Yang Zhang

Distributed online outlier detection in wireless sensor networks using ellipsoidal support vector machine

Yang Zhang, Nirvana Meratnia, Paul Havinga · Ad Hoc Networks · 2012 · 130 citations · Full text

Anomaly Detection, Engineering, Data Science +6

The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models

Tianlong Chen, Jonathan Frankle, Shiyu Chang et al. · 2021 · 65 citations

Convolutional Neural Network, Engineering, Machine Learning +21

A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations

Weili Nie, Yang Zhang, Ankit Patel · arXiv (Cornell University) · 2018 · 56 citations · Full text

Convolutional Neural Network, Engineering, Interactive Visualization +16

A Theoretical Explanation for Perplexing Behaviors of\n Backpropagation-based Visualizations

Weili Nie, Yang Zhang, Ankit Patel · arXiv (Cornell University) · 2018 · 51 citations · Full text

Probabilistic Novelty Detection With Support Vector Machines

Lei Clifton, David A. Clifton, Yang Zhang et al. · IEEE Transactions on Reliability · 2014 · 50 citations · Full text

Anomaly Detection, Machine Learning, Engineering +21