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Paper Citation Record · LEDGER

DaiSy: A Library for Scalable Data Series Similarity Search

As of 21 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 2026-08-21T06:32:19.484+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=sha256:4a2e0988ff926878672f9737e59d6ffed46452aa22eb0b05ab15a218bdf69fa4

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:d207f4321b44d885225f770fdee2bc54dfc25bd0824d3c5df8a206dfc62d9c3f

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:f91391d83885952ff5eedbba65cb21c0f5918c0d3674feebe09d7391611d4bc7

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=sha256:6375797cf3eda8be8de660acefdf2a3489d8140ddcf0a40f1e2595dad0bef203

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:e4f7a0c83132561f9e6b7921a8c3b7d4c5deb50d69b6fb35933da27acb0ac342

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=sha256:4fbe7e982a0887a4cc726d2d9cb21f8e011d146dec568732317b9bddcff63b07

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:a339ed39492544ffc2c43c526e9da712cc3bb5199fd550f2c0d0266bee08a442

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:cf0c76abb066d9d14e913b15c1fda0af477ca4a32e3de8c5f253eba9e0200db9

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=sha256:2de0b4594ff5ed1b7476fc536f6cb0be5b69dfa73aa57002f1e65ef797dcc216

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=sha256:54335a678280a3a1062de55c5b110339bebe0006634e105ff52d4b2cd463d3ce

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=sha256:750670ece5062c48cd8a057a98a1d58c404e2824db231666c2846130966d542b

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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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:1dd343df8a9d2ee751e234ad34a14601f2392c2b09bd76f3597bb8040e5dfc3e

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:fedb2396e163ac021749760fa1490037de6e9dfcff7f4cf9ed762114e25f72bb

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=sha256:63b413af4e436aed6c00af865e7806e76fc37062d20a11ac30cc1831e6565637

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=sha256:266d0842fdfc38b45289855ca7d99a2e1ebadd1db1475ec227a89ffa9d3cfd93

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=sha256:1a7dc3e635891f22be0df5e192d1251f797ede575c436d5e0e93f5f261d5846d

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=sha256:8fc856ecaf93b64c3109eb5d506b62411fe57b4426da67b7bee372a67c3bb6ba

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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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:c136613e90a64892328d9d3412fec74b8dacc72d28489bb7529a7f80b8ac3871

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:ac22131da51ad55dbe8c9c538bb541abeb912faa3916620e353f7f8cdfe85966

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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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:99c74132a9e9b472576ac897cf39e940a75063c4b253b0cdda9ae09ed87afa03

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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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=sha256:12614bcbaa184e1e0e048005ca33cf42e8c69d6b2c185d02a995147dc17eb2ae

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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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

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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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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

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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

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Observation 42bbff28-8522-4faa-9b33-c7441541a62f · outbound

This paper cites Tavenard, J.

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

Reference 44

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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

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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

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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

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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

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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

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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

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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

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source=pdf_text observed=2026-07-13T16:47:34.689117Z digest=sha256:a8e072cdfc41590bb1b58cff8fd47aea761b66df2cf0ab67a685ebfed94a7ccb

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

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