Pith. sign in

Paper Citation Record · LEDGER

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features

As of 21 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2503.16441.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2503.16441 v2

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T19:59:51.678519Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

  • verified exact1
  • verified fuzzy29
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15b7a19c-aaa0-49b2-822e-adea7892d3f0 · outbound

This paper cites Leilani Katie Publication, 2024.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Leilani Katie Publication, 2024

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:52.128834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.564187Z digest=sha256:2d6c834dec95feb613e1d96dde82badd65937419ad233ee27f85d9a2918dd5b3

Observation a75f3e77-366a-4568-b8be-fe136da2306a · outbound

This paper cites Artificial intelligence, robotics, advanced technologies and human resource management: a systematic review.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Artificial intelligence, robotics, advanced technologies and human resource management: a systematic review

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:52.118074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.568242Z digest=sha256:24ac6ff362c4e5db1a5df4091bbd39b17a099a16a8298aa7ff1047d02e99cf0e

Observation f6281c0a-27ae-4d18-ae81-8124494bb84f · outbound

This paper cites Autonomous vehicle safety: An interdisciplinary challenge.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Autonomous vehicle safety: An interdisciplinary challenge

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:52.106406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.571241Z digest=sha256:a9f07682f9a46e0176fff3e588186399c3e5fbfd1e011656a31b0daf62f84497

Observation ce827ba2-505f-444c-b3af-d01a455d3bdb · outbound

This paper cites Explainable artificial intelligence (xai) 2.0: A manifesto of open challenges and interdisciplinary research directions.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Explainable artificial intelligence (xai) 2.0: A manifesto of open challenges and interdisciplinary research directions

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:52.095423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.574237Z digest=sha256:5f2bf3c526e61fed78a459b74cbac7fe7eedd718f15e611546fb07ec8bb1a58d

Observation 3e34788f-24df-4074-8939-604dd92b664a · outbound

This paper cites Vision-based topological mapping and localization methods: A survey.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Vision-based topological mapping and localization methods: A survey

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:52.084137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.577404Z digest=sha256:7da19e636d5bf29e140867b110e053b1f5292e318051916029dade3250e7b310

Observation 45f1540b-1000-4407-96a5-6c528b452cb8 · outbound

This paper cites A framework for topological based map building: A solution to autonomous robot navigation in smart cities.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features A framework for topological based map building: A solution to autonomous robot navigation in smart cities

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:52.073090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.580468Z digest=sha256:6232fda986da2aa50b37139a03b8474bc3cc9723a0d1c3a369fcdbd87dd16408

Observation 7f6954d4-7085-4f99-91e1-49241604d18e · outbound

This paper cites A new topological entropy-based approach for measuring similarities among piecewise linear functions.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features A new topological entropy-based approach for measuring similarities among piecewise linear functions

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:52.062329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.583661Z digest=sha256:458a99120eda783ef378603405693e771a6264face07ac585cbf04cb3788edac

Observation 96318c8c-27c9-4035-9781-3d27eec91b18 · outbound

This paper cites Introduction to AI robotics.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Introduction to AI robotics

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:52.051987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.586423Z digest=sha256:3be9dc98cb564186a2823d21fd63be4d6ea26be76a39fa3f7b3418a9cf4fe4a1

Observation 4a5fbe91-28e2-4775-a792-f91b1bcc588b · outbound

This paper cites Pierson and Michael S.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Pierson and Michael S

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:52.041026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.589161Z digest=sha256:78900e174b9469d97d1eb721f0379bc297f63ebdff64669e7aecf552ea3b8db9

Observation cadc41a6-dce8-4dad-a321-203eb3395906 · outbound

This paper cites Deep learning for robotics.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Deep learning for robotics

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:52.029255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.591964Z digest=sha256:9e27e012acb3067a50516235c22e821f0810f87a49eb4db09acf797675fc50ae

Observation fc9fe9d2-a339-4a0b-9c06-99ff8fd42787 · outbound

This paper cites Explainable ai (xai): Core ideas, techniques, and solutions.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Explainable ai (xai): Core ideas, techniques, and solutions

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T19:59:51.595221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T19:59:51.595221Z digest=sha256:371bebe7bc5f1de0346df3f28528a1bc5730591718bdb527e0ab8711e35a4b1d

Observation 2fab3fc2-e721-4a68-8585-ee1fcb756f0d · outbound

This paper cites Explainable ai (xai): A systematic meta-survey of current challenges and future opportunities.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Explainable ai (xai): A systematic meta-survey of current challenges and future opportunities

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T19:59:51.598021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T19:59:51.598021Z digest=sha256:ed7d679f65999b3b6d0b1bcf61461097d1f3439cabe3626be2b6f6095ed0c967

Observation a24013fe-6ab4-4337-a034-a9fbe2287bdb · outbound

This paper cites Trustworthy artificial intelligence: a review.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Trustworthy artificial intelligence: a review

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:51.989920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.601218Z digest=sha256:911b50cc2188ce3056a7441ba439e79677dff97c041a53f29d1e296534adeaf0

Observation c14cf237-85dd-4cbe-a95d-4c018e05a79a · outbound

This paper cites Explainable agents and robots: Results from a systematic literature review.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Explainable agents and robots: Results from a systematic literature review

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:51.978547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.604341Z digest=sha256:9a7bbc51831d418c1a20a7e04b2f06e34bb3c1eaed669e0946e6d53b34c0868d

Observation 530bd903-7f75-4d01-b58a-82f8b5c196db · outbound

This paper cites Explainable artificial intelligence for autonomous driving: A comprehensive overview and field guide for future research directions.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Explainable artificial intelligence for autonomous driving: A comprehensive overview and field guide for future research directions

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T19:59:51.607409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T19:59:51.607409Z digest=sha256:f1678369bcb56cc66534eda3ce7583bfac5b022c4bff198025af5f31aaf2445b

Observation 90df2cd6-329b-4097-a110-d282f9d918e8 · outbound

This paper cites Probabilistic Safety Regions Via Finite Families of Scalable Classifiers.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Probabilistic Safety Regions Via Finite Families of Scalable Classifiers

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-08-07T19:59:51.731696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.610295Z digest=sha256:78d459cd23ce06980d3621704356b4e8e1c4297ce500bf7084b89228337e07b3

Observation 5aca7983-c313-4ed1-81d0-292217ec0ac8 · outbound

This paper cites Ensuring safe social navigation via ex- plainable probabilistic and conformal safety regions.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Ensuring safe social navigation via ex- plainable probabilistic and conformal safety regions

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:51.955849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.613621Z digest=sha256:634e2ffe3d3479a3c38cb846b679711b64067d145c70e5af8745e209def1e4b4

Observation 0d6255ca-50eb-448b-9cc0-c2a48100ce21 · outbound

This paper cites Algebraic topology.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Algebraic topology

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T19:59:51.617137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T19:59:51.617137Z digest=sha256:8c7b0020038f013512feeb3c92b527d65cfcf96fa6b3e01d26b6181bc0bf6466

Observation 4796d024-6424-46e7-abe1-5a3cb21cd7c0 · outbound

This paper cites Topological methods for data modelling.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Topological methods for data modelling

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:51.939245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.620056Z digest=sha256:d327594688fbcc9a5cf00329adfd1954d34d461ec17ff2b5f7df589526222fd1

Observation 2aa1c01c-4115-48bc-9bcc-9a68b1eb8f6e · outbound

This paper cites Computational topology: an introduction.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Computational topology: an introduction

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T19:59:51.623206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T19:59:51.623206Z digest=sha256:36a087581fc91345e8303243897c434fd8e26c0f5b4672caed0fe715fcd0a3a7

Observation 7d44186b-93c7-4ec3-8236-5cc803a1eab9 · outbound

This paper cites de la Paz López and J.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features de la Paz López and J

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:51.922506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.626393Z digest=sha256:23870cf881e256e94674498fc7c86838486a1b8d427da45c125876e0f649946a

Observation 907a4872-b3ce-4194-952b-f406e17820eb · outbound

This paper cites tramotda: A trajectory monitoring system using topological data analysis.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features tramotda: A trajectory monitoring system using topological data analysis

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:51.912597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.629470Z digest=sha256:828145825e276b2640fb358643474ef2c38dbb9e98e9fb0cd8edc613558067da

Observation 5f3eed2f-a25f-4387-abba-691546d7ae75 · outbound

This paper cites Toponav: Topological navigation for efficient exploration in sparse reward environments.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Toponav: Topological navigation for efficient exploration in sparse reward environments

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:51.901049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.632491Z digest=sha256:3fe2284ff4a673c5185cd49db757449b3ed72ba70ecbb6abe2532ca06a7367eb

Observation dc7485ac-aab7-42e5-90cc-275d3ee863d8 · outbound

This paper cites An entropy- based persistence barcode.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features An entropy- based persistence barcode

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:51.890963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.635616Z digest=sha256:23260de5d993b8efea0c7390553a1ae6fc9d13dde4bfe6cd26dfd75f76f42b69

Observation bfc3953c-fa95-4280-8755-64bf1a28ca5f · outbound

This paper cites Characterisation of the idiotypic immune network through persistent entropy.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Characterisation of the idiotypic immune network through persistent entropy

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:51.880521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.638903Z digest=sha256:aa7f35c0ede241def0574c5efd975406e4023199536a3c45b9a3a9a3e3b1c3c7

Observation d453fcf8-c2c3-4270-a400-7096262a9dff · outbound

This paper cites Persistent entropy for separating topological features from noise in vietoris-rips complexes.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Persistent entropy for separating topological features from noise in vietoris-rips complexes

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:51.870010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.642433Z digest=sha256:efd1daea0e8457d7eaff97bae3e23775e32cc1d74763ce7d32d0a1e290c09251

Observation 9e2e3587-c965-48d7-8fed-ed5dc1f958f7 · outbound

This paper cites On the stability of persistent entropy and new summary functions for topological data analysis.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features On the stability of persistent entropy and new summary functions for topological data analysis

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:51.859386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.645340Z digest=sha256:928a59c7a02439bd7b346a413d92960f8e4495455cca8d5b4c718d3ade2d7319

Observation e9550ed7-5c4c-4231-9bec-aeaa058047ff · outbound

This paper cites Extracting insights from the shape of complex data using topology.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Extracting insights from the shape of complex data using topology

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T19:59:51.648993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T19:59:51.648993Z digest=sha256:242f7f9c6036e0a26f0cd73a515d87b8214bd82bdc7004538511fe1ccdce51f8

Observation 43783c20-744a-486f-9d20-feb77030c995 · outbound

This paper cites Interpreting black-box models: a review on explainable artificial intelligence.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Interpreting black-box models: a review on explainable artificial intelligence

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T19:59:51.652332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T19:59:51.652332Z digest=sha256:fa20fc5f50cf15592fb675361963a8991bfefeddb7cfb7bc144e566b1da9fb6e

Observation c772ddd3-a576-4556-aad6-df53c36d3908 · outbound

This paper cites Simplicial complexes of graphs, volume 1928.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Simplicial complexes of graphs, volume 1928

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:51.830692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.655205Z digest=sha256:c5c160955b66ebfccbe7df187a0c6c21d24bab64d65db6e9a250a5cd21ef171f

Observation b3f1a4e7-9cf9-48a2-88ec-a497260564c1 · outbound

This paper cites Elements of algebraic topology.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Elements of algebraic topology

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T19:59:51.658017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T19:59:51.658017Z digest=sha256:25ff2f85ca6b53fc4f9a7333613fa8bf2588ab632ef9fc3ea0905b978ddca439

Observation 2b593291-fd4b-4e99-9d40-2ba384149c28 · outbound

This paper cites Barcodes: the persistent topology of data.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Barcodes: the persistent topology of data

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:51.807874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.660664Z digest=sha256:3f2164c44fa2d5d9ce7fa8611b2a5c8c9d145a16f5de67e6dbb501de79f3020a

Observation 2d53af79-0b92-4e95-bfc0-d42c003f19d4 · outbound

This paper cites Stability of persistence diagrams.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Stability of persistence diagrams

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:51.796602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.663558Z digest=sha256:8a0a3cdff496bd4cf90791afc7ab88a9afa2ed2636800557f2bf959ece38e50c

Observation 758917f9-b807-49ab-87d7-995c977602db · outbound

This paper cites Cross-conformal predictors.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Cross-conformal predictors

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:51.786661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.666710Z digest=sha256:34e0a73f37b3736e56129b534c8de2e578e40dbc5930bb059c1764d7bc17b47f

Observation 7ee1933b-918a-4384-bb39-d31f0e423ad1 · outbound

This paper cites Conformal predictions for probabilistically robust scalable machine learning classification.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Conformal predictions for probabilistically robust scalable machine learning classification

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:51.776034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.669586Z digest=sha256:5601103739d348b727124219479ee21b765b531a0d36a6331b92f396add36eaa

Observation 0aa90236-6e08-4cdc-9be1-933bdc4eb345 · outbound

This paper cites Interpretable Machine Learning.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Interpretable Machine Learning

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:51.765200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.672229Z digest=sha256:02a31267cf8eac623ac53bc3f8c900c4587636f0a6af151da28981cfc3807772

Observation 12f49b93-ffb5-4d34-b71a-b7d7997ed150 · outbound

This paper cites A novel integration of data-driven rule generation and computational argumentation for enhanced explainable ai.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features A novel integration of data-driven rule generation and computational argumentation for enhanced explainable ai

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:51.754053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.675517Z digest=sha256:5b4ad64facfbbeeea3d48b954b4b16366bddfdf2fef86e15e4d840f1202a8f0b

Observation aa7caddb-7fa3-4764-99f2-894ccd79616c · outbound

This paper cites Gambardella, Guy Theraulaz, and Gianni A.

Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features Gambardella, Guy Theraulaz, and Gianni A

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T19:59:51.743397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-07T19:59:51.678519Z digest=sha256:b42dc8ff7693607857a2dd0dbda8aeff85ce19586e623147211018e7e11b1181

Pith citing papers

No inbound Pith citation observations are available.