Publications by authors named "Kristina P Sinaga"

Federated Multi-View K-Means Clustering.

IEEE Trans Pattern Anal Mach Intell

April 2025

The increasing effect of Internet of Things (IoT) unlocks the massive volume of the availability of Big Data in many fields. Generally, these Big Data may be in a non-independently and identically distributed fashion (non-IID). In this paper, we have contributions in such a way enable multi-view k-means (MVKM) clustering to maintain the privacy of each database by allowing MVKM to be operated on the local principle of clients' multi-view data.

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