Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-31T22:11:29.266411Z
Paper Citation Record · LEDGER
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety
As of 9 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 0 inbound Pith citation observations for arXiv:2607.24168.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
69 of 69 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved69
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d06c057d-56bc-4646-b7d4-961a59afffd7 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:20.988604Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 449767e5-fa61-4808-b549-b4486ed90bb5 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:21.064697Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 220a600f-be11-43e3-9d5c-94dc85a89f87 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:21.119842Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f85835a-da87-4251-83af-d934b1dbe24a · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:21.225606Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25555047-d19a-4cbf-9edc-34bd87519600 · outbound
This paper cites Elvik, A.
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:21.287206Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24be95e5-9e69-44fa-87d4-3918e5aa81ca · outbound
This paper cites Tingvall, N.
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:21.412061Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d71961fc-a30a-4fa7-bb1a-fe9ff27df226 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:21.512798Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95340510-caa5-4124-9ed5-f7dca5c364ee · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:21.608620Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ae16cbc-d91b-4d12-a1d9-2e22cf0fddf1 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:21.714281Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 187baaae-44f2-4cf0-af87-099a29995056 · outbound
This paper cites Getis, J.
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:21.814421Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a20a10c9-4c5f-4e6e-a975-f69025eafc31 · outbound
This paper cites Simulating the Unseen: Crash Prediction Must Learn from What Did Not Happen.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Simulating the Unseen: Crash Prediction Must Learn from What Did Not Happen
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:21.906387Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation daf48da7-1f1d-442a-b7b4-1f43c22dbe3d · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:22.011750Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 481d4de9-a41a-4b17-88a4-86a166d04617 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:22.115808Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24a4b3ce-f842-4f9b-9263-43b88011511c · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:22.177579Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37c360c9-1ee2-4822-89ad-bb21d973b1de · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:22.319915Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cc144f0-4514-4f6d-b1ab-b93f2154a639 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:22.479508Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e51a7855-8a43-4a41-8000-ecdcf18d0c5a · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:22.646095Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 837465fd-61fa-4d09-99c4-0bad78625e2f · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:22.788961Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40a3f149-99fe-4052-a5c1-415882ae44b8 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:22.891665Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ada326f9-8e05-4e40-ba9b-fcf8283fa543 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:22.968820Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1aeb4491-7f65-40f7-b861-67d859f1316b · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:23.003975Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbfa174b-8bfe-49df-988d-d0b16bc5f6ce · outbound
This paper cites Weisburd, Place Based Policing, Ideas in American Policing, Police Foundation, Washington, DC, 2008.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Weisburd, Place Based Policing, Ideas in American Policing, Police Foundation, Washington, DC, 2008
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:23.127603Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 501b9cd8-37a1-45f4-8812-2474cdd5c9e0 · outbound
This paper cites Hardy, Data-Driven Policing: How Geographic Analysis Can Reduce Social Harm, Geography and Public Safety 2 (2010) 1–2.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Hardy, Data-Driven Policing: How Geographic Analysis Can Reduce Social Harm, Geography and Public Safety 2 (2010) 1–2
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:23.286612Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 432d11e5-b588-431d-ad01-e813fc30de39 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:23.432822Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2bc3ee6-1c64-4bf3-92d7-693d56068e18 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:23.537871Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ed6d356-d403-49fb-97c0-c0f7a0b767c0 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:23.618931Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8daea17-7839-4237-b7f8-f29f44774363 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:23.738965Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 095032bb-e381-4578-be38-1a423a75ca0d · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:23.890296Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b6f4559-195c-42ac-a2d2-8b551189cf76 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:24.040353Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54c29dc1-dbc8-4e20-a03d-f080c19783f3 · outbound
This paper cites Department of Transportation, 2014.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Department of Transportation, 2014
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:24.145171Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ffc2bdad-7cc5-4208-9dac-68c9683c783e · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:24.312195Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48399fa1-3106-458d-a00f-e899fb6ea761 · outbound
This paper cites Kaygisiz, Ş.
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:24.425019Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d69ed74-b2d2-4f63-817b-502bd02baf8e · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:24.580954Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8875e056-59b6-4072-b801-4c25512ec15b · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:24.768553Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e25aa6da-8e72-48ff-81b7-a4a60eff3598 · outbound
This paper cites wi.gov, 2020.
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:24.937257Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c0fba0b-a89f-4568-ad39-7dc64cd80e41 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:25.125248Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e6a4e465-1d9e-4432-a26f-7c08896d64c2 · outbound
This paper cites Williams, Effect of high-visibility enforcement on motor vehicle crashes,https://nij.ojp.gov/topics/articles/ effect-high-visibility-enforcement-motor-vehicle-crashes, 2020.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Williams, Effect of high-visibility enforcement on motor vehicle crashes,https://nij.ojp.gov/topics/articles/ effect-high-visibility-enforcement-motor-vehicle-crashes, 2020
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:25.270354Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 446f6a66-41e9-4d13-bb7b-6039381905c1 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:25.409236Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f24ac5c4-b7fe-42e6-b7fb-dad4b788e518 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:25.561898Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2eda1a53-94e8-472a-8216-e470569496af · outbound
This paper cites Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:25.689352Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0621b97-9349-4c7d-9533-429ccab41025 · outbound
This paper cites Vaswani, N.
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:25.804412Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94cbc3a4-e782-4f40-b021-5bda38e06553 · outbound
This paper cites Learning Higher-Order Structure from Incomplete Spatiotemporal Data: Multi-Scale Hypergraph Laplacians with Neural Refinement.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Learning Higher-Order Structure from Incomplete Spatiotemporal Data: Multi-Scale Hypergraph Laplacians with Neural Refinement
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:25.940761Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 306c7d0c-2bd1-419e-aa31-db4e6b94ee95 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:25.982477Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e396b721-1ac5-40ca-95b2-01a2e7b854e9 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:26.139953Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0b394c6-d933-4dd6-9b3c-f28a8b8334ef · outbound
This paper cites Hossain, Y.
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:26.292161Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad5f9007-708b-4d90-b4d4-acea62461905 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:26.410054Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5181eaaa-3ed6-482b-b8cd-9f272c31136c · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:26.577777Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49c39f6f-b199-4477-a622-93cc404db0a3 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:26.775438Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02e7a1f6-c86d-4886-8f7d-c588d76bc485 · outbound
This paper cites AI2-Active Safety: AI-enabled Interaction-aware Active Safety Analysis with Vehicle Dynamics.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety AI2-Active Safety: AI-enabled Interaction-aware Active Safety Analysis with Vehicle Dynamics
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:26.948370Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c4f8590-d352-4449-b0db-5d731a768f04 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:27.076248Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 86f82586-b136-426b-aaad-e9b3fe796d50 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:27.180628Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36beefc3-e76a-4313-8262-80af791761a6 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:27.257363Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 594aa339-79e2-45b4-b148-43e4d57250b0 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:27.337588Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1dc9d63a-ea96-4bee-8e00-c84472a12a74 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:27.491565Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34e3a000-b8bd-4dd7-8801-c9ebd2f03c47 · outbound
This paper cites Tamakloe, M.
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:27.647449Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81ce51fd-214e-4b50-b7f3-02ecca731df2 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:27.745318Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d7739d37-7ade-42bf-8e79-3bdb5f04bc93 · outbound
This paper cites Al Hamami, T.
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:27.840948Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ddd52c1-3dee-45c7-8c8b-81de184eccd2 · outbound
This paper cites Mesic, J.
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:27.888831Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b459b30a-f183-49d9-8c8b-953aebac7bba · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:28.015909Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3bd9b2d-ead3-48dc-916f-7cc13cb5272d · outbound
This paper cites Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T22:11:28.097315Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 549df509-d625-4f46-a155-839b23537e85 · outbound
This paper cites Schubert, J.
Reference 61
- Resolution
- unresolved
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Source-reported events for the cited work
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Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
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Source-reported events for the cited work
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Observation 00cecdb6-9376-4196-8915-abadf3756435 · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 63
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Source-reported events for the cited work
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This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 64
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Source-reported events for the cited work
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Observation 672730fa-56bc-4f0f-b5a1-d27942223e49 · outbound
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Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety An Agentic Workflow for Detecting Personally Identifiable Information in Crash Narratives
Reference 65
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Source-reported events for the cited work
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Observation fe5b3257-b7d6-49a3-a9e8-d9567fb59b6e · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 66
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 67
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Source-reported events for the cited work
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Observation 7278d2ee-092c-4f7a-a46e-8649f2e209be · outbound
This paper cites an unresolved cited work.
Forecasting the Emergence and Evolution of Crash Hotspots: A Unified Deep Learning Framework for Proactive Traffic Safety Unresolved cited work
Reference 68
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Source-reported events for the cited work
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Observation 4f4916cd-04ab-4a6b-90ac-252f08dbc70d · outbound
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Reference 69
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Pith citing papers
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