Abstract: Accurate stock price prediction is essential for informed investment decisions and financial planning. In this research, we introduce an innovative approach to forecast stock prices using an Artificial Neural Network (ANN). Our dataset, consisting of 5582 samples and 6 features, including historical price data and technical indicators, was sourced from Yahoo Finance. The proposed ANN model, composed of four layers (1 input, 1 hidden, 1 output), underwent rigorous training and validation, yielding remarkable results with an accuracy of 99.84% and (...) an average error of 0.005. Additionally, we conducted a feature importance analysis, identifying the key drivers of stock price prediction, such as "High," "Low," "Open," "Volume"," and "Date." This study not only offers a highly accurate stock price prediction model but also contributes valuable insights into the influential factors affecting stock prices, enhancing the field of financial analysis and investment decision-making that are suitable for the task. (shrink)

In this paper we take an approach in Humanoid Robots are not considered as robots who resembles human beings in a realistic way of appearance and act but as robots who act and react like human that make them more believable by people. Regarding this approach we will study robot characters in animation movies and discuss what makes some of them to be accepted just like a moving body and what makes some other robot characters to be believable as a (...) living human. The goal of this paper is to create a rule set that describes friendly, socially acceptable, kind, cute... robots and in this study we will review example robots in popular animated movies. The extracted rules and features can be used for making real robots more acceptable. (shrink)

This research assesses the competency and skill requirements for Seaplane aircraft maintenance in the pilot education program at the Indonesian Pilot Academy Banyuwangi. Utilizing qualitative methods, including in-depth interviews and direct observation, the study involves students and teachers in the pilot education program. Analysis reveals crucial competencies for students, encompassing a profound understanding of Seaplane aircraft systems, adept problem-solving during operations, and the capacity for quick and precise decision-making. Special skills, such as adaptability to complex working conditions and meticulousness in (...) maintenance procedures, are also deemed essential. The research identifies alignment between the academy's curriculum and Seaplane aircraft maintenance needs, yet highlights specific areas requiring enhancement. The study recommends strengthening the curriculum and teaching methods to better address competency and skill needs. Implementing these recommendations is anticipated to elevate the quality of graduates, ensuring they are well-equipped to meet the challenges of Seaplane aircraft maintenance in the aviation industry. (shrink)

La logique peut-elle se détacher des facteurs environnementaux et opérer indépendamment des états mentaux des locuteurs ? Dans cette article, nous montrons comment on est passé d’une réponse positive à une réponse négative à cette question. La critique de la formalisation logique des descriptions définies amorcée par Strawson, a été critiquée et étendue par Donnellan, qui distingue les usage référentiels et attributifs du langage et montre que la formalisation des énoncés en langue naturelle est inextricable de facteurs pragmatiques non automatisables. (...) Nous terminons cet article en abordant brièvement les conséquences d’une telle position sur les développements récents de l’Intelligence Artificielle. Mots clé : Logique, Descriptions définies, Russell, Strawson, Donnellan //////////////////////////////////////////////////////////////////////////////////////////////////// //////////////////////////////////////////////////////////////////////////////////////////////////// //////////////////////////////////////////////////////////////////////////////////////////////////// ////////////////////////////////////////////////////////////////////////////////////////////// -/- Abstract Can logic operate independently of environmental factors and of the mental states of speakers? In this article, we show how we went from a positive to a negative answer to this question. The critique of the logical formalization of definite descriptions initiated by Strawson, was extended by Donnellan, who distinguishes the referential and attributive uses of language and shows that the formalization of statements in natural language is inextricable from pragmatic factors. We end this article by briefly addressing the consequences of such a position on recent developments in Artificial Intelligence. Keywords: Logic, Definite descriptions, Russell, Strawson, Donnellan . (shrink)

Imam Khomeini extended Islamic thought from the theoretical aspect to the practical one, from mysticism and ethics to history and experience, and from legal reasoning and jurisprudence to revolution and the establishment of state. Thus, he presented a wide set of issues and matters of contention which had not been previously discussed in Islamic thought generally and in Shiite thought specifically.

Health development is faced with a variety of important issues including health status disparities; double burden of disease; quality, equity and affordability of health services; community protection in the field of medicine and food; and clean and healthy life behavior. Methods: The method used in this short communication is descriptive-comparative where we review Safety Culture in Indonesian Health Services in five aspects, namely Health Services for the Poor, nutritional problems that are never complete, Extraordinary Events of Communicable Diseases, Poor health (...) in Disaster areas, and finally the number of health workers still lacking and comparing the problem of Human Resources Health problems in Indonesia according to WHO (2011) and the Indonesian Ministry of Health (2009). Results: The results obtained in this brief communication are that we get new information in the form of problems encountered in Safety Culture in Indonesian Health Services, examples of cases that occur, policies taken by the government in handling them and the results obtained after the implementation of the policy. All of these are reviewed in five aspects. Conclusion: The conclusion we can take in this brief communication is that health problems that occur in Indonesia have not been resolved even though the government has implemented policies related to these problems but has not been resolved to date. (shrink)

el-Mevârîs fi’ş-Şerîati’l-İslâmiyye fî dav’i’l-Kitâbi ve’s-Sünne. Muhammed Ali Sâbûnî. Kahire: Dârü’l-hadîs tarih yok.

At the end of the 19th century, Turkish romanticism Tevfik Fikret, Namık Kemal, Rıza Tevfik, and Mehmet Ersoy had a powerful impact on the literature that entered the entire Caucasus region. 20th-century Azerbaijan romantics Huseyin Javid and Mohammed Hadi, especially young people, wrote and created in line with their influence and style. The article discusses the aspects of the effect of Turkish and Azerbaijan romanticism on the creativity of Bahtiyar Vahabzade. This study also included the impact of Turkish romanticism (...) on the creativity of Bahtiyar Vahabzade. In addition, the extraordinary influence of prominent artists such as Hüseyin Javid and Muhammed Hadi, the prominent representatives of Azerbaijan romanticism, on the creativity of Bahtiyar Vahabzade has been clarified. These nfluenced Bahtiyar Vahabzade both ideologically and artistically. Accordingly, this study aims to reveal how Bahtiyar Vahabzade, who exhibits his ideological and literary stance inspired by Turkish and Azerbaijan romanticism, reflects these influences in his work. It has been concluded that Bahtiyar Vahabzade's poetry is related to modern Turkish literature and poetry as well as classical Turkish poetry at the time of creation. (shrink)