Search Results - "Liu, Sanmin"

Online Active Learning Framework for Data Stream Classification with Density-peaks Recognition by Zhang, Kuangyan, Liu, Sanmin, Chen, Yanfei

“…This paper considers a practical scenario-data stream classification, and uses online active learning to assist the classifier. Most active learning methods…”
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A bilateral context and filtering strategy-based approach to Chinese entity synonym set expansion by Huang, Subin, Xiu, Yu, Li, Jun, Liu, Sanmin, Kong, Chao

“…Entity synonyms play a significant role in entity-based tasks. Previous approaches use linguistic syntax, distributional, and semantic features to expand…”
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Microcluster-Based Incremental Ensemble Learning for Noisy, Nonstationary Data Streams by Wu, Jia, Li, Xiulai, Cheng, Jieren, Liu, Fanzhen, Xue, Shan, Liu, Sanmin, Kong, Chao

“…Data stream classification becomes a promising prediction work with relevance to many practical environments. However, under the environment of concept drift…”
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Integration of shot-gun proteomics and bioinformatics analysis to explore plant hormone responses by Zhang, Yixiang, Liu, Sanmin, Dai, Susie Y, Yuan, Joshua S

“…Multidimensional protein identification technology (MudPIT)-based shot-gun proteomics has been proven to be an effective platform for functional proteomics. In…”
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Convergence analysis and application of the central force optimization algorithm by Meng, Chao, Gong, Jing, Liu, SanMin, Sun, ZhiXin

“…Citation Meng C, Gong J, Li S M, et ah Convergence analysis and application of the central force optimization algorithm. Sci China InfSci, 2015, 58： 059301（3）,…”
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Enzyme structure dynamics of xylanase I from Trichoderma longibrachiatum by Uzuner, Ugur, Shi, Weibing, Liu, Lantao, Liu, Sanmin, Dai, Susie Y, Yuan, Joshua S

“…Enzyme dynamics has recently been shown to be crucial for structure-function relationship. Among various structure dynamics analysis platforms, HDX (hydrogen…”
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A novel learning method for feature evolvable streams by Chen, Yanfei, Liu, Sanmin

“…Recently, many researchers have focused on a novel type of data stream known as a feature evolvable stream, wherein the existing features may become obsolete…”
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Online Active Learning for Drifting Data Streams by Liu, Sanmin, Xue, Shan, Wu, Jia, Zhou, Chuan, Yang, Jian, Li, Zhao, Cao, Jie

“…Classification methods for streaming data are not new, but very few current frameworks address all three of the most common problems with these tasks: concept…”
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A novel ensemble framework driven by diversity and cooperativity for non-stationary data stream classification by Zhang, Kuangyan, Zhang, Tuyi, Liu, Sanmin

“…Data stream classification is of great significance to numerous real-world scenarios. Nevertheless, the prevalent data stream classification techniques are…”
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Multiple graph regularized graph transduction via greedy gradient Max-Cut by Xiu, Yu, Shen, Weiwei, Wang, Zhongqun, Liu, Sanmin, Wang, Jun

“…Graph transduction methods have been widely adopted for label prediction under semi-supervised settings. To alleviate the relevant sensitivity to initial…”
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HDX-analyzer: a novel package for statistical analysis of protein structure dynamics by Liu, Sanmin, Liu, Lantao, Uzuner, Ugur, Zhou, Xin, Gu, Manxi, Shi, Weibing, Zhang, Yixiang, Dai, Susie Y, Yuan, Joshua S

“…HDX mass spectrometry is a powerful platform to probe protein structure dynamics during ligand binding, protein folding, enzyme catalysis, and such. HDX mass…”
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An Authenticated Encryption Mechanism for Secure Group Communication in Grid by Yunfa Li, Hai Jin, Deqing Zou, Sanmin Liu, Zongfen Han

“…In grid computing, group communication is an important strategy to realize large-scale information resource sharing. However, it is very difficult to ensure…”
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InterCLIP-MEP: Interactive CLIP and Memory-Enhanced Predictor for Multi-modal Sarcasm Detection by Chen, Junjie, Yu, Hang, Liu, Weidong, Huang, Subin, Liu, Sanmin

“…The prevalence of sarcasm in social media, conveyed through text-image combinations, presents significant challenges for sentiment analysis and intention…”
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TCPBridge: A software approach to establish direct communications for NAT hosts by Sanmin Liu, Jin, Hai, Xiaofei Liao, Hong Yao, Deze Zeng

“…Traversing Network Address Translation (NAT) for Peer-to-Peer (P2P) communication has become a hot topic recently. Compared to UDP, establishing TCP…”
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Enzyme structure dynamics of xylanase I from Trichoderma longibrachiatum by Uzuner, Ugur, Shi, Weibing, Liu, Lantao, Liu, Sanmin, Dai, Susie Y, Yuan, Joshua S

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An Effective Construction Pattern of Wireless Sensor Network for Water Quality Detection by Chen, Baoxiang, Kong, Chao, Xiu, Yu, Zhang, Liping, Liu, Sanmin, Liu, Tao

“…This work develops a construction pattern for the wireless sensor network. While existing works have developed various construction methods for water quality…”
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