Paper Citation Record · LEDGER

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification

As of 20 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2412.13232.

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

pith.paper-citation-record.v1
2412.13232 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:40:07.053808Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

45 of 45 outbound references displayed

verified exact1
verified fuzzy6
unresolved38
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f3ac9380-102c-455f-a65c-934aca181b19 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:06.747569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54fd8564-4939-488b-a0a3-23989d67161e · outbound

This paper cites write newline.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:06.754239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e67e04e-9280-4157-8e67-495b357e9dac · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:07.948753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1ed748bb-d03f-4938-9599-4b6bc51ed5b8 · outbound

This paper cites The UEA multivariate time series classification archive, 2018.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification The UEA multivariate time series classification archive, 2018

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:06.768242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b96f9257-14a1-4ae7-973f-d47d0de37006 · outbound

This paper cites M.; Grattarola, D.; Livi, L.; and Alippi, C.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification M.; Grattarola, D.; Livi, L.; and Alippi, C

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:40:07.933548Z

Source-reported events for the cited work

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Observation 53f8f97e-a9ff-437c-99ac-fd5b2b4ee1e9 · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:06.778688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc6e3f75-9455-4c74-8bb0-8b61941a19c9 · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:07.913706Z

Source-reported events for the cited work

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Observation 35ad4f2a-a7e3-400c-8ef5-0f81eb931ffe · outbound

This paper cites A.; Bagnall, A.; Kamgar, K.; Yeh, C.-C.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification A.; Bagnall, A.; Kamgar, K.; Yeh, C.-C

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:40:07.895698Z

Source-reported events for the cited work

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Observation 3ad783f5-d0f4-4c1b-bd28-3ed82afa07fb · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:06.801173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95c6e3a1-15e5-4dd0-b6f4-4f2203570d77 · outbound

This paper cites SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:06.808678Z

Source-reported events for the cited work

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Observation 0c5d2b55-0c53-41a8-9125-9a518fd73e32 · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:07.881124Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e0bd7768-2cdd-4aaf-a4d4-d1abe3aaf2a2 · outbound

This paper cites Time-Series Representation Learning via Temporal and Contextual Contrasting.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Time-Series Representation Learning via Temporal and Contextual Contrasting

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:06.818502Z

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Observation 8f3fe409-75c8-4c4a-a895-40239f595666 · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:07.867209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7b7801bd-b19a-47ea-9141-533c6f7523ff · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:07.854346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d5dcea11-726a-4dd7-a413-15aeb58d700f · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:07.838212Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bdb1ca98-03bc-462f-a6cc-8f9fc8889fd2 · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:07.820652Z

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Observation cd8affa8-52c3-4ac3-a48f-068a4ff30a37 · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:06.844801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cb0b594-22d9-45d4-95cd-c6495d3e60b6 · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:07.798319Z

Source-reported events for the cited work

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Observation 3fc70253-42fa-4388-80f0-c24b50b4777a · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:07.784318Z

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Observation eb8e43fe-868b-497e-951b-60691c0f44b5 · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:07.771683Z

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Observation cc481dc8-b7b3-4b19-992f-b8c821abe039 · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:07.758443Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 961cbc55-1ae6-487e-8cee-efc0d8d838a6 · outbound

This paper cites A Shapelet-based Framework for Unsupervised Multivariate Time Series Representation Learning.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification A Shapelet-based Framework for Unsupervised Multivariate Time Series Representation Learning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:06.878675Z

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Observation 29a868bf-5f42-4b30-a105-355258cbafc2 · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:07.744456Z

Source-reported events for the cited work

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Observation 779798d3-ea42-45e3-bb24-4c1de670aa06 · outbound

This paper cites A Time Series is Worth 64 Words: Long-term Forecasting with Transformers.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification A Time Series is Worth 64 Words: Long-term Forecasting with Transformers

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:06.894644Z

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Unavailable: canonical work link unavailable.

Observation c33f402d-acbd-4904-81f6-599f5af0fb5d · outbound

This paper cites H.; Sinthong, P.; and Kalagnanam, J.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification H.; Sinthong, P.; and Kalagnanam, J

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:40:07.721391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fda4214b-c8f2-465e-9cd7-ce1b29d7e307 · outbound

This paper cites Contrastive Learning for Unsupervised Domain Adaptation of Time Series.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Contrastive Learning for Unsupervised Domain Adaptation of Time Series

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:06.906856Z

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Unavailable: canonical work link unavailable.

Observation a99f4e93-7a4a-499b-8b0f-0618a36d1fc0 · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:07.698265Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4c81494a-5cc8-478f-b629-dfb2df817dfc · outbound

This paper cites Z.; DeVito, Z.; Raison, M.; Tejani, A.; Chilamkurthy, S.; Steiner, B.; Fang, L.; Bai, J.; and Chintala, S.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Z.; DeVito, Z.; Raison, M.; Tejani, A.; Chilamkurthy, S.; Steiner, B.; Fang, L.; Bai, J.; and Chintala, S

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:06.922858Z

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Unavailable: canonical work link unavailable.

Observation ef85c17d-ad37-442e-8d6d-f3aec09e1b43 · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:07.674300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3c45df2b-be01-4a7a-9980-be045d39ea88 · outbound

This paper cites A.; Bengio, Y.; and Courville, A.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification A.; Bengio, Y.; and Courville, A

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:40:07.658986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation de5aa39a-1b5e-4a39-90a2-7bedf6e7e466 · outbound

This paper cites Unsupervised Representation Learning for Time Series with Temporal Neighborhood Coding.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unsupervised Representation Learning for Time Series with Temporal Neighborhood Coding

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:06.940376Z

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Unavailable: canonical work link unavailable.

Observation 7d420a04-289d-45e0-856e-e54e6e9b7dee · outbound

This paper cites Deep Complex Networks.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Deep Complex Networks

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:06.957820Z

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Observation c172d4dd-5ad4-44da-8559-49156e4ae1aa · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:06.968213Z

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Observation e7797b09-0fbf-4f08-8053-a8d86ec0fd3d · outbound

This paper cites N.; Kaiser, .; and Polosukhin, I.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification N.; Kaiser, .; and Polosukhin, I

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:06.974002Z

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Unavailable: canonical work link unavailable.

Observation 9f71bcd6-91fe-4c3c-a95f-29e263dc600a · outbound

This paper cites Graph-Aware Contrasting for Multivariate Time-Series Classification.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Graph-Aware Contrasting for Multivariate Time-Series Classification

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-08-11T13:40:07.126171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7daa5204-9e71-4f83-ae90-c8cd0a60e65d · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 36

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ef90a676-24ee-4893-8f7f-84098d2c0d12 · outbound

This paper cites J.; Zhang, Y.; and Xiao, Y.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification J.; Zhang, Y.; and Xiao, Y

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:40:07.597729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation aad482ce-05e9-4313-b1d3-4706b1b3cfb8 · outbound

This paper cites J.; and Zhou, H.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification J.; and Zhou, H

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:40:07.577124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cbc8e492-60c4-4641-b9f3-1d6f91a79c72 · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:07.563017Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4e2e810f-c57b-4a7c-8375-b47c415f510d · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:07.549127Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a7abac9a-72d6-4d13-94a9-ec3742b6e8b0 · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 41

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Unavailable: canonical work link unavailable.

Observation fc7ec233-767c-49ab-80b6-7714649aa5ae · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:07.520002Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d60f3d06-3e38-4ed3-b622-33c96ade5a67 · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 43

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Unavailable: canonical work link unavailable.

Observation fd4c73f4-cf49-45c8-a4c6-317402e9bbfa · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T13:40:07.047213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cd00098-e3d8-4aef-a16e-8291b63ca278 · outbound

This paper cites an unresolved cited work.

Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T13:40:07.476261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.