The vapor-phase synthesis of 3-methylindole over Ag/SiO2 doped with ZnO was investigated. The catalysts were characterized by XRD, H2- TPR, NH3-TPD and TG techniques. The results indicated that ZnO promoter greatly en...The vapor-phase synthesis of 3-methylindole over Ag/SiO2 doped with ZnO was investigated. The catalysts were characterized by XRD, H2- TPR, NH3-TPD and TG techniques. The results indicated that ZnO promoter greatly enhanced the initial activity of the catalyst but disfavored its stability. H2-TPR and XRD results showed that the reduction peak of Ag2O shifted to higher temperature and the intensity of silver diffraction peaks was much weaker after the addition of ZnO promoter to Ag/SiO2. This indicated that there existed the interaction between Ag2O and SiO2-ZnO which promoted the silver particles dispersing on the support and inhibited the sintering of silver during the reaction. NH3-TPD and TG results revealed that the acid amounts of the catalyst and coking increased after adding ZnO to Ag/SiO2, which resulted in the deactivation of Ag/SiO2-ZnO catalyst rapidly.展开更多
<p align="justify"> <strong><span style="font-family:Verdana;">Background:</span></strong><span style="font-family:Verdana;"> Indigent selected for the...<p align="justify"> <strong><span style="font-family:Verdana;">Background:</span></strong><span style="font-family:Verdana;"> Indigent selected for their health care is complex and poses enormous challenges. The actors involved have an influence on health actions and their perception is decisive for better care for the indigent. Little evidence exists on these perceptions and this paper has captured this. </span><strong><span style="font-family:Verdana;">Methods:</span></strong><span style="font-family:Verdana;"> A case study involved 163 participants with a questionnaire and an interview guide. The quantitative responses were classified according to a measurement scale, proportions and overall indices of perception (<em>Ip</em>) and satisfaction (CSAT) were calculated. The relationship between variables was investigated using chi-square. Thematic analysis was used with qualitative data. The study met ethical requirements. </span><strong><span style="font-family:Verdana;">Results: </span></strong><span style="font-family:Verdana;">The participants had a positive perception of the selection: <em>Ip</em> = 0.77, but a minority (1/5) were dissatisfied with the selection. The perception of selection did not differ significantly depending on the experience of the actors. For the vast majority, the definition of indigent was satisfactory (CSAT = 91.4). The selection was done in a top down fashion and steps such as setting up committees, informing stakeholders, had shortcomings which negatively impacted the effectiveness of the selection. The needs of the participants included transparency in the indigent select process, matching the tools for selecting the indigent to the context, strengthening of local action, deconstruction of prejudices in terms of the indigent, power of actors to act, and importance for health services to reach out to the indigent. </span><strong><span style="font-family:Verdana;">Conclusion: </span></strong><span style="font-family:Verdana;">Considering the perception of the actors as well as their needs will improve the selection for effective care of the indigent.</span> </p>展开更多
In many fields such as signal processing,machine learning,pattern recognition and data mining,it is common practice to process datasets containing huge numbers of features.In such cases,Feature Selection(FS)is often i...In many fields such as signal processing,machine learning,pattern recognition and data mining,it is common practice to process datasets containing huge numbers of features.In such cases,Feature Selection(FS)is often involved.Meanwhile,owing to their excellent global search ability,evolutionary computation techniques have been widely employed to the FS.So,as a powerful global search method and calculation fast than other EC algorithms,PSO can solve features selection problems well.However,when facing a large number of feature selection,the efficiency of PSO drops significantly.Therefore,plenty of works have been done to improve this situation.Besides,many studies have shown that an appropriate population initialization can effectively help to improve this problem.So,basing on PSO,this paper introduces a new feature selection method with filter-based population.The proposed algorithm uses Principal Component Analysis(PCA)to measure the importance of features first,then based on the sorted feature information,a population initialization method using the threshold selection and the mixed initialization is proposed.The experiments were performed on several datasets and compared to several other related algorithms.Experimental results show that the accuracy of PSO to solve feature selection problems is significantly improved after using proposed method.展开更多
Models of optimal escape strategy predict that animals should move away when the costs of fleeing (metabolic and opportunity costs) are outweighed by the costs of remaining. These theoretical models predict that mor...Models of optimal escape strategy predict that animals should move away when the costs of fleeing (metabolic and opportunity costs) are outweighed by the costs of remaining. These theoretical models predict that more vulnerable individuals should be more reactive, moving away when an approaching threat is further away. We tested whether escape behaviour (includ- ing 'escape calling') ofLithobates sphenocephalus approached by a human was influenced by body size or the initial microhabi- tat that the individual was found in. Irrespective of their size, frogs in the open tended to remain immobile, enhancing their cryp- sis. Frogs in cover showed different responses according to their body size, but, contrary to our initial predictions, larger frogs showed greater responsiveness (longer flight initiation distance and distances fled) than small frogs. Small frogs tended to remain closer to water and escaped into water, while larger individuals were more likely to jump to terrestrial cover and call during escape. Density of frogs near the focal animal had no effect on escape behaviour. This study indicates a range of escape responses in this species and points to the importance of divergent escape choices for organisms which live on the edge of different environments .展开更多
Translation initiation sites (TISs) are important signals in cDNA sequences. In many previous attempts to predict TISs in cDNA sequences, three major factors affect the prediction performance: the nature of the cDNA s...Translation initiation sites (TISs) are important signals in cDNA sequences. In many previous attempts to predict TISs in cDNA sequences, three major factors affect the prediction performance: the nature of the cDNA sequence sets, the rel- evant features selected, and the classification methods used. In this paper, we examine different approaches to select and integrate relevant features for TIS pre- diction. The top selected significant features include the features from the position weight matrix and the propensity matrix, the number of nucleotide C in the se- quence downstream ATG, the number of downstream stop codons, the number of upstream ATGs, and the number of some amino acids, such as amino acids A and D. With the numerical data generated from these features, different classifi- cation methods, including decision tree, naive Bayes, and support vector machine, were applied to three independent sequence sets. The identified significant features were found to be biologically meaningful, while the experiments showed promising results.展开更多
Coding regions have complex interactions among multiple selective forces,which are manifested as biases in nucleotide composition.Previous studies have revealed a decreasing GC gradient from the 5′-end to 3′-end of ...Coding regions have complex interactions among multiple selective forces,which are manifested as biases in nucleotide composition.Previous studies have revealed a decreasing GC gradient from the 5′-end to 3′-end of coding regions in various organisms.We confirmed that this gradient is universal in eukaryotic genes,but the decrease only starts from the~25th codon.This trend is mostly found in nonsynonymous(ns)sites at which the GC gradient is universal across the eukaryotic genome.Increased GC contents at ns sites result in cheaper amino acids,indicating a universal selection for energy efficiency toward the N-termini of encoded proteins.Within a genome,the decreasing GC gradient is intensified from lowly to highly expressed genes(more and more protein products),further supporting this hypothesis.This reveals a conserved selective constraint for cheaper amino acids at the translation start that drives the increased GC contents at ns sites.Elevated GC contents can facilitate transcription but result in a more stable local secondary structure around the start codon and subsequently impede translation initiation.Conversely,the GC gradients at four-fold and two-fold synonymous sites vary across species.They could decrease or increase,suggesting different constraints acting at the GC contents of different codon sites in different species.This study reveals that the overall GC contents at the translation start are consequences of complex interactions among several major biological processes that shape the nucleotide sequences,especially efficient energy usage.展开更多
Selecting a proper initial input for Iterative Learning Control (ILC) algorithms has been shown to offer faster learning speed compared to the same theories if a system starts from blind. Iterative Learning Control is...Selecting a proper initial input for Iterative Learning Control (ILC) algorithms has been shown to offer faster learning speed compared to the same theories if a system starts from blind. Iterative Learning Control is a control technique that uses previous successive projections to update the following execution/trial input such that a reference is followed to a high precision. In ILC, convergence of the error is generally highly dependent on the initial choice of input applied to the plant, thus a good choice of initial start would make learning faster and as a consequence the error tends to zero faster as well. Here in this paper, an upper limit to the initial choice construction for the input signal for trial 1 is set such that the system would not tend to respond aggressively due to the uncertainty that lies in high frequencies. The provided limit is found in term of singular values and simulation results obtained illustrate the theory behind.展开更多
This paper reports on a case study which explored Chinese L2 learners' conversational involvement in NS-NNS interaction in a study-abroad context. In particular, the study investigated the possible link between topic...This paper reports on a case study which explored Chinese L2 learners' conversational involvement in NS-NNS interaction in a study-abroad context. In particular, the study investigated the possible link between topic initiation and conversational involvement examined under the commonly identified topic genres in casual conversations, including "observation", "opinion seeking/providing", "story-telling", "chat" topics and "gossip". The findings show differences in the choices of topic initiation between the NS English group and the NNS Chinese group. Further analysis found that the participants' topic initiations did not necessarily lead to their active conversational involvement and suggests that the mere fact of getting involved in a topic does not always produce a sense of shared common ground between/among the conversationalists. The positive link between topic initiation and conversational involvement (such as in "observation"), and its impact upon L2 learners are also discussed in this study, confirming the social constructionist view that social roles and interpersonal relations are created and recreated at a micro-level in everyday discourse.展开更多
目的从患者和医护人员的角度归纳分析2型糖尿病患者初始使用胰岛素的决策参与影响因素的质性研究,为促进患者的决策参与提供参考。方法系统检索CINAHL,Cochrane Library,EMBASE,PubMed,Web of Science,PsycINFO,中国知网,万方,维普和Sin...目的从患者和医护人员的角度归纳分析2型糖尿病患者初始使用胰岛素的决策参与影响因素的质性研究,为促进患者的决策参与提供参考。方法系统检索CINAHL,Cochrane Library,EMBASE,PubMed,Web of Science,PsycINFO,中国知网,万方,维普和SinoMed收录的关于2型糖尿病患者初始胰岛素决策参与影响因素的质性研究,检索日期从建库至2023年9月30日,采用澳大利亚乔安娜布里格斯研究所(Joanna Briggs Institute,JBI)循证卫生保健中心质性研究质量评价工具对纳入文献进行评价,并采用汇集性整合方法对结果进行整合。结果共纳入文献19篇,提炼出20个研究结果,归纳成7个类别(患者决策相关价值观、患者决策参与的角色偏好、患者自身疾病情况、医护人员在患者决策参与中的角色定位、医护人员的专业素质、患者与医护人员的关系、医疗机构支持程度),共4个整合主题(患者个人因素、医护人员因素、患者-医护人员互动因素、医疗机构因素)。结论2型糖尿病患者胰岛素初始使用的决策参与受到患者自身、医护人员和医疗机构的影响,需要多方人员努力,不仅引导患者积极参与决策,医护人员和医疗机构也要提供有效的决策支持。展开更多
Controlled synthesis is central to obtaining polymers with accurate structures and excellent performances.Recent research in the controlled synthesis of polymers has focused on optimizing monomers,initiation systems,a...Controlled synthesis is central to obtaining polymers with accurate structures and excellent performances.Recent research in the controlled synthesis of polymers has focused on optimizing monomers,initiation systems,and reaction conditions.The satisfactory sequence,topological structure,and dispersity have been achieved to satisfy the growing demand for functional polymers.This re-view summarizes the selection of monomers of various types and structures,the innovation of initiation systems,and the optimiza-tion of reaction conditions in the controlled synthesis of polymers and discusses their challenges and opportunities.展开更多
基金supported by the Innovative Research Team in University of Liaoning (No. 2008T106)
文摘The vapor-phase synthesis of 3-methylindole over Ag/SiO2 doped with ZnO was investigated. The catalysts were characterized by XRD, H2- TPR, NH3-TPD and TG techniques. The results indicated that ZnO promoter greatly enhanced the initial activity of the catalyst but disfavored its stability. H2-TPR and XRD results showed that the reduction peak of Ag2O shifted to higher temperature and the intensity of silver diffraction peaks was much weaker after the addition of ZnO promoter to Ag/SiO2. This indicated that there existed the interaction between Ag2O and SiO2-ZnO which promoted the silver particles dispersing on the support and inhibited the sintering of silver during the reaction. NH3-TPD and TG results revealed that the acid amounts of the catalyst and coking increased after adding ZnO to Ag/SiO2, which resulted in the deactivation of Ag/SiO2-ZnO catalyst rapidly.
文摘<p align="justify"> <strong><span style="font-family:Verdana;">Background:</span></strong><span style="font-family:Verdana;"> Indigent selected for their health care is complex and poses enormous challenges. The actors involved have an influence on health actions and their perception is decisive for better care for the indigent. Little evidence exists on these perceptions and this paper has captured this. </span><strong><span style="font-family:Verdana;">Methods:</span></strong><span style="font-family:Verdana;"> A case study involved 163 participants with a questionnaire and an interview guide. The quantitative responses were classified according to a measurement scale, proportions and overall indices of perception (<em>Ip</em>) and satisfaction (CSAT) were calculated. The relationship between variables was investigated using chi-square. Thematic analysis was used with qualitative data. The study met ethical requirements. </span><strong><span style="font-family:Verdana;">Results: </span></strong><span style="font-family:Verdana;">The participants had a positive perception of the selection: <em>Ip</em> = 0.77, but a minority (1/5) were dissatisfied with the selection. The perception of selection did not differ significantly depending on the experience of the actors. For the vast majority, the definition of indigent was satisfactory (CSAT = 91.4). The selection was done in a top down fashion and steps such as setting up committees, informing stakeholders, had shortcomings which negatively impacted the effectiveness of the selection. The needs of the participants included transparency in the indigent select process, matching the tools for selecting the indigent to the context, strengthening of local action, deconstruction of prejudices in terms of the indigent, power of actors to act, and importance for health services to reach out to the indigent. </span><strong><span style="font-family:Verdana;">Conclusion: </span></strong><span style="font-family:Verdana;">Considering the perception of the actors as well as their needs will improve the selection for effective care of the indigent.</span> </p>
基金This work is supported by National Natural Science Foundation of China(Grant Nos.61876089,61403206)by Science and Technology Program of Ministry of Housing and Urban-Rural Development(2019-K-141)+1 种基金by Entrepreneurial Team of Sponge City(2017R02002)by Innovation and entrepreneurship training program for College Students。
文摘In many fields such as signal processing,machine learning,pattern recognition and data mining,it is common practice to process datasets containing huge numbers of features.In such cases,Feature Selection(FS)is often involved.Meanwhile,owing to their excellent global search ability,evolutionary computation techniques have been widely employed to the FS.So,as a powerful global search method and calculation fast than other EC algorithms,PSO can solve features selection problems well.However,when facing a large number of feature selection,the efficiency of PSO drops significantly.Therefore,plenty of works have been done to improve this situation.Besides,many studies have shown that an appropriate population initialization can effectively help to improve this problem.So,basing on PSO,this paper introduces a new feature selection method with filter-based population.The proposed algorithm uses Principal Component Analysis(PCA)to measure the importance of features first,then based on the sorted feature information,a population initialization method using the threshold selection and the mixed initialization is proposed.The experiments were performed on several datasets and compared to several other related algorithms.Experimental results show that the accuracy of PSO to solve feature selection problems is significantly improved after using proposed method.
文摘Models of optimal escape strategy predict that animals should move away when the costs of fleeing (metabolic and opportunity costs) are outweighed by the costs of remaining. These theoretical models predict that more vulnerable individuals should be more reactive, moving away when an approaching threat is further away. We tested whether escape behaviour (includ- ing 'escape calling') ofLithobates sphenocephalus approached by a human was influenced by body size or the initial microhabi- tat that the individual was found in. Irrespective of their size, frogs in the open tended to remain immobile, enhancing their cryp- sis. Frogs in cover showed different responses according to their body size, but, contrary to our initial predictions, larger frogs showed greater responsiveness (longer flight initiation distance and distances fled) than small frogs. Small frogs tended to remain closer to water and escaped into water, while larger individuals were more likely to jump to terrestrial cover and call during escape. Density of frogs near the focal animal had no effect on escape behaviour. This study indicates a range of escape responses in this species and points to the importance of divergent escape choices for organisms which live on the edge of different environments .
基金This research was supported by Research Grant No.BM/00/007 from the Biomedical Research Council(BMRC)of the Agency for Science,Technology,and Research(A*Star)and the Ministry of Education in Singapore.
文摘Translation initiation sites (TISs) are important signals in cDNA sequences. In many previous attempts to predict TISs in cDNA sequences, three major factors affect the prediction performance: the nature of the cDNA sequence sets, the rel- evant features selected, and the classification methods used. In this paper, we examine different approaches to select and integrate relevant features for TIS pre- diction. The top selected significant features include the features from the position weight matrix and the propensity matrix, the number of nucleotide C in the se- quence downstream ATG, the number of downstream stop codons, the number of upstream ATGs, and the number of some amino acids, such as amino acids A and D. With the numerical data generated from these features, different classifi- cation methods, including decision tree, naive Bayes, and support vector machine, were applied to three independent sequence sets. The identified significant features were found to be biologically meaningful, while the experiments showed promising results.
基金supported by the National Key R&D Program of China(Grant No.2018YFC0910500).
文摘Coding regions have complex interactions among multiple selective forces,which are manifested as biases in nucleotide composition.Previous studies have revealed a decreasing GC gradient from the 5′-end to 3′-end of coding regions in various organisms.We confirmed that this gradient is universal in eukaryotic genes,but the decrease only starts from the~25th codon.This trend is mostly found in nonsynonymous(ns)sites at which the GC gradient is universal across the eukaryotic genome.Increased GC contents at ns sites result in cheaper amino acids,indicating a universal selection for energy efficiency toward the N-termini of encoded proteins.Within a genome,the decreasing GC gradient is intensified from lowly to highly expressed genes(more and more protein products),further supporting this hypothesis.This reveals a conserved selective constraint for cheaper amino acids at the translation start that drives the increased GC contents at ns sites.Elevated GC contents can facilitate transcription but result in a more stable local secondary structure around the start codon and subsequently impede translation initiation.Conversely,the GC gradients at four-fold and two-fold synonymous sites vary across species.They could decrease or increase,suggesting different constraints acting at the GC contents of different codon sites in different species.This study reveals that the overall GC contents at the translation start are consequences of complex interactions among several major biological processes that shape the nucleotide sequences,especially efficient energy usage.
文摘Selecting a proper initial input for Iterative Learning Control (ILC) algorithms has been shown to offer faster learning speed compared to the same theories if a system starts from blind. Iterative Learning Control is a control technique that uses previous successive projections to update the following execution/trial input such that a reference is followed to a high precision. In ILC, convergence of the error is generally highly dependent on the initial choice of input applied to the plant, thus a good choice of initial start would make learning faster and as a consequence the error tends to zero faster as well. Here in this paper, an upper limit to the initial choice construction for the input signal for trial 1 is set such that the system would not tend to respond aggressively due to the uncertainty that lies in high frequencies. The provided limit is found in term of singular values and simulation results obtained illustrate the theory behind.
文摘This paper reports on a case study which explored Chinese L2 learners' conversational involvement in NS-NNS interaction in a study-abroad context. In particular, the study investigated the possible link between topic initiation and conversational involvement examined under the commonly identified topic genres in casual conversations, including "observation", "opinion seeking/providing", "story-telling", "chat" topics and "gossip". The findings show differences in the choices of topic initiation between the NS English group and the NNS Chinese group. Further analysis found that the participants' topic initiations did not necessarily lead to their active conversational involvement and suggests that the mere fact of getting involved in a topic does not always produce a sense of shared common ground between/among the conversationalists. The positive link between topic initiation and conversational involvement (such as in "observation"), and its impact upon L2 learners are also discussed in this study, confirming the social constructionist view that social roles and interpersonal relations are created and recreated at a micro-level in everyday discourse.
基金supported by the National Key Research and Development Program(Nos.2022YFC2603500,2021YFC2400600)the National Natural Science Foundation of China(Nos.52273158,U21A2099,52022095,52073280,51973216)+2 种基金the Science and Technology Development Program of Jjilin Province(Nos.20220204018YY,20210509005RQ,20210504001GH,20200404182YY)the Special Project for City-Academy Scientific and Technological Innovation Cooperation of Changchun(No.21SH14)the Youth Innovation Promotion Association of the Chinese Academy of Sciences(No.2019230).
文摘Controlled synthesis is central to obtaining polymers with accurate structures and excellent performances.Recent research in the controlled synthesis of polymers has focused on optimizing monomers,initiation systems,and reaction conditions.The satisfactory sequence,topological structure,and dispersity have been achieved to satisfy the growing demand for functional polymers.This re-view summarizes the selection of monomers of various types and structures,the innovation of initiation systems,and the optimiza-tion of reaction conditions in the controlled synthesis of polymers and discusses their challenges and opportunities.