Paper Citation Record · LEDGER

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing

As of 21 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2608.12903.

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pith.paper-citation-record.v1
2608.12903 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:00:44.797046Z

measured 41 of 41 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

41 of 41 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 71cc643b-554c-4e6c-8bae-077dbbe8c230 · outbound

This paper cites A simple knn algorithm for text catego- rization,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing A simple knn algorithm for text catego- rization,

Reference 1

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Observation ec2a72bb-e49d-4219-a44e-833900d66be8 · outbound

This paper cites Application of k-nearest-neighbor decision rule in vowel recognition,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Application of k-nearest-neighbor decision rule in vowel recognition,

Reference 2

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Observation a7d988ae-b295-4245-aba5-05bc04528d54 · outbound

This paper cites High-resolution mobile fingerprint matching via deep joint knn-triplet embedding,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing High-resolution mobile fingerprint matching via deep joint knn-triplet embedding,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:45.199609Z

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Observation 881fdf88-9f1e-4b4b-a339-145ef7ebe88b · outbound

This paper cites Handwritten character recog- nition using cnn, knn and svm,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Handwritten character recog- nition using cnn, knn and svm,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:45.189809Z

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Observation d50b7272-44da-4aed-867b-a02fc4f3df8f · outbound

This paper cites Intelligent handwritten recognition using hybrid cnn architectures based-svm classifier with dropout,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Intelligent handwritten recognition using hybrid cnn architectures based-svm classifier with dropout,

Reference 5

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Observation 1de86e6f-4ee1-481c-aa4e-b4fbb3582e35 · outbound

This paper cites Hierarchical text classification with multi-label contrastive learning and knn,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Hierarchical text classification with multi-label contrastive learning and knn,

Reference 6

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Observation 1b662a05-74e3-4bc3-8244-be9513472e0a · outbound

This paper cites Efficientnet-lite and hybrid cnn-knn implementation for facial expression recognition on raspberry pi,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Efficientnet-lite and hybrid cnn-knn implementation for facial expression recognition on raspberry pi,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:45.162296Z

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Observation 0218889c-1253-4642-aea5-70a1cfc33593 · outbound

This paper cites Distance encoded product quanti- zation for approximate k-nearest neighbor search in high-dimensional space,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Distance encoded product quanti- zation for approximate k-nearest neighbor search in high-dimensional space,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:45.152095Z

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Observation b60f2c68-b772-4caf-a559-f5ad1c0e371c · outbound

This paper cites K-nearest neighbor finding using maxnearestdist,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing K-nearest neighbor finding using maxnearestdist,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:45.142793Z

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Observation 7f5274f4-bdc0-4616-949b-2f799d1b3055 · outbound

This paper cites Fast k-nearest neighbor classification using cluster-based trees,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Fast k-nearest neighbor classification using cluster-based trees,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:45.132767Z

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.

Observation 1e3a9bc7-71bf-44dc-9c80-0d99dfa6eefa · outbound

This paper cites A fast k nearest neighbor finding algorithm based on the ordered partition,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing A fast k nearest neighbor finding algorithm based on the ordered partition,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:45.122430Z

Source-reported events for the cited work

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Observation 3e114b81-e1ad-4e31-b814-46dad31e9cbc · outbound

This paper cites Classification bias of the k-nearest neighbor algorithm,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Classification bias of the k-nearest neighbor algorithm,

Reference 12

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Observation 65140fc9-c3e4-4030-9001-1d27093a6135 · outbound

This paper cites Survey on exact knn queries over high-dimensional data space,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Survey on exact knn queries over high-dimensional data space,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:45.101033Z

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

Observation da76bab7-4412-4fc0-8402-b9efcab50631 · outbound

This paper cites On optimum choice of k in nearest neighbor classifi- cation,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing On optimum choice of k in nearest neighbor classifi- cation,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:45.091010Z

Source-reported events for the cited work

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Observation f2da0f00-34c8-4e49-83b3-029f9a1ce406 · outbound

This paper cites Locally adaptive metric nearest-neighbor classification,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Locally adaptive metric nearest-neighbor classification,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:45.080474Z

Source-reported events for the cited work

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Observation 1a28ab77-d13a-451a-869e-94e5651dca06 · outbound

This paper cites An affinity-based new local distance function and similarity measure for knn algorithm,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing An affinity-based new local distance function and similarity measure for knn algorithm,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:45.068445Z

Source-reported events for the cited work

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Observation 310dce9b-9743-4032-a584-91d5c3b46241 · outbound

This paper cites Reverse nearest neighbors search in ad hoc subspaces,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Reverse nearest neighbors search in ad hoc subspaces,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:45.057667Z

Source-reported events for the cited work

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Observation 5fd6c9ba-95ce-404a-977c-5d7bf323cb25 · outbound

This paper cites A geometric-based clustering method using natural neighbors,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing A geometric-based clustering method using natural neighbors,

Reference 18

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Observation 3d66ff22-9b1a-4d59-a380-149c9dbaa983 · outbound

This paper cites Natural neighbor: A self-adaptive neighborhood method without parameter k,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Natural neighbor: A self-adaptive neighborhood method without parameter k,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:45.035288Z

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Observation 8b450133-8d36-448c-81d4-df697653be8f · outbound

This paper cites Gnan: A natural neighbor search algorithm based on universal gravita- tion,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Gnan: A natural neighbor search algorithm based on universal gravita- tion,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:45.024884Z

Source-reported events for the cited work

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Observation b7958886-e5ab-4ce8-ad5c-d7ed8c9fff0a · outbound

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

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Granular ball computing classifiers for efficient, scalable and robust learning,

Reference 21

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Observation e81b5db8-b7c1-44f5-b976-871bd1ba3009 · outbound

This paper cites An efficient and adaptive granular-ball generation method in classification problem,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing An efficient and adaptive granular-ball generation method in classification problem,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:45.007918Z

Source-reported events for the cited work

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Observation 36609c9a-3363-4677-b7fa-616f2c6c8d6b · outbound

This paper cites Mgnr: A multi- granularity neighbor relationship and its application in knn classification and clustering methods,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Mgnr: A multi- granularity neighbor relationship and its application in knn classification and clustering methods,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:44.997520Z

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.

Observation 61fd1958-c770-4a58-b6e4-24b090c8af87 · outbound

This paper cites Lightweight-yet-efficient: Revitalizing ball- tree for point-to-hyperplane nearest neighbor search,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Lightweight-yet-efficient: Revitalizing ball- tree for point-to-hyperplane nearest neighbor search,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:44.985697Z

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.

Observation 8248d0b2-ac1d-46cb-997f-5a217af0d0f5 · outbound

This paper cites Lan: Learning-based approximate k-nearest neighbor search in graph databases,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Lan: Learning-based approximate k-nearest neighbor search in graph databases,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:44.975841Z

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.

Observation 487505ae-e355-409c-93cc-7c9302e5238b · outbound

This paper cites Joint evidential k-nearest neighbor classification,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Joint evidential k-nearest neighbor classification,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:44.964999Z

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.

Observation 7cf31bf1-6bc1-4d1c-b133-454836ac563f · outbound

This paper cites Connec- tivity of the mutual k-nearest-neighbor graph in clustering and outlier detection,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Connec- tivity of the mutual k-nearest-neighbor graph in clustering and outlier detection,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:44.954779Z

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.

Observation 2fbf5a3a-8fd9-4374-985f-35adf2f2e6fa · outbound

This paper cites Adaptive learning-basedk- nearest neighbor classifiers with resilience to class imbalance,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Adaptive learning-basedk- nearest neighbor classifiers with resilience to class imbalance,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:44.944279Z

Source-reported events for the cited work

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Observation e62dfbc0-81d9-4a76-8048-0514438f5239 · outbound

This paper cites Knn classification with one-step computation,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Knn classification with one-step computation,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:44.933078Z

Source-reported events for the cited work

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Observation 96c8d95a-9730-4d6a-856a-35f69155a4b6 · outbound

This paper cites Pl-k nn: A parameterless nearest neighbors classifier,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Pl-k nn: A parameterless nearest neighbors classifier,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:44.922659Z

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.

Observation 6e3e0a11-309b-4ac4-9732-26e1f4675771 · outbound

This paper cites Distributionally robust weighted k-nearest neighbors,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Distributionally robust weighted k-nearest neighbors,

Reference 31

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Source-reported events for the cited work

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Observation 1820a36b-9b1a-4fdd-85a6-8629d19dd176 · outbound

This paper cites Gene expression cancer classification using modified k-nearest neighbors technique,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Gene expression cancer classification using modified k-nearest neighbors technique,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:44.906132Z

Source-reported events for the cited work

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Observation 4d6b5f18-919a-484f-ae0f-564b0ab9bc81 · outbound

This paper cites Gbg++: A fast and stable granular ball generation method for clas- sification,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Gbg++: A fast and stable granular ball generation method for clas- sification,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:44.895063Z

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.

Observation 04c9c7fa-800c-42fd-9663-aa778810cc67 · outbound

This paper cites Gbsvm: an efficient and robust support vector machine framework via granular- ball computing,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Gbsvm: an efficient and robust support vector machine framework via granular- ball computing,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T21:00:44.771246Z

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Observation 89139fd3-094b-4fa2-a79d-d35e9273a23c · outbound

This paper cites W-gbc: An adaptive weighted clustering method based on granular-ball structure,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing W-gbc: An adaptive weighted clustering method based on granular-ball structure,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:44.878198Z

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.

Observation 3b8cc61d-14ca-4ac9-8069-c0f1fc5bbc00 · outbound

This paper cites Graph coarsening via supervised granular-ball for scalable graph neural network training,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Graph coarsening via supervised granular-ball for scalable graph neural network training,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T21:00:44.779169Z

Source-reported events for the cited work

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Observation 2a8b6c08-a53c-4fab-be75-52a54cc325fe · outbound

This paper cites Gbrs: A unified granular-ball learning model of pawlak rough set and neighborhood rough set,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Gbrs: A unified granular-ball learning model of pawlak rough set and neighborhood rough set,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T21:00:44.782619Z

Source-reported events for the cited work

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Observation 6f4316f5-a9fb-4941-8065-39eb978cbc55 · outbound

This paper cites Unlock the cognitive generalization of deep reinforcement learning via granular ball representation,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Unlock the cognitive generalization of deep reinforcement learning via granular ball representation,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:44.855058Z

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Observation ce317d2a-98cf-4e37-ac39-8e8f96ab73ff · outbound

This paper cites Never-ending learning for explainable brain computing,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Never-ending learning for explainable brain computing,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:44.845221Z

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.

Observation 084ca23a-3745-4c80-a04a-b395f665dbe6 · outbound

This paper cites Circumspheres of sets of n+1 random points in the d- dimensional euclidean unit ball (1≤n≤d),.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Circumspheres of sets of n+1 random points in the d- dimensional euclidean unit ball (1≤n≤d),

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:00:44.834668Z

Source-reported events for the cited work

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Observation 22cbdfb5-921f-40f8-bbd8-806414e6a7d2 · outbound

This paper cites Hilbert space embeddings and metrics on probability measures,.

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing Hilbert space embeddings and metrics on probability measures,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T21:00:44.797046Z

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