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| 1 | Eigenvalue approximation from below using non-conforming finite elements显示文摘This is a survey article about using non-conforming finite elements in solving eigenvalue problems of elliptic operators,with emphasis on obtaining lower bounds. In addition,this article also contains some new materials for eigenvalue approximations of the Laplace operator,which include:1) the proof of the fact that the non-conforming Crouzeix-Raviart element approximates eigenvalues associated with smooth eigenfunctions from below;2) the proof of the fact that the non-conforming EQ rot1 element approximates eigenvalues from below on polygonal domains that can be decomposed into rectangular elements;3) the explanation of the phenomena that numerical eigenvalues λ 1,h and λ 3,h of the non-conforming Q rot1 element approximate the true eigenvalues from below for the L-shaped domain. Finally,we list several unsolved problems. | YANG YiDu 1 ,ZHANG ZhiMin 2 & LIN FuBiao 11 School of Mathematics and Computer Science,Guizhou Normal University,Guiyang 550001,China 2 Department of Mathematics,Wayne State University,Detroit,MI 48202,USA | 2010 | Science China Mathematics2010，53，1： | 12 |
| 2 | 用于金融文本挖掘的多任务学习预训练金融语言模型显示文摘近年来,机器学习,尤其是深度神经网络方法促进了金融文本挖掘研究的发展,在金融科技(Fintech)领域起着越来越重要的作用.如何从金融大数据中提取有价值的信息已经成为学术界和工业界一个非常有挑战的研究.由于深度神经网络需要大量标注数据,但是金融领域缺乏训练数据,因此,将深度学习应用于金融大数据挖掘并没有取得很好效果.为了更好地解决该问题,利用自监督学习和多任务学习等深度学习领域最新的思想和技术,提出了基于BERT模型架构的开源金融预训练语言模型F-BERT.F-BERT是一种针对特定领域(金融文本数据)的预训练语言模型,它通过在大型金融语料库上进行无监督训练得到.基于BERT架构,F-BERT可以有效地自动将知识从金融大数据中提取出并记忆在模型中,而无需进行特定于金融任务的模型结构修改,从而可以直接将其应用于下游各种金融领域任务,包括股票涨跌预测、金融情绪分类、金融智能客服等.在金融关系提取、金融情绪分类、金融智能问答任务上的大量实验表明了F-BERT模型的有效性和鲁棒性.同时,F-BERT在这3个有代表性的金融文本挖掘任务上均取得了很高的模型准确率,进一步验证了模型的性能. | 刘壮 刘畅 Wayne Lin 赵军 | 2021 | 计算机研究与发展2021，58，8： | 8 |
| 3 | Tet2 Regulates Osteoclast Differentiation by Interacting with Runx1 and Maintaining Genomic 5-Hydroxymethylcytosine(5hmC)显示文摘As a dioxygenase, Ten-Eleven Translocation 2(TET2) catalyzes subsequent steps of 5-methylcytosine(5 mC) oxidation. TET2 plays a critical role in the self-renewal, proliferation,and differentiation of hematopoietic stem cells, but its impact on mature hematopoietic cells is not well-characterized. Here we show that Tet2 plays an essential role in osteoclastogenesis. Deletion of Tet2 impairs the differentiation of osteoclast precursor cells(macrophages) and their maturation into bone-resorbing osteoclasts in vitro. Furthermore, Tet2^(-/-) mice exhibit mild osteopetrosis, accompanied by decreased number of osteoclasts in vivo. Tet2 loss in macrophages results in the altered expression of a set of genes implicated in osteoclast differentiation, such as Cebpa, Mafb, and Nfkbiz. Tet2 deletion also leads to a genome-wide alteration in the level of 5-hydroxymethylcytosine(5 hmC) and altered expression of a specific subset of macrophage genes associated with osteoclast differentiation. Furthermore, Tet2 interacts with Runx1 and negatively modulates its transcriptional activity. Our studies demonstrate a novel molecular mechanism controlling osteoclast differentiation and function by Tet2, that is, through interactions with Runx1 and the maintenance of genomic 5 hmC. Targeting Tet2 and its pathway could be a potential therapeutic strategy for the prevention and treatment of abnormal bone mass caused by the deregulation of osteoclast activities. | Yajing Chu Zhigang Zhao David Wayne Sant Ganqian Zhu Sarah M. Greenblatt Lin Liu Jinhuan Wang Zeng Cao Jeanette Cheng Tho Shi Chen Xiaochen Liu Peng Zhang Jaroslaw P. Maciejewski Stephen Nimer Gaofeng Wang Weiping Yuan Feng-Chun Yang Mingjiang Xu | 2018 | Genomics, Proteomics & Bioinformatics2018，16，3： | 2 |
| 4 | Glyoxylate metabolism and adaptation of Mycobacterium tuberculosis to survival under anaerobic conditions显示文摘 | Wayne L G Lin K Y | 1982 | Infect Immun1982，37，3： | 1 |
| 5 | Diabetes and Poor Disease Control: Is Comorbid Depression Associated With Poor Medication Adherence or Lack of Treatment 显示文摘 | Wayne Katon Joan Russo Elizabeth HB Lin | 2009 | In- tensification Psychosomatic Medicine2009，71，96： | 1 |
| 6 | Glyoxylate metabolism and adaptation of Mycobacterium tuberculosis to survival under anaerobic conditions显示文摘 | WAYNE L G LIN K Y | 1982 | Infect Immun1982，37，3： | 1 |
| 7 | Predictors of Postoperative Complications After Trimodality Therapy for Esophageal Cancer显示文摘 | Jingya Wang Caimiao Wei Susan L. Tucker Bevan Myles Matthew Palmer Wayne L. Hofstetter Stephen G. Swisher Jaffer A. Ajani James D. Cox Ritsuko Komaki Zhongxing Liao Steven H. Lin | 2013 | International Journal of Radiation Oncology Biology Physics2013，，5： | 1 |
| 8 | Inhibitors of hepatitis C virus NS3·4A protease. Part 3: P 2 proline variants显示文摘 | Robert B Perni Luc J Farmer Kevin M Cottrell John J Court Lawrence F Courtney David D Deininger Cynthia A Gates Scott L Harbeson Joseph L Kim Chao Lin Kai Lin Yu-Ping Luong John P Maxwell Mark A Murcko Janos Pitlik B.Govinda Rao Wayne C Schairer Roger D T | 2004 | Bioorganic & Medicinal Chemistry Letters2004，，8： | 1 |
| 9 | Propensity Score-based Comparison of Long-term Outcomes With 3-Dimensional Conformal Radiotherapy vs Intensity-Modulated Radiotherapy for Esophageal Cancer显示文摘 | Steven H. Lin Lu Wang Bevan Myles Peter F. Thall Wayne L. Hofstetter Stephen G. Swisher Jaffer A. Ajani James D. Cox Ritsuko Komaki Zhongxing Liao | 2012 | International Journal of Radiation Oncology Biology Physics2012，，5： | 1 |
| 10 | Development of a Novel Peptide Microarray for Large Scale Epitope Mapping of Food Allergens 显示文摘 | LIN Jing LUDMILLA B WAYNE G S | 2009 | J Allergy Clin Immunol2009，124，2： | 1 |
| 11 | ABC control of diabetes: Survey data from National Diabetes Health Promotion Centers in Taiwan显示文摘 | Neng-Chun Yu Hsiu-Yueh Su Shih-Tzer Tsai Boniface J. Lin Ruei-Shiang Shiu Yu-Chuan Hsieh Wayne Huey-Herng Sheu | 2009 | Diabetes Research and Clinical Practice2009，，2： | 1 |
| 12 | Development of a novel peptide microarray for large scale epitope mapping of food allergens显示文摘 | LIN Jing BARDINA L WAYNE G | 2009 | J Allergy Clin Immunol2009，124，2： | 1 |
| 13 | Graves disease after thyroid hormone treatment for thyroid nodule显示文摘 | Lai YJ Lin SY Wayne HH | 2009 | Endocrinologist2009，19，2： | 1 |
| 14 | Collabora- tive Management to Achieve Treatment Guidelines Impact on Depression in Primary Care显示文摘 | Wayne Katon Michael Von Korff Elizabeth Lin | 1995 | JAMA1995，，273： | 1 |
| 15 | Preopertive plasma concentrations of vascular endothelial growth factor and matrix metallopmteinase 9 are associated with stage progression in papillary thyroid cancer显示文摘 | Lin SY Wang YY Wayne H | | 0，，： | 1 |
| 16 | Reputation distribution and consumer-to-consumer online auction market structure:an exploratory study显示文摘 | Zhangxi Lin Dahui Li Balaji Janamanchi Wayne Huang | 2006 | Decision Support Systems2006，，41： | 1 |
| 17 | A Framework for An Automotive Body Assembly Process Design System 显示文摘 | Guanlong Chen Jiangqi Zhou Wayne Cai Xinmin Lai Zhongqin Lin Roland Menassa | 2006 | Computer-Aided Design (S0010-4485)2006，38，： | 1 |
| 18 | Hyperglycemia is associated with enhanced gluconeogenesis in a rat model of permanent cerebral ischemia显示文摘 | Ya-Yu Wang Chun-Jung Chen Shih-Yi Lin Yu-Han Chuang Wayne Huey-Herng Sheu Kwong-Chung Tung | 2012 | Molecular and Cellular Endocrinology2012，，： | 1 |
| 19 | Effect of improving depression care on pain and functional outcomes among older adults with arthritis 显示文摘 | Elizabeth H B Lin Wayne Katon Michael Von Korff | 2003 | The Journal of the American Medical Association2003，290，18： | 1 |
| 20 | One-handed standing pull strength in different postures: normative data显示文摘 | LIN Jiahua Raymond W MCGORRY Wayne S MAYNARD | 2013 | Applied Ergonomics2013，44，4： | 1 |
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