Relational database management system is the most popular database system. It is important to maintain data security from information leakage and data corruption. RDBMS can be attacked by an outsider or an insider. It is difficult to detect an insider attack because its patterns are constantly changing and evolving. In this paper, we propose an adaptive database intrusion detection system that can be resistant to potential insider misuse using evolutionary reinforcement learning, which combines reinforcement learning and evolutionary learning. The model (...) consists of two neural networks, an evaluation network and an action network. The action network detects the intrusion, and the evaluation network provides feedback to the detection of the action network. Evolutionary learning is effective for dynamic patterns and atypical patterns, and reinforcement learning enables online learning. Experimental results show that the performance for detecting abnormal queries improves as the proposed model learns the intrusion adaptively using Transaction Processing performance Council-E scenario-based virtual query data. The proposed method achieves the highest performance at 94.86%, and we demonstrate the usefulness of the proposed method by performing 5-fold cross-validation. (shrink)

Chenu, M.-D. Foi, certitude et recherche.--Gilson, É. Réponse à Louis-Marie Régis, On some difficulties of interpretation.--Dubarle, D. Logique et épistémologie du signe chez Aristote et chez les Stoïciens.--Geiger, L.-B. Ce qui est, se dit en plusiers sens.--Owens, J. "Diversificata in diversis."--Cauchy, V. Être et connaître, l'irréductibilité de l'aristotélisme au platonisme.--Joós, E. Maurice Merleau-Ponty, de l'intentio intellectus, à l'intentio rei.--Murin, C. Pour une démystification de la "mort-de-Dieu" nietzschéenne.--Joós, E. Post-scriptum, la nouvelle scolastique de Louis-Marie Régis.--Landry, A.-M. Louis-Marie Régis, O.P., quelques dates (...) et faits marquants de sa vie.--Lettre d'Henri-Irénée Marrou à Louis-Marie Régis. (shrink)

Analytical study of ethics in Hindu philosophy.

Portions, dealing with the definition of invariable concomitance (vyāpti), from the commentary on Tattvacintāmaṇi, basic work of the neo-Nyāya school in Hindu philosophy, by Gaṅgeśa, 13th cent.

Commentary on Anumānakhaṇḍa in the Tattvacintāmaṇi, 13th century basic work of the neo-Nyāya school in Hindu philosophy, by Gaṅgeśa; portions dealing with definition of invariable concomitance (vyāpti).

ArgumentThe paper focuses on a research project launched by Norwegian psychiatrists immediately following World War II. The project sought to investigate the roots of quislingism through psychiatric research on the collaborators. Considered with hindsight, however, the methodology of the project seems puzzlingly shallow. The paper discusses whether this was due to a general lack of adequate methodology in the contemporaneous sciences, or whether the explanation must be sought in the project's social and historical context. Ultimately, I conclude that considerable weight (...) must be placed on the latter explanation, and that the general political ostracism of the collaborators in the postwar years played a major role in the psychiatrists' attitude. (shrink)

This article uses a research method that combines theoretical research and empirical analysis. It first introduces the relevant theories of energy service city distribution sites in the context of e-commerce and then the types of energy service city distribution sites and the composition of energy service city distribution systems. The network layout of the service city distribution site and the location objectives, principles, and processes of the model is studied to determine the network layout plan of the energy service city (...) distribution system in this paper. This paper fully considers the characteristics of the network operation mode of the energy service city distribution site and establishes an optimization model for the location selection and vehicle routing of the distribution center with the lowest total system cost under the simultaneous delivery service mode; based on the hierarchical solution strategy, a combination of deep learning is designed. Algorithms mainly include two-stage hybrid heuristic algorithm of cluster analysis, maximum coverage and genetic algorithm; simulation analysis is conducted to verify the effectiveness of the model and algorithm by data simulation, finally get the integrated optimization plan of distribution center location and routing, and put forward the operation strategy through the result expansion analysis. This paper studies the planning model based on the network layout planning of the energy service city distribution system under the e-commerce environment, aiming to promote the breakthrough development of urban smart logistics and prove the importance of the energy service city distribution station network layout planning. The purpose and results of the research are to reduce traffic and environmental pressures, achieve joint direct distribution, improve the efficiency of urban logistics and distribution, and solve the problem of the last mile of the city. (shrink)

Two philosophical problems are thoroughly treated here: (1) how close the philosophical idea of Hong Tae-yong in eighteenth-century Korea is to the non-absolutist Weltanschauung of Chuang-tzu, and (2) how, by means of this non-absolutist idea, Hong was able to question the orthodox sinocentrism that most Korean Neo-Confucianists of the time stubbornly took for granted. Hong felt that Korean intellectuals had to look beyond sinocentrism for a consciousness of their own cultural identity. As a Confucian reformist, he highlights the realization of (...) this cultural identity as the imminently required move to accomplish social reform. (shrink)

The present study aimed to investigate the effects of acute aerobic exercise on underlying neuronal activities associated with task-switching processes including both mixing and switch costs. A total of 29 healthy young adults (21.4 ±1.2 years) participated in this study. The experiment consisted of an exercise and a rest condition. In the exercise condition, participants completed 30 minutes of walking and/or jogging on a motor driven treadmill sufficient to achieve an intensity of 70% of maximum heartrate (HRmax). In the rest (...) condition, participants rested quietly for 30 minutes. Both conditions were conducted on different days, and the order was counterbalanced across participants. Participants performed the task-switching paradigm (switching between two different tasks), after both exercise and rest conditions respectively. The P3 amplitude was smaller in the non-switch trial than the single trial only in the rest condition, but not in the exercise condition. In other words, more attentional resources were allocated to the non-switch trial requiring greater amounts of working memory following the exercise condition. Mixing and switch effects on the P3 component were influenced by acute aerobic exercise. This result suggests that acute aerobic exercise may serve to facilitate the flexibility of task-set reconfiguration and maintaining the task set in working memory. Furthermore, during the switch trials, the P3 latency was shorter in the exercise condition than in the rest condition. This result is consistent with the findings of previous studies, indicating that cognitive processing speed is increased only during task conditions requiring greater amounts of executive control. Our study clearly indicates that acute aerobic exercise may facilitate cognitive flexibility as well as other executive functions (i.e., inhibitory control and working memory). (shrink)

God (Islam). ; Pantheism. ; Islamic philosophy.

Vzaimodeistvie mezhdu fizicheskii︠a︡ i psikhicheskii︠a︡ mir -- Granit︠s︡ite na znanieto -- Svetŭt kato produkt na sŭznanieto -- Absoli︠u︡tnoto sŭznanie.

This paper examines the thought of Sayf al-Dīn al-Āmidī (d. 631/1233) regarding takfīr (declaring another a non-believer), a practice which would become popularized in the generation after the death of the Prophet Muhammad by a sect known as the Kharajites. The Kharajites were a religio-political sect that would use takfīr as a kalāmic tool of excommunication, as well as a justification for violence against other Muslims. The group originates in the first century of hijrah following their excommunication of the Caliph (...) ‘Alī for mediating with his political challenger Mu‘āwiya. In the centuries following the emergence of this sect, scholars of kalām such as al-Āmidī would begin to discuss and debate takfīr in the context of the greater Muslim community. In contrast to the Kharajites, a number of other sects al-Āmidī would recognize as deviant would hold contrasting beliefs, including the Murji’ites who vehemently opposed the excommunication of anyone so long as they outwardly maintained belief in God and His prophet. While some of these scholarly debates over takfīr would become so heated as to result in excommunication between kalāmic schools, it would later be accepted that excessive takfīr was not necessarily a characteristic of any single Sunni sect, but rather a mentality that could manifest in any given kalāmic school. Many of these scholars would adopt a kalāmic formula designed to prevent excessive takfīr, the principle that the “those belonging to the qibla” (ahl al-qibla) ought not be excommunicated. In his formulation, Al-Āmidī addresses a number of issues debated as potential reasons for takfīr, including the committing of major sins (murder, adultery, theft, etc.), abandonment of central Islamic obligations, opposing scholarly consensus, belief in the createdness of the Qur’ān, denying the beatific vision (ru’yā), misinterpreting the divine attributes (ṣifāt), and the excommunication of prophetic companions or other Muslims. This principle, as shown in this study, would be considered flexible by many of these scholars, who were willing to excommunicate followers of heretical movements. Al-Āmidī, a prominent scholar living in the context of these debates surrounding excommunication, spent considerable energy on the question of takfīr and proposed a number of original insights. In attempting to minimize the application of takfīr, al-Āmidī analyzed many of the specific issues discussed by previous scholars on the issue, arguing that many acts previously considered excommunicable in fact did not constitute disbelief. These groups include such sects as the Kharajites, Murji’ites, Mu’tazilites, Shi’ites and anthropomorphists, whom al-Āmidī argues must not be excommunicated from the fold of Islam, drawing from both logical (‘aqlī) and scriptural (naqlī) arguments. One of the central scriptural sources al-Āmidī deploys is an oft-quoted prophetic tradition concerning the prediction of the Muslim nation splitting into 73 sects, only one of which will be saved from the hellfire – implying that these groups should still be recognized as Muslims. Conversely, questions regarding which al-Āmidī would affirm the obligation for takfīr include denying prophecy, any aspect of divine revelation, belief in the divinity of objects or beings, denial of God and divine miracles, and insulting God, the prophets, or any aspect of the religion. This study further analyzes Al-Āmidī’s definitions of īmān (belief) and kufr (disbelief), the relationship between them, and his views on specific heretical sects as debated in the Sunni tradition. (shrink)

Supercommentary on the Dravyaprakaraṇa portion of Udayanācārya's Kiraṇāvalī, commentary on Praśastapādācārya's Padārthadharmasaṅgraha, basic Vaiśeṣika work; from the neo-Nyāya point of view in Hindu philosophy.