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)

The identification and analysis of the spatiotemporal dynamic traffic patterns in citywide road networks constitute a crucial process for complex traffic management and control. However, city-scale and synchronal traffic data pose challenges for such kind of quantification, especially during peak hours. Traditional studies rely on data from road-based detectors or multiple communication systems, which are limited in not only access but also coverage. To avoid these limitations, we introduce real-time, traffic condition digital maps as our input. The digital maps keep (...) spatiotemporal urban traffic information in nature and are open to access. Their pixel colors represent traffic conditions on corresponding road segments. We propose a stacked convolutional autoencoder-based method to extract a low-dimension feature vector for each input. We compute and analyze the distances between vectors. The statistical results show different traffic patterns during given periods. With the actual data of Chongqing city, we compare the feature extraction performance between our proposed method and histogram. The result shows our proposed method can extract spatiotemporal features better. For the same data set, there is little difference in the number distribution of red pixels found in the statistics result of the histogram, while differences do exist in the results of our proposed method. We find the most fluctuated morning is on Friday; the most fluctuated evening is on Tuesday; and the most stable evening is on Wednesday. The distance captured by our method can represent the evolution of different traffic conditions during the morning and evening peak hours. Our proposed method provides managers with assistance to sense the dynamics of citywide traffic conditions in quantity. (shrink)

本书的思想创新和理论力度颇有古代哲学家气度,作者认为伦理学只有幸福和公正两个基本问题,并且声称发现了关于幸福和公正的最好理论,并提出了著名的“无立场”哲学方法论。.

本书阐述了思想政治工作是一门治党治国的科学、思想政治工作是推动社会生产力发展的可靠保证、思想政治工作的基本任务是培养社会主义新人和调动人们的积极性等10个方面的新课题。.

「法律系最讓人景仰的人格」「不上他的課會後悔一輩子」 開課三十年屹立不搖 人氣爆棚 學生零負評感動推薦 臺大法律系教授黃榮堅 暢談獨到的法學人生經驗 當法律淪為以口說形式取代心靈的真實感覺和冷靜的思考， 當公平正義的概念變成擴大對立的口號， 不懂得思考，別說你知道法律是什麼 全民共讀法律、建構獨立思維的必備書 法律對人在內心究竟選擇自己要做天使或做魔鬼，天生無能為力。 靈魂可能背叛法律，也可能超越法律， 在一樣的法律概念底下， 是人心中的善念或惡念決定了法律意義的質與量。 ——黃榮堅 ---------------------------------------------------------------------------------------------------- 今日社會裡的每個人或多或少都是一個法律人，一個好的法律人要知道人的一百種不一樣的快樂跟一百種不一樣的痛苦，這些快樂與痛苦就是法律學理上每一個原則背後的故事。 黃榮堅教授以數十年的研究經驗，敘述法律規範與自由之心的關係。書中先從法律觀點說明法律的基本作用、法律的理想與現實，以及認識法律的方法。接著跳脫法律說法，從帶著理想色彩的整體生命意會說出對法律及其現實文 化的思想與疑慮，並呈現法律在人一旦失去靈魂時可能陷入的困境。最後則提出，只有透過一顆具存在意義、能夠自由思考的人心，法律才可能呈現宜人風貌。 本書讓法律人重新認識自我的原始圖像，也讓非法律人探索規範世界的意義，除鋪陳作者幾十年來看待法律的心情轉折，亦帶有一種「遠離法律看法律」的意思。 ------------------------------------------------------------------------------------- ◎好的法學教師，讓人學會解題；優秀的法學教授，讓人渴望創造改變；頂級的法學者，讓人換一種角度看世界。黃榮堅教授，正是難得的頂級法學者之一。而這樣的法學者，願意寫一本通俗讀物，將是台灣公共討論深化的契機 。我至今記得，初學法律時，在台大舊法學院圖書部翻閱《刑罰的極限》一書序文，內心的感動與震撼。我相信本書不僅適合所有非法律人閱讀，更值得內心有所迷惘的法律人細細品味。 ——苗博雅，《阿苗帶風向》主持人 ◎本書談的是法律、法哲學等嚴肅命題，但為文如行雲流水，予人自然開朗，洗鍊通達的感覺。文中涉及較抽象的法律概念時，亦每能舉重若輕，就近取譬，不經意間穿插自己有趣的人生小體驗，或各國古今文哲著作小故事，讓 人在莞爾中豁然開朗。 ——高瑞錚，福田法律事務所負責人、福田文教基金會董事長 ◎不需要懂法律也看得懂的好書！ ——徐自強，司改會工作人員，徐自強案當事人 ◎大師出手的經典法普著作。作者以其敏銳觀察力與深邃的人文法律素養，用素樸卻富魔力的語言，配上令人或揪心或莞爾的案例，深入淺出，刺激你進行一次次的正義的思辨，認識「人生有多難，法律就有多難」的法律世界。 ——許宗力，國立臺灣大學法律系兼任教授 ◎這本書讀完之後，我一直問自己：如果我在開始當法官之前就讀過它，如果我早一點讀過它，這一條法官的路我會不會走得比較不坎坷一點？我會不會有更多的勇氣、更堅定的念頭去面對過往圈內的光怪陸離？我會不會早一點 開始進行實務圈不鼓勵的獨立思考？我能不能早一些擺脫年輕的銳氣和氣盛？會不會讓我冤枉被告的可能性低一點？ ——陳欽賢，台南地方法院法官 ◎艱深法律知識透過作者堅實學術素養轉譯為公眾可以理解的啟發性內容，是值得最高度推薦的法律知識普及性專書。 ——陳東升，台灣大學社會學系教授 ◎這本書好像是在談法律，其實是在說人生。 ——張娟芬，作家 ◎從人民的生活常識出發，帶領讀者進入法律與正義的思辨殿堂。 ——黃國昌，立法委員 出版社 商周出版 (城邦).

Ben shu gong jiu zhang, nei rong bao gua : dao lun ; fu za xing shi jiao xia de fa gai nian li lun ; zhe xue shi jiao xia fa gai nian li lun ; jing ji xue shi jiao xia de fa gai nian li lun ; zheng zhi xue shi jiao xia de fa gai nian li lun ; she hui xue shi jiao xia de fa gai nian li lun ; shu xue shi jiao (...) xia de fa gai nian li lun deng. (shrink)

The Tao Te Ching by Laozi is the philosophical inception of all Chinese thoughts and concepts. As its disparate versions, it is very hard to backtrack to the very original meaning of the Tao Te Ching. There are three most important versions of the Tao Te Ching: the original Wang Bi's version, the silk book (versions A and B) and the Chu Jian version. The preferred version of Laozi is the original Wang Bi's version. This edition is mainly based on (...) Chu Jian and Version A of the silk book, with supplement of the text of Version B. If the supplement is incomplete, this book uses Wang Bi's version. Both Version A of the silk book and Chu Jian were before the Western Han Dynasty. It was the period when Laozi rescued the highest prestige and Confucianism was in the doldrums. They were not tampered with by the emperor and Confucianism. It is the intention of the author that readers should not believe in the correction and proofreading of Confucian scholars and materialist dialectics. (shrink)

本书收入其论著22种. 主要有《经学通论》, 《中国文学史略论》, 《三礼述要》, 《旧唐书札迻》等.

How, and how well, do people switch between exploration and exploitation to search for and accumulate resources? We study the decision processes underlying such exploration/exploitation trade‐offs using a novel card selection task that captures the common situation of searching among multiple resources (e.g., jobs) that can be exploited without depleting. With experience, participants learn to switch appropriately between exploration and exploitation and approach optimal performance. We model participants' behavior on this task with random, threshold, and sampling strategies, and find that (...) a linear decreasing threshold rule best fits participants' results. Further evidence that participants use decreasing threshold‐based strategies comes from reaction time differences between exploration and exploitation; however, participants themselves report non‐decreasing thresholds. Decreasing threshold strategies that “front‐load” exploration and switch quickly to exploitation are particularly effective in resource accumulation tasks, in contrast to optimal stopping problems like the Secretary Problem requiring longer exploration. (shrink)

Organizational leaders are eager to unlock the creative potential of followers. Yet, there is growing evidence that creativity can also have a dark side within organizations. Building on research linking creativity and unethical behavior, we develop the construct of creative unethicality—behavior that is both unethical and novel. We draw on social exchange theory to develop a model that identifies both why and when creative unethicality emerges within organizations. Specifically, we investigate the exchange dynamics through which creative support provided by empowering (...) leaders facilitates creative unethicality under conditions of high performance pressure. Across two multi-wave, multi-source field studies with employee-coworker and leader-subordinate dyads and an experimental study with a novel unethicality measure in a business simulation, we find convergent support for our theoretical model. These findings have important theoretical and practical implications for fostering creativity in organizations without simultaneously facilitating creative unethicality. (shrink)

Global justice or the lack thereof has internal connections with global poverty. Global justice is an ideal pursuit of cosmopolitanism, which regards basic human needs as its rightful object. The right to life, from the point of view of global justice, is the most fundamental in the list of Human Rights. International anarchy and the current international economic order, however, cast a utopian shadow on the realization of this right when we consider the de facto institutions and the ostensible goal (...) of impartial love for everyone. Humanitarian aid is another approach to the problem of contemporary global poverty. Its difficulty lies first in people’s different conceptions of obligation and donation. They consider the former as duty while the latter is seen to lie beyond the call of duty. Second, in terms of a correlation between right and duty, since everyone has the right to life, the duty falls accordingly upon organizations or individuals. Meanwhile, donation as duty is not perfect obligation, thus is not compulsory either. Finally, international humanitarian aid is constrained by nationalism and partial love. Hence, in the light of either government or individual, the humanitarian aid approach is beset with challenges. Global justice has gained academic importance worldwide since John Rawls’ later works. By contrast to domestic justice, it is a theory of justice that proposes to include all human beings. Global justice stands for a kind of utopian justice in regard to both the institutional path and the humanitarian aid approach. I shall examine the theory of global justice under these two aspects. (shrink)

The revival of modern Western virtue ethics presents the question of whether or not virtue ethics is appropriate for modern society. Ethicists believe that virtue ethics came from traditional society, to which it conforms so well. The appearance of the market economy and a utilitarian spirit, together with society’s diversification, is a sign that modern society has arrived. This also indicates a transformation in the moral spirit. But modern society has not made virtues less important, and even as modern life (...) has become more diversified, rule-following ethics have taken on even greater importance. Modern ethical life is still the ethical life of individuals whose self-identity contains the identity of moral spirit, and virtues have a very important influence on the self-identical moral characters. Furthermore, modern society, which is centered around utilitarianism, makes it apparent that rules themselves are far from being adequate and virtues are important. Virtues are a moral resource for modern people to resist modern evils. (shrink)

Mandarin Chinese, along with Japanese, Yorùbá, Mòoré, and Samoan, has been argued to lack ‘degree abstraction’, a configuration at LF involving lambda abstraction over a degree variable. These languages are claimed to have a negative setting for a hypothesized ‘Degree Abstraction Parameter’. Recent work, however, has argued for degree abstraction in Japanese and Yorùbá, and degree abstraction has been detected in a number of additional languages. Could it in fact be universal? Here, we focus on the case of Mandarin, and (...) argue that Mandarin has degree abstraction too. We offer three arguments in favor of degree abstraction in Mandarin, based on attributive comparatives, comparatives with embedded predicates, and scope interactions with modals. We also rebut prior arguments for the lack of degree abstraction in Mandarin, considering degree questions, measure phrases, and negative island effects. Taken together, these results show that degree abstraction is not a parameter along which Mandarin and English vary, and suggest rather that degree abstraction may be universally available. (shrink)

Global justice or the lack thereof has internal connections with global poverty. Global justice is an ideal pursuit of cosmopolitanism, which regards basic human needs as its rightful object. The right to life, from the point of view of global justice, is the most fundamental in the list of Human Rights. International anarchy and the current international economic order, however, cast a utopian shadow on the realization of this right when we consider the de facto institutions and the ostensible goal (...) of impartial love for everyone. Humanitarian aid is another approach to the problem of contemporary global poverty. Its difficulty lies first in people’s different conceptions of obligation and donation. They consider the former as duty while the latter is seen to lie beyond the call of duty. Second, in terms of a correlation between right and duty, since everyone has the right to life, the duty falls accordingly upon organizations or individuals. Meanwhile, donation as duty is not perfect obligation, thus is not compulsory either. Finally, international humanitarian aid is constrained by nationalism and partial love. Hence, in the light of either government or individual, the humanitarian aid approach is beset with challenges. Global justice has gained academic importance worldwide since John Rawls’ later works. By contrast to domestic justice, it is a theory of justice that proposes to include all human beings. Global justice stands for a kind of utopian justice in regard to both the institutional path and the humanitarian aid approach. I shall examine the theory of global justice under these two aspects. (shrink)