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Survey of the Algorithms on Association Rule Mining

Bi Jianxin,Zhang Qishan

Strategic Study of CAE 2005, Volume 7, Issue 4,   Pages 88-94

Abstract:

In this paper the principle of the algorithms on association rule mining is introduced firstly, andresearches of the algorithms on association rule mining are summarized in turn according to variableAt last, some future directions on association rule generation are viewed.

Keywords： data mining     association rule     algorithms     survey    

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Entity and relation extraction with rule-guided dictionary as domain knowledge

Frontiers of Engineering Management   Pages 610-622 doi: 10.1007/s42524-022-0226-0

Abstract: Entity and relation extraction is an indispensable part of domain knowledge graph construction, which can serve relevant knowledge needs in a specific domain, such as providing support for product research, sales, risk control, and domain hotspot analysis. The existing entity and relation extraction methods that depend on pretrained models have shown promising performance on open datasets. However, the performance of these methods degrades when they face domain-specific datasets. Entity extraction models treat characters as basic semantic units while ignoring known character dependency in specific domains. Relation extraction is based on the hypothesis that the relations hidden in sentences are unified, thereby neglecting that relations may be diverse in different entity tuples. To address the problems above, this paper first introduced prior knowledge composed of domain dictionaries to enhance characters’ dependence. Second, domain rules were built to eliminate noise in entity relations and promote potential entity relation extraction. Finally, experiments were designed to verify the effectiveness of our proposed methods. Experimental results on two domains, including laser industry and unmanned ship, showed the superiority of our methods. The F1 value on laser industry entity, unmanned ship entity, laser industry relation, and unmanned ship relation datasets is improved by +1%, +6%, +2%, and +1%, respectively. In addition, the extraction accuracy of entity relation triplet reaches 83% and 76% on laser industry entity pair and unmanned ship entity pair datasets, respectively.

Keywords： entity extraction     relation extraction     prior knowledge     domain rule    

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Physiological functions and clinical implications of the N-end rule pathway

Yujiao Liu,Chao Liu,Wen Dong,Wei Li

Frontiers of Medicine 2016, Volume 10, Issue 3,   Pages 258-270 doi: 10.1007/s11684-016-0458-7

Abstract:

The N-end rule pathway is a unique branch of the ubiquitin-proteasome system in which the determinationThe molecular basis of the N-end rule pathway has been elucidated and its physiological functions haveThis review summarized the physiological functions of the N-end rule pathway, introduced the related

Keywords： N-end rule pathway     Ate1     cardiovascular development     neurogenesis     spermatogenesis     neurodegenerative disorders    

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Novel slack-based robust scheduling rule for a semiconductor manufacturing system with uncertain processing

Juan LIU, Fei QIAO, Yumin MA, Weichang KONG

Frontiers of Engineering Management 2018, Volume 5, Issue 4,   Pages 507-514 doi: 10.15302/J-FEM-2018045

Abstract: To improve the robustness of the scheduling scheme, we propose a novel slack-based robust scheduling rule

Keywords： semiconductor manufacturing system     uncertain processing time     dynamic scheduling     slack-based robust scheduling rule    

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Genome-wide association studies: inherent limitations and future challenges

Yan Du, Jiaxin Xie, Wenjun Chang, Yifang Han, Guangwen Cao

Frontiers of Medicine 2012, Volume 6, Issue 4,   Pages 444-450 doi: 10.1007/s11684-012-0225-3

Abstract:

Genome-wide association studies (GWAS) have achieved great success in identifying genetic variants

Keywords： genome-wide association studies (GWAS)     genetic variant     cancer     limitation     challenge    

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Advancement in genetic variants conferring obesity susceptibility from genome-wide association studies

Tao Wang,Weiping Jia,Cheng Hu

Frontiers of Medicine 2015, Volume 9, Issue 2,   Pages 146-161 doi: 10.1007/s11684-014-0373-8

Abstract: The advent of genome-wide association studies (GWAS) has hastened the progress of polygenic obesity research

Keywords： obesity     genetics     genome-wide association studies     body mass index     fat mass- and obesity-associated gene    

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Study on the NOx release rule along the boiler during pulverized coal combustion

JIN Jing, ZHANG Zhongxiao, LI Ruiyang

Frontiers in Energy 2007, Volume 1, Issue 1,   Pages 91-95 doi: 10.1007/s11708-007-0009-7

Abstract: Numerical simulation and experimental study on NO release along the boiler during pulverized coal combustion have been conducted. With the increase of temperature the NO emission increased and the peak value of NO release moved forward. But when the temperature increased to a certain degree, NO emission began to reduce. NO emission increased with the increase of nitrogen content of coal. The peak value of NO release moved backwards with the increase of coal rank. NO emission increased obviously with the increase of stoichiometric ratio. There existed a critical average diameter of the pulverized coal (). If "d, NO emission reduced with the decrease of pulverized coal size. If >, NO emission reduced with the increase of the pulverized coal size. The results showed that the simulation results are in agreement with the experimental results for concentration distribution of NO along the axis of the furnace.
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The study of slip line field and upper bound method based on the non-associated flow rule

Zheng Yingren,Deng Chujian,Wang Jinglin

Strategic Study of CAE 2010, Volume 12, Issue 8,   Pages 56-69

Abstract: text-align: justify;">The slip line field theory and the upper bound method based on the associated flow ruleplastic theory don't accord with the experiment for geotechnical material ,so the non-associated flow ruleproblems existing in the slip line field theory and the upper bound method based on the associated flow ruleThe slip line field theory and the upper bound method based on the non-associated flow rule were deducedinconsistencies in the slip line field theory and the upper bound method based on the associated flow rule

Keywords： slip line field     upper bound method     associated flow rule     non-associated flow rule     generalized plastic    

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Obesity and overweight prevalence and its association with undiagnosed hypertension in Shanghai population

Xinjian Li, Jiying Xu, Haihong Yao, Yanfei Guo, Minna Chen, Wei Lu

Frontiers of Medicine 2012, Volume 6, Issue 3,   Pages 322-328 doi: 10.1007/s11684-012-0204-8

Abstract: determine the prevalence of overweight and obese subjects in the Shanghai population of China and its associationMultiple logistic regression analyses were used to assess the association of overweight or obesity withThese data suggest that overweight and obesity prevalence and their association with undiagnosed hypertension

Keywords： overweight     obesity     undiagnosed hypertension     prevalence     association    

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Genome-wide association study of the backfat thickness trait in two pig populations

Dandan ZHU,Xiaolei LIU,Rothschild MAX,Zhiwu ZHANG,Shuhong ZHAO,Bin FAN

Frontiers of Agricultural Science and Engineering 2014, Volume 1, Issue 2,   Pages 91-95 doi: 10.15302/J-FASE-2014005

Abstract: rib backfat thickness trait were identified in two independent pig populations, using a genome-wide association

Keywords： backfat thickness     SNP chip     genome-wide association study     compressed mixed linear model     pig    

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How to judge the association of postmenopausal hormone therapy and the risk of breast cancer

Ling XU

Frontiers of Medicine 2010, Volume 4, Issue 3,   Pages 290-293 doi: 10.1007/s11684-010-0093-7

Abstract: The relevance of postmenopausal hormone therapy (HT) for breast cancer risk has been long debated, although it is one of the most important barriers for women to accept HT. Various opinions have been reported from recent randomized clinical trials and epidemiological studies. These unanswered questions include: whether HT has a positive impact on breast cancer; whether risks of therapy with unopposed estrogen and combined estrogen-progestin are different; and whether different types and routes of estrogen and progestogens, as well as the duration and cessation of HT use, have different impacts on this disorder. Recently, there has been some good news such as the following: the currently available data do not provide sufficient evidence to prove a causal relationship between postmenopausal HT and breast cancer; breast cancer in postmenopausal women using HT usually has better prognosis than that of nonusers. In conclusion, HT is still the most effective method of relieving climacteric symptoms for many postmenopausal women. However, a possible risk of breast cancer associated with long-term HT usage should not be ignored. With respect to prevention of breast cancer, regular evaluation of individual breast cancer susceptibility and close follow-up through mammography and/or breast sonography are necessary strategies for the safety of HT use.

Keywords： breast cancer     postmenopausal hormone therapy     unopposed estrogen therapy     combined estrogen-progestin therapy    

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Abiotic association of phthalic acid esters with humic acid of a sludge landfill

Xiaoli CHAI, Yongxia HAO, Xin ZHAO, Guixiang LIU, Ying ZHU, Rong JI, Jun WU, Huanhuan TONG, Youcai ZHAO

Frontiers of Environmental Science & Engineering 2012, Volume 6, Issue 6,   Pages 778-783 doi: 10.1007/s11783-012-0434-7

Abstract: The abiotic association between phthalic acid esters (PAEs) and humic substances (HS) in sludge landfillAn equilibrium dialysis combined with C-labeling was used to study the abiotic association of two abundantThe results indicated that the association strength of PAEs with HA depended on both the properties ofThe values of the association were strongly dependent on solution pH, and decreased dramatically asThe interactive hydrogen-bonds between the HA and the PAEs molecules may also be involved in the association

Keywords： abiotic association     phthalic acid esters (PAEs)     humic acid     sludge     landfill    

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Distribution of antibiotic resistance genes and their association with bacteria and viruses in decentralized

Frontiers of Environmental Science & Engineering 2022, Volume 16, Issue 3, doi: 10.1007/s11783-021-1469-4

Abstract:

• Distribution of ARGs in decentralized sewage facilities were investigated.

Keywords： Decentralized sewage treatment facilities     Antibiotic resistance genes     Virus     Metagenomics     Network analysis    

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A post-GWAS replication study confirming the association of

Shaohua YANG,Chao QI,Yan XIE,Xiaogang CUI,Yahui GAO,Jianping JIANG,Li JIANG,Shengli ZHANG,Qin ZHANG,Dongxiao SUN

Frontiers of Agricultural Science and Engineering 2014, Volume 1, Issue 4,   Pages 321-330 doi: 10.15302/J-FASE-2014037

Abstract: Genome-wide association studies with an Illumina Bovine50K chip have detected 105 SNPs associated withof nine of these identified SNPs were successfully genotyped and analyzed by mass spectrometry for associationThese findings, therefore, provide strong evidence for association of variants with milk yield and

Keywords： annotation     Chinese Holstein     milk production traits     C14H8orf33 gene     single nucleotide polymorphisms     association    

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Genome-wide association analysis reveals genetic loci and candidate genes associated with intramuscular

Xingwang WANG, Rongrong DING, Jianping QUAN, Linxue YANG, Ming YANG, Enqin ZHENG, Dewu LIU, Gengyuan CAI, Zhenfang WU, Jie YANG

Frontiers of Agricultural Science and Engineering 2017, Volume 4, Issue 3,   Pages 335-341 doi: 10.15302/J-FASE-2017152

Abstract: Genome-wide association study is a powerful tool to detect genomic regions associated with phenotypic

Keywords： Duroc pigs     genome-wide association analysis     intramuscular fat    

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Title Author Date Type Operation

Survey of the Algorithms on Association Rule Mining

Bi Jianxin,Zhang Qishan

Journal Article

Entity and relation extraction with rule-guided dictionary as domain knowledge

Journal Article

Physiological functions and clinical implications of the N-end rule pathway

Yujiao Liu,Chao Liu,Wen Dong,Wei Li

Journal Article

Novel slack-based robust scheduling rule for a semiconductor manufacturing system with uncertain processing

Juan LIU, Fei QIAO, Yumin MA, Weichang KONG

Journal Article

Genome-wide association studies: inherent limitations and future challenges

Yan Du, Jiaxin Xie, Wenjun Chang, Yifang Han, Guangwen Cao

Journal Article

Advancement in genetic variants conferring obesity susceptibility from genome-wide association studies

Tao Wang,Weiping Jia,Cheng Hu

Journal Article

Study on the NOx release rule along the boiler during pulverized coal combustion

JIN Jing, ZHANG Zhongxiao, LI Ruiyang

Journal Article

The study of slip line field and upper bound method based on the non-associated flow rule

Zheng Yingren,Deng Chujian,Wang Jinglin

Journal Article

Obesity and overweight prevalence and its association with undiagnosed hypertension in Shanghai population

Xinjian Li, Jiying Xu, Haihong Yao, Yanfei Guo, Minna Chen, Wei Lu

Journal Article

Genome-wide association study of the backfat thickness trait in two pig populations

Dandan ZHU,Xiaolei LIU,Rothschild MAX,Zhiwu ZHANG,Shuhong ZHAO,Bin FAN

Journal Article

How to judge the association of postmenopausal hormone therapy and the risk of breast cancer

Ling XU

Journal Article

Abiotic association of phthalic acid esters with humic acid of a sludge landfill

Xiaoli CHAI, Yongxia HAO, Xin ZHAO, Guixiang LIU, Ying ZHU, Rong JI, Jun WU, Huanhuan TONG, Youcai ZHAO

Journal Article

Distribution of antibiotic resistance genes and their association with bacteria and viruses in decentralized

Journal Article

A post-GWAS replication study confirming the association of

Shaohua YANG,Chao QI,Yan XIE,Xiaogang CUI,Yahui GAO,Jianping JIANG,Li JIANG,Shengli ZHANG,Qin ZHANG,Dongxiao SUN

Journal Article

Genome-wide association analysis reveals genetic loci and candidate genes associated with intramuscular

Xingwang WANG, Rongrong DING, Jianping QUAN, Linxue YANG, Ming YANG, Enqin ZHENG, Dewu LIU, Gengyuan CAI, Zhenfang WU, Jie YANG

Journal Article