Drawing on team creativity literature and social comparison theory, we investigate how leader-member exchange differentiation influences team creativity. Using a survey based on 91 R&D teams from Chinese companies, we observe that LMX differentiation is negatively related to team creativity. More importantly, we demonstrate that team behavioral integration mediates the relationship between LMX differentiation and team creativity, and team emotional intelligence moderates the relationship between LMX differentiation and team behavioral integration, such that LMX differentiation has a weaker negative influence on (...) team behavioral integration when TEI is higher. These results provide relevant suggestions for organizational team building, management, and development. (shrink)

Today, intelligence in all walks of life is developing at an unexpectedly fast speed. The complexity of the Internet of Things big data system of intelligent parks is analyzed to unify the information transmission of various industries, such as smart transportation, smart library, and smart medicine, thereby diminishing information islands. The traditional IoT systems are analyzed; on this basis, a relay node is added to the transmission path of the data information, and an intelligent park IoT big data system is (...) constructed based on relay cooperation with a total of three hops. Finally, the IoT big data system is simulated and tested to verify its complexity. Results of energy efficiency analysis suggest that when the power dividing factor is 0.5, 0.1, and 0.9, the energy efficiency of the IoT big data system first increases and then decreases as α0 increases, where the maximum value appears when α0 is about 7 J. Results of outage probability analysis demonstrate that the system’s simulation result is basically the same as that of the theoretical result. Under the same environment, the more hop paths the system has, the more the number of relays is; moreover, the larger the fading index m, the better the system performance, and the lower the outage possibility. Results of transmission accuracy analysis reveal that the IoT big data system can provide a result that is the closest to the actual result when the successful data transmission probability is 100%, and the parameter λ values are between 0.01 and 0.05; in the meantime, the delay of successful data transmission is reduced gradually. In summary, the wireless relay cooperation transmission technology can reduce the outage probability and data transmission delay probability of the IoT big data system in the intelligent park by adding the multihop path, thereby improving the system performance. The above results can provide an experimental basis for exploring the complexity of IoT systems in intelligent parks. (shrink)

In this paper, we propose a method to design the pseudorandom number generator using three kinds of four-wing memristive hyperchaotic systems with different dimensions as multientropy sources. The principle of this method is to obtain pseudorandom numbers with good randomness by coupling XOR operation on the three kinds of FWMHSs with different dimensions. In order to prove its potential application in secure communication, the security of PRNG based on this scheme is analyzed from the perspective of cryptography. In addition, PRNG (...) has passed the NIST 800.22 and ENT test, which shows that PRNG has good statistical characteristics. Finally, an image encryption algorithm based on PRNG is adopted. In the encryption algorithm, the optimized Arnold matrix scrambling method and the diffusion processing based on XOR are used to obtain the final encrypted image. Through the evaluation of encryption performance, it is concluded that there is no direct relationship between the pristine image and encrypted image. The results show that the proposed image encryption scheme has good statistical output characteristics and security performance in line with cryptography. (shrink)

In recent years, the research of chaos theory has developed from simple cognition and analysis to practical engineering application. In particular, hyperchaotic systems with more complex and changeable chaotic characteristics are more sensitive and unpredictable, so they are widely used in more fields. In this paper, two important engineering applications based on hyperchaos pseudorandom number generator and image encryption are studied. Firstly, the coupling 6D memristive hyperchaotic system and a 2D SF-SIMM discrete hyperchaotic mapping are used as the double entropy (...) source structure. The double entropy source structure can realize a new PRNG that meets the security requirements, which can pass the NIST statistical test when the XOR postprocessing method is used. Secondly, based on the double entropy source structure, a new image encryption algorithm is proposed. The algorithm uses the diffusion-scrambling-diffusion encryption scheme to realize the conversion from the original plaintext image to the ciphertext image. Finally, we analyze the security of the proposed PRNG and image encryption mechanism, respectively. The results show that the proposed PRNG has good statistical output characteristics and the proposed image encryption scheme has high security, so they can be effectively applied in the field of information security and encryption system. (shrink)

★熱銷超過十五萬冊《正是時候讀莊子》、《莊子，從心開始》、《穴道導引》作者蔡璧名最新作品 ★原典逐句白話漫畫圖文解說･鍊就投身滾滾紅塵人世間的勇氣 ★吳念真、吳淡如、李嗣涔、林麗真、陳怡蓁、鄧惠文 精彩推薦 日久未必見真情，倒一定會見人心 工作、生活、愛情、人際關係，在生命裏種種不得已的境遇中 讓中國經典《莊子》帶你 打開處人處群與用情的明燈 如何與人互動，能不傷人也不傷己 如何付出感情，能不傷心也不傷身 讓你懂人情、識百態、知人心。 ▎人生難成就圓滿，都周旋著人情 我們都想要個美好人生，公平均富，躋身人生勝利組，有人相伴。 但身處亂世，價值並非越辯越明，面對不可理喻之人的巨大身影，渺小如你、我，如何能免於人為禍患？如何看待自己天生的短處與乖舛的境遇？為何深愛之後總是傷？難道，要與世隔絕，才能保全一身？ 人，終究需群。但人情冷暖，世態炎涼。心身誰從不痛？生活哪能無傷？你我的難題，兩千多年前的經典《莊子》已經給予明白的解方。 ▎心愈靜定，身就愈輕靈 吸引兩岸三地慕名而來的臺大中文系蔡璧名老師，也是暢銷書《正是時候讀莊子》、《莊子，從心開始》與《穴道導引》作者，《正是時候讀莊子》從《莊子》內篇前三篇〈逍遙遊〉談樹立好人生目的，〈齊物論〉談知道此心紛 擾從來，明白此心紛擾何去。談〈養生主〉了解職業與學習用心之間的關係，道在技在、道進技進、道長技升的萬法歸一氣息。 本書延續《正是時候讀莊子》以漫畫重現經典原典的方式，全新繪製《莊子》內篇第四、五篇〈人間世〉、〈德充符〉兩篇，呈現莊子處人處群與用情的智慧，教你及早看清，籌謀對策，乘御人生順境逆境，在亂世不為世所亂， 愛得天長地久但不為情所傷，歷經淬煉的生命更臻圓滿。 ▎人在江湖，心亦能自由 面對難纏可惡之人、苛刻如虎的上司 莊子教「若一志」、「心齋」。不要涉險，但也不逃離，不委屈不強硬，將針砭是非的手指轉向自身，從徹底療癒自我開始。 渴望晉身人生勝利組，為成材而拼命 莊子教我們了解何謂「無用之用」，出頭鳥容易招來亂棒痛打，唯有強化保全心身能力，才足以對付亂世。 如何受歡迎、有魅力？ 莊子教「才全」、「德不形」，胸襟器度像平和如鏡的一汪大洋，澹靜面對，便能得上司、朋友、情人不自覺地喜歡、親近。 世人多為愛恨癡狂 莊子開發「無情」這劑免受情傷的疫苗，不困於過度的喜愛眷戀或討厭憎惡的情緒，心身才能無傷。 日久未必見真情，倒一定會見人心。 洞明世事、練達人情，從來不簡單。 古代的一陣清風，吹散現代人心頭的霧霾。 ——正是時候讀莊子！ 各界推薦 吳念真／導演 吳淡如／知名作家、主持人 李嗣涔／臺灣大學前校長 林麗真／臺灣大學中文系博碩士班指導教授 陳怡蓁／趨勢科技共同創辦人暨文化長 鄧惠文／榮格分析師、精神科醫師 (按姓氏筆劃排序) 重量推薦 「在忙碌而焦躁的狀態下，蔡璧名教授的書，無論是莊子的詮釋或她每一篇導讀式的文章，都讓我受益無窮。」—吳念真／導演 「我從書中讀到的不僅是歷史故事，更是人性，這對我當校長時的領導統御非常有幫助。經典必須現代化才能保有生命力，蔡教授的《莊子》系列書籍正演繹著更有生命力的現代《莊子》，這是一項偉大的歷史工程。」—李嗣涔 ／臺灣大學前校長 「我一手拿著璧名抗癌後身體仍有許多後遺症的診斷證明書，一手拿著她在如此艱難的身體狀況下所寫成的《正是時候讀莊子》，體會到書名中「正是時候」四個字對她的非凡意義。不簡單！真的不簡單！」—林麗真／臺灣大學 中文系博碩士班指導教授 「這本書，處處見到蔡教授的真心與用心。我每每被那畫面吸引，不能相信竟能把如是迂迴拗口的原文，用精簡的漫畫，加上信雅的白話解說，輕易就把人帶入遠古的莊子內心世界。妳真是莊子的傳人！」—陳怡蓁／趨勢科技共 同創辦人暨文化長.

本书共分七章,通过对证据评判规则及其内在机理的研究,系统地阐述了民事证据的采信制度。.

Ben shu yi Ming ru Li Cai de jiang xue huo dong yu xue pai jian gou wei zhong xin, tan tao cong shi liu shi ji chu dao shi qi shi ji mo li xue qun ti zhong xin xing xue shuo he xue pai de chan sheng, chuan bo, kuo zhan yu chuan cheng de mo shi, bing zhuo zhong cong si xiang shi de jiao du jie shi zhe zhong mo shi chan sheng he yun xing de (...) si xiang gen yuan yu nei zai dong li. Quan shu zheng wen gong qi zhang, zhu yao nei rong fen wei shang xia liang bian, shang bian yi hong guan zong lun de fang shi, cong li xue jing dian "Da xue" de wen ben bian dong he quan shi jing zheng qie ru, tan tao zhong wan Ming li xue xue shuo he xue pai jian gou de li lun gen ju; xia bian yi Li Cai de "zhi xiu" xue shuo ji qi jiang xue huo dong zuo wei ge an yan jiu, tan tao li xue xue shuo he xue pai de chuan bo ji chuan cheng de she hui hua tu jing. (shrink)

Raphaël Van Daele L’expression chinoise ziran 自然 s’entend aussi bien à propos de la « nature », cette région de l’être dont l’émergence et les processus ne relèvent pas de la volonté ou de l’action humaine, qu’à propos d’un certain type d’agir humain. Le geste expert de l’artiste est l’exemple privilégié d’un tel agir. Loin de nuire à la cohérence de cette notion, le fait que celle-ci soit mobilisée dans le discours théorique sur l’art autant que dans le discours sur (...) la nature témoigne d’un lien organique qui, dans la pensée chinoise, unit différents domaines de la réflexion. Le présent article propose d’esquisser une lecture philosophique de la notion de ziran. Pour ce faire, nous explorerons le rôle joué par ziran dans l’oeuvre esthétique de Cai Yong 蔡邕 (133-192) et dans la pensée de Guo Xiang 郭象 († 312). (shrink)

Cet article se propose d’étudier de quelle façon l’« Introduction à la métaphysique » de Henri Bergson fut traduite en chinois entre 1918 et 1921. En analysant trois traductions proposées successivement par Liu Shuya, Cai Yuanpei et Yang Zhengyu, l’auteur met en lumière différents enjeux de la traduction des œuvres philosophiques occidentales. En retraduisant en français ces textes chinois, il met en évidence les décalages linguistiques et culturels. Bien loin de condamner d’éventuelles maladresses des traducteurs, l’objectif est de rechercher les (...) raisons et les conséquences de ces dernières. Ainsi, on constate que ces versions chinoises, réalisées par des intellectuels non francophones et non spécialistes de Bergson, ont été à l’origine, en Chine, d’une certaine moralisation du bergsonisme, et plus particulièrement de la notion d’intuition. Les échos culturels des mots employés ont déplacé le texte de Bergson vers de nouvelles problématiques. (shrink)

Chu tu wen xian yu ru dao guan xi " nei rong jian jie: ru dao guan xi shi yi xiang gui mo hong da de yan jiu ke ti, ta she ji daozheng ge Zhongguo si xiang shi de nei zai jie gou he fa zhan guo cheng, she ji dao Zhongguo wen hua jin hou de zou xiang, yi yi zhong da. Er shi shi ji yi hou, yi huo de le shu liang ke guan de yan jiu (...) cheng guo. Zui jin chu tu wen xian de da liang yong xian you wei zhe ge wen ti de tao lun ti gong le xu duo xin cai liao, xin shi ye, xin guian dian."Chu tu wen xian yu ru dao guan xi " shou ji le 30 duo pian you dai biao xing de lun wen, tong guo "Kong Lao Meng Zhuang zhi bian", "Ru dao hu bu yu ying xiang", "Chu tu wen xian xin shi ye" san ge ban kuai jia yi cheng xian, xi wang du zhe jie ci dui yi wang ru dao guan xi yan jiu de fa zhan mai luo yu kuang jia you zong ti de ba wo, bing you ci kai chu xin de yan jiu tian di. (shrink)

Ben shu zhu yao lun shu ru,Mo liang jia fa zheng si xiang,Bing fu lu xian dai xing fa dui bi fo jiao jie lü lun wen yi pian.Xie zuo te se yao fen wei er:yi,Zai yan jiu fang fa shang,Cai qu bi jiao fa xue yan jiu jin lu,Jian shi chuan tong si xiang yu xian dai jia zhi ti xi xian zhuan gong gou zhi ke neng.Shi gu wen zhang lun shu zhong xin bu zai chan shu ru,Mo (...) nei sheng dao de gong fu lun mian xiang,Er geng ce zhong qi yu xian dai fa li nian ji xian xing fa zhi du zhi dui bi fen xi.Er,Zai lun shu nei rong fang mian,Chuan tong yan jiu zhu yao tong guo jia zhi xi tong nei,Ji ken ding chuan tong wen hua zhi zhuan ye yan jiu zhe li chang chu fa,Zhang xian zhong guo zhe xue shi dai he li xing. (shrink)

This seventh volume of Collected Papers includes 70 papers comprising 974 pages on (theoretic and applied) neutrosophics, written between 2013-2021 by the author alone or in collaboration with the following 122 co-authors from 22 countries: Mohamed Abdel-Basset, Abdel-Nasser Hussian, C. Alexander, Mumtaz Ali, Yaman Akbulut, Amir Abdullah, Amira S. Ashour, Assia Bakali, Kousik Bhattacharya, Kainat Bibi, R. N. Boyd, Ümit Budak, Lulu Cai, Cenap Özel, Chang Su Kim, Victor Christianto, Chunlai Du, Chunxin Bo, Rituparna Chutia, Cu Nguyen Giap, Dao The (...) Son, Vinayak Devvrat, Arindam Dey, Partha Pratim Dey, Fahad Alsharari, Feng Yongfei, S. Ganesan, Shivam Ghildiyal, Bibhas C. Giri, Masooma Raza Hashmi, Ahmed Refaat Hawas, Hoang Viet Long, Le Hoang Son, Hongbo Wang, Hongnian Yu, Mihaiela Iliescu, Saeid Jafari, Temitope Gbolahan Jaiyeola, Naeem Jan, R. Jeevitha, Jun Ye, Anup Khan, Madad Khan, Salma Khan, Ilanthenral Kandasamy, W.B. Vasantha Kandasamy, Darjan Karabašević, Kifayat Ullah, Kishore Kumar P.K., Sujit Kumar De, Prasun Kumar Nayak, Malayalan Lathamaheswari, Luong Thi Hong Lan, Anam Luqman, Luu Quoc Dat, Tahir Mahmood, Hafsa M. Malik, Nivetha Martin, Mai Mohamed, Parimala Mani, Mingcong Deng, Mohammed A. Al Shumrani, Mohammad Hamidi, Mohamed Talea, Kalyan Mondal, Muhammad Akram, Muhammad Gulistan, Farshid Mofidnakhaei, Muhammad Shoaib, Muhammad Riaz, Karthika Muthusamy, Nabeela Ishfaq, Deivanayagampillai Nagarajan, Sumera Naz, Nguyen Dinh Hoa, Nguyen Tho Thong, Nguyen Xuan Thao, Noor ul Amin, Dragan Pamučar, Gabrijela Popović, S. Krishna Prabha, Surapati Pramanik, Priya R, Qiaoyan Li, Yaser Saber, Said Broumi, Saima Anis, Saleem Abdullah, Ganeshsree Selvachandran, Abdulkadir Sengür, Seyed Ahmad Edalatpanah, Shahbaz Ali, Shahzaib Ashraf, Shouzhen Zeng, Shio Gai Quek, Shuangwu Zhu, Shumaiza, Sidra Sayed, Sohail Iqbal, Songtao Shao, Sundas Shahzadi, Dragiša Stanujkić, Željko Stević, Udhayakumar Ramalingam, Zunaira Rashid, Hossein Rashmanlou, Rajkumar Verma, Luige Vlădăreanu, Victor Vlădăreanu, Desmond Jun Yi Tey, Selçuk Topal, Naveed Yaqoob, Yanhui Guo, Yee Fei Gan, Yingcang Ma, Young Bae Jun, Yuping Lai, Hafiz Abdul Wahab, Wei Yang, Xiaohong Zhang, Edmundas Kazimieras Zavadskas, Lemnaouar Zedam. (shrink)

Xue xi he yan jiu Zhongguo zhe xue, yi ban lai shuo, Feng xian sheng shi ke chao er bu ke yue de. Yi si shi, hou ren wan quan ke neng er qie ye ying dang sheng guo Feng xian sheng, dan shi que bu neng rao guo Feng xian sheng. Rao guo Feng xian sheng, bu dan bi ran yao duo fei li qi, er qie rong yi zou wan lu er nan yu shen ru tang ao. Feng (...) Youlan zuo wei wo guo jin dai zhe xue de yi dai ju bo, zai mou zhong yi yi shang, ying xiang liao zheng ge jin dai Zhongguo zhe xue de ge ju. Er dui yu Feng Youlan zhe xue ji qi xue shu sheng ya de yan jiu, ye sui zhe dang dai guo xue yan jiu de xing qi, shou dao yue lai yue duo de guan zhu. Minguo shi qi de Zhongguo xue shu jie, ying gai shuo shi hui ju le yi da pi kua shi dai de xue shu jing ying, te bie shi zai chuan tong xue shu ling yu, kan cheng yi chang si xiang de sheng yan.ben shu zuo zhe zai hao ru yan hai de Minguo wen xian zhong, jing xin zheng li chu dang shi xue jie dui Feng Youlan zhe xue de hui ying he dui hua, qi zhong bao kuo zhu ru Chen Yinke, Jin Yuelin, Hu Shi, Zhang Dainian, Cai Shangsi deng yi da pi xue jie tai dou de wen zhang, zi liao xing fei chang qiang, bu jin fan ying le zhu wei xue zhe ge ren de du dao jian jie, geng cong yi ge ce mian fan ying le Minguo shi qi Feng Youlan zhe xue yan jiu de sheng kuang, dui dang xia yan jiu Feng Youlan zhe xue si xiang ju you zhong yao de can kao jia zhi. (shrink)

Ben shu wei "Song Ming shi qi Chang Jiang zhong you de ru xue yan jiu" cong shu zhi yi: ben cong shu shi ren wen she hui ke xue chong dian yan jiu ji di-Wuhan da xue Zhongguo chuan tong wen hua yan jiu zhong xin tou biao, jing jiao yu bu zu zhi zhuan jia ping shen tong guo, zheng shi pi zhun de jiao yu bu ren wen she hui ke xue 2001 nian du zhong da yan (...) jiu xiang mu, xiang mu pi zhun hao shi 01JAZJD720008, ding yu 2004 nian qian hou wan cheng. ke ti zu zhu chi ren wei Guo Qiyong jiao shou, "Jiangxi zhi xue"shi Zhu Xi ti chu de yi ge gai nian, zhu yao zhi chu zi yu Jiangxi Jinxi Lu shi jia zu yi men de xue shuo, qi nei he shi Lu Jiuyuan de xin xue; di 2 quan ze shi you "Song Yuan xue an" suo zai zhi Xiangshan xiong Zhangfu, Suoshan de xue shuo; di 3 quan wei Xiangshan xiong di de di zi men de si xiang. Ben shu quan mian kao cha Jiangxi zhi xue zai Song dai Chang Jiang zhong you xing qi de xue mo yuan yuan, zhu yao xue shuo, yu Luo xue Min xue Zhejiang zhu xue zhe (Lü Zuqian, Yong Shangsi xian sheng deng) zhi jian de guan xi, yi ji qi dui Wang (Yangming) xue xing qi de nei zai guan lian xing, bing yan ji dui xian dai xin ru xue de tan tao. ben shu de xie zuo jiang zhu zhong si xiang kao gu de fang fa, zai quan mian yan jiu you guan dian ji de ji chu shang, dui you guan ren wu de chu sheng di, huo dong de di qu (ru jia zu suo zai cun luo, xue zhe shu xin wang lai, jiang xue, hui jiang, shu yuan deng) jin xing shi di de kao cha, guang fan di yun yong fang zhi, nian pu, shu yuan zhi, jia pu deng cai liao, ba si xiang jia huan yuan yu ju ti huan jing zhi zhong, zai ju ti she hui de li shi de jia zu de bei jing xia kao cha qi si xiang de nei han, jie shi qi jing shen suo zai, bing jin er yin shen chu qi yi yi yu jia zhi. (shrink)

In this article, the co-editors of the corporate responsibility: quantitative issues section of the journal provide an overview of the quantitative CSR field and offer some new perspectives on where the field is going. They highlight key issues in developing impactful, theory-driven, and ethically grounded research and call for research that examines complex problems facing businesses and the society (e.g., big data and artificial intelligence, political polarization, and the role of CSR in generating social impact). By examining topics that are (...) under-researched, forward-looking, and socially oriented, scholars can expand the boundary of CSR’s substantive domain and produce research that helps businesses act in a long-term, socially responsible way in this quickly evolving, turbulent environment. They also discuss ways to enhance the methodological rigor of quantitative CSR research and encourage scholars to employ cutting-edge, innovative methods to shed light on the micro-level mechanisms of CSR and reveal patterns and relationships hidden in unstructured big data. (shrink)

Unethical pro-organizational behavior (UPB) is unethical behavior driven by an intention to assist an organization. This study is one of the first attempts to examine the consequences of UPB. We argue that such types of behaviors can induce failure in self-regulation and thereby give rise to counterproductive work behavior (CWB). Based on self-regulation theory, we theorize that the breakdown in three fundamental mechanisms (i.e., moral standards, monitoring, and discipline) explains the link between UPB and CWB. Moreover, moral identity internalization can (...) temper these breakdown processes such that employees with higher levels of moral identity internalization are less likely to experience moral disengagement, workplace entitlement, or self-control depleting after enacting UPB, and therefore, will engage in less CWB. We conducted a 7-day experience sampling study of 95 financial service employees in a Chinese bank to test our theoretical model. The results indicated that transgressions committed with the intention of helping the organization would ultimately harm the organization, especially for those with lower moral identity internalization. Theoretical and practical implications are discussed. (shrink)

In this essay I explore the notion of philosophy as a way of life as a recovery pathway for individuals in addiction recovery. My hypothesis is that philosophy as a way of life can be a compelling, and legitimate recovery pathway for individuals in addiction recovery, as one of many recovery pathways. I will focus on logic-based therapy applied in the context of addiction recovery. The aim of presenting a case study is to show how a client receiving LBT is (...) provided with techniques and a worldview that can contribute to a philosophically oriented recovery program. In the case study the client was advised to apply the moral philosophy of Friedrich Nietzsche as an uplifting philosophical framework to counteract his unproductive worldview and fallacious thinking. Considering that there is an ostensibly low efficacy rate for the treatment of addiction, articulating the value of philosophy as a way of life as a recovery pathway provides a conceptual and methodological framework for the development of novel philosophically-based addiction treatment and recovery-oriented programs—thus expanding the treatment and recovery options available for those seeking recovery from addiction. (shrink)

Environmental ethics can be cultivated in China and other Asian countries based on Chinese philosophical perspectives. Two major Chinese philosophies relevant to the issues of environmental ethics—Confucianism and Taoism—suggest certain approaches to developing environmental ethics. These approaches can complement each other in developing a Chinese or East Asian theory of environmental ethics. Drawing on these perspectives, China’s Wolong National Nature Reserve can face the challenge of protecting its pandas while developing the local economy. By adopting a set of strategies with (...) elements from both Confucianism and Taoism, Wolong has fared well in both protecting pandas and promoting environmental ethics. This case has implications for both managerial researchers and practitioners. (shrink)

Emotion recognition plays an important role in intelligent human–computer interaction, but the related research still faces the problems of low accuracy and subject dependence. In this paper, an open-source software toolbox called MindLink-Eumpy is developed to recognize emotions by integrating electroencephalogram and facial expression information. MindLink-Eumpy first applies a series of tools to automatically obtain physiological data from subjects and then analyzes the obtained facial expression data and EEG data, respectively, and finally fuses the two different signals at a decision (...) level. In the detection of facial expressions, the algorithm used by MindLink-Eumpy is a multitask convolutional neural network based on transfer learning technique. In the detection of EEG, MindLink-Eumpy provides two algorithms, including a subject-dependent model based on support vector machine and a subject-independent model based on long short-term memory network. In the decision-level fusion, weight enumerator and AdaBoost technique are applied to combine the predictions of SVM and CNN. We conducted two offline experiments on the Database for Emotion Analysis Using Physiological Signals dataset and the Multimodal Database for Affect Recognition and Implicit Tagging dataset, respectively, and conducted an online experiment on 15 healthy subjects. The results show that multimodal methods outperform single-modal methods in both offline and online experiments. In the subject-dependent condition, the multimodal method achieved an accuracy of 71.00% in the valence dimension and an accuracy of 72.14% in the arousal dimension. In the subject-independent condition, the LSTM-based method achieved an accuracy of 78.56% in the valence dimension and an accuracy of 77.22% in the arousal dimension. The feasibility and efficiency of MindLink-Eumpy for emotion recognition is thus demonstrated. (shrink)

This article explores the potential utility of the theory of Holism as developed by South African philosopher, British Commonwealth statesman and military leader, Jan Smuts, for philosophical counselling or practice. Central to the philosophical counseling process is philosophical counsellors or practitioners applying the work of philosophers to inspire, educate and guide their counselees in dealing with life problems. For example, Logic-Based Therapy, a method of philosophical counselling developed by Elliot Cohen, provides a rational framework for confronting problems of living, where (...) the counselor helps the counselee find an uplifting philosophy that promotes a guiding virtue that acts as an antidote to unrealistic and often self-defeating conclusions derived from irrational premises. We present the argument that Holism is one such uplifting philosophy which can be of utility to philosophical counselors or practitioners to help their counselees with confronting problems of living. Furthermore, we argue that Smuts’ articulation of freedom can act as a guiding virtue within this uplifting philosophy of Holism in accordance with the methodology of LBT. Smuts’ contribution to philosophy and psychology is arguably inadequately credited, and for this reason, and to the best of our knowledge, Smuts’ theory of Holism has yet to be discussed in the context of philosophical counseling or practice. Given these omissions, we begin this article with a discussion of his influence on 20th Century Anglo-American psychology. We then provide a brief historical context, and an introduction to the central argument of Smuts’ Holism, as well as a brief overview of the origins of Smut’s Holism and an introduction to his book Holism and Evolution. In the remainder of the article, we discuss several foundational concepts that underlie Smuts’ theory of Holism, as articulated and developed in his book Holism and Evolution, to substantiate our arguments. We conclude by highlighting the limitations of our article, limitations to Smuts’ model, and the challenges inherent in the use of a now largely antiquated theory, even by Smuts’ own admission nineteen years after its publication, for the purposes of contextualizing and substantiating the arguments and recommendations presented herein. (shrink)

This paper delves into a two-agent scheduling problem in which two agents are competing for a single resource. Each agent has a set of jobs to be processed by a single machine. The processing time, release time, weight, and the due dates of each job are known in advance. Both agents have their objectives, which are conflicting in nature. The first agent tries to minimize the total completion time, while the second agent tries to minimize the number of tardy jobs. (...) The two agents’ scheduling problem, an NP-hard problem, has a wide variety of applications ranging from the manufacturing industry to the cloud computing service provider. Due to the wide applicability, each variation of the problem requires a different algorithm, adapted according to the user’s requirements. This paper provides mathematical models, heuristic algorithms, and two nature-based metaheuristic algorithms to solve the problem. The algorithm’s performance was gauged against the optimal solution obtained from the AMPL-CPLEX solver for both solution quality and computational time. The outlined metaheuristics produce a solution that is comparable with a short computational time. The proposed metaheuristics even have a better solution than the CPLEX solver for medium-size problems, whereas the computation times are much less than the CPLEX solvers. (shrink)

This study proposes a novel fractional-order sliding-mode control strategy with robust switching gain to achieve reliable and high quality of wind-powered microgrid systems. Three fractional-order sliding mode controllers are designed to generate continuous control signals and regulate the outer DC-link voltage loop and inner current loop in the grid-side inverters. High robustness and stability of the grid-side inverter can be guaranteed even in the presence of parameter variations and external disturbances. Owing to the fractional-order sliding manifold and fractional-order integral control (...) law, the chattering is attenuated. The fractional-order robust adaptive switching gain is designed to avoid overestimating the upper bound of matched/unmatched uncertainties, save the control energy, and guarantee the rapidity and robustness of the convergence. Simulations validate the proposed method. (shrink)

Language is central to the interactional nature of the social life within which it is situated. To react or respond in a particular situation, we must be able to recognize the social situation. Growing evidence has demonstrated the negative impact of perceived loneliness on late-life executive functions. Yet little is known about how social factors impact language processing for older people. The current study aims to fill this gap, first by assessing age-related changes in lexical processing during Chinese word reading, (...) second, by examining whether older adults’ individual differences, such as processing speed and verbal abilities, modulate meaning retrieval and, third, by investigating whether perceived loneliness can hinder word reading. The use of compound words in Chinese enables significant sublexical ambiguity, requiring varying executive load during word recognition: when a word’s constituent characters carry multiple meanings, readers must consider the meaning contributions of both constituent characters and use top-down word information to determine the most accurate meaning of the ambiguous character, a process termed “sublexical ambiguity resolution.” In this study, adults read real Chinese words and pseudowords, and they were asked to make lexical decisions. Older adults exhibited greater lexicality effects and similar sublexical ambiguity effects compared with young adults. Among older participants, processing speed could account for their ability to differentiate between words and pseudowords. In contrast, the level of perceived loneliness modulated the efficacy of sublexical ambiguity resolution: the participants with higher perceived loneliness displayed a greater sublexical ambiguity disadvantage effect. These results indicate that perceived loneliness may affect the use of contextual information in meaning retrieval during reading. The findings provide an important link between social connections and language processing. (shrink)