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Linking Competitors’ Knowledge and Developing Innovative Products Using Data Mining Techniques
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作者 Nasimalsadat Saesi Mohammad Taleghani 《Journal of Computer and Communications》 2023年第7期37-57,共21页
In this article, the relationship between the knowledge of competitors and the development of new products in the field of capital medical equipment has been investigated. In order to identify the criteria for measuri... In this article, the relationship between the knowledge of competitors and the development of new products in the field of capital medical equipment has been investigated. In order to identify the criteria for measuring competitors’ knowledge and developing new capital medical equipment products, marketing experts were interviewed and then a researcher-made questionnaire was compiled and distributed among the statistical sample of the research. Also, in order to achieve the goals of the research, a questionnaire among 100 members of the statistical community was selected, distributed and collected. To analyze the gathered data, the structural equation modeling (SEM) method was used in the SMART PLS 2 software to estimate the model and then the K-MEAN approach was used to cluster the capital medical equipment market based on the knowledge of actual and potential competitors. The results have shown that the knowledge of potential and actual competitors has a positive and significant effect on the development of new products in the capital medical equipment market. From the point of view of the knowledge of actual competitors, the market of “MRI”, “Ultrasound” and “SPECT” is grouped in the low knowledge cluster;“Pet MRI”, “CT Scan”, “Mammography”, “Radiography, Fluoroscopy and CRM”, “Pet CT”, “SPECT CT” and “Gamma Camera” markets are clustered in the medium knowledge. Finally, “Angiography” and “CBCT” markets are located in the knowledge cluster. From the perspective of knowledge of potential competitors, the market of “angiography”, “mammography”, “SPECT” and “SPECT CT” in the low knowledge cluster, “CT scan”, “radiography, fluoroscopy and CRM”, “pet CT”, “CBCT” markets in the medium knowledge cluster and “MRI”, “pet MRI”, “ultrasound” and “gamma camera” markets in the high knowledge cluster are located. 展开更多
关键词 Knowledge of competitors Development of Products Innovative Products Data Mining Data Mining Techniques Medical Capital Goods Medical Capital Goods Market
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Foreign Competitors on China's Auto Market
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作者 Xiao Qiang, Staff reporter 《China's Foreign Trade》 1994年第11期92-93,共2页
Considering China’s current economic growth, it is predictable that a surge for buying private cars will emerge around the year 2000. At that time, China will become the world’s largest automobile market. Having see... Considering China’s current economic growth, it is predictable that a surge for buying private cars will emerge around the year 2000. At that time, China will become the world’s largest automobile market. Having seen this trend, foreign automobile manufacturers are turning their eyes on China, the country with 展开更多
关键词 AUTO Foreign competitors on China’s Auto Market
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American Factories Continue to Increase Equipment Investment——Competitors in Asia also increased their consumption of machine tools.
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作者 Joe Jablonowski Tanhui(译) 《机电新产品导报》 2006年第7期116-118,共3页
去年美国金属加工工厂对新机床产品的需求量较 2004 年和 2003 年都有增加。消沉中的美国资本投资发生了一个转变,排在德国之前成为第三大消费国。然而对于美国机床业来说,不太好的消息是亚洲竞争对手同样增加了他们在机床的设备投资。... 去年美国金属加工工厂对新机床产品的需求量较 2004 年和 2003 年都有增加。消沉中的美国资本投资发生了一个转变,排在德国之前成为第三大消费国。然而对于美国机床业来说,不太好的消息是亚洲竞争对手同样增加了他们在机床的设备投资。来自第 41 次世界机床生产和消费的调查显示,中国、日本、韩国、印度以及中国台湾地区的机床消费都有显著增长。在 28 个国家和地区的调查中,四分之三的国家和地区消费都在增长,这同时也诠释了经济“表面消费”的含义。这一切表明美国的机床消费量还会继续保持增加,订购机器的数量会维持向上的势头,最新的数据也证明了这一点。此外,调查数据还罗列了其它国家,尤其是亚洲国家的机床生产情况(本刊2006 年第一期环球瞭望栏目文章图表中显示了世界主要机床生产状况):德国和日本领导着世界机床的生产;中国超过意大利成为第三大机床生产国;中国台湾地区排在第五位;美国机床的生产和出口排在台湾之后,保持小的增长;韩国与瑞士紧追其后;印度也毫不示弱。这28个被调查国家和地区的机床产量都比前一年平均增长了14% 。中国、日本、韩国、印度以及中国台湾地区占据了整个调查地区机床产量的 47.6% ,作为CECIMO 成员的由 15 个国家组成的西欧联盟占据了机床产量的 4 2 . 3 % 。 展开更多
关键词 机床生产 消费量 美国 机床消费 台湾 美利坚合众国 北美洲 机床产量 American Factories Continue to Increase Equipment Investment competitors in Asia also increased their consumption of machine tools 亚洲 中国台湾地区 ASIA
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Developing nonlinear additive tree crown width models based on decomposed competition index and tree variables 被引量:1
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作者 Siyu Qiu Peiwen Gao +4 位作者 Lei Pan Lai Zhou Ruiting Liang Yujun Sun Yifu Wang 《Journal of Forestry Research》 SCIE CAS CSCD 2023年第5期1407-1422,共16页
Crown development is closely related to the biomass and growth rate of the tree and its width(CW)is an important covariable in growth and yield models and in forest management.To date,various CW models have been propo... Crown development is closely related to the biomass and growth rate of the tree and its width(CW)is an important covariable in growth and yield models and in forest management.To date,various CW models have been proposed.However,limited studies have explicitly focused on additive and inherent correlation of crown components and total CW as well as the influence of competition on crown radius from the corresponding direction.In this study,two model systems were used,i.e.,aggregation method system(AMS)and disaggregation method system(DMS),to develop crown width additive model systems.For calculating spatially explicit competition index(CI),four neighbor tree selection methods were evaluated.CI was decomposed into four cardinal directions and added into the model systems.Results show that the power model form was more proper for our data to fit CW growth.For each crown radius and total CW,height to the diameter at breast height(HDR)and basal area of trees larger than the subject tree(BAL)significantly contributed to the increase of prediction accuracy.The 3-m fixed radius was optimal among the four neighborhoods selection ways.After adding decomposed competition Hegyi index into model systems AMS and DMS,the prediction accuracy improved.Of the model systems evaluated,AMS based on decomposed CI provided the best performance as well as the inherent correlation and additivity properties.Our study highlighted the importance of decomposed CI in tree CW modelling for additive model systems.This study focused on methodology and could be applied to other species or stands. 展开更多
关键词 Competition decomposition ADDITIVITY Crown width Spatially explicit Competitor selection
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Signaling interactions among neurons impact cell fitness and death in Alzheimer's disease
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作者 Catherine Yeates Prajakta Deshpande +1 位作者 Madhuri Kango-Singh Amit Singh 《Neural Regeneration Research》 SCIE CAS CSCD 2023年第4期784-789,共6页
The pathology of Alzheimer’s disease involves a long preclinical period,where the characteristic clinical symptoms of the changes in the brain are undetectable.During the preclinical period,homeostatic mechanisms may... The pathology of Alzheimer’s disease involves a long preclinical period,where the characteristic clinical symptoms of the changes in the brain are undetectable.During the preclinical period,homeostatic mechanisms may help prevent widespread cell death.Evidence has pointed towards selective cell death of diseased neurons playing a potentially protective role.As the disease progresses,dysregulation of signaling pathways that govern cell death contributes to neurodegeneration.Aberrant activation of the c-Jun N-terminal kinase pathway has been established in human and animal models of Alzheimer’s disease caused by amyloid-beta 42-or tau-mediated neurodegeneration.Clonal mosaic studies in Drosophila that examine amyloid-beta 42 in a subset of neurons suggest complex interplay between amyloid-beta 42-expressing and wild-type cells.This review examines the role of c-Jun N-terminal kinase signaling in the context of cell competition and short-range signaling interactions between amyloid-beta 42-expressing and wild-type neurons.Cell competition is a conserved phenomenon regulating tissue integrity by assessing the fitness of cells relative to their neighbors and eliminating suboptimal cells.Somatic clones of amyloid-beta 42 that juxtapose genetically distinct neuronal cell populations show promise for studying neurodegeneration.Generating genetic mosaics with labeled clones of amyloid-beta 42-or tau-expressing and wild-type neurons will allow us to understand how short-range signaling alterations trigger cell death in neurons and thereby contribute to the progression of Alzheimer’s disease.These approaches have the potential to uncover biomarkers for early Alzheimer’s disease detection and new therapeutic targets for intervention. 展开更多
关键词 Alzheimer’s disease amyloid-beta 42 mediated neurodegeneration cell competition Drosophila c-Jun N-terminal kinase signaling suboptimal cell super competition super competitor cell two clone-approach wild type cell
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China,A Partner and Competitor on a Global Perspective
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作者 Hong Zhao 《China Textile》 2006年第1期92-93,共2页
关键词 China A Partner and Competitor on a Global Perspective DOWN
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The intention of banks to adopt green banking in an emerging market:the employees’perspective
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作者 Eugene Okyere-Kwakye Khalil Md Nor 《Economic and Political Studies》 2021年第4期497-504,共8页
Green banking is a comparatively new development in the financial world.It is a form of banking that considers the social and environmental impacts of banking activities.Most studies on green banking focussed on custo... Green banking is a comparatively new development in the financial world.It is a form of banking that considers the social and environmental impacts of banking activities.Most studies on green banking focussed on customers,management,and other stakeholders without considering the perspective of employees,whose daily work is normally affected.To fill in the gap,the primary aim of this study is to assess factors affecting the intention of banks to adopt green banking from the perspective of employees.A questionnaire was used to collect data from 94 employees at selected banks in Koforidua,the eastern region of Ghana.Multiple regression was used to analyse the data.The study finds a significantly positive relationship between management support and intention of banks to adopt green banking.However,pressures from competitors and customers are found not to have a significant impact on banks’intention to adopt green banking.While these results are unexpected and disappointing,they provide important insights in the context that changing initiatives from the perspective of common employees are internally driven instead of externally driven.This suggests the importance of management’s role in facilitating green banking initiatives. 展开更多
关键词 Green banking competitor pressure customer pressure management support
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From‘Competitor' to‘Stakeholder’
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作者 DING YING 《Beijing Review》 2006年第8期10-11,共2页
Change in diplomatic parlance hints at a further warming of Sino-U.S. ties, even as differences continue If there is one word that has emerged as a keyword in Sino-U.S. relations since 2005, that is "stakeholder.... Change in diplomatic parlance hints at a further warming of Sino-U.S. ties, even as differences continue If there is one word that has emerged as a keyword in Sino-U.S. relations since 2005, that is "stakeholder." It first came up in a speech last September by U.S. Deputy Secretary of State Robert Zoellick, who proposed that China be a "responsible stakeholder" in the international system. To many experts in international studies, it indicated that Washington was 展开更多
关键词 STAKEHOLDER to COMPETITOR
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