Practical multi-party private collaborative k-means clustering

Density peaks clustering based on k-nearest neighbors and self-recommendation

(2021) Lin Sun et al.   International Journal of Machine Learning and Cybernetics

Feature Selection With Missing Labels Using Multilabel Fuzzy Neighborhood Rough Sets and Maximum Relevance Minimum Redundancy

(2021) Lin Sun et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Hybrid Approach to Speed-Up the Privacy Preserving Kernel K-means Clustering and its Application in Social Distributed Environment

(2020) P. L. Lekshmy et al.   Journal of Network and Systems Management

Efficient two-party privacy-preserving collaborative k-means clustering protocol supporting both storage and computation outsourcing

(2020) Zoe L. Jiang et al.   INFORMATION SCIENCES

Oblivious Sampling with Applications to Two-Party k-Means Clustering

(2020) Paul Bunn et al.   JOURNAL OF CRYPTOLOGY

Privacy-preserving federated k-means for proactive caching in next generation cellular networks

(2020) Yang Liu et al.   INFORMATION SCIENCES

Fair Hierarchical Secret Sharing Scheme Based on Smart Contract

(2020) En Zhang et al.   INFORMATION SCIENCES

Distributed K-Means clustering guaranteeing local differential privacy

(2019) Chang Xia et al.   COMPUTERS & SECURITY

K-means properties on six clustering benchmark datasets

(2018) Pasi Fränti et al.   APPLIED INTELLIGENCE

A novel deep output kernel learning method for bearing fault structural diagnosis

(2018) Wentao Mao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Mutual Privacy Preserving $k$ -Means Clustering in Social Participatory Sensing

(2017) Kai Xing et al.   IEEE Transactions on Industrial Informatics

Server-aided private set intersection based on reputation

(2017) En Zhang et al.   INFORMATION SCIENCES

Practical Privacy-Preserving MapReduce Based K-means Clustering over Large-scale Dataset

(2017) Jiawei Yuan et al.   IEEE Transactions on Cloud Computing

Differentially Private K-Means Clustering and a Hybrid Approach to Private Optimization

(2017) Dong Su et al.   ACM Transactions on Privacy and Security

Equally contributory privacy-preserving k-means clustering over vertically partitioned data

(2012) Xun Yi et al.   INFORMATION SYSTEMS

A firm foundation for private data analysis

(2010) Cynthia Dwork   COMMUNICATIONS OF THE ACM