54 citations · 85 across the 3 of their papers we have counts for
4 papers
On the Connection of Generative Models and Discriminative Models for Anomaly Detection
Jingxuan Pang, Chunguang Li
Anomaly detection (AD) has attracted considerable attention in both academia and industry. Due to the lack of anomalous data in many practical cases, AD is usually solved by first…
Distributed Variational Bayesian Algorithms Over Sensor Networks
Junhao Hua, Chunguang Li
Distributed inference/estimation in Bayesian framework in the context of sensor networks has recently received much attention due to its broad applicability. The variational Bayesi…
Learn to Sense: a Meta-learning Based Sensing and Fusion Framework for Wireless Sensor Networks
Hui Wu, Zhaoyang Zhang, Chunxu Jiao +2
Wireless sensor networks (WSN) acts as the backbone of Internet of Things (IoT) technology. In WSN, field sensing and fusion are the most commonly seen problems, which involve coll…
Online Learning Algorithms for Quaternion ARMA Model
Xiaokun Pu, Chunguang Li
In this paper, we address the problem of adaptive learning for autoregressive moving average (ARMA) model in the quaternion domain. By transforming the original learning problem in…