Paper Citation Record · LEDGER

Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing

As of 22 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2608.11704.

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

pith.paper-citation-record.v1
2608.11704 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:35:53.933745Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

19 of 19 outbound references displayed

verified exact1
verified fuzzy14
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5ed652d5-26f3-48bc-9a12-c36a6125dd91 · outbound

This paper cites Time series classification: A review of algorithms and implementations,.

Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing Time series classification: A review of algorithms and implementations,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:35:54.231766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 45069643-c746-4909-8512-df6adc084493 · outbound

This paper cites Classification in the presence of label noise: a survey.

Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing Classification in the presence of label noise: a survey

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:35:54.220057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b041b9e5-2822-476b-80b7-7dab89341576 · outbound

This paper cites CTW: Confident time-warping for time-series label-noise learn- ing.

Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing CTW: Confident time-warping for time-series label-noise learn- ing

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:35:54.208160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a3b3e928-fd61-4e53-b018-1c054e6030d2 · outbound

This paper cites Scale-teaching: Robust multi-scale training for time series classification with noisy labels,.

Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing Scale-teaching: Robust multi-scale training for time series classification with noisy labels,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:35:54.196287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4d549e0a-f147-4ba5-8f6b-68352d042c9b · outbound

This paper cites A review on distance based time series classification,.

Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing A review on distance based time series classification,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:35:54.184402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 98a96c7d-a52e-4469-9b0d-cefc44aa59ff · outbound

This paper cites Dynamic programming algorithm optimization for spoken word recognition,.

Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing Dynamic programming algorithm optimization for spoken word recognition,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:53.882250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dadaff83-87b3-40d4-abb2-48da8c95f7e5 · outbound

This paper cites Granular-ball computing: an efficient, robust, and interpretable adaptive multi-granularity representation and computation method.

Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing Granular-ball computing: an efficient, robust, and interpretable adaptive multi-granularity representation and computation method

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:53.886339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d19df9b2-e924-4899-89e6-71b562acb8cc · outbound

This paper cites Granular ball computing classifiers for efficient, scalable and robust learning,.

Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing Granular ball computing classifiers for efficient, scalable and robust learning,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:35:54.165436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 431637f1-94cb-483f-8cc2-94404699f34a · outbound

This paper cites The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances,.

Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:35:54.153770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6d5199c0-f675-4e14-9599-d0d0a6962432 · outbound

This paper cites Searching and mining trillions of time series subsequences under dynamic time warping,.

Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing Searching and mining trillions of time series subsequences under dynamic time warping,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:35:54.141446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 59aa93d2-2161-4120-9d95-cfb702b2aef5 · outbound

This paper cites An efficient spectral clustering algorithm based on granular-ball,.

Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing An efficient spectral clustering algorithm based on granular-ball,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:35:54.129991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f4965b03-d69a-4235-9bfb-cdb8382a2484 · outbound

This paper cites Robust and efficient learning with granular ball support vector regression,.

Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing Robust and efficient learning with granular ball support vector regression,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:35:54.118388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c84cd101-1134-49d8-a270-0900e7f8bbb2 · outbound

This paper cites Multi-reservoir echo state networks with sequence resampling for nonlinear time-series prediction,.

Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing Multi-reservoir echo state networks with sequence resampling for nonlinear time-series prediction,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:35:54.106530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6ae0f017-7cc5-41a0-b986-3c17baba22aa · outbound

This paper cites Efficient Time Series Clustering from Multiscale Reservoir Dynamics with Granular-Ball Anchoring Graph Optimization.

Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing Efficient Time Series Clustering from Multiscale Reservoir Dynamics with Granular-Ball Anchoring Graph Optimization

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:35:54.037256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7910c5b1-9234-4f03-bc20-d0fa548839dd · outbound

This paper cites Finding time series anomalies using granular-ball vector data description,.

Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing Finding time series anomalies using granular-ball vector data description,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:35:54.093815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 20fa563f-0123-4e9f-91bf-51c6dcdf2ce1 · outbound

This paper cites Nearest neighbor pattern classification,.

Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing Nearest neighbor pattern classification,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:53.921811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33172a88-ee57-4ec2-a5dd-d7c917425f0c · outbound

This paper cites The ucr time series archive,.

Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing The ucr time series archive,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:35:54.073581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bb7f4919-9cd6-44b4-8dbd-ce8ccf9c07e6 · outbound

This paper cites The multiverse of time series machine learning: an archive for multivariate time series classifi- cation,.

Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing The multiverse of time series machine learning: an archive for multivariate time series classifi- cation,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T00:35:53.929987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6d4441f-ea0c-450f-aff4-b95dfcbeabf4 · outbound

This paper cites Confident learning: Estimating uncertainty in dataset labels,.

Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing Confident learning: Estimating uncertainty in dataset labels,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:35:54.061902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.