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Paper Citation Record · LEDGER

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition

As of 7 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2505.20894.

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

pith.paper-citation-record.v1
2505.20894 v2

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:50:08.760756Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

27 of 27 outbound references displayed

  • verified exact2
  • verified fuzzy0
  • unresolved18
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 51ddb39b-0260-4c5a-83ef-b7b614900412 · outbound

This paper cites Ranasinghe.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Ranasinghe

Reference 1

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unresolved
no resolver link, observed 2026-08-07T13:50:04.695604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:50:04.695604Z digest=sha256:8c5d205def7cec1791ab8c95c143b616e62c236cebf043abb105f8f3480bb873

Observation 95ee4f7b-d7f2-4430-b7f0-ef5f39bde46b · outbound

This paper cites Bengio, P.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Bengio, P

Reference 2

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unresolved
no resolver link, observed 2026-08-07T13:50:04.783758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:50:04.783758Z digest=sha256:2a8c0f9a7760167f1802cfeeddfd1089bc83f70bec2603ba32f4393fc407540f

Observation 64ef0b96-5b05-42c5-99ea-e20e96d8810d · outbound

This paper cites an unresolved cited work.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Unresolved cited work

Reference 3

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T13:50:11.520540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:50:04.898934Z digest=sha256:4a1775439a0a0538f14d462163e11e6537d746c6e09301b6b71d38c97071c237

Observation e85ec8d1-105d-4c26-b6c3-57c4d7582d57 · outbound

This paper cites an unresolved cited work.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Unresolved cited work

Reference 4

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unresolved
raw_fallback, observed 2026-08-07T13:50:12.297316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:50:05.016163Z digest=sha256:5b0df6c9ace6650853ba72b2204358f36611b3af3f0f38cf86b030c4a87a9e53

Observation 100a2a66-5633-47ee-ac58-5e2dce2d0268 · outbound

This paper cites an unresolved cited work.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Unresolved cited work

Reference 5

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unresolved
no resolver link, observed 2026-08-07T13:50:05.267507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:50:05.267507Z digest=sha256:f05aa85612f9e15fc6f10ca2f1ebfa59964d2da83302e97896667219db3dbd42

Observation 97f8ac9d-50ed-4833-a137-e7d0e56899d7 · outbound

This paper cites an unresolved cited work.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Unresolved cited work

Reference 6

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unresolved
no resolver link, observed 2026-08-07T13:50:05.386603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:50:05.386603Z digest=sha256:0e5be6be12e4b2948b3ed5613e900735dd57b293ad3a59fdccc15d4aa6391854

Observation 9ca6a1bf-1fb1-4334-a5a9-ecdbaaaf1c84 · outbound

This paper cites an unresolved cited work.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Unresolved cited work

Reference 7

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unresolved
no resolver link, observed 2026-08-07T13:50:05.504023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:50:05.504023Z digest=sha256:6e6e9cc4138d5448db4aeb84262c12c25a08f2c4d17a8d2c85f7c9b0ab0647e2

Observation 7e3e5c1e-a3f1-41ff-9487-ef7f9747f296 · outbound

This paper cites an unresolved cited work.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Unresolved cited work

Reference 9

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metadata mismatch
raw_fallback, observed 2026-08-07T13:50:10.902322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:50:05.811484Z digest=sha256:dfddbd98ccc19778df4a3ec70cc17c46067acd454ff5eb51fe34cd35989f1dc7

Observation fb049f3c-9e65-437e-9057-cc97d5efe0f4 · outbound

This paper cites an unresolved cited work.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:50:12.099467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:50:05.981041Z digest=sha256:ddf67ade849b5c69bd8cfb5edafe9f4a4efc438c0edf3cefb5b2c4cab1c27962

Observation 6cf011a6-03fe-43ba-9f82-81276bab82de · outbound

This paper cites Visualizing and Understanding Recurrent Networks.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Visualizing and Understanding Recurrent Networks

Reference 11

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unresolved
no resolver link, observed 2026-08-07T13:50:06.174950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:50:06.174950Z digest=sha256:0573679f95a3df5c56285050934db9248af128f8c41632fe933b32c86975974a

Observation b946d372-94c6-45e4-aded-90d76dc727fb · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 12

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unresolved
no resolver link, observed 2026-08-07T13:50:06.347480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:50:06.347480Z digest=sha256:669b75c61c08f5f407f09b98ec40a61b8e95021fd0fda6abff7b0b1a9b4b8f59

Observation 5539c9b2-f04a-449e-8eb5-b45c7560b4f1 · outbound

This paper cites Murahari and Thomas Plötz.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Murahari and Thomas Plötz

Reference 13

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unresolved
no resolver link, observed 2026-08-07T13:50:06.531034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:50:06.531034Z digest=sha256:d401f3b00785416bb61204bdd528d080e44faf1486c393bafbcae536a45a26c8

Observation 4595a010-b1a3-4f2e-acc5-4f0cc90c6dcd · outbound

This paper cites an unresolved cited work.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Unresolved cited work

Reference 14

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unresolved
no resolver link, observed 2026-08-07T13:50:06.750347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:50:06.750347Z digest=sha256:f72d6c37ef13988612c616ff29d2b0aed2acadee835165e3fdf33a3c6876b280

Observation cf91e801-9f5c-4565-85e6-fb6d2a078602 · outbound

This paper cites an unresolved cited work.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:50:11.858321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:50:06.904423Z digest=sha256:555946f96b680a8ab981f83d6727fba7fa31ca302a4d439e36040feec412cbae

Observation 0b4997ae-f61b-457b-ae91-78b2972f3ad2 · outbound

This paper cites an unresolved cited work.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Unresolved cited work

Reference 16

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T13:50:10.029498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:50:07.092674Z digest=sha256:2a2f6edc48c7e5455d116a1b111d55755cee86b5ff92cb0601eaf513bc27999e

Observation d7ded2eb-2d93-4eea-980d-8397d6c62d49 · outbound

This paper cites Reyes-Ortiz, Luca Oneto, Albert Samà, Xavier Parra, and Davide An- guita.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Reyes-Ortiz, Luca Oneto, Albert Samà, Xavier Parra, and Davide An- guita

Reference 17

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unresolved
no resolver link, observed 2026-08-07T13:50:07.210060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:50:07.210060Z digest=sha256:48a4ab561c3dc13ea0dc8e62a3072866ce2a6f019a5181c0b838832da606413e

Observation 9e68eec4-0765-4977-b7f9-16d01600a8d0 · outbound

This paper cites an unresolved cited work.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:50:11.682712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:50:07.368461Z digest=sha256:c8eaf36c6132ed841cd96f2b54b4635c12a86592de8562b85289d476a68b7473

Observation 4d4d06d2-22c9-468f-93c4-adc6898d7d7f · outbound

This paper cites Scholl, Matthias Wille, and Kristof Van Laerhoven.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Scholl, Matthias Wille, and Kristof Van Laerhoven

Reference 19

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-07T13:50:11.153098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:50:07.684439Z digest=sha256:8b4ee06e9f2f0d9aae2dc4395b87f11a787f5db745e07a2ad9b6cea75607a9c9

Observation b8ba730a-b726-4a8b-bc1b-cd9e693f2c88 · outbound

This paper cites Beyond Isolated Frames: Enhancing Sensor-Based Human Activity Recognition through Intra- and Inter-Frame Attention.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Beyond Isolated Frames: Enhancing Sensor-Based Human Activity Recognition through Intra- and Inter-Frame Attention

Reference 20

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verified exact
local_arxiv, observed 2026-08-07T13:50:09.022017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:50:07.811689Z digest=sha256:a3c0d997f71f66806cbfcec8d12fdc4513a5baa903e701d3455dc608d53ae7db

Observation dfcf8573-d421-4afb-9594-ce27fb660263 · outbound

This paper cites an unresolved cited work.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Unresolved cited work

Reference 21

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unresolved
no resolver link, observed 2026-08-07T13:50:07.945100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:50:07.945100Z digest=sha256:ada73296f8aa4c842c6daf1838649ed2db6061ada93085f767a7cdb871c6d257

Observation 5b42f6d1-201c-43e4-a400-5e156a529f4b · outbound

This paper cites Attention Is All You Need.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Attention Is All You Need

Reference 22

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unresolved
no resolver link, observed 2026-08-07T13:50:08.098578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:50:08.098578Z digest=sha256:86469957392f53555ae75630df3339f59791152c056406d5b1fca144d92da7dc

Observation f6a6c1c7-0024-464a-88b3-4dbc1a932535 · outbound

This paper cites an unresolved cited work.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Unresolved cited work

Reference 23

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malformed identifier
no resolver link, observed 2026-08-07T13:50:08.265609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:50:08.265609Z digest=sha256:7a7b63b5e6d66ba8ddaf5479cc25d0307c6e5a4ed6e32a10c022d638abfb3e65

Observation b662e489-2b05-4b6d-89ca-22a26006a1c9 · outbound

This paper cites an unresolved cited work.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Unresolved cited work

Reference 24

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metadata mismatch
raw_fallback, observed 2026-08-07T13:50:09.416751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:50:08.391463Z digest=sha256:be3413337cb4e51953c0289f3b417e254581d50340b6ef0e6f17f5b530f88192

Observation 01253297-4006-4386-89a7-2982e30e1d5b · outbound

This paper cites an unresolved cited work.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Unresolved cited work

Reference 25

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unresolved
no resolver link, observed 2026-08-07T13:50:08.578748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:50:08.578748Z digest=sha256:6e5e372377e162d6447ebfd4afd0f16f8bc4a932d107335f8a9dc202043b1335

Observation e20c2d0a-1eab-4155-b462-fabd236c84db · outbound

This paper cites an unresolved cited work.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition Unresolved cited work

Reference 26

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unresolved
no resolver link, observed 2026-08-07T13:50:08.760756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:50:08.760756Z digest=sha256:117e07928cb339e9719833f15fcb1d05c3f41617246fc0edab57521d7f5b72f1

Observation 00e759e3-4b67-4309-b76d-8fed542a43fb · outbound

This paper cites InIEEE Seventh International Conference on Networked Sensing Systems.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition InIEEE Seventh International Conference on Networked Sensing Systems

Reference 2010

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metadata mismatch
raw_fallback, observed 2026-08-07T13:50:09.821519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:50:07.500434Z digest=sha256:c5a7db078b17030f2a3f1129253f46ce06e640b417cd4d0fcff6d6fdf11c2c52

Observation 92196a41-9150-47ad-90dd-be6318585fda · outbound

This paper cites InProceedings of the 2021 ACM International Symposium on Wearable Computers.

DeepConvContext: A Multi-Scale Approach to Timeseries Classification in Human Activity Recognition InProceedings of the 2021 ACM International Symposium on Wearable Computers

Reference 2021

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malformed identifier
no resolver link, observed 2026-08-07T13:50:05.156814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:50:05.156814Z digest=sha256:95385ddc9c53c9a478afb2fc3fda7fb60f6831bcd497ec389430ddbc4737d956

Pith citing papers

No inbound Pith citation observations are available.