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检索条件"主题词=parallel coordinate plot"
21 条 记 录,以下是11-20 订阅
排序:
FuzzyRadar: visualization for understanding fuzzy clusters
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JOURNAL OF VISUALIZATION 2019年 第5期22卷 913-926页
作者: Zhou, Fangfang Bai, Bing Wu, Yitao Chen, Minghui Zhong, Zengsheng Zhu, Rongchen Chen, Yi Zhao, Ying Cent S Univ Sch Comp Sci & Engn Changsha Hunan Peoples R China Cent S Univ Sch Automat Changsha Hunan Peoples R China Beijing Technol & Business Univ Beijing Key Lab Big Data Technol Food Safety Beijing Peoples R China
Fuzzy clustering assigns a membership degree (MD) on a datum to a cluster, which reflects real-world clustering scenarios but increases the complexity of understanding fuzzy clusters. Many studies have demonstrated th... 详细信息
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Testing of uniformity of seven Lathyrus species using Bennett's and Miller's methods
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EUPHYTICA 2016年 第1期208卷 123-128页
作者: Zawieja, Bogna Rybinski, Wojciech Nowosad, Kamila Piesik, Dariusz Bocianowski, Jan Poznan Univ Life Sci Dept Math & Stat Methods Wojska Polskiego 28 PL-60637 Poznan Poland Polish Acad Sci Inst Plant Genet Poznan Poland Wroclaw Univ Environm & Life Sci Dept Genet Plant Breeding & Seed Prod Wroclaw Poland UTP Univ Sci & Technol Dept Entomol & Mol Phytopathol Bydgoszcz Poland
In this paper we focused on uniformity of seven Lathyrus species: Lathyrus aphaca, L. cicero, L. clymenum, L. hirsutus, L. ochrus, L. sativus and L. tingitanus. Two statistical methods, the Bennett's and the Mille... 详细信息
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A parallel EM Algorithm for Model-Based Clustering Applied to the Exploration of Large Spatio-Temporal Data
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TECHNOMETRICS 2013年 第4期55卷 513-523页
作者: Chen, Wei-Chen Ostrouchov, George Pugmire, David Prabhat Wehner, Michael Univ Tennessee Dept Ecol & Evolutionary Biol Knoxville TN 37996 USA Oak Ridge Natl Lab Comp Sci & Math Div Oak Ridge TN 37831 USA Univ Calif Berkeley Lawrence Berkeley Natl Lab Computat Res Div Berkeley CA 94720 USA
We develop a parallel expectation-maximization (EM) algorithm for multivariate Gaussian mixture models and use it to perform model-based clustering of a large climate dataset. Three variants of the EM algorithm are re... 详细信息
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Yet another visualization of the Iris data: The bridge plot
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Model Assisted Statistics and Applications 2011年 第1期6卷 11-16页
作者: Kozak, Marcin Department of Experimental Design and Bioinformatics Warsaw University of Life Sciences 02-776 Warsaw Nowoursynowska 159 Poland
The bridge plot is used to visualize the famous Iris data. With the help of trellis system to condition the data on species, the plot presents four iris flower traits in their original units within a single panel. Suc... 详细信息
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A computational framework for finding parameter sets associated with chaotic dynamics
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In Silico Biology 2020年 第1-2期14卷 41-51页
作者: Koshy-Chenthittayil, S. Dimitrova, E. Jenkins, E.W. Dean, B.C. Center for Quantitative Medicine UConn Health Farmington United States Department of Mathematics California Polytechnic State University San Luis Obispo United States School of Mathematical and Statistical Sciences Clemson University Clemson United States School of Computing Clemson University Clemson United States
Many biological ecosystems exhibit chaotic behavior, demonstrated either analytically using parameter choices in an associated dynamical systems model or empirically through analysis of experimental data. In this pape... 详细信息
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Optimization of principal component analysis in feature extraction
Optimization of principal component analysis in feature extr...
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IEEE International Conference on Mechatronics and Automation
作者: Gao Haibo Hong Wenxue Cui Jianxin Xu Yonghong Univ Yanshan Dept Biomed Engn Quihuangdao Hebei Peoples R China
A novel method for optimising the principal component analysis in feature extraction is proposed, which makes use of parallel coordinate plot for graphical presentation of multivariate information. The objectivity and... 详细信息
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A Topologically Consistent Visualization of High Dimensional Pareto-front for Multi-Criteria Decision Making  8
A Topologically Consistent Visualization of High Dimensional...
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8th IEEE Symposium Series on Computational Intelligence (IEEE SSCI)
作者: Talukder, A. K. M. Khaled Ahsan Deb, Kalyanmoy Michigan State Univ Dept Comp Sci & Engn E Lansing MI 48824 USA Michigan State Univ Dept Elect & Comp Engn E Lansing MI 48824 USA
There are a good number of different algorithms to solve multi- and many-objective optimization problems and the final outcome of these algorithms is a set of trade-off solutions that are expected to span the entire P... 详细信息
来源: 评论
Quantitative Exploration of Large Medieval Manuscripts Data for the Codicological Research  6
Quantitative Exploration of Large Medieval Manuscripts Data ...
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6th IEEE Symposium on Large Data Analysis and Visualization (LDAV)
作者: Chandna, Swati Rindone, Francesca Dachsbacher, Carsten Stotzka, Rainer Karlsruhe Inst Technol Inst Data Proc & Elect Karlsruhe Germany Karlsruhe Inst Technol Inst Visualizat & Data Anal Karlsruhe Germany
Quantitative exploration is gaining in importance for the analysis of the digitized medieval manuscripts. While codicologists can collect such massive amounts of heterogeneous datasets digitized in high-resolution, th... 详细信息
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Research on optimization of multivariate information feature extraction based on graphical presentation
Research on optimization of multivariate information feature...
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8th International Conference on Electronic Measurement and Instruments
作者: Cui, Jianxin Hong, Wenxue Gao, Haibo Department of Biomedical Engineering University of Yanshan Qinhuangdao China
A novel method for optimizing the principal component analysis in feature extraction is proposed, which making use of parallel coordinate plot for graphical presentation of multivariate information. In supervised mult... 详细信息
来源: 评论
CellProfiler Analyst: data exploration and analysis software for complex image-based screens
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BMC BIOINFORMATICS 2008年 第1期9卷 482-482页
作者: Jones, Thouis R. Kang, In Han Wheeler, Douglas B. Lindquist, Robert A. Papallo, Adam Sabatini, David M. Golland, Polina Carpenter, Anne E. MIT & Harvard Broad Inst Cambridge MA 02142 USA Whitehead Inst Biomed Res Cambridge MA 02142 USA MIT Comp Sci & Artificial Intelligence Lab Cambridge MA 02142 USA MIT Dept Biol Cambridge MA 02142 USA
Background: Image-based screens can produce hundreds of measured features for each of hundreds of millions of individual cells in a single experiment. Results: Here, we describe CellProfiler Analyst, open-source softw... 详细信息
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