Radical-mediated rearrangements: past, present, and future

X Wu, Z Ma, T Feng, C Zhu - Chemical Society Reviews, 2021 - pubs.rsc.org
Rearrangement reactions, one of the most significant transformations in organic chemistry,
play an irreplaceable role in improving synthetic efficiency and molecular complexity. …

2,1-Norm regularized discriminative feature selection for unsupervised learning

Y Yang, HT Shen, Z Ma, Z Huang… - IJCAI international joint …, 2011 - opus.lib.uts.edu.au
Compared with supervised learning for feature selection, it is much more difficult to select
the discriminative features in unsupervised learning due to the lack of label information. …

Multi-class active learning by uncertainty sampling with diversity maximization

Y Yang, Z Ma, F Nie, X Chang… - International Journal of …, 2015 - Springer
As a way to relieve the tedious work of manual annotation, active learning plays important
roles in many applications of visual concept recognition. In typical active learning scenarios, …

Bi-level semantic representation analysis for multimedia event detection

X Chang, Z Ma, Y Yang, Z Zeng… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Multimedia event detection has been one of the major endeavors in video event analysis. A
variety of approaches have been proposed recently to tackle this problem. Among others, …

Merging Fluorine Incorporation and Functional Group Migration

Z Ma, X Wu, C Zhu - The Chemical Record, 2023 - Wiley Online Library
Fluorine incorporation by concomitant fluoroalkyl radical addition to alkene or alkyne and
functional group migration (FGM) represents an ingenious and robust strategy for the synthesis …

Event-based media processing and analysis: A survey of the literature

C Tzelepis, Z Ma, V Mezaris, B Ionescu… - Image and Vision …, 2016 - Elsevier
Research on event-based processing and analysis of media is receiving an increasing attention
from the scientific community due to its relevance for an abundance of applications, from …

Feature selection for multimedia analysis by sharing information among multiple tasks

Y Yang, Z Ma, AG Hauptmann… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
While much progress has been made to multi-task classification and subspace learning,
multi-task feature selection has long been largely unaddressed. In this paper, we propose a …

Semisupervised feature selection via spline regression for video semantic recognition

Y Han, Y Yang, Y Yan, Z Ma, N Sebe… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
To improve both the efficiency and accuracy of video semantic recognition, we can perform
feature selection on the extracted video features to select a subset of features from the high-…

Feature interaction augmented sparse learning for fast kinect motion detection

X Chang, Z Ma, M Lin, Y Yang… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
The Kinect sensing devices have been widely used in current Human-Computer Interaction
entertainment. A fundamental issue involved is to detect users’ motions accurately and …

Web image annotation via subspace-sparsity collaborated feature selection

Z Ma, F Nie, Y Yang, JRR Uijlings… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
The number of web images has been explosively growing due to the development of network
and storage technology. These images make up a large amount of current multimedia data …