The interference of the complex background and less information of the small targets are two major problems in vehicle attribute recognition. In this paper, two cascaded networks of vehicle attribute recognition are established to solve the two problems. For vehicle targets with normal size, the multitask cascaded convolution neural network MC-CNN-NT uses the improved Faster R-CNN as the location subnetwork. The vehicle targets in the complex background are extracted by the location subnetwork to the classification subnetwork CNN for the classification. (...) The implementation of this task decomposition strategy effectively eliminates the interference of the complex background in target detection. For vehicle targets with small size, the multitask cascaded convolution neural network MC-CNN-ST applies the network compression strategy and the multilayer feature fusion strategy to extract the feature maps. These strategies enrich the location information and semantic information of the feature maps. In order to optimize the nonlinear mapping ability and the hard-to-detect samples mining ability of the networks, the activation function and the loss function in the two cascaded networks are improved. The experimental results show that MC-CNN-NT for the normal targets and MC-CNN-ST for the small targets achieve the state-of-the-art performance compared with other attribute recognition networks. (shrink)

Resumo: Uma das medidas mais significativas do progresso de uma nação, no fornecimento de educação para pessoas com deficiências, bem como uma medida de quão bem seus sistemas de apoio operam e quão longe a sociedade se encontra, em seu desenvolvimento social, é o crescimento do ensino superior para pessoas com deficiências. Os resultados indicaram que os alunos surdos com experiência escolar geral apresentaram melhor adaptabilidade. O modelo de integração era mais adequado para aumentar a conscientização dos alunos surdos sobre (...) a interação social e a adaptabilidade escolar. Ademais, os alunos surdos tinham uma demanda maior por orientação profissional. No entanto, é importante observar que o modelo de treinamento de integração ainda possui espaço para aprimoramentos. Com base nos resultados das referidas pesquisas e nos problemas da prática, o presente artigo apresenta as sugestões e pareceres de contramedidas correspondentes. O artigo sugere que devemos construir um modelo educativo de integração baseado no conceito “trindade”, orientado para talentos socialmente integrados em aplicações artísticas, aperfeiçoar o sistema de gestão da educação de integração, melhorar o sistema de apoio ao aprendizado de estudantes universitários surdos sob a liderança da escola, modificar e reconstruir o sistema curricular de integração das áreas de arte e artesanato e fortalecer o apoio e a orientação da sociedade para a construção de um ambiente de integração. (shrink)

Modern-contemporary transformation of western philosophy -- Postmodernism and tendencies of contemporary philosophy -- Present philosophical tendencies : a comparative study of Marxist and contemporary Western philosophy -- Modern-contemporary transformation of Western philosophy and changes of ideas in morality and value -- Modern-contemporary transformation of Western philosophy and changes of Western religion and its philosophy -- A reflection on "humanism" and "philosophical trend in humanism" -- Market economy and moral theory of pragmatism -- The sixty-year samsara of studies on pragmatism and (...) the road of cultural development in China : the state of studies on Western philosophy in China -- Researches in contemporary Western philosophy under winds and rains : philosophy and modernization -- Western philosophical trends and Chinese modernization -- Market economy, civil society, individuality, and modernization : moral predicament and reconstruction in contemporary China -- Globalization and fusion of )rient-Western philosophy and culture. (shrink)

本书从历史元典出发,结合近年来的出土文献研究,对孔子的家世、生平进行了新的考订,在很多关键点上找到了以往孔子研究和思想史研究未发现的证据,作出了合乎历史文化逻辑的全新推论.

In the traditional case, the uncertainty of the ambient temperature measured by the experiential distributed sensor is considered. In this paper, a model based on the moving least square method in the fusion algorithm is proposed to study the optimal monitoring point of the sensor in the greenhouse and determine the most suitable installation position of the sensor in the greenhouse to improve the control effect of the temperature control device of the system. MATLAB simulation software is used to simulate (...) each working condition of the greenhouse. Temperature data measured at 15 locations in the greenhouse were used to evaluate all possible combinations of monitoring locations and to estimate the optimal location for indoor temperature sensors. Compared with the traditional method, the error is reduced to 0.373, and the data are more accurate. (shrink)

Understanding the behavior of consumers and especially the purchase-related behavior has been a focus of research for the past decades. Thus, researchers and practitioners are curious to know how purchase patterns are different under different conditions such as product category, price, feeling, and so on. The primary focus of this study was to examine how the price of the products influences the purchase behavior of consumers across hedonic and utilitarian categories under regulatory focus theory. The secondary insight was to examine (...) how mood can moderate this impact. We conducted three experimental studies to examine these research questions regarding the preference of consumers of hedonic products when the price is low and at different mood conditions in this purchase process. The results confirmed our hypothesis that product category has a significant impact on purchase choice of products and mood can mediate this impact. In the last section, we discussed the theoretical contribution, strategic insights for product designers and marketers, and possible future research directions. (shrink)

Previous research has extended the stress literature by exploring the relationship between family incivility and cyberbullying perpetration, yet relatively less attention has been paid to underlying psychological mechanisms between that relationship among university students. According to the Frustration-Aggression Theory, this study examined the relationships of family incivility, cyberbullying perpetration, negative emotions and neuroticism among Chinese university students. Data were collected from 814 university students. The results examined the mechanism through which family incivility was significantly related to cyberbullying perpetration through the (...) mediation of negative emotions, suggesting a strong link of stressful life events to online aggression. In addition, high levels of neuroticism moderated the relationship between family incivility and cyberbullying perpetration, as well as that between family incivility and negative emotions. The study revealed the chronic and potential impact of family incivility, underlined the interaction between stressful life events and online aggression, and put forward the intervention strategies of cyberbullying among university students. (shrink)

In the context of English as a Foreign Language, burnout study dominantly revolves around teachers but learners’ academic burnout is largely underexplored. Academic burnout is a concerning issue worldwide that is particularly predicted by academic motivation. However, we know little about the association between motivation and burnout among EFL learners and whether maladaptive emotion regulation strategies could moderate their association. To fill this research gap, we recruited 841 EFL undergraduates from two universities in China. Descriptive analysis showed that participants reported (...) high levels of language learning burnout. Correlational and bootstrapped moderation analysis found that motivation and maladaptive ERS were significantly correlated with burnout in opposite directions and the correlation between motivation and burnout was significantly influenced by students’ use of two maladaptive ERS. The more frequently students chose to avoid and vent unpleasant feelings, the protective role of motivation on burnout was weaker. The implications of these findings are discussed. (shrink)

At present, customers’ low satisfaction and loyalty to city express service have restricted the development of city express. It is particularly important to analyze the factors causing customers’ low satisfaction and loyalty, which will promote the development of city express industry effectively. Based on SERVQUAL model and CCSI model, this paper constructs a new evaluation index system from the perspective of service quality. Through this new system, this paper first explores the factors that affect customers’ satisfaction and loyalty, respectively, by (...) fuzzy analytic hierarchy process and hierarchical regression analysis, taking the expected and perceived service quality as conversion variables. And then it analyzes the common factors that affect customers’ satisfaction and loyalty comprehensively. These two analyses will provide reference for solving the problem of low customer satisfaction and loyalty of city express enterprises. The results show that popularity and credibility, delivery time commitment, and mailing security are the common main factors affecting customer satisfaction and loyalty. Easy-to-understand receipts, the three-level index corresponding to the empathy dimension, is the most significant factor affecting customers’ loyalty in city express industry; Delivery time commitment, the three-level index corresponding to the reliability dimension, is the most significant factor affecting customers’ loyalty in city express industry. (shrink)