Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T15:50:39.860787Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 100 of 111 outbound references and 1 inbound Pith citation observation for arXiv:2508.19239.
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 2026-08-05T15:50:39.860787Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T23:04:28.331843Z
A source-named dated measurement, never combined with another source.
Source: cited_works
100 of 111 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation fdb0ca5e-36f6-4dbc-9a05-763522ffb981 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Beyond tcp: The evolution of internet transport protocols, 2015
Reference 1
Source-reported events for the cited work
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Observation 478a7f46-d182-464a-b929-d1c470677402 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Quic – a vehicle for transport protocol evolution, 2018
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d9b9655-4f6a-4536-95e9-c77ef4552888 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive defense against various network attacks
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c23dcd26-1c2c-49d6-864e-f549f92fa85b · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey A context-aware approach to wireless transmission adaptation
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7551e9c9-6fc7-4402-b966-b52b878f7010 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Protocol wars: How unifying iot protocols can save the iot from chaos, 2025
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9132d1e9-546d-48b8-b708-c971d1ee2551 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ddd691cd-c2c8-4e2a-b391-3bc56e4d3114 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Context aware middleware architectures: Survey and challenges
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46ea2bef-c657-48b9-adfc-c19c84587099 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey https://cordis.europa.eu/ project/id/101117675, 2023
Reference 8
Source-reported events for the cited work
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Observation 9373db92-93e9-4a91-a493-ba8406f02e33 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive transportation and logistics (adapt-or), 2025
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17b974eb-a4c6-4e54-8be2-05572cd7fe6a · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey A framework for integrating intelligent transportation systems with smart city infrastructure
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d61864f6-381e-4a00-8b0e-ec8952c9ad99 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey A unifying modelling framework to simulate the spatial economic transport interaction process at urban and national scales
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1935e4be-9edd-4c27-8592-d18404cb85aa · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Introducing the model context protocol, 2024
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f85fc41e-fa19-4b98-a0cf-a87f19d5e864 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Unresolved cited work
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc42481d-5532-4733-88e3-c55911c320d1 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a2382c5-a14f-46bc-86a9-1c3ca4d6aa78 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey A survey on model context protocol: Architecture, state-of-the-art, challenges and future directions
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c22fb1e8-1f6d-4fec-8ce7-a94e7efce705 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey standard
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abb9c613-062d-476a-b243-0e785f9f0ee6 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey On transport layer adaptation in heterogeneous wireless data networks
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df539d6f-608a-4fe8-baf9-07637ae0afaf · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey A survey on context-aware systems
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8cb7fae8-a44a-4df1-94d8-e40b70360780 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Real-time adaptive traffic signal control in a connected and automated vehicle environment: optimisation of signal planning with reinforcement learning under vehicle speed guidance
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28a57478-2fa3-4e26-9810-42c415b919b0 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive transit design: Optimizing fixed and demand responsive multi-modal transportation via continuous approximation
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3929e487-c89c-4bc9-a12b-e6f253a5d239 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey A model- based adaptive planning framework using surrogate modelling for urban transport systems under uncertainty
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75fd2d25-317a-4a43-9e26-91c9f3125d69 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey An Adaptive System Architecture for Multimodal Intelligent Transportation Systems
Reference 23
Source-reported events for the cited work
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Observation 5905d3f4-927e-4861-83ba-6c21868cb13e · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive urban traffic signal control based on enhanced deep reinforcement learning
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e23b30b-4f52-4f8f-88bc-608d8309c90f · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Vissim study: Comparing adaptive and traditional traffic systems’ efficiency and environmental impact
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ae1aa00-46e6-40d4-81d9-92abcfc969a4 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Reinforcement learning based adaptive control method for traffic lights in intelligent transportation
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e78d90d3-9e93-4d74-a4a1-cb7f0f97d3b7 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Reinforcement Learning for Adaptive Traffic Signal Control: Turn-Based and Time-Based Approaches to Reduce Congestion
Reference 27
Source-reported events for the cited work
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Observation 9f70be2e-237f-4af2-9b14-bbd9898ceae4 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey A deep reinforcement learning approach to adaptive traffic lights management
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c936c0fd-7d53-4fbf-bfd9-dbf39367a464 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive parameterized control for coordinated traffic management using reinforcement learning
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c66b2774-dddf-49ea-956f-e6c57661ba49 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Enhancing transportation agility through neuroadaptive AI and behavioural decision intelligence
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a89c4f09-2e0b-4cc9-9b77-fa06c1c335f5 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Quic transmission protocol: Test-bed design, implementation and experi- mental evaluation
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66dc8301-445a-4224-a7e1-a92f173922e6 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Quic vs tcp: A performance evaluation over lte with ns-3
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5fd3b819-e544-4728-bfe7-a6ed08f0450f · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey A brief review of multipath tcp for vehicular networks
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 557e7bb0-30f0-4db5-994a-03e2956b2c22 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Multipath tcp: from theory to practice
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bf12855-9168-4ae3-9177-b56d9e9434e9 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Analyzing the modeling of context with ontologies
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf79eca1-5c2d-499a-be60-0e2166046c1f · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Ontology-based high-level context inference for human behavior identification
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f2b8f28b-0e23-4fe2-ba05-56a43e0e376e · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey An Ontology Oriented Architecture for Context Aware Services Adaptation
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c6c1ead7-8e23-40f5-8e05-addd7743b36a · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey A proposed ontology-based generic context model for ubiquitous learning
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 73284ce0-183f-4766-aefe-b3e91406e392 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey A middleware for context-aware agents in ubiquitous computing environments
Reference 39
Source-reported events for the cited work
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Observation 15f1921d-2b38-4f6a-872d-8936489d9338 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive middleware for context-aware applications in smart-homes
Reference 40
Source-reported events for the cited work
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Observation a32aafe7-fc10-4e0c-802e-bbbae1ba21e7 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Toward fair and efficient congestion control: Machine learning aided congestion control (mlacc)
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5324ee3a-f26f-47d0-ae98-790ff87156d2 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Pbq-enhanced quic: Quic with deep reinforce- ment learning congestion control mechanism
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c3d5c0a3-741c-4a75-b620-67346ee20828 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Survey of protocols and mechanisms for enhanced transport over long fat pipes
Reference 43
Source-reported events for the cited work
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Observation c6fddebe-4d41-4e74-be7c-eebe6f1f4733 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Evaluation of an adaptive transport protocol
Reference 44
Source-reported events for the cited work
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Observation 4dc78d67-233d-4f78-bc59-3019f6d9e776 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive network protocol selection: A machine-learning approach
Reference 45
Source-reported events for the cited work
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Observation fc5e0f04-b668-487f-9573-5236f3fc3bff · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Context-aware network, 2025
Reference 46
Source-reported events for the cited work
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Observation d542d8e4-bd29-4255-9ffc-21cd31aa30b9 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Context-aware travel support during unplanned public transport disturbances
Reference 47
Source-reported events for the cited work
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Observation 9defed11-a54b-4e40-9e00-343c29bd5351 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Context-aware domain adaptation for time series anomaly detection (2023)
Reference 48
Source-reported events for the cited work
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Observation c6997ab9-a1de-4c34-9735-dba7b8bd481b · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Dynamic-fact: A dynamic framework for adaptive context-aware translation
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 33b94f04-9b42-4f80-9de7-17c44cbe5bcb · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Dynamic adaptation of networked reconfigurable systems
Reference 50
Source-reported events for the cited work
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Observation 81b9f75d-97f0-4710-9fb5-c6e46673cd5d · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Technical report, GovLoop and Ciena, 2020
Reference 51
Source-reported events for the cited work
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Observation d5111973-8eb6-4121-bb31-f189b8497e25 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Smart moves: Transforming urban transit with unified access systems, 2025
Reference 52
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Observation 78e957a4-ca97-4721-9b7b-84134bd6dd60 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey The transport layer: tutorial and survey
Reference 53
Source-reported events for the cited work
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Observation 636ba335-e4d4-47d1-b58b-8923ed638ec0 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Why are standardization and protocols crucial in data communication and networking?, 2025
Reference 54
Source-reported events for the cited work
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Observation a6cd2399-a1ae-4a6d-b345-1c70a154b15e · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Communication protocol, 2025
Reference 55
Source-reported events for the cited work
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Observation 6b8d4bac-31f4-473a-8f96-99646f9ad14a · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive placement for in-memory storage functions
Reference 56
Source-reported events for the cited work
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Observation bf85a1d5-ba81-4201-a49d-6caa1bc44fbc · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Decentralized application- level adaptive scheduling for multi-instance dnns on open mobile devices
Reference 57
Source-reported events for the cited work
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Observation 4d8f978e-3c18-4b35-90b1-b52307bba88f · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Semantic representation of context model
Reference 58
Source-reported events for the cited work
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Observation 453f5205-6b4e-48dd-814d-6d9d47d7ecb0 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Contextml: A light-weight context representation and context management schema
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d5e6f3c4-8868-4b3c-8469-87023649d9b8 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Proceedings of the Tenth International Conference on Creative Content Technologies (CONTENT 2018) , Barcelona, Spain, February 18–22 2018
Reference 60
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Observation 9750f537-17ed-43b1-9d77-264f4a2ba299 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Model context protocol (mcp) an overview, 2025
Reference 61
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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c2844e99-ff34-4f7c-ac4f-1fa268a204e5 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Contextual metadata in practice
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fa42bd36-3b80-424c-a620-7f1d617fab34 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey The rapid proliferation of large-language-model services is constrained by three long-standing barriers: stateless integration interfaces,
Reference 63
Source-reported events for the cited work
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Observation 6275daab-8e34-4ab0-82ff-c7343a9a9935 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Eghan, Manel Grichi, William G
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3e81346f-14b4-46ff-aeac-8316761f90c9 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey paper-search-mcp: A mcp for searching and downloading academic papers from multiple sources like arxiv, pubmed, biorxiv, etc
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2beb3abc-4136-4e49-9888-1b1792404b9b · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Scalable mcp server-client architecture with fastmcp in microservices
Reference 66
Source-reported events for the cited work
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Observation af1736a2-c0f2-4baa-af55-efbed42c6ea6 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Context-aware systems: A literature review and classification
Reference 67
Source-reported events for the cited work
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Observation cf0dd871-9324-4d35-92a8-eef36d52df63 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Understanding and using context
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d0b1fd64-8478-4d61-8dca-0d283e4a473c · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Deep learning sensor fusion for autonomous vehicle perception and localization: A review
Reference 69
Source-reported events for the cited work
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Observation 525a2ae4-b881-4585-9dee-b0c0a4dfc65d · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey A comparative review on multi-modal sensors fusion based on deep learning
Reference 70
Source-reported events for the cited work
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Observation cf07ba14-b2ad-4fd1-9a30-b91a17858314 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Perception and sensing for autonomous vehicles under adverse weather conditions: A survey
Reference 71
Source-reported events for the cited work
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Observation c801b249-183f-4d3b-bfbe-2bbae2c1924a · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey A survey and framework of cooperative perception: From heterogeneous singleton to hierarchical cooperation
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2c10aaff-fec6-42a9-91f5-40cec6c06bd0 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Toward autonomous vehicles: A survey on cooperative vehicle-infrastructure system
Reference 73
Source-reported events for the cited work
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Observation 54efe7a3-84fc-478c-9b13-c72682de2472 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Mobile edge computing for v2x architectures and applications: A survey
Reference 74
Source-reported events for the cited work
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Observation e8d3424a-3a20-419f-a083-9ad927b70de4 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey A survey on vehicular task offloading: Classification, issues, and challenges
Reference 75
Source-reported events for the cited work
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Observation 4edfaef1-1ee2-4760-84b2-9d9190754876 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Vehicle-to-everything (v2x) in the autonomous vehicles domain– a technical review of communication, sensor, and ai technologies for road user safety
Reference 76
Source-reported events for the cited work
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Observation fd90d7c2-b56c-4412-b69a-bb7affe6472d · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Feature pyramid bilstm: Using smartphone sensors for transportation mode detection
Reference 77
Source-reported events for the cited work
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Observation 18ad3d5d-f229-46b5-992e-5104ce16f074 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey A survey on local transport mode detection on the edge of the network
Reference 78
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a21e6b81-6c29-4b59-b356-0e7da039923f · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Review and evaluation of methods in transport mode detection based on gps tracking data
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation db9e1a78-ee45-424d-abcf-53502183b705 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey A survey on vision-based driver distraction analysis
Reference 80
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 413aca8b-e650-4196-b5e4-7c600943e942 · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Mental models of driver monitoring systems: perceptions of monitoring capabilities in an online us-based sample
Reference 81
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2df8333d-986e-4621-8146-d68e08e59d5b · outbound
Model Context Protocols in Adaptive Transport Systems: A Survey Pedestrian intention prediction for autonomous vehicles: A comprehensive survey
Reference 82
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Reference 83
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Reference 86
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Reference 88
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Reference 90
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Reference 91
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Reference 92
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Reference 93
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Reference 95
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Reference 96
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Reference 97
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Reference 98
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Reference 99
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Reference 100
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Reference 101
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Model Context Protocol (MCP) Tool Descriptions Are Smelly! Towards Improving AI Agent Efficiency with Augmented MCP Tool Descriptions Model Context Protocols in Adaptive Transport Systems: A Survey
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