41 citations · 58 across the 5 of their papers we have counts for
5 papers
Understanding the drivers of sustainable land expansion using a patch-generating land use simulation (PLUS) model: A case study in Wuhan, China
Xun Liang, Qingfeng Guan, Keith C. Clarke +3
Cellular Automata (CA) are widely used to model the dynamics within complex land use and land cover (LULC) systems. Past CA model research has focused on improving the technical mo…
Ranking-Based Autoencoder for Extreme Multi-label Classification
Bingyu Wang, Li Chen, Wei Sun +3
Extreme Multi-label classification (XML) is an important yet challenging machine learning task, that assigns to each instance its most relevant candidate labels from an extremely l…
Routing Multiple Unmanned Vehicles in GPS-Denied Environments
Bingyu Wang, Sohum Misra, Sivakumar Rathinam +2
This article aims to develop novel path planning algorithms required to deploy multiple unmanned vehicles in Global Positioning System (GPS) denied environments. Unmanned vehicles…
Regularizing Model Complexity and Label Structure for Multi-Label Text Classification
Bingyu Wang, Cheng Li, Virgil Pavlu +1
Multi-label text classification is a popular machine learning task where each document is assigned with multiple relevant labels. This task is challenging due to high dimensional f…
Ideology Detection for Twitter Users with Heterogeneous Types of Links
Yupeng Gu, Ting Chen, Yizhou Sun +1
The problem of ideology detection is to study the latent (political) placement for people, which is traditionally studied on politicians according to their voting behaviors. Recent…