Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:32:17.558121Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2608.10025.
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 2026-08-14T04:32:17.558121Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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
65 of 65 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d53d2ba5-9eab-4bdf-81c1-31c96de99037 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Keeping safe on the roads: series of standards for vehicle electronics functional safety just updated,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 710ff8e8-0b8a-449e-855d-33f4fbe58252 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Overview of the second edition of ISO 26262: Functional safety—road vehicles,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bf7f79fd-ef98-4da5-8934-a46f8c9b81d7 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software ISO 26262-6:2018 road vehicles — functional safety — part 6: Product development at the software level,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 597f443b-7d5a-4a9b-888d-fd41bff9d57d · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software ISO 26262-8:2018 road vehicles — functional safety — part 8: Supporting processes,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9d6a47ac-828f-44dd-94fd-3c0ead67f069 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software The Role of Confirmation Measures in ISO 26262 Functional Safety Automotive Products,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cd20e333-c41d-4d2d-b075-bd3c09bb4543 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Assurance 2.0: A Manifesto
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84e3dbc0-fce2-4be0-ab1a-8996f9e2ea92 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Assessing Confidence with Assurance 2.0
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76153e7d-7d83-4e27-bb43-24ba44aa98a4 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software A scalable framework for safety assurance of self-driving vehicles based on assurance 2.0,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d59ffc8e-0c61-437c-9068-7f0ec389e77a · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Toward a formalism for conservative claims about the dependability of software-based systems,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 42899da0-f60f-4cd0-b71f-d84de760df87 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Software fault-freeness and reliability predictions,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4dc1ab10-52fa-494e-b4c5-94d43fd4744e · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software On reliability assessment when a software-based system is replaced by a thought- to-be-better one,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b8bd2be7-ceb1-4122-bf02-27efa64f99f3 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Conservative confidence bounds in safety, from generalised claims of improvement & statistical evidence,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 87352e9d-3065-41d7-b932-44ca8f60f390 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Loss-size and reliability trade-offs amongst diverse re- dundant binary classifiers,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a34bb8b0-7fb7-42ce-9152-bbf938fa6ea1 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Assessing the safety and reliability of autonomous vehicles from road testing,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3b4e2842-eeed-4389-a58a-61cd0d60245e · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Assessing safety-critical systems from operational testing: A study on autonomous vehicles,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2b28087d-0855-4370-83a6-2e9141c430cf · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software The unnecessity of assuming statistically independent tests in bayesian software reliability assessments,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7c5c3024-7c8f-4fd5-a8f3-295ba93da45c · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Demonstrating software reliability using possibly correlated tests: Insights from a conservative bayesian approach,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 783df42e-e057-4a89-ab1f-f00c1c8099da · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Bootstrapping confidence in future safety from past safe operation,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e957dd6a-f16d-4e2b-bbd0-75b381a3fd08 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Arguing safety of an improved autonomous vehicle from safe operation before the change: new results,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b47ca99d-8138-449c-9170-b80b3dc02c82 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Using pre-change opera- tional evidence for predicting post-change reliability, given prior confi- dence in fault-freeness,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 108f912c-6aca-4725-a885-9322847640fa · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Doubt in safety claims is inevitable: What is its impact, what can be done about it?
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ad137c1c-74cf-4554-8df4-1de23d3ed7dc · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Robust bayesian analysis: Sensitivity to the prior,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f7807eb4-5d25-448f-9f05-cb21072f09ee · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Robust bayes and empirical bayes analysis withϵ-contaminated priors,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28f5e294-a7ac-49db-9dd0-a50cfbe6d258 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Walley,Statistical Reasoning with Imprecise Probabilities
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation eb69d559-5331-47a1-b2ef-5de105badadc · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Robust bayesian analysis withϵ- contaminations partially known,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ae7b7cbc-bbe5-446f-b954-95928a20a973 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software An overview of robust Bayesian analysis,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e970604e-cafd-472a-a24f-01354cc5c999 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Conservative software reliability assessments using collections of bayesian inference problems,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d08de3b-135b-4562-9cf3-e020d8b5ac5b · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Driving to safety: How many miles of driving would it take to demonstrate autonomous vehicle reliability?
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd9946d9-9826-4fb4-b2e9-a834b4d5bf72 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Dynamic safety assessment of autonomous vehicle based on multivariate bayesian inference (DyA VSA),
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 72511388-1e8a-4dc6-b51d-de8126253006 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Survey on scenario-based safety assessment of automated vehicles,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e971085-4ebb-46cb-8898-17bf311ffa77 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software On the need for a statistical foundation in scenario-based testing of autonomous vehicles,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 084ac34d-eaeb-47f6-a1d7-624a9c66de60 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Accelerated evaluation of automated vehicles safety in lane-change scenarios based on importance sampling techniques,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8bd19fa0-2bd6-4299-989f-3f430b55a024 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Scal- able end-to-end autonomous vehicle testing via rare-event simulation,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ccab9873-a07e-4726-a136-a608f9dd6228 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Diagnostic tests. 1: Sensitivity and specificity,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fa74e137-65e3-47d6-9b8d-67cc8b34e7b6 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software A systematic analysis of performance measures for classification tasks,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c38ed965-6e91-41bb-9e63-04f6fe0d9bb2 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software The relationship between precision-recall and roc curves,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e8f66ec1-45ba-4760-b954-e2319d8e4cb8 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software An introduction to ROC analysis,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3b81ce4-bf3b-4d22-9b18-72b579de6988 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software The meaning and use of the area under a receiver operating characteristic (ROC) curve,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d1b54037-b276-4d38-bdf7-c5c543342955 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software The precision-recall plot is more informative than the ROC plot when evaluating binary classifiers on imbalanced datasets,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c27e5a39-9a3d-4986-a34c-b5344f97ba4b · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Bayesian semi- parametric roc analysis,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 88f5b1b0-8d22-496c-bf4c-d625871ed4a2 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Bayesian semiparametric roc curve estimation and disease diagnosis,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 918e537d-5790-488a-af9f-7cee3db5d7d1 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Bayesian bootstrap estimation of roc curve,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bebf3254-6d6d-419b-98d4-d4958edc2404 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Bayesian inferences for receiver operating characteristic curves in the absence of a gold standard,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0bc1f8e1-3a5c-4d1e-bf44-55f7ecd07d4f · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Perception, planning, control, and coordination for autonomous vehicles,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5cd065e3-2370-4f15-8a68-910d97c95636 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Planning and decision- making for autonomous vehicles,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a46dcfd9-32f4-4604-aa2c-9a54f9b6703c · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Safe automated driving: Requirements and architectures,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3f941442-63d2-4071-b20d-5ac8f8cc0f47 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Impact of machine learning on safety monitors,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 20cddb54-1f03-4ae7-9f27-cd21c9db55d3 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software A safety monitoring concept for fully automated driving,
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b48b3d3-5626-42c4-8ad1-1bfff9054797 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Co-design of out-of-distribution detectors for autonomous emergency braking systems,
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 416db90a-b639-4504-89c5-2ea7e05b7226 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Certified Control: An Architecture for Verifiable Safety of Autonomous Vehicles
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35c53377-a940-40c3-8559-2e643c292487 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Challenges in autonomous vehicle testing and validation,
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 72587ea7-a54e-4ac5-b9d2-9561155b2a8e · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Failure correlation in software reliability models,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f4da7035-22fb-4de4-987b-07fb37cda767 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Time-dependent error-detection rate model for software reliability and other performance measures,
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55e673e3-0e88-437e-aa3d-cc1830680339 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Validation of ultra-high dependability for software-based systems,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6784dc0d-365f-4b7a-902d-685444207b4f · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Guidelines for statistical testing,
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e67c53f6-0397-4560-ba17-071776c724fc · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Fixed-Point Characterisations of Extremal Distributions under Partial Distributional Constraints
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a2f8fc50-c7ba-45ba-9ccd-5e79c8234b86 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Why black-box bayesian safety assessment of autonomous vehicles is problematic and what can be done about it?
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bee37a23-f9a6-4b0d-9a5a-d442a47a1e34 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Assurance cases and prescriptive software safety certification: A comparative study,
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b6cf50d4-70ad-44c7-bf26-50b4423da8c4 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software O’Hagan, C
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9c8317e0-177a-491e-a214-bb391a5c89fa · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Statistical methods for eliciting probability distributions,
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 57ebdf81-a1fb-4ba8-a5b5-74cfa1fe9d01 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Using ranked nodes to model qualitative judgments in bayesian networks,
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 889162f0-1dbf-46cb-820b-690da0500d2f · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software When does “Diversity
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4fb147d6-f16f-491c-9cc7-a3232099a657 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software The variation of software survival time for different operational input profiles (or why you can wait a long time for a big bug to fail),
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0084a132-2372-41e7-8fcd-c2486d3f20fe · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Available: https://journals.plos.org/plosone/article?id= 10.1371/journal.pone.0118432
Reference 2015
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2410f9ba-6c2d-44e0-bd4d-f5ea4bdec275 · outbound
The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software Available: https://www.mdpi.com/2075-1702/5/1/6
Reference 2017
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
No inbound Pith citation observations are available.