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检索条件"机构=Data Mining and Bioinformatics Lab College of Information Science & Technology"
80 条 记 录,以下是1-10 订阅
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Important sampling based active learning for imbalance classification
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science China(information sciences) 2020年 第8期63卷 196-209页
作者: Xinyue WANG Bo LIU Siyu CAO Liping JING Jian YU School of Computer and Information Technology Beijing Jiaotong University Beijing Key Lab of Traffic Data Analysis and Mining Beijing Jiaotong University College of Information Science and Technology Hebei Agricultural University
Imbalance in data distribution hinders the learning performance of classifiers. To solve this problem, a popular type of methods is based on sampling(including oversampling for minority class and undersampling for maj... 详细信息
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Efficient image representation for object recognition via pivots selection
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Frontiers of Computer science 2015年 第3期9卷 383-391页
作者: Bojun XIE Yi LIU HuiZHANG Jian YU Beijing Key Lab of Traffic Data Analysis and Mining School of Computer and Information Technology Beijing Jiaotong University Beijing 100044 China Key Lab of Machine Learning and Computational Intelligence College of Mathematics and Computer Science Hebei University Baoding 071000 China
Patch-level features are essential for achieving good performance in computer vision tasks. Besides well- known pre-defined patch-level descriptors such as scalein- variant feature transform (SIFT) and histogram of ... 详细信息
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Potential Transmission Choice for Internet of Things(IoT):Wireless and Batteryless Communications and Open Problems
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China Communications 2021年 第2期18卷 241-249页
作者: Zhan Xu Guanjie Hu Minzheng Jia Lan Dong School of Information and Communication Engineering and with Key Laboratory of Modern Measurement&Control Technology Ministry of EducationBeijing Information Science&Technology UniversityChina Beijing Key Lab of Transportation Data Analysis and Mining School of Computer and Information TechnologyBeijing Jiaotong UniversityBeijingChina Department of Information Engineering Beijing Polytechnic CollegeBeijingChina
The 5th generation mobile communications aims at connecting everything and future Internet of Things(IoT)will get everything smartly *** realize it,there exist many *** key challenge is the battery problem for small d... 详细信息
来源: 评论
A mixture language model for class-attribute mining from biomedical literature digital library
A mixture language model for class-attribute mining from bio...
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IEEE International Conference on bioinformatics and Biomedicine Workshops (BIBMW)
作者: Xiaohua Zhou Xiaohua Hu Xiaodan Zhang Daniel D. Wu Data Mining and Bioinformatics Lab College of Information Science & Technology Drexel University Philadelphia PA USA
We define and study a novel text mining problem for biomedical literature digital library, referred to as the class-attribute mining. Given a collection of biomedical literature from a digital library addressing a set... 详细信息
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Common latent space identification for heterogeneous co-transfer clustering
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Neurocomputing 2017年 269卷 29-39页
作者: Yang, Liu Jing, Liping Liu, Bo Yu, Jian Beijing Key Lab of Traffic Data Analysis and Mining Beijing Jiaotong University Beijing China School of Computer Science and Technology Tianjin University Tianjin China College of Information Science and Technology Agricultural University of Hebei Baoding China
With the rapid development of collection techniques, it is easy to gather various data which come from different domains, such as images, videos, documents, and etc, how to group these heterogeneous data becomes a res... 详细信息
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An improved bat algorithm based on hybrid with ant lion optimizer  13th
An improved bat algorithm based on hybrid with ant lion opti...
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13th International Conference on Genetic and Evolutionary Computing, ICGEC 2019
作者: Dao, Thi-Kien Chu, Shu-Chuan Pan, Jeng-Shyang Nguyen, Trong-The Ngo, Truong-Giang Nguyen, Trinh-Dong Tran, Huu-Trung Fujian Provincial Key Lab of Big Data Mining and Applications Fujian University of Technology Fujian China College of Computer Science and Engineering Shandong University of Science and Technology Qingdao China Department of Information Technology University of Manage and Technology Haiphong Viet Nam
Bat Algorithm (BA) is one of the fundamental algorithms for solving optimization problems. However, the BA still exists weaknesses in terms of exploitation and exploration. In this paper, an enhancing capability of ex... 详细信息
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Constrained least squares regression for semi-supervised learning
Constrained least squares regression for semi-supervised lea...
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18th Pacific-Asia Conference on Advances in Knowledge Discovery and data mining, PAKDD 2014
作者: Liu, Bo Jing, Liping Yu, Jian Li, Jia Beijing Key Lab. of Traffic Data Analysis and Mining Beijing Jiaotong University Beijing 100044 China College of Information Science and Technology Agricultural University of Hebei Hebei 071000 China
The core tasks of graph based semi-supervised learning (GSSL) are constructing a proper graph and selecting suitable supervisory information. The ideal graph is able to outline the intrinsic data structure, and the id... 详细信息
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A Novel Under-sampling Method with Gaussian Mixture and Jensen-Shannon Divergence  2022
A Novel Under-sampling Method with Gaussian Mixture and Jens...
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4th International Conference on Image, Video and Signal Processing, IVSP 2022
作者: Pan, Xueling Li, Guohe Liu, Shunxin Yu, Qiuyue Li, Ying Beijing Key Lab of Data Mining for Petroleum Data China University of Petroleum Beijing102249 China College of Information Science and Engineering China University of Petroleum Beijing102249 China Department of Computer Science and Technology China University of Petroleum-Beijing at Keramay China
Due to bias towards major class samples, the traditional classifier cannot obtain excellent performance in imbalanced data. The under-sampling approach is one of the effective methods in imbalance classification. Nowa... 详细信息
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Frontiers of Artificial Intelligent and Quantitative Management: Preface for ITQM 2024
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Procedia Computer science 2024年 242卷 1-8页
作者: Filip, Florin Gheorghe Shi, Yong Pocatilu, Paul Ciurea, Cristian-Eugen Li, Jianping Tien, James M. Berg, Daniel Romanian Academy Information Science and Technology Section Bucharest Romania Research Centre on Fictitious Economy and Data Science Chinese Academy of Sciences Beijing100190 China Key Lab of Big Data Mining and Knowledge Management Chinese Academy of Sciences Beijing100190 China School of Economics and Management University of Chinese Academy of Sciences Beijing100190 China College of Information Science and Technology University of Nebraska at Omaha OmahaNE68182 United States Bucharest University of Economic Studies Bucharest Romania College of Engineering University of Miami Coral GablesFL33124 United States
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Advanced information technology and Global Business Competition: Preface for ITQM 2018
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Procedia Computer science 2018年 139卷 1-8页
作者: Shi, Yong Wolcott, Peter Kwak, Wikil Chen, Zhengxin Tian, Yingjie Lee, Heeseok College of Information Science and Technology University of Nebraska at Omaha OmahaNE68182 United States School of Economics and Management University of Chinese Academy of Sciences Key Lab of Big Data Mining and Knowledge Management Chinese Academy of Sciences Beijing100190 China College of Business Administration University of Nebraska at Omaha OmahaNE68182 United States College of Business Korea Advanced Institute Science and Technology Dongdaemum-gu Seoul130-722 Korea Republic of
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