiSy: A Library for Scalable Data Series Similarity Search Unresolved cited work

Reference 46

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ae77df43-6ed4-4945-b666-cfc9a56d35e6 · outbound

This paper cites an unresolved cited work.

DaiSy: A Library for Scalable Data Series Similarity Search Unresolved cited work

Reference 47

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6c59ffda-da42-4f3f-9c40-9beb2c466a71 · outbound

This paper cites an unresolved cited work.

DaiSy: A Library for Scalable Data Series Similarity Search Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-07-13T16:47:34.689117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 3d046723-d0fa-4495-a6c3-f204983209e2 · outbound

This paper cites an unresolved cited work.

DaiSy: A Library for Scalable Data Series Similarity Search Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-07-13T16:47:34.689117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5ddcc823-90e9-4403-80a7-c775ca833142 · outbound

This paper cites Ye and E.

DaiSy: A Library for Scalable Data Series Similarity Search Ye and E

Reference 50

Resolution
unresolved
no resolver link, observed 2026-07-13T16:47:34.689117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7b3e70e9-a5fe-4a2c-a353-761d71bd90b9 · outbound

This paper cites Zoumpatianos and T.

DaiSy: A Library for Scalable Data Series Similarity Search Zoumpatianos and T

Reference 51

Resolution
unresolved
no resolver link, observed 2026-07-13T16:47:34.689117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers

Observation db2c2f75-6919-4cbb-b9af-ad3d571e3d67 · inbound

DaiSy: A Library for Scalable Data Series Similarity Search cites this paper.

DaiSy: A Library for Scalable Data Series Similarity Search DaiSy: A Library for Scalable Data Series Similarity Search

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-13T16:47:34.689117Z

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Unavailable: canonical work link unavailable.

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