1.9k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Chinese Academy of SciencesCN353 papers
- University of Chinese Academy of SciencesCN228 papers
- Shandong Institute of AutomationCN78 papers
- Beijing Academy of Artificial IntelligenceCN58 papers
- Center for Excellence in Brain Science and Intelligence TechnologyCN57 papers
- Tsinghua UniversityCN26 papers
- Peking UniversityCN16 papers
- National University of SingaporeSG13 papers
- Beijing University of Posts and TelecommunicationsCN12 papers
- Beihang UniversityCN11 papers
- University of Science and Technology of ChinaCN11 papers
- Anhui UniversityCN9 papers
11 papers · 1 filter
Off-policy reinforcement learning for control design
Biao Luo, Huai-Ning Wu, Tingwen Huang
The control design problem is considered for nonlinear systems with unknown internal system model. It is known that the nonlinear control problem can be tra…
A Random Walk Model for Item Recommendation in Folksonomies
Zhu Zhang, Daniel Zeng, Ahmed Abbasi +1
Social tagging, as a novel approach to information organization and discovery, has been widely adopted in many Web2.0 applications. The tags provide a new type of information that…
Combination of Multiple Bipartite Ranking for Web Content Quality Evaluation
Xiao-Bo Jin, Guang-Gang Geng, Dexian Zhang
Web content quality estimation is crucial to various web content processing applications. Our previous work applied Bagging + C4.5 to achive the best results on the ECML/PKDD Disco…
Search for carbon stars and DZ white dwarfs in SDSS spectra survey through machine learning
Jianmin Si, Ali Luo, Yinbi Li +5
Carbon stars and DZ white dwarfs are two types of rare objects in the Galaxy. In this paper, we have applied the label propagation algorithm to search for these two types of stars…
Inverse Procedural Modeling of Facade Layouts
Fuzhang Wu, Dong-Ming Yan, Weiming Dong +2
In this paper, we address the following research problem: How can we generate a meaningful split grammar that explains a given facade layout? To evaluate if a grammar is meaningful…
A New Strategy of Cost-Free Learning in the Class Imbalance Problem
Xiaowan Zhang, Bao-Gang Hu
In this work, we define cost-free learning (CFL) formally in comparison with cost-sensitive learning (CSL). The main difference between them is that a CFL approach seeks optimal cl…
Introducing Memory and Association Mechanism into a Biologically Inspired Visual Model
Qiao Hong, Li Yinlin, Tang Tang +1
A famous biologically inspired hierarchical model firstly proposed by Riesenhuber and Poggio has been successfully applied to multiple visual recognition tasks. The model is able t…
Regularized Spherical Polar Fourier Diffusion MRI with Optimal Dictionary Learning
Jian Cheng, Tianzi Jiang, Rachid Deriche +2
Compressed Sensing (CS) takes advantage of signal sparsity or compressibility and allows superb signal reconstruction from relatively few measurements. Based on CS theory, a suitab…
Robust Hyperspectral Unmixing with Correntropy based Metric
Ying Wang, Chunhong Pan, Shiming Xiang +1
Hyperspectral unmixing is one of the crucial steps for many hyperspectral applications. The problem of hyperspectral unmixing has proven to be a difficult task in unsupervised work…
Reaching a Consensus in Networks of High-Order Integral Agents under Switching Directed Topology
Long Cheng, Zeng-Guang Hou, Min Tan
Consensus problem of high-order integral multi-agent systems under switching directed topology is considered in this study. Depending on whether the agent's full state is available…
Robust Text Detection in Natural Scene Images
Xu-Cheng Yin, Xuwang Yin, Kaizhu Huang +1
Text detection in natural scene images is an important prerequisite for many content-based image analysis tasks. In this paper, we propose an accurate and robust method for detecti…