Study on density peaks clustering based on k-nearest neighbors and principal component analysis

By Mingjing Du, Shifei Ding, Hongjie Jia. Knowledge-Based Systems, 2016

519 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Information Systems, Signal Processing

View Paper: https://www.semanticscholar.org/paper/da09ce76be4a10cfe67a93f317a67fb1e61b0cb5

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Peng Jin
2. Li Yuan
3. Caiwan Zhang
4. Xiaochun Cao
5. Ryuichi Takanobu

Citations in the corpus

• Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding (2023, methodology): “Specifically, starting with visual tokens initialized by the vision trans-former [15], we gradually group them by applying the k-nearest-neighbor based density peaks clustering algorithm, i.e ., DPC-KNN [16], on the token features.”