IEEE

Semi-Supervised Short Text Stream Classification Based on Drift-Aware Incremental Deep Learning

Abstract: Real-world applications have produced massive short text streams. Contrary to the traditional normal texts, they present the characteristics such as short length, only having few labeled ...
C&EN

The Black Hole Strategy: Gravity-Based Representative Sampling for Frugal Graph Learning on Metal–Organic Framework Networks

Institute of Theoretical Informatics, Karlsruhe Institute of Technology (KIT), Karlsruhe 76131, Germany Institute of Nanotechnology, Karlsruhe Institute of Technology (KIT), Eggenstein-Leopoldshafen ...
IEEE

Semi-Supervised Learning with Density-Sensitive Manifold graph

Abstract: The key problem of Graph-Based Semi-Supervised Learning (GBSSL) methods is how to construct the graph structure under some assumptions. While distance information among graph nodes is ...
C&EN

Machine-Learning-Assisted Discovery of Cr

Department of Chemistry, University of Houston, Houston, Texas 77204, United States Texas Center for Superconductivity, University of Houston, Houston, Texas 77204, United States Department of ...