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Novel Metrics and Theoretical Properties of Nearest-Neighbor Distance-Based Feature Selection in High-Dimensional Bioinformatics Data

機(jī)譯：高維生物信息學(xué)數(shù)據(jù)中最近鄰距離的特征選擇的新特性和理論特性

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作者
Dawkins, Bryan A.;
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作者單位

The University of Tulsa.;

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授予單位 The University of Tulsa.;
學(xué)科
學(xué)位 Ph.D.
年度 2020
頁(yè)碼 296 p.
總頁(yè)數(shù) 296
原文格式 PDF
正文語(yǔ)種 eng
中圖分類 AAI27739757;
關(guān)鍵詞
High dimensional bioinformatics data;

機(jī)譯：高維生物信息學(xué)數(shù)據(jù);

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專利

1. Hellinger distance-based stable sparse feature selection for high-dimensional class-imbalanced data [J] . Guang-Hui Fu, Yuan-Jiao Wu, Min-Jie Zong, BMC Bioinformatics . 2020,第1期

機(jī)譯：基于Helling距離的穩(wěn)定稀疏功能選擇，用于高維類別 - 不平衡數(shù)據(jù)
2. Threshold-based feature selection techniques for high-dimensional bioinformatics data [J] . Jason Van Hulse, Taghi M. Khoshgoftaar, Amri Napolitano, Network Modeling Analysis in Health Informatics and Bioinformatics . 2012,第1a2期

機(jī)譯：高維生物信息學(xué)數(shù)據(jù)的基于閾值的特征選擇技術(shù)
3. A novel feature selection scheme for high-dimensional data sets: four-Staged Feature Selection [J] . Pehlivanli Ayca Cakmak Journal of applied statistics . 2016,第5a8期

機(jī)譯：高維數(shù)據(jù)集的新穎特征選擇方案：四階段特征選擇
4. Kestrel-based Search Algorithm (KSA) for parameter tuning unto Long Short Term Memory (LSTM) Network for feature selection in classification of high-dimensional bioinformatics datasets [C] . Israel Edem Agbehadji, Richard Millham, Simon James Fong, Federated Conference on Computer Science and Information Systems . 2018

機(jī)譯：基于歌曲的搜索算法（KSA）用于參數(shù)調(diào)整的長(zhǎng)短短期內(nèi)存（LSTM）網(wǎng)絡(luò)，用于在高維生物信息學(xué)數(shù)據(jù)集分類中選擇
5. Feature Selection and Classification for High-Dimensional Biological Data Under Cross-Validation Framework [D] . Zhong, Yi. 2018

機(jī)譯：交叉驗(yàn)證框架下高維生物數(shù)據(jù)的特征選擇與分類
6. Theoretical properties of distance distributions and novel metrics for nearest-neighbor feature selection [O] . Bryan A. Dawkins, Trang T. Le, Brett A. McKinney 2021

機(jī)譯：距離分布的理論特性和最近鄰鄰特征選擇的新穎度量
7. Theoretical properties of nearest-neighbor distance distributions and novel metrics for high dimensional bioinformatics data [O] . Bryan A. Dawkins, Trang T. Le, Brett A. McKinney 2019

機(jī)譯：最近鄰距離分布的理論特性和高維生物信息學(xué)數(shù)據(jù)的新穎度量

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Novel Metrics and Theoretical Properties of Nearest-Neighbor Distance-Based Feature Selection in High-Dimensional Bioinformatics Data

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