Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:43:40.571476Z
Paper Citation Record · LEDGER
A Methodological Framework for Measuring Spatial Labeling Similarity
As of 18 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2505.14128.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:11:00.155175Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T14:11:01.386305Z
Reference resolution
36 of 36 outbound references displayed
- verified exact1
- verified fuzzy33
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 5c456f30-5c00-44e6-9468-9fc376b45705 · outbound
This paper cites Testing for presence of known and un- known molecules in imaging mass spectrometry.Bioin- formatics, 29(18):2335–2342,.
A Methodological Framework for Measuring Spatial Labeling Similarity Testing for presence of known and un- known molecules in imaging mass spectrometry.Bioin- formatics, 29(18):2335–2342,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:50.091509Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cc8e346a-c2d8-4d0e-bdf8-f47126fa9626 · outbound
This paper cites Polar factorization and mono- tone rearrangement of vector-valued functions.Communi- cations on pure and applied mathematics, 44(4):375–417,.
A Methodological Framework for Measuring Spatial Labeling Similarity Polar factorization and mono- tone rearrangement of vector-valued functions.Communi- cations on pure and applied mathematics, 44(4):375–417,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:48.868671Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ec9bfca8-a24e-4c81-8e0f-c61bb3f5640b · outbound
This paper cites Exploring network structure, dynam- ics, and function using networkx.
A Methodological Framework for Measuring Spatial Labeling Similarity Exploring network structure, dynam- ics, and function using networkx
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:46.434763Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 69d429aa-ffa2-48c2-85ce-73d89e98464f · outbound
This paper cites A short tutorial on the weisfeiler-lehman test and its variants.
A Methodological Framework for Measuring Spatial Labeling Similarity A short tutorial on the weisfeiler-lehman test and its variants
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:45.470078Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0a54bedb-c85b-4660-b25e-0a397e77a6f5 · outbound
This paper cites John Wiley & Sons,.
A Methodological Framework for Measuring Spatial Labeling Similarity John Wiley & Sons,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:45.090505Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ef8402be-e851-4f4f-973d-43a0fc56c90b · outbound
This paper cites Sliced wasserstein kernels for probabil- ity distributions.
A Methodological Framework for Measuring Spatial Labeling Similarity Sliced wasserstein kernels for probabil- ity distributions
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:44.765043Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cd29ccec-e6b3-4813-973b-7b04437f691a · outbound
This paper cites Objective criteria for the evaluation of clustering methods.Journal of the Ameri- can Statistical association, 66(336):846–850,.
A Methodological Framework for Measuring Spatial Labeling Similarity Objective criteria for the evaluation of clustering methods.Journal of the Ameri- can Statistical association, 66(336):846–850,
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:43.371687Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 62a6dbfa-cab8-4335-b4d4-65ee37513e47 · outbound
This paper cites Silhouettes: a graph- ical aid to the interpretation and validation of cluster anal- ysis.Journal of computational and applied mathematics, 20:53–65,.
A Methodological Framework for Measuring Spatial Labeling Similarity Silhouettes: a graph- ical aid to the interpretation and validation of cluster anal- ysis.Journal of computational and applied mathematics, 20:53–65,
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:42.950785Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8c061397-c8ef-4d1f-ab30-7baaf1e7d16b · outbound
This paper cites An irregular spatial cluster detection combining the genetic algorithm.
A Methodological Framework for Measuring Spatial Labeling Similarity An irregular spatial cluster detection combining the genetic algorithm
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:42.493863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fda2bc04-4831-4623-b3a2-318ed56ff4fe · outbound
This paper cites Recall, precision and average preci- sion.Department of Statistics and Actuarial Science, Uni- versity of Waterloo, Waterloo, 2(30):6,.
A Methodological Framework for Measuring Spatial Labeling Similarity Recall, precision and average preci- sion.Department of Statistics and Actuarial Science, Uni- versity of Waterloo, Waterloo, 2(30):6,
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:41.512034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 39fed3f5-f2ef-4df0-8544-5d37f6002304 · outbound
This paper cites A kernelk(s i, sj) = exp(−ψf(s i, sj)), ψ >0is positive definite⇐ ⇒fis conditionally negative definite.
A Methodological Framework for Measuring Spatial Labeling Similarity A kernelk(s i, sj) = exp(−ψf(s i, sj)), ψ >0is positive definite⇐ ⇒fis conditionally negative definite
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:41.024924Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cb77eac5-44b7-459e-9fdb-18617a88388f · outbound
This paper cites V-measure: A conditional entropy-based external cluster evaluation measure.
A Methodological Framework for Measuring Spatial Labeling Similarity V-measure: A conditional entropy-based external cluster evaluation measure
Reference 1971
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:43.173120Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 042ece06-c7ff-4587-9a3d-9045dd2cd70c · outbound
This paper cites Deciphering spatial domains from spatially resolved tran- scriptomics with an adaptive graph attention auto-encoder.
A Methodological Framework for Measuring Spatial Labeling Similarity Deciphering spatial domains from spatially resolved tran- scriptomics with an adaptive graph attention auto-encoder
Reference 1979
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:47.930526Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 30f65dd0-b00e-4b07-8702-0dd1197b59bd · outbound
This paper cites Sliced and radon wasserstein barycenters of measures.Journal of Mathematical Imaging and Vision, 51:22–45,.
A Methodological Framework for Measuring Spatial Labeling Similarity Sliced and radon wasserstein barycenters of measures.Journal of Mathematical Imaging and Vision, 51:22–45,
Reference 1984
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:49.332439Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8c99dae8-ecc8-481b-9892-e143150d6db0 · outbound
This paper cites Spa- tially aware dimension reduction for spatial transcrip- tomics.Nature communications, 13(1):7203,.
A Methodological Framework for Measuring Spatial Labeling Similarity Spa- tially aware dimension reduction for spatial transcrip- tomics.Nature communications, 13(1):7203,
Reference 1987
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:42.775013Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bd0505be-4fa7-44a0-a633-970ba96d9575 · outbound
This paper cites Domain Adaptive and Fine-grained Anomaly Detection for Single-cell Sequencing Data and Beyond.
A Methodological Framework for Measuring Spatial Labeling Similarity Domain Adaptive and Fine-grained Anomaly Detection for Single-cell Sequencing Data and Beyond
Reference 1990
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T15:43:40.786644Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 70d9f2e1-a2f3-425c-bab9-27d241be9063 · outbound
This paper cites an unresolved cited work.
A Methodological Framework for Measuring Spatial Labeling Similarity Unresolved cited work
Reference 1991
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:43:48.631300Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2c48521d-ac59-4a5d-aba4-5ab7339d28d0 · outbound
This paper cites The dynamic hungarian algorithm for the assignment problem with changing costs.
A Methodological Framework for Measuring Spatial Labeling Similarity The dynamic hungarian algorithm for the assignment problem with changing costs
Reference 1993
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:43.952479Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 77016ff2-dc52-4f22-85da-f7bcebf93668 · outbound
This paper cites John Wiley & Sons,.
A Methodological Framework for Measuring Spatial Labeling Similarity John Wiley & Sons,
Reference 1997
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:48.315106Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 071f2887-69e6-45a1-abaf-9fdda8d13481 · outbound
This paper cites Construction of permuta- tion tests.Journal of the American Statistical Association, 85(411):693–698,.
A Methodological Framework for Measuring Spatial Labeling Similarity Construction of permuta- tion tests.Journal of the American Statistical Association, 85(411):693–698,
Reference 1998
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:42.055969Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7ca83844-b377-4bc8-9005-5fa312213a2e · outbound
This paper cites A cluster separation measure.IEEE transactions on pattern analysis and machine intelligence, (2):224– 227,.
A Methodological Framework for Measuring Spatial Labeling Similarity A cluster separation measure.IEEE transactions on pattern analysis and machine intelligence, (2):224– 227,
Reference 1999
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:48.101622Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f59b29bf-4fd0-4802-80fa-1f9a55a15983 · outbound
This paper cites an unresolved cited work.
A Methodological Framework for Measuring Spatial Labeling Similarity Unresolved cited work
Reference 2001
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T15:43:45.822350Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a7e220b8-1ab4-4953-a9f6-21c218504f37 · outbound
This paper cites const: an interpretable multi-modal contrastive learning framework for spatial transcriptomics.” biorxiv.
A Methodological Framework for Measuring Spatial Labeling Similarity const: an interpretable multi-modal contrastive learning framework for spatial transcriptomics.” biorxiv
Reference 2004
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:41.327398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1a8b2510-c120-413f-a7e3-51f04a7995bc · outbound
This paper cites A kernel two-sample test.The Journal of Machine Learning Research, 13(1):723–773,.
A Methodological Framework for Measuring Spatial Labeling Similarity A kernel two-sample test.The Journal of Machine Learning Research, 13(1):723–773,
Reference 2005
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:47.095096Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c6f091c1-4dfa-4abc-931b-276b7b9b0e18 · outbound
This paper cites Wasserstein barycenter and its ap- plication to texture mixing.
A Methodological Framework for Measuring Spatial Labeling Similarity Wasserstein barycenter and its ap- plication to texture mixing
Reference 2007
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:43.660964Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ce01d191-f088-452e-b0af-7d98b6505839 · outbound
This paper cites On clustering validation tech- niques.Journal of intelligent information systems, 17:107–145,.
A Methodological Framework for Measuring Spatial Labeling Similarity On clustering validation tech- niques.Journal of intelligent information systems, 17:107–145,
Reference 2008
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:46.096058Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b44b38c6-29ae-4291-a882-7980f5a1db43 · outbound
This paper cites Data filtering and its prioritization in pipelines for spatial segmentation of mass spectrometry imaging.Analytical chemistry, 93(11):4788–4793,.
A Methodological Framework for Measuring Spatial Labeling Similarity Data filtering and its prioritization in pipelines for spatial segmentation of mass spectrometry imaging.Analytical chemistry, 93(11):4788–4793,
Reference 2012
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:46.825306Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 25cac8a2-5fb2-49f4-8f93-7ec14998ebed · outbound
This paper cites Spatial deconvolution of her2- positive breast tumors reveals novel intercellular relation- ships.bioRxiv, pages 2020–07,.
A Methodological Framework for Measuring Spatial Labeling Similarity Spatial deconvolution of her2- positive breast tumors reveals novel intercellular relation- ships.bioRxiv, pages 2020–07,
Reference 2013
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:49.878698Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4a6388b9-aa92-4ece-974e-94a8dbfba6f0 · outbound
This paper cites Mars: discovering novel cell types across heterogeneous single-cell experiments.Na- ture methods, 17(12):1200–1206,.
A Methodological Framework for Measuring Spatial Labeling Similarity Mars: discovering novel cell types across heterogeneous single-cell experiments.Na- ture methods, 17(12):1200–1206,
Reference 2015
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:49.085780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a1b9231c-6c0b-4e2f-b363-d2014d22c318 · outbound
This paper cites Spatially informed clustering, integration, and deconvolution of spatial transcriptomics with graphst.
A Methodological Framework for Measuring Spatial Labeling Similarity Spatially informed clustering, integration, and deconvolution of spatial transcriptomics with graphst
Reference 2016
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:44.458885Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 41f2207d-e8e4-4dd4-8a98-c7ae5fd6da3d · outbound
This paper cites Collective dynamics of ‘small-world’networks.
A Methodological Framework for Measuring Spatial Labeling Similarity Collective dynamics of ‘small-world’networks
Reference 2019
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:42.277737Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6699675f-e820-4898-b0d4-9e9205944fd9 · outbound
This paper cites Theory of reproduc- ing kernels.Transactions of the American mathematical society, 68(3):337–404,.
A Methodological Framework for Measuring Spatial Labeling Similarity Theory of reproduc- ing kernels.Transactions of the American mathematical society, 68(3):337–404,
Reference 2020
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:49.607824Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0d22aedf-4f24-46f3-a123-c67bc0f06e6f · outbound
This paper cites A probabilistic interpretation of precision, recall and f- score, with implication for evaluation.
A Methodological Framework for Measuring Spatial Labeling Similarity A probabilistic interpretation of precision, recall and f- score, with implication for evaluation
Reference 2021
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:47.366721Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3dfcdbe2-e67a-45c3-bd25-8e027b509e21 · outbound
This paper cites Advances in spatial transcriptomic data analysis.Genome research, 31(10):1706–1718,.
A Methodological Framework for Measuring Spatial Labeling Similarity Advances in spatial transcriptomic data analysis.Genome research, 31(10):1706–1718,
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:47.664910Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e3c776bd-5b71-4930-9e50-7e0dc17c4266 · outbound
This paper cites Accuracy measures: theoretical and practical concerns.International journal of forecasting, 9(4):527–529,.
A Methodological Framework for Measuring Spatial Labeling Similarity Accuracy measures: theoretical and practical concerns.International journal of forecasting, 9(4):527–529,
Reference 2023
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:44.205892Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7ba28b15-2e2c-4265-a07c-58febc8a78d8 · outbound
This paper cites Benchmarking spatial clustering methods with spatially resolved transcriptomics data.Nature Meth- ods, 21(4):712–722,.
A Methodological Framework for Measuring Spatial Labeling Similarity Benchmarking spatial clustering methods with spatially resolved transcriptomics data.Nature Meth- ods, 21(4):712–722,
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T15:43:41.795850Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
Observation 9f49303a-c09f-4287-bd63-4352c8fb7fa5 · inbound
Learning Optimal Multimodal Information Bottleneck Representations cites this paper.
Learning Optimal Multimodal Information Bottleneck Representations A Methodological Framework for Measuring Spatial Labeling Similarity
Reference 2024
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T14:11:01.421905Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.