Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-20T06:57:00.022894Z
Paper Citation Record · LEDGER
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams
As of 6 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2605.19834.
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 2026-08-06T06:34:29.942622+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
23 of 23 outbound references displayed
- verified exact0
- verified fuzzy22
- unresolved1
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation f825bc88-39b2-42ef-85d2-e6ec4d881129 · outbound
This paper cites Personalized predictive public transport crowding infor- mation with automated data sources.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams Personalized predictive public transport crowding infor- mation with automated data sources
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.287750Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation aed5edc8-de42-464a-9a0a-59d972709932 · outbound
This paper cites A two-stage method for bus passenger load prediction using automatic passenger counting data.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams A two-stage method for bus passenger load prediction using automatic passenger counting data
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.313037Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fcbab32b-b7bb-4f91-878e-ad0a8fe49a92 · outbound
This paper cites Accuracy of automatic passenger counting in open mass transit systems: Insights from italy.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams Accuracy of automatic passenger counting in open mass transit systems: Insights from italy
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.303639Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4d49be3c-e728-47e6-b5e9-5b6575a49388 · outbound
This paper cites Optimal bus bridging service for urban rail transit disruptions with stochastic passenger demand.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams Optimal bus bridging service for urban rail transit disruptions with stochastic passenger demand
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.310998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 099b5062-efdd-4784-aaa3-07e98ce8d739 · outbound
This paper cites Individual path recommendation under public transit service disruptions consid- ering behavior uncertainty.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams Individual path recommendation under public transit service disruptions consid- ering behavior uncertainty
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.285485Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 93a75807-589a-4425-9d6a-fce3b7604721 · outbound
This paper cites Evaluating the performance of video-based automated passenger counting systems in real-world conditions: A comparative study.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams Evaluating the performance of video-based automated passenger counting systems in real-world conditions: A comparative study
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.326609Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 86eb3103-811c-465b-96fd-57b0599b0f16 · outbound
This paper cites NAPC: A neural algorithm for automated passenger counting in public transport on a privacy-friendly dataset.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams NAPC: A neural algorithm for automated passenger counting in public transport on a privacy-friendly dataset
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.309091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f4019d70-915f-445c-ba17-4f3e98c26bc1 · outbound
This paper cites Engineering the neural automatic passenger counter.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams Engineering the neural automatic passenger counter
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.305692Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c57e0c61-0a30-4ab1-988f-db3447a14844 · outbound
This paper cites Large-scale Wi-Fi and Bluetooth data collection for reconstructing passenger flows.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams Large-scale Wi-Fi and Bluetooth data collection for reconstructing passenger flows
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.289724Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 960d4b79-94f7-44c3-87a4-09a9b7a4b6e3 · outbound
This paper cites Self-supervised association of Wi-Fi probe requests under MAC address randomization.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams Self-supervised association of Wi-Fi probe requests under MAC address randomization
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.281339Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 25492a78-daec-491d-a649-6d50ea37e250 · outbound
This paper cites an unresolved cited work.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-05-20T06:58:06.276250Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation aee60a71-dcbf-4a66-b009-31da931f026e · outbound
This paper cites Vdv recommenda- tion 457: Automatic passenger counting systems.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams Vdv recommenda- tion 457: Automatic passenger counting systems
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.293723Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 243addff-2618-41aa-b705-2587b03c7ca2 · outbound
This paper cites Real time transit demand prediction capturing station interactions and impact of special events.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams Real time transit demand prediction capturing station interactions and impact of special events
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.322801Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 21fbcf8e-6231-47e1-b5c6-cadbea0979a9 · outbound
This paper cites Integration of exponential smoothing with state space formulation for bus travel time and arrival time prediction.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams Integration of exponential smoothing with state space formulation for bus travel time and arrival time prediction
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.291735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 760098a7-e0c2-48b4-befa-4f77e12a5c9f · outbound
This paper cites Noise detection in agent reputation models using imm filtering.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams Noise detection in agent reputation models using imm filtering
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.297860Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7a6f7a6e-6f6e-4c5d-85dd-5855be6eeda4 · outbound
This paper cites A novel adaptive kalman filter based on credibility measure.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams A novel adaptive kalman filter based on credibility measure
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.320863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation feb3ef95-d3dd-43d6-9352-1f29e41aaab1 · outbound
This paper cites Context- aware automated passenger counting data denoising.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams Context- aware automated passenger counting data denoising
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.324672Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4ef9ac2f-d981-4123-b064-4833b1f3398e · outbound
This paper cites Adjustment boarding and alighting passengers on a bus transit line using qualitative informa- tion.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams Adjustment boarding and alighting passengers on a bus transit line using qualitative informa- tion
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.316955Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 09f5f938-356f-4076-bfa3-73a78183e38a · outbound
This paper cites ℓ 1-minimization method for link flow correction.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams ℓ 1-minimization method for link flow correction
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.295684Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 282fcea6-0b15-4ac8-b255-28c927350855 · outbound
This paper cites Unified occupancy on a public transport network through combination of AFC and APC data.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams Unified occupancy on a public transport network through combination of AFC and APC data
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.319019Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation dd254901-10eb-4ea5-ac45-a65e473099b5 · outbound
This paper cites On the limitations of physics-informed deep learning: Illustrations using first-order hyperbolic conservation law-based traffic flow models.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams On the limitations of physics-informed deep learning: Illustrations using first-order hyperbolic conservation law-based traffic flow models
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.301839Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 80a3b8aa-dc74-48da-95ae-7435c394a950 · outbound
This paper cites Physics enhanced residual policy learning (perpl) for safety cruising in mixed traffic platooning under actuator and communication delay.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams Physics enhanced residual policy learning (perpl) for safety cruising in mixed traffic platooning under actuator and communication delay
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.299885Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 470dcc55-4be1-4538-b80b-1b89e0ffefb3 · outbound
This paper cites Logic-informed reinforcement learning for cross-domain optimization of large-scale cyber-physical systems.
A Closed-loop, State-centric, Multi-agent Framework for Passenger Load Estimation from Heterogeneous Data Streams Logic-informed reinforcement learning for cross-domain optimization of large-scale cyber-physical systems
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-20T06:58:06.315067Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
No inbound Pith citation observations are available.