Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T05:35:23.609124Z
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2412.17373.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T05:35:23.609124Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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
28 of 28 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 30dd5920-1959-4119-95ec-15a4eac5191f · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Predicting short-term traffic flow by long short- term memory recurrent neural network,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bafc0b0a-79e4-4a9a-ac03-602589fee683 · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Long short-term memory neural network for traffic speed prediction using remote microwave sensor data,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d63c97f-2070-49a3-9726-82ac71311edd · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Mf-cnn: Traffic flow prediction using convolutional neural network and multi- features fusion,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fec61621-510b-4530-90ca-1ddfa75c8041 · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Learning traffic as images: A deep convolutional neural network for large-scale transportation network speed prediction,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 58a63ca6-e83b-4263-a2c2-0f32dffad881 · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction How to build a graph-based deep learning architecture in traffic domain: A survey,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7230ba6c-83f0-4ec7-a5fd-6cbc5221a234 · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Deep learning on traffic prediction: Methods, analysis, and future directions,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fb77ac8c-d7d3-4f2f-82c6-374baac926dc · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Predicting citywide crowd flows using deep spatio-temporal residual networks,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8868e356-0a82-4f94-80b1-48c2d101b8d2 · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Intelligent highway traffic forecast based on deep learning and restructured road models,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9afebb92-9101-42fc-8c47-c964d8757d57 · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Deep spatio-temporal residual networks for citywide crowd flows prediction,
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 845d8f0a-a91c-412d-8e7d-1e3538b38cac · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Nexco east,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 60ce69ef-b676-42b9-88c0-b335f123c361 · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Dynamic prediction of traffic vol- ume through kalman filtering theory,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 75e82935-875d-4537-9441-8cbd53cc4660 · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Modeling and forecasting vehicular traffic flow as a seasonal arima process: Theoretical basis and empirical results,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d9eb5151-3874-4992-aad5-459ef19729c7 · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Predictions of freeway traffic speeds and volumes using vector autoregressive models,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f566b587-3aad-4911-a95c-02406c2cfc54 · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Traffic flow prediction using adaboost algorithm with random forests as a weak learner,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b7d3c873-da6e-47e4-873e-9d461afc3d7e · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction A vector- geometry based spatial knn-algorithm for traffic frequency predictions,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a333ea28-ae64-4994-b46d-43e4c9e33895 · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction A vehicle classification system based on hierarchical multi-svms in crowded traffic scenes,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation f4bad4e7-e93d-423e-947d-2d74b18d1741 · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Lstm network: a deep learning approach for short-term traffic forecast,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation dfd36a20-0db5-4b58-9c73-7611bb6f9ade · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Short-term traffic flow forecasting with spatial-temporal correlation in a hybrid deep learning framework
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation df2f4dc3-19ef-486b-a13b-3313b4e5c256 · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f12aaadf-b927-4aa4-bca3-3df05212e123 · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Deeptransport: Learning spatial-temporal dependency for traffic condition forecasting,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2654cd9f-6524-4d26-9ded-4e9145fb41e2 · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction K-neighboring on multi- weighted graphs for passenger count prediction on railway networks,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a04af3bf-0d28-437a-b918-2eb155c92977 · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Multi- weighted graphs learning for passenger count prediction on railway network,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c031eb20-eeb9-4639-9e21-9cec06e3a26a · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Performance measurement system (pems),
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c3f5ead6-5309-4e9d-9f0a-970189a4a865 · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Q-traffic,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 30cec132-a718-45e6-99c1-1300299237cc · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Loop dataset,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3adc35c6-efd0-4dfa-919b-8db7447fbcd5 · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Traffic congestion prediction using toll and route search log data,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ef6e418b-12ee-4ef5-b383-73f578c21824 · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Improving long-term traffic prediction with online search log data,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 72e19153-cac0-4d76-bde4-bbfa9ae496d6 · outbound
FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction Dorapura service,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
No inbound Pith citation observations are available.