An Evaluation of Neighbourhood Formation on the Performance of Collaborative Filtering

By Michael P. O'Mahony, Neil J. Hurley, Guenole C. M. Silvestre. 2004

36 citations recorded by the source corpus.

Subfields: Computer Science Applications, Information Systems, Transportation

How researchers see this paper

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

In Computer Science Applications

1. Nisheeth K. Vishnoi

In Information Systems

1. Lingxiao Huang
2. Nisheeth K. Vishnoi

Citations in the corpus

• Stable and Fair Classification (2019, background): “The dataset, that incorporates collected personal information, may be noisy due to measurement errors, privacy issues, or even data poisoning attacks [46, 56, 59, 6] and, hence, it is desirable that the fair classifier also be stable against perturbations in the dataset.”
• Recommender Systems (2016, unknown): “For example, attackers might use knowledge of the criteria for detecting attack profiles [397], use obfuscated methods to mount attacks [631], or design attack methods targeting specific collaborative filtering models [522].”