Efficient kNN Classification With Different Numbers of Nearest Neighbors

2017 · IEEE Transactions on Neural Networks and Learning Systems · 1,381 citations · 1 from inside this corpus

Shichao Zhang, Ming Zong, Xiaofeng Zhu, Ruili Wang

The source holds an abstract for this work, but its best open-access copy is under cc-by-nc-sa, which does not permit us to republish the text. Read it at the source below.

5 of 5 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.

this paper works it cites works citing it node size = global citations · hover for the full title

What this paper cites, inside the corpus

Paper	Year	Cited
A survey of decision tree classifier methodology	1991	3,833
Ensemble Methods	2012	2,469
KNN Model-Based Approach in Classification	2003	2,110
Ensemble Methods: Foundations and Algorithms	2012	2,064

What cites it, inside the corpus

Paper	Year	Cited
Investigating the impact of data normalization on classification performance	2019	1,735

Links

DOI · Open access copy · OpenAlex record

Topics

Anomaly Detection Techniques and Applications	Computer Science
Machine Learning and Data Classification	Computer Science
Face and Expression Recognition	Computer Science

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

supports4 author record(s) attached.
supports78 reference(s) recorded.
supportsThe DOI's year agrees with the publication year.
supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:59+00:00.

sha256 59007f057c7dae86…