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Paper Citation Record · LEDGER

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method

As of 19 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2508.18953.

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

pith.paper-citation-record.v1
2508.18953 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:06:52.851882Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aa563b4e-4f92-4641-90bf-074e822094db · outbound

This paper cites On the surprising behavior of distance metrics in high dimensional space,.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method On the surprising behavior of distance metrics in high dimensional space,

Reference 1

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Observation a471aeb3-9a2b-4768-8e53-5d92dba370d6 · outbound

This paper cites Aggarwal, Data Mining: The Textbook, Springer, 2015.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Aggarwal, Data Mining: The Textbook, Springer, 2015

Reference 2

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Observation 6886ba47-a756-4763-a266-099c304658be · outbound

This paper cites Multidimensional binary search trees used for associative searching,.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Multidimensional binary search trees used for associative searching,

Reference 3

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Observation 5a7a2bfe-5203-4c45-81e7-927b5d6c9c3f · outbound

This paper cites When is ’nearest neighbor’ meaningful?.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method When is ’nearest neighbor’ meaningful?

Reference 4

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Observation bae54e5b-e230-4de2-afa8-d80aa206ff97 · outbound

This paper cites Bishop, Pattern Recognition and Machine Learning, Springer, 2006.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Bishop, Pattern Recognition and Machine Learning, Springer, 2006

Reference 5

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Observation b7c956fe-0460-4769-bced-ba92a34f4ce8 · outbound

This paper cites Language models are few-shot learners,.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Language models are few-shot learners,

Reference 6

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Observation 021eaab7-652a-4a2b-a64b-29f6b08cd5ae · outbound

This paper cites Gender shades: Intersectional accuracy disparities in commercial gender classification,.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Gender shades: Intersectional accuracy disparities in commercial gender classification,

Reference 7

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Observation 3e4085f1-706e-43d5-8125-ccc5f4895683 · outbound

This paper cites Anomaly detection: A survey,.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Anomaly detection: A survey,

Reference 8

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Observation 54e3b1f6-0e6f-40e4-8571-b518f68aa7e7 · outbound

This paper cites Nearest neighbor pattern classification,.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Nearest neighbor pattern classification,

Reference 9

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Observation 389b6045-790e-4484-904a-cb75bc11f73a · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 10

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Observation 824863b5-0832-42c5-992c-5d9b9a4cb8e9 · outbound

This paper cites Dermatologist- level classification of skin cancer with deep neural networks,.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Dermatologist- level classification of skin cancer with deep neural networks,

Reference 11

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Observation 88637382-9083-42b4-9c82-f40ab6a1e281 · outbound

This paper cites Discriminatory analysis. Nonparametric discrimination: consistency properties,.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Discriminatory analysis. Nonparametric discrimination: consistency properties,

Reference 12

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Observation 3e7232ed-3295-4141-9803-e58ec8bc46c6 · outbound

This paper cites Goodfellow, Y.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Goodfellow, Y

Reference 13

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Observation c7b49289-8633-4517-9f6c-5d1bade47640 · outbound

This paper cites Explainable artificial intelligence (XAI),.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Explainable artificial intelligence (XAI),

Reference 14

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Observation 9b63e848-5c3d-4bdd-9be5-02c6b9a20e39 · outbound

This paper cites On calibration of modern neural networks,.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method On calibration of modern neural networks,

Reference 15

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Observation 78997e85-7189-47bd-90a5-5c5b43061567 · outbound

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Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Unresolved cited work

Reference 16

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Observation 95273d17-20ea-4e1b-b0d9-6905583e0d70 · outbound

This paper cites Hastie, R.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Hastie, R

Reference 17

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Observation 754205bd-eef4-47e1-8656-22b43bc8af7a · outbound

This paper cites Haykin, Neural Networks and Learning Machines , 3rd ed., vol.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Haykin, Neural Networks and Learning Machines , 3rd ed., vol

Reference 18

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Observation 6ea7070b-1880-4eec-b4a5-949a233a161d · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method LoRA: Low-Rank Adaptation of Large Language Models

Reference 19

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Observation 33cdb01e-8e46-44b6-8ab7-9c17a80a4fa2 · outbound

This paper cites Jain and R.C.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Jain and R.C

Reference 20

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This paper cites Survey of hallucination in natural language generation,.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Survey of hallucination in natural language generation,

Reference 21

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This paper cites Machine learning: Trends, perspectives, and prospects,.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Machine learning: Trends, perspectives, and prospects,

Reference 22

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Observation 13c283b5-c9d3-4819-86b8-90ad9b9a235b · outbound

This paper cites Scaling Laws for Neural Language Models.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Scaling Laws for Neural Language Models

Reference 23

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Observation 9d2f90b9-a5de-4678-9ffa-2d01ab06c3ee · outbound

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Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Kaufman and P.J

Reference 24

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Observation 07f836bc-4441-4c63-b3fb-9cb090fbaf07 · outbound

This paper cites Overcoming catastrophic forgetting in neural networks,.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Overcoming catastrophic forgetting in neural networks,

Reference 25

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Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Kohonen, Self-Organizing Maps, 3rd ed., vol

Reference 26

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Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Koller and N

Reference 27

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This paper cites Complete the Missing Half: Augmenting Aggregation Filtering with Diversification for Graph Convolutional Networks.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Complete the Missing Half: Augmenting Aggregation Filtering with Diversification for Graph Convolutional Networks

Reference 28

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This paper cites Efficient and robust approximate nearest neighbor search using hierarchical navigable small world graphs,.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Efficient and robust approximate nearest neighbor search using hierarchical navigable small world graphs,

Reference 29

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Observation d6bf41d1-956f-4236-b504-8729737b8588 · outbound

This paper cites Deep k-Nearest Neighbors: Towards Confident, Interpretable and Robust Deep Learning.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Deep k-Nearest Neighbors: Towards Confident, Interpretable and Robust Deep Learning

Reference 30

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Observation 85ad4629-4f45-4765-a471-46f4d41d531a · outbound

This paper cites Continual lifelong learning with neural networks: A review,.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Continual lifelong learning with neural networks: A review,

Reference 31

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Observation 3e251bb0-174c-48ee-9450-8f9c687f6cec · outbound

This paper cites Seismic waveform classi- fication based on Kohonen 3D neural networks with RGB visualization,.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Seismic waveform classi- fication based on Kohonen 3D neural networks with RGB visualization,

Reference 32

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Observation fee182c9-c1bc-4ec4-b392-4bb403a60a4d · outbound

This paper cites Hierarchical neural networks in prediction of oil and gas reservoir properties using well and seismic data,.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Hierarchical neural networks in prediction of oil and gas reservoir properties using well and seismic data,

Reference 33

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Observation bbaf8371-3fa6-470e-90d5-daa58b0eeaa1 · outbound

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Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Energy and policy considerations for deep learning in NLP,

Reference 34

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Observation 64decf77-e885-4ea6-a7c7-14e40369545c · outbound

This paper cites Intriguing properties of neural networks.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Intriguing properties of neural networks

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ec93968d-dab3-4f34-84fc-643474f73774 · outbound

This paper cites Attention is all you need,.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Attention is all you need,

Reference 36

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Observation c5f76073-9fa9-42c5-ab12-82a6b869a780 · outbound

This paper cites Survey of clustering algorithms,.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Survey of clustering algorithms,

Reference 37

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Observation 73c98339-3e7c-4dd9-9972-5df7b9b9e5c5 · outbound

This paper cites Understanding deep learning requires rethinking generalization.

Novel Approaches to Artificial Intelligence Development Based on the Nearest Neighbor Method Understanding deep learning requires rethinking generalization

Reference 38

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Pith citing papers

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