al-Juzʼ al-awwal. Dirāsāt fī al-manṭiq wa-falsafat al-ʻulūm -- al-juzʼ al-thānī. Dirāsāt fī al-manhaj wa-al-ʻilm al-ʻArabī.

On the exposition of Buddhist logic; study initiated by Ngagyur Nyingma Institute.

In order to improve the efficiency of the English translation, machine translation is gradually and widely used. This study briefly introduces the neural network algorithm for speech recognition. Long short-term memory (LSTM), instead of traditional recurrent neural network (RNN), was used as the encoding algorithm for the encoder, and RNN as the decoding algorithm for the decoder. Then, simulation experiments were carried out on the machine translation algorithm, and it was compared with two other machine translation algorithms. The results showed (...) that the back-propagation (BP) neural network had a lower word error rate and spent less recognition time than artificial recognition in recognizing the speech; the LSTM–RNN algorithm had a lower word error rate than BP–RNN and RNN–RNN algorithms in recognizing the test samples. In the actual speech translation test, as the length of speech increased, the LSTM–RNN algorithm had the least changes in the translation score and word error rate, and it had the highest translation score and the lowest word error rate under the same speech length. (shrink)

Exhaustive work on fundamentals of Mimamsa philosophy.

Articles on comparative religion; includes articles on ethics and society in religion.

Islamic education; Islamic ethics; security education; culture conflict; influences; families; Saudi Arabia; intellectual life; 20th century.

Commentary on Brahmasūtra of Bādarāyaṇa, based on Viśiṣṭādvaita philosophy.

Abnormal behavior detection of social security funds is a method to analyze large-scale data and find abnormal behavior. Although many methods based on spectral clustering have achieved many good results in the practical application of clustering, the research on the spectral clustering algorithm is still in the early stage of development. Many existing algorithms are very sensitive to clustering parameters, especially scale parameters, and need to manually input the number of clustering. Therefore, a density-sensitive similarity measure is introduced in this (...) paper, which is obtained by introducing new parameters to transform the Gaussian function. Under this metric, the distance between data points belonging to different classes will be effectively amplified, while the distance between data points belonging to the same class will be reduced, and finally, the distribution of data will be effectively clustered. At the same time, the idea of Eigen gap is introduced into the spectral clustering algorithm, and the verified gap sequence is constructed on the basis of Laplace matrix, so as to solve the problem of the number of initial clustering. The strong global search ability of artificial bee colony algorithm is used to make up for the shortcoming of spectral clustering algorithm that is easy to fall into local optimal. The experimental results show that the adaptive spectral clustering algorithm can better identify the initial clustering center, perform more effective clustering, and detect abnormal behavior more accurately. (shrink)

Contributed articles chiefly on the life and work of Govinda Chandra Dev, philosopher from Bangladesh; festscrift volume of lectures; includes articles on Bengali culture.

This study investigates how the explicitly anti-prosocial and anti-pro-environmental speech by political elites affects firms’ environmental and social performance. Using the case of the Donald J. Trump campaign for president in the United States when he gave out controversial and inflammatory remarks, including those regarding E&S issues, we find that local firms’ E&S performance decreased significantly in the year following DJT’s presidential campaign rally compared with firms in other geographic areas where there was no DJT’s presidential campaign event. A further (...) test indicates that the change in firms’ E&S performance can be driven by DJT remarks’ influence on local social norms shift. Furthermore, we show that the post-rally decrease of local firms’ E&S performance is more pronounced for local firms that operate primarily locally or local firms that are more sensitive to political uncertainty. Taken together, these findings indicate that political events such as political elites giving remarks can affect firms’ E&S performance. (shrink)

Ma and Sun have recently argued that some forms of insider trading are ethically acceptable. We argue that the authors fail to prove three key premises of their argument, which is therefore unsound.

Ma is a curriculum. The Japanese concept of ma refers to the interval between two markers. In a dialectic exploration, the spaces between--private/public, teacher/student, old/new, self/other, among others are probed in ways that contribute to the significant research in teaching and learning that has been undertaken in the last decades.

Study on Mādhyamika philosophy of Tibetan Buddhism.

This paper criticizes the pragma-dialectical conception of a fallacy, according to which a fallacy is an argumentative speech act which violates one or more of the rules of 'rational discussion'. That conception is found to be neither a necessary nor a sufficient condition for committing a fallacy. It is also found wanting in several other respects.

Ma Weilong's article appeared in the Shanghai daily newspaper Shibao . Shibao was an organ of late Qing constitutional reformists founded in June of 1904. Little is known about Ma since he was not a regular Shibao journalist. Ma was not the first to mention issues of rights in the pages of Shibao. Between April and July 1907 the newspaper devoted a series of editorials to the subject of constitutional rights. This included a translation of the full text of the (...) French Declaration of the Rights of Man, which was prefaced by a brief explanation of the concept of natural rights and its implications for the citizens of a constitutional nation. While Ma says that natural rights are innate, he simultaneously requires that citizens develop adequate "political abilities" before they can merit any rights. (shrink)

Freiheitsentziehende Maßnahmen in Altenpflegeheimen sind unter pflegerischen und ethischen, aber auch betreuungsrechtlichen und vor allem strafrechtlichen Gesichtspunkten von besonderer Bedeutung. Häufig sind eingeschränkte Mobilität, Verringerung der kognitiven Funktionen, große Hilfsbedürftigkeit des älteren Menschen der auslösende Faktor für den Einsatz derartiger Einschränkungen. Daneben gibt es jedoch Hinweise, dass die Anwendung freiheitsentziehender Maßnahmen auch mit organisatorischen Abläufen in Altenpflegeeinrichtungen zusammenhängt. Der vorliegende Beitrag diskutiert, wieweit freiheitsentziehende und freiheitsbeschränkende Maßnahmen bei alten Menschen überhaupt zulässig sind und zeigt auf, dass die Entwicklung von alternativen (...) Betreuungs- und Versorgungsansätzen dazu beitragen kann, dass durch weniger freiheitsentziehende Maßnahmen in der stationären Pflege die Würde der alten Menschen gewahrt bleibt. (shrink)

The foremost aim of this research was to forecast the performance of three stock market indices using the multilayer perceptron, recurrent neural network, and autoregressive integrated moving average on historical data. Moreover, we compared the extrapolative abilities of a hybrid of ARIMA with MLP and RNN models, which are called ARIMA-MLP and ARIMA-RNN. Because of the complicated and noisy nature of financial data, we combine novel machine-learning techniques such as MLP and RNN with ARIMA model to predict the three stock (...) market data. The data used in this study are taken from the Pakistan Stock Exchange, National Stock Exchange India, and Sri Lanka Stock Exchange. In the case of Pakistan, the findings show that the ARIMA-MLP and ARIMA-RNN beat the individual ARIMA, MLP, and RNN models in terms of accuracy. Similarly, in the case of Sri Lanka and India, the hybrid models show more robustness in terms of forecasting than individual ARIMA, MLP, and RNN models based on root-mean-square error and mean absolute error. Apart from this, ARIMA-MLP outperformed the ARIMA-RNN in the case of Pakistan and India, while in the context of Sri Lanka, ARIMA-RNN beat the ARIMA-MLP in forecasting. Our findings reveal that the hybrid models can be regarded as a suitable option for financial time-series forecasting. (shrink)

In this paper, we consider the iterative algorithm for a boundary value problem of n -order fractional differential equation with mixed integral and multipoint boundary conditions. Using an iterative technique, we derive an existence result of the uniqueness of the positive solution, then construct the iterative scheme to approximate the positive solution of the equation, and further establish some numerical results on the estimation of the convergence rate and the approximation error.