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Paper Citation Record · LEDGER

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data

As of 22 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2507.13403.

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

pith.paper-citation-record.v1
2507.13403 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:46:20.407708Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

72 of 72 outbound references displayed

  • verified exact0
  • verified fuzzy67
  • unresolved3
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5759b06c-fd9a-4e14-baf6-3b219f5d4b43 · outbound

This paper cites IEEE vehicular technology magazine 12(4), 69–76 (2017).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data IEEE vehicular technology magazine 12(4), 69–76 (2017)

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:33.935204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:15.060913Z digest=sha256:200e0f9ce2d79da7ae7edee512ebd6fdc719a419dd42dd5925e243480c57b17d

Observation b40538c3-8818-420a-8d25-b6f36cbc6d07 · outbound

This paper cites In: Computer Vision–ACCV 2016 Workshops: ACCV 2016 International Workshops, Taipei, Taiwan, November 20-24, 2016, Revised Selected Papers, Part III 13, pp.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data In: Computer Vision–ACCV 2016 Workshops: ACCV 2016 International Workshops, Taipei, Taiwan, November 20-24, 2016, Revised Selected Papers, Part III 13, pp

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:33.800973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:15.145738Z digest=sha256:7962d0104a03b2dd7e655ac39e7efd00063547b6baf298a13894ad0c9ce671dc

Observation a0ac4d61-3df2-427a-b1c5-d538855ba9ab · outbound

This paper cites In: 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data In: 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:33.643378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:15.231674Z digest=sha256:3c1ac7cd8a9634dfb4e949a83ab055592760c0425f955bce1a42c7e4812a49d7

Observation b6ce0604-2a50-42e8-b65d-692fa80d9dc4 · outbound

This paper cites In: 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data In: 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:33.462760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:15.316434Z digest=sha256:c022cd1aa0116bd7bbe42365e32cac42f46a11dc929ea2d4da12f9398bb1d278

Observation 6913679a-6a27-438e-8c34-34d2a52c824d · outbound

This paper cites In: 2016 IEEE Winter Conference on Applications of Computer Vision (WACV), pp.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data In: 2016 IEEE Winter Conference on Applications of Computer Vision (WACV), pp

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:33.277618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:15.371591Z digest=sha256:5127e23e22a394c5871db7b1e874670aaf912339e9346fba6a7d375e68cf5080

Observation ac738e01-6c87-48d3-8272-5eb6b8e678ad · outbound

This paper cites Journal of neural engineering 14(2), 026017 (2017).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Journal of neural engineering 14(2), 026017 (2017)

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:33.119226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:15.455864Z digest=sha256:a9c85bbd3bfdb7c4dd289a3ff2c5668b6960f119016579448771748bfb5c13b7

Observation 84191780-1605-448e-bf27-d9e9a2aafbea · outbound

This paper cites Biomedical Signal Processing and Control 70, 103023 (2021).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Biomedical Signal Processing and Control 70, 103023 (2021)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:32.902376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:15.537244Z digest=sha256:bf08f3ec621f4b20580bf173e7925a5995d02d96114d500187fb2d922ad7d616

Observation 04deadbd-86ab-4dea-9840-d7913e94c840 · outbound

This paper cites : Automotive: a case study on automatic multimodal drowsiness detection for smart vehicles.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data : Automotive: a case study on automatic multimodal drowsiness detection for smart vehicles

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:32.762421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:15.649349Z digest=sha256:83b88a7c45ea08dbe879fe81566340926b3ffb5703a50b750ec2742184ef00ed

Observation 0b0a08b3-26f6-4ef1-8371-5ec00e900bb4 · outbound

This paper cites an unresolved cited work.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T16:46:32.578320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:15.713458Z digest=sha256:aed85d72997b25c2a8460181cf25576fa7daa2bf6631d3942b370dc157d83b59

Observation 35b34b0f-3307-43d9-b10c-2022598575b6 · outbound

This paper cites In: Proceedings of the Ieee/cvf 23 Conference on Computer Vision and Pattern Recognition Workshops, pp.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data In: Proceedings of the Ieee/cvf 23 Conference on Computer Vision and Pattern Recognition Workshops, pp

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:32.410029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:15.788053Z digest=sha256:e5fd692b5683aec088082249f8b60dc00c1368c6ed8c7ad220c6354e0fb8ec51

Observation 1b137bb3-977a-498b-aa48-533bdc17f48c · outbound

This paper cites In: Proceedings of the 5th ACM Multimedia Systems Conference, pp.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data In: Proceedings of the 5th ACM Multimedia Systems Conference, pp

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:32.257717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:15.850404Z digest=sha256:4628b3fb70fff011060840a813ae5ce86cdf209178bc214fb7cb670f3bf15b09

Observation 0adf0833-4067-4f11-bf10-a71a92230f48 · outbound

This paper cites IEEE transactions on intelligent transportation systems 21(1), 346– 361 (2019).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data IEEE transactions on intelligent transportation systems 21(1), 346– 361 (2019)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:32.074433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:15.920253Z digest=sha256:335974086aee09a3fb3056d4ee603750d05d5fd56b7c5a6f8d5531cdfb5f75c3

Observation cf70f735-52e4-4e59-a400-ef5453d5b49e · outbound

This paper cites In: Conference of Open Innovations Association (FRUCT), vol.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data In: Conference of Open Innovations Association (FRUCT), vol

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:31.868736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:16.002443Z digest=sha256:f7bb53fd75aac7084f6e3980c4237d772338e7123410abc5d94501f7543aceef

Observation def54b41-b820-4f9a-905f-ec55acf20dd6 · outbound

This paper cites Signal Processing: Image Communication 88, 115960 (2020).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Signal Processing: Image Communication 88, 115960 (2020)

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:31.644091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:16.061690Z digest=sha256:1e88f63a3fa0c03d18ea41cc765324919ff057c2962b9aa0e2a10b84711cd02a

Observation 1e0a951f-a71d-42eb-ac73-e0b6bb81464e · outbound

This paper cites In: Advances in Visual Computing: 13th International Symposium, ISVC 2018, Las Vegas, NV, USA, November 19–21, 2018, Proceedings 13, pp.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data In: Advances in Visual Computing: 13th International Symposium, ISVC 2018, Las Vegas, NV, USA, November 19–21, 2018, Proceedings 13, pp

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:31.472397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:16.128773Z digest=sha256:5d09cdc0c8678f3eeb47d1740841d3d8d78b39c211b3b330e8a1f1a392430e47

Observation 06715715-a2e1-401f-8c7f-be90adecea8e · outbound

This paper cites In: 2023 International Seminar on Intelligent Technology and Its Applications (ISITIA), pp.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data In: 2023 International Seminar on Intelligent Technology and Its Applications (ISITIA), pp

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:31.287372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:16.185849Z digest=sha256:3339a8b27d3f3ccee2fdd3742656e7b5dca4392ba196e2f493ae4ba4a9ede261

Observation 825a1b0d-e745-4f6a-8a08-5c895448e460 · outbound

This paper cites In: 2019 IEEE Intelligent Vehicles Symposium (IV), pp.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data In: 2019 IEEE Intelligent Vehicles Symposium (IV), pp

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:31.087250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:16.271523Z digest=sha256:2455c3bfe626f1320b8ac7a2e04b72e4b0ecadc4ba1d30a988aed01e25144f22

Observation 4cf93414-5ade-4b80-89af-893efe9c243a · outbound

This paper cites In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:30.939806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:16.321641Z digest=sha256:6e25991f97825945c658960f3502baf6d18513bc2969cd2301022eca4239edf8

Observation d1fd5e66-8a81-4e06-9e17-8e4a7d6fb5ee · outbound

This paper cites In: 2018 Interna- tional Conference on Information and Communication Technology Convergence (ICTC), pp.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data In: 2018 Interna- tional Conference on Information and Communication Technology Convergence (ICTC), pp

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:30.793698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:16.406594Z digest=sha256:5bfd43f80c9fdca5a91e3284a1ddd936df7d6ccdd16d4eb69b661fc0c232fe45

Observation 9f5bb384-af0e-4901-876e-07c7b981fa1a · outbound

This paper cites In: 2010 IEEE Intelligent Vehicles Symposium, pp.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data In: 2010 IEEE Intelligent Vehicles Symposium, pp

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:30.608969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:16.491360Z digest=sha256:72820fa57d36312107b37ae087f07e6135a69f7e41547ddc7e332938f6d4c21a

Observation 38480ddf-233c-4f5b-85fb-b6d9467220f7 · outbound

This paper cites Drowsiness Detection Based On Driver Temporal Behavior Using a New Developed Dataset.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Drowsiness Detection Based On Driver Temporal Behavior Using a New Developed Dataset

Reference 21

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T16:46:20.942781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:16.607672Z digest=sha256:42dccc5f150abc2765e4dd3a81e584c23406593c4b2959fdff9df9b79c113ba5

Observation ee7a8889-1916-4e67-bff4-3fed2a8b2709 · outbound

This paper cites IEEE Transactions on Intelligent Transportation Systems (2024).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data IEEE Transactions on Intelligent Transportation Systems (2024)

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:30.409585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:16.697851Z digest=sha256:0af34abf198174ebf73c9b7370b2a65b8459fe9fa96f94406d1d840c4a8118ad

Observation e67ba129-72ae-4feb-a2a9-163706f1d3e9 · outbound

This paper cites In: Computer Vision–ECCV 2020 Workshops: Glasgow, UK, August 23–28, 2020, Proceedings, Part IV 16, pp.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data In: Computer Vision–ECCV 2020 Workshops: Glasgow, UK, August 23–28, 2020, Proceedings, Part IV 16, pp

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:30.232501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:16.773912Z digest=sha256:c818540905a196bc793ff65bb87571fda22756f83bf1015780f86a28e644ad88

Observation 0e87ac90-e943-44d5-8506-078dd878515b · outbound

This paper cites In: Proceedings of the 2021 International Conference on Multimodal Interaction, pp.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data In: Proceedings of the 2021 International Conference on Multimodal Interaction, pp

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:30.092748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:16.915417Z digest=sha256:e347d398bf80382c5cc4702d798eb6155d4ceac37d29d62f4d5f6770e5119d17

Observation 357b1227-b8aa-4d16-83ef-c28f67698cf1 · outbound

This paper cites IEEE Sensors Journal 23(3), 2592–2604 (2022).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data IEEE Sensors Journal 23(3), 2592–2604 (2022)

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:29.922927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:17.032873Z digest=sha256:529e780c2cd7e35b0ad2cd8fe44f4d110e5817c6deff2677fdb283c2fbee825c

Observation ab72b223-8749-4c27-ba8c-49ad5e594015 · outbound

This paper cites Biomedical Signal Processing and Control 84, 104744 (2023).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Biomedical Signal Processing and Control 84, 104744 (2023)

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:29.782094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:17.100483Z digest=sha256:7c83ec36407e024831f6bfe8dc91e0337cfdd28f918c4b03f58f1d6b9a7f4ee0

Observation 91255ced-3d64-4282-b441-eea9f741042b · outbound

This paper cites In: International Conference on Pervasive Computing Technologies for Healthcare, pp.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data In: International Conference on Pervasive Computing Technologies for Healthcare, pp

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:29.579183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:17.230773Z digest=sha256:98bc719b00c9061c9a18791dc16ac8d76fdaa67be428b229feb8b7bde562cede

Observation 9db1abb3-1553-4c1f-8c21-d7c8e7d30c00 · outbound

This paper cites IEEE Transactions on Affective Computing 14(2), 1334–1350 (2021).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data IEEE Transactions on Affective Computing 14(2), 1334–1350 (2021)

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:29.407923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:17.298441Z digest=sha256:65c82d4dd0bc7f36a7367cc6c51fbb36e9fbcc16ac13cc74aaef18af8f1d8207

Observation 1000bc57-2a69-4fcf-8f82-0a85b371aa72 · outbound

This paper cites Scientific data 11(1), 378 (2024).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Scientific data 11(1), 378 (2024)

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:29.200555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:17.397421Z digest=sha256:778cde277f5d366293584adfb767242de26a64886e252bfcc638d65a47f40cbf

Observation 865474d3-0458-41b5-846e-523a96a6691f · outbound

This paper cites Frontiers in psychology 11, 920 (2020).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Frontiers in psychology 11, 920 (2020)

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:29.027908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:17.496402Z digest=sha256:8f297cbdcd11b157b1c4bcc54ae4f1354e14030fc8afa0fa464faa65edd159ca

Observation 38852e95-23cf-4907-b9bc-aae63844f458 · outbound

This paper cites Medical & biological engineering & computing 54, 927–937 (2016).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Medical & biological engineering & computing 54, 927–937 (2016)

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:28.834261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:17.549422Z digest=sha256:0c63ea4626b2515da62a9e5047b5b26a5d661cdafd05c163a49518ef06810492

Observation fca7e308-3cae-459a-b056-7ae00e08f534 · outbound

This paper cites Physiology & behavior 90(2-3), 25 257–266 (2007).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Physiology & behavior 90(2-3), 25 257–266 (2007)

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:28.677887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:17.613720Z digest=sha256:d7f3b121e6020d7b09646011dc6937211472265dee205c3d1dea74a3510e35e9

Observation 7febf512-b136-4124-b8fd-5ef34b252008 · outbound

This paper cites Sensors 22(19), 7639 (2022).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Sensors 22(19), 7639 (2022)

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:28.488730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:17.713823Z digest=sha256:89b857af172b3a09a4f1fd54c27ed068a3b2e0fce43bc32b5cbdab3e4b1eb3db

Observation 9b808115-a27b-48c4-9539-6df279a1550d · outbound

This paper cites IEEE sensors Journal 18(8), 3055–3067 (2018).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data IEEE sensors Journal 18(8), 3055–3067 (2018)

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:28.332881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:17.812203Z digest=sha256:a15f26ef979ea176b6d9a4211f3170ce0992dfce516ff5fb2142310f139e5089

Observation 19b039c4-478d-4913-8fb5-aa8251a6cf04 · outbound

This paper cites IEEE Transactions on Intelligent Transportation Systems 25(6), 5510–5524 (2023).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data IEEE Transactions on Intelligent Transportation Systems 25(6), 5510–5524 (2023)

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:28.123448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:17.881308Z digest=sha256:3b9ba74b0325e89b2886e8e5c0de6a3afbb2e7c75d9c225f7c614b962e5bf2f5

Observation 68426af5-e2ab-4089-b601-b7d76ff11aee · outbound

This paper cites IEEE communications surveys & tutorials 15(3), 1192–1209 (2012).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data IEEE communications surveys & tutorials 15(3), 1192–1209 (2012)

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:27.942609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:17.927819Z digest=sha256:bba8ef6dfd721c6f36005b22599dac2ff9dc66662142228025d28a0fba51b64e

Observation f0be55b7-e36e-4ad0-9da6-a171244de6f3 · outbound

This paper cites Cognitive neurodynamics 17(5), 1229–1259 (2023).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Cognitive neurodynamics 17(5), 1229–1259 (2023)

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:27.795869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:17.981360Z digest=sha256:bae512fff593d98f5f4eebe908bf2b7fee3cefc6a7f0266207b1674867a9973e

Observation 99710520-a3ee-4e99-aca8-0842fd3d6b91 · outbound

This paper cites Traffic injury prevention 19(sup1), 112–119 (2018).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Traffic injury prevention 19(sup1), 112–119 (2018)

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:27.624013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:18.080557Z digest=sha256:7d58f43c5cdac7a8e1092779ccc58aa101be2ac6043e05b32e74e8ccdfa5f69c

Observation 29ee9b6a-79ed-47fe-be8a-e53b70324094 · outbound

This paper cites In: 2014 IEEE International Sym- posium on Medical Measurements and Applications (MeMeA), pp.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data In: 2014 IEEE International Sym- posium on Medical Measurements and Applications (MeMeA), pp

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:27.423325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:18.144172Z digest=sha256:310c2a45a9dabdc4dbb00f07d12de16d96d80639b5fd45ea07240d61b97f6d77

Observation 1b2f51c0-bc58-4abd-ba0c-8653f57811fb · outbound

This paper cites Journal of applied physiology 99(5), 2036– 2044 (2005).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Journal of applied physiology 99(5), 2036– 2044 (2005)

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:27.282960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:18.216341Z digest=sha256:aeaa610ebf2d276eca2257b96bb1c103e4202e52109a1c61205c9358ebae4c23

Observation 09a2eaef-2fcb-47af-ab3c-4b5e8cb95612 · outbound

This paper cites IEEE transactions on intelligent transportation systems 12(2), 596–614 (2010).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data IEEE transactions on intelligent transportation systems 12(2), 596–614 (2010)

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:27.096409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:18.279741Z digest=sha256:68b33d9275ad84dcd0942fb7dfcc77ca6aaa7f4cf3e8f06f10e412058d66c288

Observation 4c0a0e53-cf3d-4920-b421-cf2e829af17e · outbound

This paper cites MediaPipe: A Framework for Building Perception Pipelines.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data MediaPipe: A Framework for Building Perception Pipelines

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T16:46:18.345098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:46:18.345098Z digest=sha256:3f958cae953d1006b17821486f1907064e19e7e970759330e5e95810840897f8

Observation f16f56a9-f47a-45f9-8759-c5cdd11f23e6 · outbound

This paper cites IEEE Access (2024) 26.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data IEEE Access (2024) 26

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:26.928440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:18.440682Z digest=sha256:edb9f05dd7b752045f976012dda66dcd77ee835b5445c0cf6d3095087caac9bd

Observation d82235ee-35df-41d0-945b-2eaab4b9fdf7 · outbound

This paper cites International Journal of Contents 12(1), 44–48 (2016).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data International Journal of Contents 12(1), 44–48 (2016)

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:26.750509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:18.514483Z digest=sha256:7ce92b8b679d730deea31189868085375c390c3827d7506eb05778802d6a8715

Observation 178f5731-5073-437e-99f7-c5ff37b492f4 · outbound

This paper cites Sleep 24(6), 695–698 (2001).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Sleep 24(6), 695–698 (2001)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:26.609555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:18.574070Z digest=sha256:502b82e2e2e0573571ee63555bbebad8cb624613a790859e09d90f8c88c384a9

Observation 0655a0ea-7e83-4063-96a4-ee91a232f3b4 · outbound

This paper cites International journal of neuroscience 52(1-2), 29–37 (1990).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data International journal of neuroscience 52(1-2), 29–37 (1990)

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:26.471834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:18.653448Z digest=sha256:f9e1cfbbcd8996d7f54df7eb83524f53c2560e79e673f0325acf4c67ea4de712

Observation 5189835f-44a3-4880-9ccf-5dac7eca006d · outbound

This paper cites International journal of medical education 2, 53 (2011).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data International journal of medical education 2, 53 (2011)

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:26.323142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:18.721259Z digest=sha256:db5f9c2dbbc038a9aa16af2ae1a0c958fd820943a72d63f76f1fda60de42bfc0

Observation eda1ecf4-5eb2-4d9a-af0a-1fc68328b14a · outbound

This paper cites The Journal of Machine Learning Research 10, 1755–1758 (2009).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data The Journal of Machine Learning Research 10, 1755–1758 (2009)

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T16:46:18.773698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:46:18.773698Z digest=sha256:46f9ef98f3c2aca01945edf16ba03669c01ea68c171b0830de736b35282519d7

Observation 90e95ffd-b737-44be-bff0-ecb9a49d9388 · outbound

This paper cites Neuroscience Research 203, 1–7 (2024).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Neuroscience Research 203, 1–7 (2024)

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:26.183633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:18.839156Z digest=sha256:c8bd02dc02a3471d26b74051fe0f0a3910e0cdeeefaa737c5587ee3b9b03519d

Observation f8276fbf-308b-4d37-a4da-7448860021bb · outbound

This paper cites Measuring Behavior 2020-21 Volume 1, 26–32 (2020).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Measuring Behavior 2020-21 Volume 1, 26–32 (2020)

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:26.055511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:18.903087Z digest=sha256:733a972ebeb8c99bfa1a7cdab620151c8b94b691633d46ece0b48572ceb8dfce

Observation ac0c8f88-ce73-45fb-a05d-0d4a1883275d · outbound

This paper cites Biological psychology 84(3), 394–421 (2010).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Biological psychology 84(3), 394–421 (2010)

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:25.929587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:18.970121Z digest=sha256:1674db9d99422a4ef504db52d22ef1e9ad8a2109dc788350f1706d21c483361a

Observation 5dcaf2d3-6b20-47b6-a924-42833c45b514 · outbound

This paper cites Ergonomics 61(9), 1259–1272 (2018).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Ergonomics 61(9), 1259–1272 (2018)

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:25.790893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:19.037584Z digest=sha256:0466af9f5670e46c4e5109683df60ed83f099e1a78d9b69fa7d8cf7e1eccd0c1

Observation 3f50bcfd-b52e-4eb1-86a8-4d0be3571a99 · outbound

This paper cites In: 2024 IEEE 3rd Inter- national Conference on Computing and Machine Intelligence (ICMI), pp.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data In: 2024 IEEE 3rd Inter- national Conference on Computing and Machine Intelligence (ICMI), pp

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:25.633225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:19.108197Z digest=sha256:ecc59f9315c007e9908f3f5da10e3c4b4b322994dc0f83116777a9653e11af36

Observation 9ac0426a-dba5-4cf6-ad99-32fb1a86ee02 · outbound

This paper cites Multimodal Stress Detection Using Facial Landmarks and Biometric Signals.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Multimodal Stress Detection Using Facial Landmarks and Biometric Signals

Reference 54

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T16:46:20.753334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:19.193674Z digest=sha256:bd4d434dc5054b07e2aed454d853d238690a91c09bd8de051096497f89d0012e

Observation 85362f72-4423-4daa-8561-937647b1cf91 · outbound

This paper cites Master’s thesis, University of Louisiana at Lafayette (2024).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Master’s thesis, University of Louisiana at Lafayette (2024)

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:25.515181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:19.256279Z digest=sha256:7cb9f2fc43043c952adcecdd0c8a541cedb76c8ca9168c36649b5b6a055f5106

Observation a7a6dddc-e0fa-4721-8419-4052b9445ede · outbound

This paper cites IEEE Transactions on Pattern Analysis & Machine Intelligence 43(01), 172–186 (2021).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data IEEE Transactions on Pattern Analysis & Machine Intelligence 43(01), 172–186 (2021)

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:25.377372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:19.327536Z digest=sha256:2e543e1e620008d60d4f5d78fa398fa739dd8423d36945745afa3e94aa0d088c

Observation 2fa59af8-3b8a-467c-92b0-7b01c772e61e · outbound

This paper cites Sensors 23(3), 1292 (2023).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Sensors 23(3), 1292 (2023)

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:25.209927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:19.392625Z digest=sha256:ac932670f55366ba2c5497ce52f99e546e9488369777877804cd1e0bd4e7703e

Observation cfed37e0-e34f-41b5-8cfc-3ee5088e0a47 · outbound

This paper cites IEEE Access 11, 26070–26085 (2023).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data IEEE Access 11, 26070–26085 (2023)

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:25.014703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:19.459471Z digest=sha256:35bedf62425eb302eda3d50313106803f5c03bff21d050077fedd31382e6021b

Observation 89563884-e7b7-4147-a677-ae11a855c180 · outbound

This paper cites PhD thesis, University of Guelph (2024).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data PhD thesis, University of Guelph (2024)

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:24.881239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:19.540865Z digest=sha256:7acc5d91a34f4bce9b82766b55758fb5a2c2b0da710fd12c2756bbc29bbb5204

Observation 17f4baec-fc39-4975-8940-f5c43b431bd1 · outbound

This paper cites In: Chinese Conference on Pattern Recognition and Computer Vision (PRCV), pp.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data In: Chinese Conference on Pattern Recognition and Computer Vision (PRCV), pp

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:24.612049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:19.593223Z digest=sha256:a43c9d8f29a75b72ae7055e661b281083500d2122646f9cdd3e04e5a38add29b

Observation 86673c1d-d4c5-40a9-9d20-e59d52e0170a · outbound

This paper cites IET image processing 15(5), 1189–1202 (2021).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data IET image processing 15(5), 1189–1202 (2021)

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:24.399673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:19.658533Z digest=sha256:15ff776c9f80936dc1dd89dfae5bec4497138202038932fba9d05aa031c9b65c

Observation 94581013-fc4d-4287-b10c-5371eed5d49b · outbound

This paper cites Image and vision computing 135, 104709 (2023).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Image and vision computing 135, 104709 (2023)

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:24.063380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:19.725882Z digest=sha256:01956776e914571a842ec3acee74c2a56e589d9270368c6100341df2043b051a

Observation 06daa645-7c3f-41d5-a6f8-a8f750de313c · outbound

This paper cites Statistics and computing 2, 117–119 (1992).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Statistics and computing 2, 117–119 (1992)

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:23.800961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:19.791016Z digest=sha256:26892029e0a466506d08977237030e03f2d7208dfa59b3a6ae1017bc1b85c752

Observation 5ee7e2da-b4a1-4fbe-8472-dc42d552473b · outbound

This paper cites The corsini encyclopedia of psychology, 1–1 (2010).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data The corsini encyclopedia of psychology, 1–1 (2010)

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:23.610547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:19.870498Z digest=sha256:eff61aaec1fbeacb9f0185dd2bfddf4918c2ab908fee5e1810455312cdd89908

Observation 7def4219-bcef-4127-9261-d42794fd79a3 · outbound

This paper cites Springer, ??? (2006).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Springer, ??? (2006)

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:23.389923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:19.941478Z digest=sha256:8a3057826dc170d1da91fd5b1b5756e8b950fc33b6d550ccbe813e21c17da3b2

Observation d4a17bd7-4bdb-47e1-9065-d88a012b0a20 · outbound

This paper cites Neuropsychopharmacology 25(1), 92–96 (2001).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Neuropsychopharmacology 25(1), 92–96 (2001)

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:23.004837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:20.013181Z digest=sha256:bc1c3064cd5e93d89f816dce2dda2cf40b6c8061d92e19a6144915081b18435d

Observation 854c4418-0cb6-4a5d-93cd-cb9d33d0c16f · outbound

This paper cites Journal of Clinical Sleep Medicine 19(7), 1281–1292 (2023).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Journal of Clinical Sleep Medicine 19(7), 1281–1292 (2023)

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:22.708689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:20.074866Z digest=sha256:c9c04d0b69773d768052505ac8671e98ce9bc378a2990bbef3a9da665b6e1591

Observation eb7a8a62-35e5-42e0-98c1-80e7e9e9c92a · outbound

This paper cites Handbook of clinical neurology 156, 341–351 (2018).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Handbook of clinical neurology 156, 341–351 (2018)

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:22.347134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:20.155842Z digest=sha256:fec8a47f802f84a37205ea4ee9763815f3cb7cf2964d9eafc947e117dbbf427b

Observation 2e7c9972-565e-4a4a-af79-ea96f1eb1315 · outbound

This paper cites Scientific Data 11(1), 847 (2024).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Scientific Data 11(1), 847 (2024)

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:22.016276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:20.212605Z digest=sha256:c0efa1c55dfb528d122d8e5a29587da56ed70e2098444ccaba40fe49a3b4596e

Observation 5612856a-5ce3-4675-85c2-abf2caeed091 · outbound

This paper cites In: 2009 Sixth International Workshop on Wearable and Implantable Body Sensor Networks, pp.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data In: 2009 Sixth International Workshop on Wearable and Implantable Body Sensor Networks, pp

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:21.705451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:20.249457Z digest=sha256:eb246f8d9cc41e864fba85420b768f04ee2a8027b819d218362397454954e2fd

Observation c34f13ae-2445-4928-ba19-c13cbdd38b46 · outbound

This paper cites Sensors 20(2), 479 (2020).

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Sensors 20(2), 479 (2020)

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:21.389577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:20.300147Z digest=sha256:24976cf24b77a51dbe60a701906bf5bab1f59813560f4a8f88b2aec743220332

Observation 131ef663-c3cc-4876-b7ee-27a64241b847 · outbound

This paper cites Journal of Biomechanics 119, 110323 (2021) 29.

UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data Journal of Biomechanics 119, 110323 (2021) 29

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:46:21.181389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T16:46:20.407708Z digest=sha256:9607e42b7d3e4e4c70bc2e44d0bcc36efe4d3bd48cc45e81361a0b43568bebe0

Pith citing papers

No inbound Pith citation observations are available.