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A neural network-based production process modeling and variable importance analysis approach in corn

Frontiers of Chemical Science and Engineering 2023, Volume 17, Issue 3,   Pages 358-371 doi: 10.1007/s11705-022-2190-y

Abstract: In this paper, a neural network-based production process modeling and variable importance analysis approachUltimately, variable importance analysis is carried out by the extended weight connection method, and

Keywords: big data     corn to sugar factory     neural network     variable importance analysis    

The critical importance of epigenetics in autoimmune-related skin diseases

Frontiers of Medicine 2023, Volume 17, Issue 1,   Pages 43-57 doi: 10.1007/s11684-022-0980-8

Abstract: Autoimmune-related skin diseases are a group of disorders with diverse etiology and pathophysiology involved in autoimmunity. Genetics and environmental factors may contribute to the development of these autoimmune disorders. Although the etiology and pathogenesis of these disorders are poorly understood, environmental variables that induce aberrant epigenetic regulations may provide some insights. Epigenetics is the study of heritable mechanisms that regulate gene expression without changing DNA sequences. The most important epigenetic mechanisms are DNA methylation, histone modification, and noncoding RNAs. In this review, we discuss the most recent findings regarding the function of epigenetic mechanisms in autoimmune-related skin disorders, including systemic lupus erythematosus, bullous skin diseases, psoriasis, and systemic sclerosis. These findings will expand our understanding and highlight the possible clinical applications of precision epigenetics approaches.

Keywords: epigenetics     autoimmune-related skin diseases     DNA methylation     histone modifications     noncoding RNAs    

Recent advances in system reliability optimization driven by importance measures

Shubin SI, Jiangbin ZHAO, Zhiqiang CAI, Hongyan DUI

Frontiers of Engineering Management 2020, Volume 7, Issue 3,   Pages 335-358 doi: 10.1007/s42524-020-0112-6

Abstract: Birnbaum importance is a well-known method for evaluating the effect of component reliability on systemMany importance measures (IMs) are extended for binary, multistate, and continuous systems from differentaspects based on the Birnbaum importance.Therefore, the significance of Birnbaum importance is illustrated from the perspective of probabilityThe importance-based optimization algorithms for complex or large-scale systems are generalized to obtain

Keywords: importance measure     system performance     reliability optimization     optimization rules     optimization algorithms    

Improved resilience measure for component recovery priority in power grids

Frontiers of Engineering Management 2021, Volume 8, Issue 4,   Pages 545-556 doi: 10.1007/s42524-021-0161-5

Abstract: the severity of power grid disasters, an improved power grid resilience measure and its corresponding importanceResult shows that the recovery priorities of components with different importance measures vary.

Keywords: resilience measure     power grid     importance measure     component recovery    

balloon-only strategy for percutaneous coronary intervention of left main coronary artery disease: the importance

Frontiers of Medicine 2023, Volume 17, Issue 1,   Pages 75-84 doi: 10.1007/s11684-022-0950-1

Abstract: This retrospective single-center registry study included all consecutive patients who underwent percutaneous coronary intervention (PCI) for a de novo left main coronary artery lesion using drug coated-balloon (DCB)-only strategy between August 2011 and December 2018. To best of our knowledge, no previous studies of DCB-only strategy of treating de novo left main coronary artery disease, exist. The primary endpoint was major adverse cardiovascular events (MACEs) including cardiac death, non-fatal myocardial infarction, and target lesion revascularization (TLR). The cohort was divided into two groups depending on weather the lesion preparation was done according to the international consensus group guidelines. Sixty-six patients (mean age 75±8.6, 72% male), 52% of whom had acute coronary syndrome, underwent left main PCI with the DCB-only strategy. No procedural mortality and no acute closures of the treated left main occurred. At 12 months, MACE and TLR occurred in 24% and 6% of the whole cohort, respectively. If the lesion preparation was done according to the guidelines, the MACE and TLR rates were 21.2% and 1.9%. Left main PCI with the DCB only-strategy is safe leading to acceptable MACE and low TLR rates at one year, if the lesion preparation is done according to the guidelines.

Keywords: drug-coated balloon     left main     high bleeding risk     predilatation     calcifield lesion     percutaneous coronary intervention    

The Rising Importance of Precision Engineering

Mark Hoffman, Liangchi Zhang

Engineering 2018, Volume 4, Issue 6,   Pages 759-759 doi: 10.1016/j.eng.2018.11.007

An evaluation method for link importance based on the characteristic of network communication

Jiang Yu,Hu Aiqun,He Ming

Strategic Study of CAE 2009, Volume 11, Issue 9,   Pages 64-67

Abstract: The link importance is determined by its using frequency in all-pairs shortest paths and the most vitalalgorithm directly reflects the edge's contribution to the network communication and the relative importance

Keywords: communication networks     link importance     shortest paths     serial links    

Emergy evaluation of polygeneration systems

WANG Lingmei, LI Zheng, NI Weidou

Frontiers in Energy 2007, Volume 1, Issue 2,   Pages 223-227 doi: 10.1007/s00000-007-0030-x

Abstract: index, the cost structure, emission effect and energy saved were all considered on the same level of importance

Keywords: fuel-to-electric     sustainability     importance     polygeneration     practical    

Passive source localization using importance sampling based on TOA and FOA measurements Article

Rui-rui LIU, Yun-long WANG, Jie-xin YIN, Ding WANG, Ying WU

Frontiers of Information Technology & Electronic Engineering 2017, Volume 18, Issue 8,   Pages 1167-1179 doi: 10.1631/FITEE.1601657

Abstract: In this paper, we use the Pincus theorem and Monte Carlo importance sampling (MCIS) to achieve an approximateHowever, the MCIS method is robust to this prior knowledge for point sampling and correction of importance

Keywords: Passive source localization     Time of arrival (TOA)     Frequency of arrival (FOA)     Monte Carlo importance    

Importance of emulsions in crystallization—applications for fat crystallization

Sandra PETERSEN, K. CHALEEPA, Joachim ULRICH

Frontiers of Chemical Science and Engineering 2013, Volume 7, Issue 1,   Pages 43-48 doi: 10.1007/s11705-013-1309-6

Abstract: Here, the importance of emulsions in the field of fat crystallization is described.

Keywords: emulsion     fat crystallization     phase change material     emulsion fractionation     emulsion solidification    

An artificial intelligence based method for evaluating power grid node importance using network embedding Research Papers

Hui-fang WANG, Chen-yu ZHANG, Dong-yang LIN, Ben-teng HE

Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 6,   Pages 816-828 doi: 10.1631/FITEE.1800146

Abstract: solve this problem, an artificial intelligence based method is proposed for evaluating power grid node importanceThe sample set can reflect the relationship between the node features and the corresponding importancesupport vector regression model is trained based on the optimized sample set for the later online use of importanceA case study demonstrates that the proposed method can effectively evaluate node importance for a power

Keywords: Power grid     Artificial intelligence     Node importance     Text-associated DeepWalk     Network embedding     Support    

Development and utilization of underground space for the protection of relics in the Yang Emperor Mausoleum of the Han Dynasty

CHEN Zhilong, ZHANG Ping, LI Juxi

Frontiers of Structural and Civil Engineering 2007, Volume 1, Issue 2,   Pages 229-233 doi: 10.1007/s11709-007-0028-9

Abstract: underground protection and exhibition hall of relics that is under construction, the article expounds the importance

Keywords: importance     architecture     preservation     harmonious relationship     construction    

Analysis of statistical thermodynamic model for binary protein adsorption equilibria on cation exchange adsorbent

ZHOU Xiaopeng, SU Xueli, SUN Yan

Frontiers of Chemical Science and Engineering 2007, Volume 1, Issue 2,   Pages 103-112 doi: 10.1007/s11705-007-0020-x

Abstract: A study of nonlinear competitive adsorption equilibria of proteins is of fundamental importance in understanding

Keywords: fundamental importance     single-component equilibria     acceptable fitting     hemoglobin     chromatographic separation    

Green Heating System——Topic of Critical Importance

Song Zhi-ping

Strategic Study of CAE 2001, Volume 3, Issue 6,   Pages 9-14

Abstract:

Nowadays a topic of most concern is how to protect the global climate change and meet the increasing demand of fresh water. To meet this challenge an intelligent use of energy is urgently needed.

The term “Green Heating System” is synonymous with“Environmentally Friendly Heating System”.This term is academically defined in this paper. To this end the paper introduces the concepts of reversible mode of heating and generalized total heating system which consists of six subsystems, involving three sections, namely “hot end”,“cold end”and “heat generation section”.The exergy - based Specific Consumption Analysis Approach proposed by the author was adopted to quantitatively evaluate the effect of these subsystems on performance of the global system. It is found that emissions caused by heating systems are expected to be enormously reduced as a result of fuel saving potential explored by means of enhancement of exergy efficiencies of the above -mentioned subsystems. In addition, an integration of a large - scale green heating system with sea - water desalination plant will provide an alternative of fresh water supply which could compete with that of water source reallocation projects.

Keywords: sustainable development     water resource     combined heat and power     heat pump     poly generation    

Comprehensive evaluation of heavy metal contamination of sediment in Lake Dianchi by using modified AHP method and Cs dating

ZHANG Yan, GAO Xiang, ZHONG Zhenyu, PENG Buzhuo, DENG Xihai

Frontiers of Environmental Science & Engineering 2008, Volume 2, Issue 3,   Pages 370-379 doi: 10.1007/s11783-008-0054-4

Abstract: according to the symbol and value of and ; third, the continuous odd integers, which represented the importance

Keywords: Dianchi     Analytical Hierarchy     monitoring     modified Analytical     importance    

Title Author Date Type Operation

A neural network-based production process modeling and variable importance analysis approach in corn

Journal Article

The critical importance of epigenetics in autoimmune-related skin diseases

Journal Article

Recent advances in system reliability optimization driven by importance measures

Shubin SI, Jiangbin ZHAO, Zhiqiang CAI, Hongyan DUI

Journal Article

Improved resilience measure for component recovery priority in power grids

Journal Article

balloon-only strategy for percutaneous coronary intervention of left main coronary artery disease: the importance

Journal Article

The Rising Importance of Precision Engineering

Mark Hoffman, Liangchi Zhang

Journal Article

An evaluation method for link importance based on the characteristic of network communication

Jiang Yu,Hu Aiqun,He Ming

Journal Article

Emergy evaluation of polygeneration systems

WANG Lingmei, LI Zheng, NI Weidou

Journal Article

Passive source localization using importance sampling based on TOA and FOA measurements

Rui-rui LIU, Yun-long WANG, Jie-xin YIN, Ding WANG, Ying WU

Journal Article

Importance of emulsions in crystallization—applications for fat crystallization

Sandra PETERSEN, K. CHALEEPA, Joachim ULRICH

Journal Article

An artificial intelligence based method for evaluating power grid node importance using network embedding

Hui-fang WANG, Chen-yu ZHANG, Dong-yang LIN, Ben-teng HE

Journal Article

Development and utilization of underground space for the protection of relics in the Yang Emperor Mausoleum of the Han Dynasty

CHEN Zhilong, ZHANG Ping, LI Juxi

Journal Article

Analysis of statistical thermodynamic model for binary protein adsorption equilibria on cation exchange adsorbent

ZHOU Xiaopeng, SU Xueli, SUN Yan

Journal Article

Green Heating System——Topic of Critical Importance

Song Zhi-ping

Journal Article

Comprehensive evaluation of heavy metal contamination of sediment in Lake Dianchi by using modified AHP method and Cs dating

ZHANG Yan, GAO Xiang, ZHONG Zhenyu, PENG Buzhuo, DENG Xihai

Journal Article