Multi-View Clustering from the Perspective of Mutual Information

no code implementations • 17 Feb 2023 • Fu Lele, Zhang Lei, Wang Tong, Chen Chuan, Zhang Chuanfu, Zheng Zibin

In this paper, we propose a novel model based on information theory termed Informative Multi-View Clustering (IMVC), which extracts the common and view-specific information hidden in multi-view data and constructs a clustering-oriented comprehensive representation.

Clustering

Subspace-Contrastive Multi-View Clustering

no code implementations • 13 Oct 2022 • Fu Lele, Zhang Lei, Yang Jinghua, Chen Chuan, Zhang Chuanfu, Zheng Zibin

Most multi-view clustering methods are limited by shallow models without sound nonlinear information perception capability, or fail to effectively exploit complementary information hidden in different views.

Clustering

ADEPOS: A Novel Approximate Computing Framework for Anomaly Detection Systems and its Implementation in 65nm CMOS

no code implementations • 4 Dec 2019 • Sumon Kumar Bose, Bapi Kar, Mohendra Roy, Pradeep Kumar Gopalakrishnan, Zhang Lei, Aakash Patil, Arindam Basu

However, on the detection of anomalies, the complexity of the network and computing precision are adaptively increased for accurate predictions.

Anomaly Detection Edge-computing +1

Simultaneous Implementation Features Extraction and Recognition Using C3D Network for WiFi-based Human Activity Recognition

no code implementations • 21 Nov 2019 • Liu Yafeng, Chen Tian, Liu Zhongyu, Zhang Lei, Hu Yanjun, Ding Enjie

Among them, on account of CSI's easy to be equipped and undemanding for light, and it has gained more and more attention in some special scene.

Human Activity Recognition Time Series Analysis