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Paper Citation Record · LEDGER

Model Context Protocols in Adaptive Transport Systems: A Survey

As of 10 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.

pith.paper-citation-record.v1
2508.19239 v2

Coverage vector

measured 100 of 111 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:50:39.860787Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T23:04:28.331843Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

100 of 111 outbound references displayed

  • verified exact5
  • verified fuzzy60
  • unresolved35
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fdb0ca5e-36f6-4dbc-9a05-763522ffb981 · outbound

This paper cites Beyond tcp: The evolution of internet transport protocols, 2015.

Model Context Protocols in Adaptive Transport Systems: A Survey Beyond tcp: The evolution of internet transport protocols, 2015

Reference 1

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Observation 478a7f46-d182-464a-b929-d1c470677402 · outbound

This paper cites Quic – a vehicle for transport protocol evolution, 2018.

Model Context Protocols in Adaptive Transport Systems: A Survey Quic – a vehicle for transport protocol evolution, 2018

Reference 2

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Observation 9d9b9655-4f6a-4536-95e9-c77ef4552888 · outbound

This paper cites Adaptive defense against various network attacks.

Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive defense against various network attacks

Reference 3

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source=pdf_text observed=2026-08-05T15:50:39.260507Z digest=sha256:56791c48870b6a48ad00a3828eef77a746689e7607144600a4065047cb654192

Observation c23dcd26-1c2c-49d6-864e-f549f92fa85b · outbound

This paper cites A context-aware approach to wireless transmission adaptation.

Model Context Protocols in Adaptive Transport Systems: A Survey A context-aware approach to wireless transmission adaptation

Reference 4

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Observation 7551e9c9-6fc7-4402-b966-b52b878f7010 · outbound

This paper cites Protocol wars: How unifying iot protocols can save the iot from chaos, 2025.

Model Context Protocols in Adaptive Transport Systems: A Survey Protocol wars: How unifying iot protocols can save the iot from chaos, 2025

Reference 5

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source=pdf_text observed=2026-08-05T15:50:39.275817Z digest=sha256:2375d00a989d028dfaec6bc7bd4f3045b140eca8f18eb7153b22a02a5b7078ab

Observation 9132d1e9-546d-48b8-b708-c971d1ee2551 · outbound

This paper cites A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions.

Model Context Protocols in Adaptive Transport Systems: A Survey A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions

Reference 6

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Observation ddd691cd-c2c8-4e2a-b391-3bc56e4d3114 · outbound

This paper cites Context aware middleware architectures: Survey and challenges.

Model Context Protocols in Adaptive Transport Systems: A Survey Context aware middleware architectures: Survey and challenges

Reference 7

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Observation 46ea2bef-c657-48b9-adfc-c19c84587099 · outbound

This paper cites https://cordis.europa.eu/ project/id/101117675, 2023.

Model Context Protocols in Adaptive Transport Systems: A Survey https://cordis.europa.eu/ project/id/101117675, 2023

Reference 8

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Observation 9373db92-93e9-4a91-a493-ba8406f02e33 · outbound

This paper cites Adaptive transportation and logistics (adapt-or), 2025.

Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive transportation and logistics (adapt-or), 2025

Reference 9

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Observation 17b974eb-a4c6-4e54-8be2-05572cd7fe6a · outbound

This paper cites A framework for integrating intelligent transportation systems with smart city infrastructure.

Model Context Protocols in Adaptive Transport Systems: A Survey A framework for integrating intelligent transportation systems with smart city infrastructure

Reference 10

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Observation d61864f6-381e-4a00-8b0e-ec8952c9ad99 · outbound

This paper cites A unifying modelling framework to simulate the spatial economic transport interaction process at urban and national scales.

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

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Observation 1935e4be-9edd-4c27-8592-d18404cb85aa · outbound

This paper cites Introducing the model context protocol, 2024.

Model Context Protocols in Adaptive Transport Systems: A Survey Introducing the model context protocol, 2024

Reference 12

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Observation f85fc41e-fa19-4b98-a0cf-a87f19d5e864 · outbound

This paper cites an unresolved cited work.

Model Context Protocols in Adaptive Transport Systems: A Survey Unresolved cited work

Reference 14

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source=pdf_text observed=2026-08-05T15:50:39.343989Z digest=sha256:30c9c56e54d44d80191c5d8334a8772006a06d321d99cbf40585018fac047f1a

Observation cc42481d-5532-4733-88e3-c55911c320d1 · outbound

This paper cites Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications.

Model Context Protocols in Adaptive Transport Systems: A Survey Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications

Reference 15

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Observation 2a2382c5-a14f-46bc-86a9-1c3ca4d6aa78 · outbound

This paper cites A survey on model context protocol: Architecture, state-of-the-art, challenges and future directions.

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

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Observation c22fb1e8-1f6d-4fec-8ce7-a94e7efce705 · outbound

This paper cites standard.

Model Context Protocols in Adaptive Transport Systems: A Survey standard

Reference 17

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Observation abb9c613-062d-476a-b243-0e785f9f0ee6 · outbound

This paper cites On transport layer adaptation in heterogeneous wireless data networks.

Model Context Protocols in Adaptive Transport Systems: A Survey On transport layer adaptation in heterogeneous wireless data networks

Reference 18

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Observation df539d6f-608a-4fe8-baf9-07637ae0afaf · outbound

This paper cites A survey on context-aware systems.

Model Context Protocols in Adaptive Transport Systems: A Survey A survey on context-aware systems

Reference 19

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Observation 8cb7fae8-a44a-4df1-94d8-e40b70360780 · outbound

This paper cites Real-time adaptive traffic signal control in a connected and automated vehicle environment: optimisation of signal planning with reinforcement learning under vehicle speed guidance.

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

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Observation 28a57478-2fa3-4e26-9810-42c415b919b0 · outbound

This paper cites Adaptive transit design: Optimizing fixed and demand responsive multi-modal transportation via continuous approximation.

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

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Observation 3929e487-c89c-4bc9-a12b-e6f253a5d239 · outbound

This paper cites A model- based adaptive planning framework using surrogate modelling for urban transport systems under uncertainty.

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

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Observation 75fd2d25-317a-4a43-9e26-91c9f3125d69 · outbound

This paper cites An Adaptive System Architecture for Multimodal Intelligent Transportation Systems.

Model Context Protocols in Adaptive Transport Systems: A Survey An Adaptive System Architecture for Multimodal Intelligent Transportation Systems

Reference 23

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Observation 5905d3f4-927e-4861-83ba-6c21868cb13e · outbound

This paper cites Adaptive urban traffic signal control based on enhanced deep reinforcement learning.

Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive urban traffic signal control based on enhanced deep reinforcement learning

Reference 24

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Observation 8e23b30b-4f52-4f8f-88bc-608d8309c90f · outbound

This paper cites Vissim study: Comparing adaptive and traditional traffic systems’ efficiency and environmental impact.

Model Context Protocols in Adaptive Transport Systems: A Survey Vissim study: Comparing adaptive and traditional traffic systems’ efficiency and environmental impact

Reference 25

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Observation 1ae1aa00-46e6-40d4-81d9-92abcfc969a4 · outbound

This paper cites Reinforcement learning based adaptive control method for traffic lights in intelligent transportation.

Model Context Protocols in Adaptive Transport Systems: A Survey Reinforcement learning based adaptive control method for traffic lights in intelligent transportation

Reference 26

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Observation e78d90d3-9e93-4d74-a4a1-cb7f0f97d3b7 · outbound

This paper cites Reinforcement Learning for Adaptive Traffic Signal Control: Turn-Based and Time-Based Approaches to Reduce Congestion.

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

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Observation 9f70be2e-237f-4af2-9b14-bbd9898ceae4 · outbound

This paper cites A deep reinforcement learning approach to adaptive traffic lights management.

Model Context Protocols in Adaptive Transport Systems: A Survey A deep reinforcement learning approach to adaptive traffic lights management

Reference 28

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Observation c936c0fd-7d53-4fbf-bfd9-dbf39367a464 · outbound

This paper cites Adaptive parameterized control for coordinated traffic management using reinforcement learning.

Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive parameterized control for coordinated traffic management using reinforcement learning

Reference 29

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Observation c66b2774-dddf-49ea-956f-e6c57661ba49 · outbound

This paper cites Enhancing transportation agility through neuroadaptive AI and behavioural decision intelligence.

Model Context Protocols in Adaptive Transport Systems: A Survey Enhancing transportation agility through neuroadaptive AI and behavioural decision intelligence

Reference 30

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Observation a89c4f09-2e0b-4cc9-9b77-fa06c1c335f5 · outbound

This paper cites Quic transmission protocol: Test-bed design, implementation and experi- mental evaluation.

Model Context Protocols in Adaptive Transport Systems: A Survey Quic transmission protocol: Test-bed design, implementation and experi- mental evaluation

Reference 31

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Observation 66dc8301-445a-4224-a7e1-a92f173922e6 · outbound

This paper cites Quic vs tcp: A performance evaluation over lte with ns-3.

Model Context Protocols in Adaptive Transport Systems: A Survey Quic vs tcp: A performance evaluation over lte with ns-3

Reference 32

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Observation 5fd3b819-e544-4728-bfe7-a6ed08f0450f · outbound

This paper cites A brief review of multipath tcp for vehicular networks.

Model Context Protocols in Adaptive Transport Systems: A Survey A brief review of multipath tcp for vehicular networks

Reference 33

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Observation 557e7bb0-30f0-4db5-994a-03e2956b2c22 · outbound

This paper cites Multipath tcp: from theory to practice.

Model Context Protocols in Adaptive Transport Systems: A Survey Multipath tcp: from theory to practice

Reference 34

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Observation 0bf12855-9168-4ae3-9177-b56d9e9434e9 · outbound

This paper cites Analyzing the modeling of context with ontologies.

Model Context Protocols in Adaptive Transport Systems: A Survey Analyzing the modeling of context with ontologies

Reference 35

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Observation bf79eca1-5c2d-499a-be60-0e2166046c1f · outbound

This paper cites Ontology-based high-level context inference for human behavior identification.

Model Context Protocols in Adaptive Transport Systems: A Survey Ontology-based high-level context inference for human behavior identification

Reference 36

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Observation f2b8f28b-0e23-4fe2-ba05-56a43e0e376e · outbound

This paper cites An Ontology Oriented Architecture for Context Aware Services Adaptation.

Model Context Protocols in Adaptive Transport Systems: A Survey An Ontology Oriented Architecture for Context Aware Services Adaptation

Reference 37

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source=pdf_text observed=2026-08-05T15:50:39.489416Z digest=sha256:89dd1ce5ec5a715146ae58992ba22bbfbba7d5e0a9f793fe88e050e2f1774992

Observation c6c1ead7-8e23-40f5-8e05-addd7743b36a · outbound

This paper cites A proposed ontology-based generic context model for ubiquitous learning.

Model Context Protocols in Adaptive Transport Systems: A Survey A proposed ontology-based generic context model for ubiquitous learning

Reference 38

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source=pdf_text observed=2026-08-05T15:50:39.495359Z digest=sha256:bc14b201f2c4deb341376e1b15af3c5fc6031ff5225e96c261f8e30dddc8a4f5

Observation 73284ce0-183f-4766-aefe-b3e91406e392 · outbound

This paper cites A middleware for context-aware agents in ubiquitous computing environments.

Model Context Protocols in Adaptive Transport Systems: A Survey A middleware for context-aware agents in ubiquitous computing environments

Reference 39

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raw_fallback, observed 2026-08-05T15:50:42.202408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.502516Z digest=sha256:b7565e5cb06825c60e419a467f5767931f0d3bdff7c3a0c121d1a54cc21a7643

Observation 15f1921d-2b38-4f6a-872d-8936489d9338 · outbound

This paper cites Adaptive middleware for context-aware applications in smart-homes.

Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive middleware for context-aware applications in smart-homes

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:42.179933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.509276Z digest=sha256:79351b63deacd453d956b0f8dc45ee7286fc06e203c357a3f6e8ed4522d56fd3

Observation a32aafe7-fc10-4e0c-802e-bbbae1ba21e7 · outbound

This paper cites Toward fair and efficient congestion control: Machine learning aided congestion control (mlacc).

Model Context Protocols in Adaptive Transport Systems: A Survey Toward fair and efficient congestion control: Machine learning aided congestion control (mlacc)

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:42.156024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.514110Z digest=sha256:84959f3aa988454a6e5cdd73b24a9c7df54eda38aac9391c4bc1f14c6b942d28

Observation 5324ee3a-f26f-47d0-ae98-790ff87156d2 · outbound

This paper cites Pbq-enhanced quic: Quic with deep reinforce- ment learning congestion control mechanism.

Model Context Protocols in Adaptive Transport Systems: A Survey Pbq-enhanced quic: Quic with deep reinforce- ment learning congestion control mechanism

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:42.132872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.519520Z digest=sha256:8385178bcf9b364a94828c0ddd1a5d8466a01bddd60b71d7631d45e555ab5e88

Observation c3d5c0a3-741c-4a75-b620-67346ee20828 · outbound

This paper cites Survey of protocols and mechanisms for enhanced transport over long fat pipes.

Model Context Protocols in Adaptive Transport Systems: A Survey Survey of protocols and mechanisms for enhanced transport over long fat pipes

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:42.110795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.524414Z digest=sha256:4876c8d77471af111c9ac904527c20f9d72c9c2990b9956c6c79e2151fcc41b8

Observation c6fddebe-4d41-4e74-be7c-eebe6f1f4733 · outbound

This paper cites Evaluation of an adaptive transport protocol.

Model Context Protocols in Adaptive Transport Systems: A Survey Evaluation of an adaptive transport protocol

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:42.090450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.530034Z digest=sha256:9e2fffaffb34aecfb3e1a5389a83e6cf177e21d141773bb27a4e94f12a7e23c1

Observation 4dc78d67-233d-4f78-bc59-3019f6d9e776 · outbound

This paper cites Adaptive network protocol selection: A machine-learning approach.

Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive network protocol selection: A machine-learning approach

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:42.068919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.535315Z digest=sha256:056dfaf305d918f37e6cb606c2f77c88b608f929029bd708c7b97735c1014d68

Observation fc5e0f04-b668-487f-9573-5236f3fc3bff · outbound

This paper cites Context-aware network, 2025.

Model Context Protocols in Adaptive Transport Systems: A Survey Context-aware network, 2025

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:42.045148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.541942Z digest=sha256:663296e9b46cfc410078dba91e0a93871b7fbba5e282804dfaf35a9d8c4c6c3f

Observation d542d8e4-bd29-4255-9ffc-21cd31aa30b9 · outbound

This paper cites Context-aware travel support during unplanned public transport disturbances.

Model Context Protocols in Adaptive Transport Systems: A Survey Context-aware travel support during unplanned public transport disturbances

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:42.018248Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.547575Z digest=sha256:e74f4b3d0b06617fb3dde7cc7a4ea33cc683198e24df9a6b16276feffaa720f4

Observation 9defed11-a54b-4e40-9e00-343c29bd5351 · outbound

This paper cites Context-aware domain adaptation for time series anomaly detection (2023).

Model Context Protocols in Adaptive Transport Systems: A Survey Context-aware domain adaptation for time series anomaly detection (2023)

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.995488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.553796Z digest=sha256:11ff9cd317d64bae2780e419c527cb4e4e517b8645170d2c7dcf40c076393f78

Observation c6997ab9-a1de-4c34-9735-dba7b8bd481b · outbound

This paper cites Dynamic-fact: A dynamic framework for adaptive context-aware translation.

Model Context Protocols in Adaptive Transport Systems: A Survey Dynamic-fact: A dynamic framework for adaptive context-aware translation

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.976264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.558923Z digest=sha256:4de825ac597ad500d6c965ceb281c3892b8b71c786c4539e61913f8afcde3f64

Observation 33b94f04-9b42-4f80-9de7-17c44cbe5bcb · outbound

This paper cites Dynamic adaptation of networked reconfigurable systems.

Model Context Protocols in Adaptive Transport Systems: A Survey Dynamic adaptation of networked reconfigurable systems

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.957722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.563949Z digest=sha256:1bcf4ede42eeaec728fe930f46b9baf6abf67c671ad88f6a56eb92cb794534d8

Observation 81b9f75d-97f0-4710-9fb5-c6e46673cd5d · outbound

This paper cites Technical report, GovLoop and Ciena, 2020.

Model Context Protocols in Adaptive Transport Systems: A Survey Technical report, GovLoop and Ciena, 2020

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.939315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.568828Z digest=sha256:999052ac7730d92f02c1581a922b2c1d8f8bd5cb73455ce243adc903b0f95c81

Observation d5111973-8eb6-4121-bb31-f189b8497e25 · outbound

This paper cites Smart moves: Transforming urban transit with unified access systems, 2025.

Model Context Protocols in Adaptive Transport Systems: A Survey Smart moves: Transforming urban transit with unified access systems, 2025

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.911685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.574416Z digest=sha256:7b20d9eab11967b47f411149341778281e1f558a2c8a3788c838858bb64dff93

Observation 78e957a4-ca97-4721-9b7b-84134bd6dd60 · outbound

This paper cites The transport layer: tutorial and survey.

Model Context Protocols in Adaptive Transport Systems: A Survey The transport layer: tutorial and survey

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.886317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.579657Z digest=sha256:b3cd12602a0f8b6985f6c6278b9cfc187d4b95f4f21f3f944255045d30047c86

Observation 636ba335-e4d4-47d1-b58b-8923ed638ec0 · outbound

This paper cites Why are standardization and protocols crucial in data communication and networking?, 2025.

Model Context Protocols in Adaptive Transport Systems: A Survey Why are standardization and protocols crucial in data communication and networking?, 2025

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.859672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.586477Z digest=sha256:779f50b49d04f13ba2e5a17d1d5726dc36b5043080f181321c83bd80da17d935

Observation a6cd2399-a1ae-4a6d-b345-1c70a154b15e · outbound

This paper cites Communication protocol, 2025.

Model Context Protocols in Adaptive Transport Systems: A Survey Communication protocol, 2025

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.832480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.592447Z digest=sha256:6113c8caf5bf98fe1672e8ace791644474cf571a2f40fca89f48b547befc1edf

Observation 6b8d4bac-31f4-473a-8f96-99646f9ad14a · outbound

This paper cites Adaptive placement for in-memory storage functions.

Model Context Protocols in Adaptive Transport Systems: A Survey Adaptive placement for in-memory storage functions

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.804626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.598518Z digest=sha256:cf3bca142b1f3537c974039d74948f147bdd5f97c775ad9036137c3186d310b6

Observation bf85a1d5-ba81-4201-a49d-6caa1bc44fbc · outbound

This paper cites Decentralized application- level adaptive scheduling for multi-instance dnns on open mobile devices.

Model Context Protocols in Adaptive Transport Systems: A Survey Decentralized application- level adaptive scheduling for multi-instance dnns on open mobile devices

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.776417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.604613Z digest=sha256:ce101698bdfaf058e4fa0110e5201106ea6c4f5bc59cae73edc852341cc88aa0

Observation 4d8f978e-3c18-4b35-90b1-b52307bba88f · outbound

This paper cites Semantic representation of context model.

Model Context Protocols in Adaptive Transport Systems: A Survey Semantic representation of context model

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.757156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.610684Z digest=sha256:a0f4894be441e6ee667b4a1fb2ed67b37c6c0f63b839a610208ec757096e29b6

Observation 453f5205-6b4e-48dd-814d-6d9d47d7ecb0 · outbound

This paper cites Contextml: A light-weight context representation and context management schema.

Model Context Protocols in Adaptive Transport Systems: A Survey Contextml: A light-weight context representation and context management schema

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.737729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.615772Z digest=sha256:44d425d27ee086334e494b1a67fca809a05112fcae50aa3a050cd765034c9304

Observation d5e6f3c4-8868-4b3c-8469-87023649d9b8 · outbound

This paper cites Proceedings of the Tenth International Conference on Creative Content Technologies (CONTENT 2018) , Barcelona, Spain, February 18–22 2018.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.704464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.622315Z digest=sha256:9f4e3bf30c1b995b1781adf6fa5343685f5f179cfacb541362721863b6b7217b

Observation 9750f537-17ed-43b1-9d77-264f4a2ba299 · outbound

This paper cites Model context protocol (mcp) an overview, 2025.

Model Context Protocols in Adaptive Transport Systems: A Survey Model context protocol (mcp) an overview, 2025

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.672112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.628488Z digest=sha256:245ce9437d45ab6e64f85e3f11e93e145c9e38a2df2d52f8e2e93312d88198dc

Observation c2844e99-ff34-4f7c-ac4f-1fa268a204e5 · outbound

This paper cites Contextual metadata in practice.

Model Context Protocols in Adaptive Transport Systems: A Survey Contextual metadata in practice

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.628618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.633596Z digest=sha256:4d1bef9e76b2e9c0182760e5ab84a4af2d9d1e058b89be76a14ae84b74384c07

Observation fa42bd36-3b80-424c-a620-7f1d617fab34 · outbound

This paper cites The rapid proliferation of large-language-model services is constrained by three long-standing barriers: stateless integration interfaces,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.588720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.639223Z digest=sha256:120b009c0bd33d4051036879f4a3a80a2f453e95d57c089d0ac4f707715f0b78

Observation 6275daab-8e34-4ab0-82ff-c7343a9a9935 · outbound

This paper cites Eghan, Manel Grichi, William G.

Model Context Protocols in Adaptive Transport Systems: A Survey Eghan, Manel Grichi, William G

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.557768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.650139Z digest=sha256:7ccf84490f8db7bdc82568673f3bac1da9a1cdc9686e03442f56b501e7c21f53

Observation 3e81346f-14b4-46ff-aeac-8316761f90c9 · outbound

This paper cites paper-search-mcp: A mcp for searching and downloading academic papers from multiple sources like arxiv, pubmed, biorxiv, etc.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.536578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.655738Z digest=sha256:79838c9ed23de4101794bbd58c90404dac63577a5a063a5e2ed89dc3f672de7c

Observation 2beb3abc-4136-4e49-9888-1b1792404b9b · outbound

This paper cites Scalable mcp server-client architecture with fastmcp in microservices.

Model Context Protocols in Adaptive Transport Systems: A Survey Scalable mcp server-client architecture with fastmcp in microservices

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.515434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.660925Z digest=sha256:f5daecaad9ec4eb53438360b0b8e6a557f7d4581a8052458704bc47b35f57518

Observation af1736a2-c0f2-4baa-af55-efbed42c6ea6 · outbound

This paper cites Context-aware systems: A literature review and classification.

Model Context Protocols in Adaptive Transport Systems: A Survey Context-aware systems: A literature review and classification

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.484795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.666411Z digest=sha256:2ee31f99fa7204714f9b53974335f8c8ef5ca986d6f3700c23d137aca4729ba7

Observation cf0dd871-9324-4d35-92a8-eef36d52df63 · outbound

This paper cites Understanding and using context.

Model Context Protocols in Adaptive Transport Systems: A Survey Understanding and using context

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.458941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.672363Z digest=sha256:82eca8afb21bed6b0d8fb5709522fdbab43e7206048899b460c0a5578d1b299a

Observation d0b1fd64-8478-4d61-8dca-0d283e4a473c · outbound

This paper cites Deep learning sensor fusion for autonomous vehicle perception and localization: A review.

Model Context Protocols in Adaptive Transport Systems: A Survey Deep learning sensor fusion for autonomous vehicle perception and localization: A review

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.429254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.677610Z digest=sha256:c7f581b3c584614f14503c610478e6ef4f5e15ca65d799947028c2270abe9c56

Observation 525a2ae4-b881-4585-9dee-b0c0a4dfc65d · outbound

This paper cites A comparative review on multi-modal sensors fusion based on deep learning.

Model Context Protocols in Adaptive Transport Systems: A Survey A comparative review on multi-modal sensors fusion based on deep learning

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.396267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.682366Z digest=sha256:439a025d6b1e4941b1ce32266d7996c6c99625961c8623b4c6c37b3656a976e2

Observation cf07ba14-b2ad-4fd1-9a30-b91a17858314 · outbound

This paper cites Perception and sensing for autonomous vehicles under adverse weather conditions: A survey.

Model Context Protocols in Adaptive Transport Systems: A Survey Perception and sensing for autonomous vehicles under adverse weather conditions: A survey

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.373172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.687407Z digest=sha256:33566c6844022cc2c763182f1924dda33d29b4fa833592640d8190e69562123b

Observation c801b249-183f-4d3b-bfbe-2bbae2c1924a · outbound

This paper cites A survey and framework of cooperative perception: From heterogeneous singleton to hierarchical cooperation.

Model Context Protocols in Adaptive Transport Systems: A Survey A survey and framework of cooperative perception: From heterogeneous singleton to hierarchical cooperation

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.333564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.693640Z digest=sha256:acfea7703aa394cb179702df6fb2fa3ea37e60f0fe214bcfcad7935bf0bca0e7

Observation 2c10aaff-fec6-42a9-91f5-40cec6c06bd0 · outbound

This paper cites Toward autonomous vehicles: A survey on cooperative vehicle-infrastructure system.

Model Context Protocols in Adaptive Transport Systems: A Survey Toward autonomous vehicles: A survey on cooperative vehicle-infrastructure system

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.303814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.699149Z digest=sha256:96f95cdf32e5f9c9278846544b8513ab11e479bd3ff3eba67ca51d6c15150039

Observation 54efe7a3-84fc-478c-9b13-c72682de2472 · outbound

This paper cites Mobile edge computing for v2x architectures and applications: A survey.

Model Context Protocols in Adaptive Transport Systems: A Survey Mobile edge computing for v2x architectures and applications: A survey

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.277935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.705866Z digest=sha256:058655bfe9b11b3681143f314feb617c9f3063c5224d45fa3d3274f6bd3c1396

Observation e8d3424a-3a20-419f-a083-9ad927b70de4 · outbound

This paper cites A survey on vehicular task offloading: Classification, issues, and challenges.

Model Context Protocols in Adaptive Transport Systems: A Survey A survey on vehicular task offloading: Classification, issues, and challenges

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.240974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.711710Z digest=sha256:86a77287321011274e99da6f5a5297180da876b397dd0cc6ae1c36f00c6a123f

Observation 4edfaef1-1ee2-4760-84b2-9d9190754876 · outbound

This paper cites Vehicle-to-everything (v2x) in the autonomous vehicles domain– a technical review of communication, sensor, and ai technologies for road user safety.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.210268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.718096Z digest=sha256:1ee947cddd91d009b56d320521392e3d7b23f8e78bcfcf1bb0a48852f7a79caf

Observation fd90d7c2-b56c-4412-b69a-bb7affe6472d · outbound

This paper cites Feature pyramid bilstm: Using smartphone sensors for transportation mode detection.

Model Context Protocols in Adaptive Transport Systems: A Survey Feature pyramid bilstm: Using smartphone sensors for transportation mode detection

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.188549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.723761Z digest=sha256:30f90fde546801417d4740054da8f6cae2282a36ccfbb256b7e18ff1ef8c0879

Observation 18ad3d5d-f229-46b5-992e-5104ce16f074 · outbound

This paper cites A survey on local transport mode detection on the edge of the network.

Model Context Protocols in Adaptive Transport Systems: A Survey A survey on local transport mode detection on the edge of the network

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.166861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.731167Z digest=sha256:223563745737fe0be087fbdc359c0589fa5098ce4825bcad03709b4031f38468

Observation a21e6b81-6c29-4b59-b356-0e7da039923f · outbound

This paper cites Review and evaluation of methods in transport mode detection based on gps tracking data.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.138051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.737469Z digest=sha256:4ecab74144aa97c3930eeb872cb21982bb758bf21f16545cb52b0ba63c561454

Observation db9e1a78-ee45-424d-abcf-53502183b705 · outbound

This paper cites A survey on vision-based driver distraction analysis.

Model Context Protocols in Adaptive Transport Systems: A Survey A survey on vision-based driver distraction analysis

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.109786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.742941Z digest=sha256:4b51b552ae34ad4d1ba027221da5c6ffb692e8e677bec7ef4a69f30f2bbb9a2b

Observation 413aca8b-e650-4196-b5e4-7c600943e942 · outbound

This paper cites Mental models of driver monitoring systems: perceptions of monitoring capabilities in an online us-based sample.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.084524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.749889Z digest=sha256:e0573d9bb649b774f601f26417a7ca9b2d40e4e00b945b8e98fdf8aa502311df

Observation 2df8333d-986e-4621-8146-d68e08e59d5b · outbound

This paper cites Pedestrian intention prediction for autonomous vehicles: A comprehensive survey.

Model Context Protocols in Adaptive Transport Systems: A Survey Pedestrian intention prediction for autonomous vehicles: A comprehensive survey

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.054332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.755431Z digest=sha256:1cebc6d1b24d59bc6874524acb084005490c1eed5dc8891e2433dcc80ba51d41

Observation aad962d6-33dd-4f5d-b11c-fcc624bb16a3 · outbound

This paper cites Pedestrian intention estimation and trajectory prediction based on data and knowledge-driven method.

Model Context Protocols in Adaptive Transport Systems: A Survey Pedestrian intention estimation and trajectory prediction based on data and knowledge-driven method

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:41.028897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.760493Z digest=sha256:63b810715d12895cefc0a4e01228b53bb3cbd86f03c1e36090c88bd0571b568f

Observation f37f9506-fc07-476a-8ef1-bfbff2c5080d · outbound

This paper cites A comprehensive review of deep learning techniques for interaction- aware trajectory prediction in urban autonomous driving.

Model Context Protocols in Adaptive Transport Systems: A Survey A comprehensive review of deep learning techniques for interaction- aware trajectory prediction in urban autonomous driving

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.997112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.767399Z digest=sha256:3a1ddc51359a0e53f6f829073e7a4cae9c6c1b1669c59cfb12ec609870b67c01

Observation 8638f026-a098-436b-8691-80a6519c5d19 · outbound

This paper cites A survey of autonomous vehicle behaviors: Trajectory planning algorithms, sensed collision risks, and user expectations.

Model Context Protocols in Adaptive Transport Systems: A Survey A survey of autonomous vehicle behaviors: Trajectory planning algorithms, sensed collision risks, and user expectations

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.973699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.772565Z digest=sha256:be2c3fda8d48631726e3e42a5f8594a5fcb9cef228420aa6f0761d150fb71fa0

Observation 696ea921-ddaa-417d-94e5-e9ea0233a7f4 · outbound

This paper cites Transport behavior-mining from smartphones: a review.

Model Context Protocols in Adaptive Transport Systems: A Survey Transport behavior-mining from smartphones: a review

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.952613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.778210Z digest=sha256:9bfbfce6a7e89e70bfa3ad941982c45a44d62689c2c4c9a57bc34590ea67b38a

Observation b90b45a0-8cf6-4435-81c0-cf5645f245e9 · outbound

This paper cites A comprehensive survey on sdn and blockchain-based secure vehicular networks.

Model Context Protocols in Adaptive Transport Systems: A Survey A comprehensive survey on sdn and blockchain-based secure vehicular networks

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.928949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.783256Z digest=sha256:908926a8cb4d870f61734d9e9b7f2a2eb68ae5f79341b6a7eb7122f5ef7def94

Observation 89883bc2-2cb9-49c6-8644-8237bd9caed0 · outbound

This paper cites In-band network telemetry: A survey.

Model Context Protocols in Adaptive Transport Systems: A Survey In-band network telemetry: A survey

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.898045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.788577Z digest=sha256:29b18ce10855f08f80a442f5649493c5ac2c970c572f8831374526b6e1cca108

Observation 5c22790f-8b43-4168-85b1-89a9881b5941 · outbound

This paper cites Routing protocols in vehicular adhoc networks (vanets): A comprehensive survey.

Model Context Protocols in Adaptive Transport Systems: A Survey Routing protocols in vehicular adhoc networks (vanets): A comprehensive survey

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.872530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.793813Z digest=sha256:739d00d8d7937374ff72c6b0bf1d404cef9a763af026438f9841ed23277999bb

Observation d615fae4-ff2c-426d-86db-e75f84c9b5ca · outbound

This paper cites Graph neural network for traffic forecasting: A survey.Expert systems with applications, 207:117921, 2022.

Model Context Protocols in Adaptive Transport Systems: A Survey Graph neural network for traffic forecasting: A survey.Expert systems with applications, 207:117921, 2022

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.840359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.799906Z digest=sha256:3ad4aeb0e6b20d556ddfbfe382ab8e56ed7b1516dfd04b08c900b6c85e2fd4ca

Observation 7db1e744-524a-41b9-b01c-06b0a286e300 · outbound

This paper cites Enhancement of traffic forecasting through graph neural network-based information fusion techniques.

Model Context Protocols in Adaptive Transport Systems: A Survey Enhancement of traffic forecasting through graph neural network-based information fusion techniques

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.818689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.804617Z digest=sha256:ffafd7713e38b9f04f3a71e67ad1622e56956de8300444c156182141d58ae124

Observation c73c03c7-5ce7-4f29-a07c-f43ad17da824 · outbound

This paper cites Software-defined networking in vehicular networks: A survey.

Model Context Protocols in Adaptive Transport Systems: A Survey Software-defined networking in vehicular networks: A survey

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.794094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.810419Z digest=sha256:e58e25ca71367d342d3aba2d7b14761350796e87b7a2b16b554e912f79b0bf7a

Observation 47b2635f-bab5-4cf7-ab5f-d855168d4d10 · outbound

This paper cites Edge computing for vehicle to everything: a short review.

Model Context Protocols in Adaptive Transport Systems: A Survey Edge computing for vehicle to everything: a short review

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.771857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.816369Z digest=sha256:26b49c94ef236510b225830d2229676f25e875818f356cbefaee375bfec35726

Observation da639298-bc39-4af9-a6bd-7a693b8d755f · outbound

This paper cites Edge computing based applications in vehicular environments: Comparative study and main issues.

Model Context Protocols in Adaptive Transport Systems: A Survey Edge computing based applications in vehicular environments: Comparative study and main issues

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.741832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.821624Z digest=sha256:f5318f245a15227e35ca12af9b3d747bc9ce2ce525a03f9c45153d20a31fd1cd

Observation 3bb47796-0c34-4636-b972-c9d220c10be9 · outbound

This paper cites Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions.

Model Context Protocols in Adaptive Transport Systems: A Survey Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-05T15:50:39.826599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:50:39.826599Z digest=sha256:dbb04f27eeef0ef50e599ffec317c1b586086f1749a3925ec27655f95c0e4be8

Observation 553ec84f-0191-4c37-927d-87c9f2ba7b04 · outbound

This paper cites Inside the mcp protocol: Revolutionizing data communication and system interoperability.World Journal of Advanced Research and Reviews , 26(1):3055–3071, 2025.

Model Context Protocols in Adaptive Transport Systems: A Survey Inside the mcp protocol: Revolutionizing data communication and system interoperability.World Journal of Advanced Research and Reviews , 26(1):3055–3071, 2025

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.712603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.832573Z digest=sha256:9437d74219bce5a9cacf40928529be0b41aa9d903a222a3a8c1b41e530ad581b

Observation 44570db6-97f0-4476-be74-3b043f6b3615 · outbound

This paper cites Unified world models: Coupling video and action diffusion for pretraining on large robotic datasets, 2025.

Model Context Protocols in Adaptive Transport Systems: A Survey Unified world models: Coupling video and action diffusion for pretraining on large robotic datasets, 2025

Reference 97

Resolution
unresolved
no resolver link, observed 2026-08-05T15:50:39.837640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:50:39.837640Z digest=sha256:8b2758c091d9be6acc57756558d007ad3597dbebef6298c76835f0f4e58391ad

Observation cb9d6488-8006-4680-824d-63a30949e1c7 · outbound

This paper cites A Survey of Network Protocol Fuzzing: Model, Techniques and Directions.

Model Context Protocols in Adaptive Transport Systems: A Survey A Survey of Network Protocol Fuzzing: Model, Techniques and Directions

Reference 98

Resolution
verified exact
local_arxiv, observed 2026-08-05T15:50:39.991571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.843803Z digest=sha256:a1dc466e0ce138d7bd171139b564f8569fcbd4f9e3342052b429607cf188c99b

Observation 2bde9e06-d438-429b-80c3-e32fdad3da80 · outbound

This paper cites A survey of the model context protocol (mcp): Standardizing context to enhance large language models (llms).

Model Context Protocols in Adaptive Transport Systems: A Survey A survey of the model context protocol (mcp): Standardizing context to enhance large language models (llms)

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.676775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.849727Z digest=sha256:1035ec5e25bf009a7f0399b41d5287f75cbfb21656494b6aade4c7c59cd3ccb1

Observation c67d7c75-1cf3-4590-bfc6-5e99a5f4c72f · outbound

This paper cites A survey on concept drift adaptation.

Model Context Protocols in Adaptive Transport Systems: A Survey A survey on concept drift adaptation

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.656319Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.855386Z digest=sha256:651570e64283463f18e536e4c629335eec2238082bdd1ab03d10491d5a27a12d

Observation 129a0a8d-122a-4ccc-9db2-791cc6fb5f00 · outbound

This paper cites Network survey, 2025.

Model Context Protocols in Adaptive Transport Systems: A Survey Network survey, 2025

Reference 101

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:50:40.637820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:50:39.860787Z digest=sha256:e8d31474d0e97527a107d52eff7ba4dd93616272cbffec7dc39465a747c7a301

Pith citing papers

Observation 5138ee2b-150a-417a-97f7-f68c40183301 · inbound

Model Context Protocol (MCP) Tool Descriptions Are Smelly! Towards Improving AI Agent Efficiency with Augmented MCP Tool Descriptions cites this paper.

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

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-02T23:04:28.331843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:04:28.331843Z digest=sha256:3f01be41bd3e20ff7a15db8a64e4bbd9f5db894eda4e5f7be813895e61794a16