شنت الولايات المتحدة الأمريكية حربا على العراق عام 2003 بدعوى أن العراق يمتلك أسلحة دمار شامل، ثم تبين للعالم عدم صحة هذه الدعوى، وقال الناس: لقد كذبت الإدارة الأمريكية. كانت نظرية المعرفة التقليدية تنسب المعرفة إلى الذات العارفة الفردية، وتركز على الفاعلين الأفراد وحالاتهم الاعتقادية، مثل "يعتقد أحمد بقضية معينة". أما أن ننسب الحالات المعرفية إلى الجماعات مثل " كذبت الإدارة الأمريكية"، فهذا تحول في الإبستمولوجيا إلى الفاعل الجماعي. إبستمولوجيا الجماعات epistemology of groups حقل فرعي من الإبستمولوجيا الاجتماعية. يهدف إلى (...) استكشاف الخصائص والعمليات المعرفية على مستوى الجماعة. ظهر بصورة واضحة مع مطلع القرن الحادي والعشرين، فعقدت له مؤتمرات وطنية ودولية، وظهرت البحوث والكتب التي تعنى بموضوعاته الأساسية مثل معرفة الجماعة، واعتقاد الجماعة، وتسويغ الجماعة، وفهم الجماعة، وعقلانية الجماعة وموضوعيتها، وفضيلة الجماعة، واختلاف الجماعة، واستقطاب الجماعة، وذكاء الجماعة، وَهَلُمَّ جَرّاً. ويضيف هذا الكتاب إلى المناقشات المتطورة في المعرفة الاجتماعية عامة، ونظرية المعرفة الجماعية خاصة. ويوفر مسارًا يسهل الوصول إليه في موضوع إبستمولوجيا الجماعات، مع فصول منظمة بشكل ملائم ومصطلحات فنية محددة ومفسرة بوضوح. ويطور نظريات لها جاذبية تتجاوز الفلسفة إلى تخصصات مثل الاقتصاد والقانون وعلم النفس الاجتماعي والعلوم السياسية. The United States of America launched a war against Iraq in 2003 claiming that Iraq possesses weapons of mass destruction, then it became clear to the world that this claim was not true, and people said: The American administration lied. The traditional theory of knowledge attributed knowledge to the individual knowing subject, and focused on individual actors and their belief states, such as "Ahmed believes in a certain proposition". As for attributing cognitive states to groups, such as “the American administration lied,” this is a shift in epistemology to the collective actor. The epistemology of groups is a subfield of social epistemology. It aims to explore the characteristics and cognitive processes at the group level. It appeared clearly at the beginning of the twenty-first century, so national and international conferences were held for it, and research and books appeared that deal with its basic topics such as group knowledge, group belief, group justification, group understanding, group rationality, and objectivity, group virtue, group difference, group polarization, and group intelligence, and so on. This book adds to the cutting-edge debates on social epistemology generally, and collective epistemology more specifically. Provides a very accessible path into the topic of an epistemology of groups, with conveniently organized chapters and technical terms clearly defined and explained. Develops theories that have appeal beyond philosophy, for disciplines such as economics, law, social psychology, and political science. (shrink)

Abū Ishāq al-Ṣaffār was one of scholars of the Western Qarakhānids’ period who followed the Kalām thought of al-Māturīdī (d. 333/944). His theological works Talkhīs al-adilla and Risāla fī al-kalām, his method in kalām, and frequent reference to his works by Ottoman and Arab scholars indicate that al-Ṣaffār is a respected and authorative Māturīdī theologian. The article focuses on his defense of the kalām. By adding a long introduction to Talkhīs about the naming, importance, and religious legitimacy of the science (...) of kalām, Saffār asserted that the kalām should be learned. When systematical vindication of the science of kalām is examined, it is understood that al-Ṣaffār is the first theologian who reserved a private and voluminous part for defensing the kalām among Ḥanafī-Māturīdīs. Even though he does not state its systematic, it can be understood that vindication of kalām in al-Ṣaffār divides into three parts as of explanation, demonstration and refutation. Al-Ṣaffār’s defending the science of kalām shows that there were opposite thoughts against kalām in the 4th/10th and 5th/11th centuries throughout in Transoxania. In this period Aṣḥāb al-Ḥadīth and Ikhwān al-Ṣafāʾ were the opposite fronts of kalām. In addition, he was trying to go beyond the oppositions of Ḥanafī jurists. His vindication is consistent and has scholarly depth because it is able to be against a strong opposition. -/- SUMMARY: Abū Ishāq Ibrahīm b. Ismāil Zāhid al-Ṣaffār al-Bukhārī is a scholar belonging to the Ḥanafī theological tradition which was improved by the contribution of Ḥanafī theologians who used thinking system of Abū Ḥanīfa (d. 150/767) as base and adopted Abū Manṣūr al-Māturīdī (d. 333/944) and his thoughts in historical process. The contents of his theological works Talkhīs al-adilla li-qawāʿid al-tawḥīd and Risāla fī al-Kalām, the method that he used, and references to his works made by Ottoman and Arab scholars indicate that he is an important Māturīdī theologian. The article focuses on his defense of the science of Kalām. -/- In Talkhīs al-adilla, there are two sections including the subject of naming, and importance and necessity of Kalām discipline. Here, the necessity of learning Kalām and its value are defended in detail. -/- Besides, rumors “Abū Ḥanīfa turned away from the science of Kalām in his doomsdays” and that “He prohibited to make occupation with Kalām completely” are evaluated. -/- When systematical vindication of the science of Kalām is examined, it is understood that al-Ṣaffār is the first theologian who reserved a private and voluminous part for defensing the Kalām among Ḥanafī Māturīdīs. Even if Abū Manṣūr al-Māturīdī, Abū al-Yusr al-Bazdawī (d. 493/1100) and Abū Muʿīn al-Nasafī (d. 508/1115) defend that the science of Kalām is not wrong for religion; yet, the vindication of Kalām does not take a place under a separate title and in a detailed manner in any of Māturīdī theologians works. -/- The method that al-Ṣaffār used when he is defending the science of Kalām, differs from strategy of Abū Ḥanīfa. While Abū Ḥanīfa has mentioned that there is a need for the science of Kalām under these new circumstances, al-Ṣaffār has defended theologians who were charged with being Ahl al-Bidaʿ, by trying to prove that the prophets especially the Prophet Ibrāhīm, even the Companions of the Prophet Muḥammad (Ṣaḥāba) and the Successors of the Companions (Tābiʿūn) scholars use their minds and make arguments in religious matters. In this respect, he emphasizes that the Qurʾān orders to think and discuss gently, not to be stay in silence: “And dispute with them, using what is best” (16.125-126). Therefore, he states that this discipline which took a mission to explain and defend the creed of Islam (ʿaqīda), cannot be characterized as an innovation (bidʿah) or illicit. -/- His vindication method can be defined as a more developed type of method that Abu’l-Ḥasan al-Ash’arī’s (d. 324/935) used in Risāla fī istiḥsān al-khawḍ fī ʿilm al-kalām. Even though he does not state its systematic, it can be understood that vindication of Kalām in al-Ṣaffār divides into three parts as of explanation, demonstration and refutation: -/- a) Explanation: Explaining the necessity and importance of the science of Kalām by giving information about its definition, names, value and place among other principles. -/- b) Demonstration: Revealing the religious basics of the science of Kalām from the Qurʾān, the Sunna of the Prophet Muḥammad, the Companions of the Prophet, and the Successors of the Companions thus specifying that it is legitimate for religion. -/- c) Refutation: Replying the claims having aim to weaken the value of Kalām principle and its religious legality. -/- Al-Ṣaffār describes ‘the science of Kalām’ as ‘Knowing the Real with the evidences which help to reach the absolute information’. By allocating the concept of 'Ḥaqq', he repeats the definition of Kalām as “it is to know God with certain evidences” in a part of his work, and “it is to know the principles of religion (uṣūl al-dīn) with certain evidences” in another part. He describes Kalām as “Knowing ḥaqq / God / uṣūl al-dīn by depending on evidence”, and tries to prove that it is wrong to consider a science which performs the stated duty, as illicit and abominable and thus turn away from it. -/- Al-Ṣaffār thinks that it is right to call this principle as ‘Kalām’ because of the certain evidences leading to the truth that this science has used. This thought was defended by other theologians as well. -/- For example, according to Saʿd al-Dīn Masʿūd al-Taftazānī (d. 792/1310) it seems like to say “This is the word (kalām), not the other knowings” by the way of the power of evidences used in Kalām.Thus, it is appropriate to give name Kalām for this science which based on certain evidences. -/- Al-Ṣaffār’s explanations revealed in scope of vindication of the Kalām are adopted by some of following scholars. Ḥusām al-Dīn al-Sighnāqī (d. 714/1314) in his book called al-Tasdīd sharḥ al-Tamhīd fī qawāʿid al-tawḥīd quotes Saffâr’s explanations as the same. -/- Al-Ṣaffār indicates that the method told in the Qurʾān is to reply questions about religion, beliefs and rejection instead of remaining in silence. The duty taken on by Kalām is this vindication activity performed by the prophets whose examples are described in the Qurʾān and which is legal and demanded. His way of thinking and vindication of the Kalām resembles that of Abū Manṣūr al-Māturīdī. Al-Māturīdī says, “Prophets and we were ordered to invite infidels to Islam. When this invitation happens, the respondents will ask for evidence and explanation, and discussion will be inevitable. Therefore, discussing and talking about subjects of Kalām is not objectionable”. -/- Thoughts of al-Māturīdī and al-Ṣaffār regarding the vindication of the Kalām were repeated by Nūr al-Dīn al-Ṣābūnī (d. 580/1184), and Fakhr al-Dīn al-Rāzī (d. 606/1210) later. According to al-Ṣābūnī, the evidences put against deniers and especially the discussion made by the Prophet Ibrāhīm to defend his own belief, prove the legality of Kalām discipline. Likewise, according to al-Rāzī, the duty of Kalām is just an activity performed already in the Qurʾān and ordered to the prophets. At this point of view, since the prophets were leading to Kalām, banning this activity is nonsense. -/- According to al-Ṣaffār, the reason for why Abu Hanifa avoids his son Hammād from these discussions is that Abu Hanifa does not like discussions based on obstinate. Otherwise, it cannot be that Abū Ḥanīfa prohibits to learn Kalām and make discussion about Kalām. According to him, this behavior of Abū Ḥanīfa results from that people discussing with him are ignorant about the subject of Kalām, discussion turns to an obstinate, and coming to an end of discussion seems impossible. This comment of al-Ṣaffār is quoted in Miftāḥ al-saʿāda wa-miṣbāḥ al-siyāda by ʿIṣām al-Dīn Aḥmed b. Muṣṭafā Tashköprüzāde (d. 968/1561) and in Minaḥ al-rawḍ al-azhar fī sharḥ al-Fiqh al-akbar by ʿAlī b. Sulṭān Muḥammad al-Qārī (d. 1014/1606) as same as his words. -/- Al-Ṣaffār’s defending the science of Kalām shows that there were opposite thoughts against Kalām in the 4th/10th and 5th/11th centuries throughout in Transoxania.In this period Aṣḥāb al-Ḥadīth and Ikhwān al-Ṣafāʾ were the opposite fronts of Kalām. In addition, he was trying to go beyond the oppositions of Ḥanafī jurists (fuqahāʾ). Because some of the Ḥanafī jurists thought that Abū Ḥanīfa forsook occupation with the science of Kalām and even he prohibited his son to have interest in this discipline. But some of Ḥanafī theologians such as al-Māturīdī, al-Nasafī and al-Ṣaffār protested this thought which describes Abū Ḥanīfa as a banner for Kalām. -/- His vindication is consistent and has scholarly depth because it is able to be against a strong opposition. -/- His book Talkhīs al-adilla li-qawāʿid al-tawḥīd is a unique source in terms of containing vindication of the Kalām in detail and also influencing the approaches of the next period scholars. (shrink)

Buildings energy consumption is growing gradually and put away around 40% of total energy use. Predicting heating and cooling loads of a building in the initial phase of the design to find out optimal solutions amongst different designs is very important, as ell as in the operating phase after the building has been finished for efficient energy. In this study, an artificial neural network model was designed and developed for predicting heating and cooling loads of a building based on a (...) dataset for building energy performance. The main factors for input variables are: relative compactness, roof area, overall height, surface area, glazing are a, wall area, glazing area distribution of a building, orientation, and the output variables: heating and cooling loads of the building. The dataset used for training are the data published in the literature for various 768 residential buildings. The model was trained and validated, most important factors affecting heating load and cooling load are identified, and the accuracy for the validation was 99.60%. (shrink)

Abstract: Background: In spite of the fact that computers continue to improve in speed and functions operation, they remain complex to use. Problems frequently happen, and it is hard to resolve or find solutions for them. This paper outlines the significance and feasibility of building a desktop PC problems diagnosis system. The system gathers problem symptoms from users’ desktops, rather than the user describes his/her problems to primary search engines. It automatically searches global databases of problem symptoms and solutions, and (...) also allows ordinary users to contribute exact problem reports in a structured manner. Objectives: The main goal of this Knowledge Based System is to get the suitable problem desktop PC symptoms and the correct way to solve the errors. Methods: In this paper the design of the proposed Knowledge Based System which was produced to help users of desktop PC in knowing many of the problems and error such as : Power supply problems, CPU errors, RAM dumping error, hard disk errors and bad sectors and suddenly restarting PC. The proposed Knowledge Based System presents an overview about desktop PC hardware errors are given, the cause of fault are outlined and the solution to the problems whenever possible is given out. CLIPS Knowledge Based System language was used for designing and implementing the proposed expert system. Results: The proposed PC desktop troubleshooting Knowledge Based System was evaluated by IT students and they were satisfied with its performance. (shrink)

The essay presents a novel counterexample to Causal Decision Theory (CDT). Its interest is that it generates a case in which CDT violates the very principles that motivated it in the first place. The essay argues that the objection applies to all extant formulations of CDT and that the only way out for that theory is a modification of it that entails incompatibilism. The essay invites the reader to find this consequence of CDT a reason to reject it.

مقدمة للموضوعات الأساسية في فلسفة العقل. فتراه يعالج طبيعة العقل ومشكلة العقل والجسم، والذكاء الاصطناعي، والإرادة الحرة، وطبيعة الوعي، والقصدية، والهوية الشخصية والذات. وهو في معالجة هذه الموضوعات يتتبع أصولها التاريخية ويناقش النظريات المعاصرة المفسرة لها. وأخص ما يمتاز به هو الوضوح والبساطة والشمول والدقة. وهو بهذه السمات لن يكون مفيدًا لدارسي الفلسفة فحسب، وإنما سيكون ممتعًا لكثير من المثقفين أيضًا. وأرى من الخير أن يظهر القارئ العربي على عملٍ نافعٍ ورائعٍ مثل هذا. Discover fascinating and illuminating contributions to historical (...) and contemporary issues in the philosophy of mind In This Is Philosophy of Mind: An Introduction, accomplished philosopher Pete Mandik delivers an accessible primer on the core issues animating contemporary and historical discussions in the philosophy of mind. The book is part of the This is Philosophy series that introduces undergraduate students to key concepts and methods in the study of philosophy. This edition walks readers through perennial issues like the mind-body problem, artificial intelligence, free will, and the nature of consciousness. This is Philosophy of Mind: An Introduction also provides complimentary access to valuable supplemental online resources. (shrink)

Karl Popper’s critique of idealism manifests itself with the application of his method, falsificationism, to metaphysics, epistemology, and social and political philosophy. According to Popper, who identifies himself as a philosophical realist, idealism has emerged as a result of the idea that reality cannot be known by reason and of the search for certainty which is erroneous, and it has begotten two mistaken and detrimental views. These views are historicism, the notion that history has an irresistible course, and holism, the (...) notion that social wholes are organic structures that amount to more than the individuals constituting them. Historicism and holism have become the philosophical underpinnings of closed societies throughout history, such as the totalitarian regimes of the 20th century. Therefore, with a practical leaning, Popper actually takes aim at these pernicious consequences of idealism while criticizing it. In this study, idealism and the contours of Popper’s philosophy are examined, and then Popper’s metaphysical, epistemological, social, and political critiques against idealism are investigated. Keywords: Karl Popper, idealism, historicism, holism, falsificationism. (shrink)

In computer science, Artificial Intelligence (AI), sometimes called machine intelligence, is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans and other animals. Computer science defines AI research as the study of "intelligent agents": any device that perceives its environment and takes actions that maximize its chance of successfully achieving its goals. Deep Learning is a new field of research. One of the branches of Artificial Intelligence Science deals with the creation of theories and algorithms that (...) allow the machine to learn by simulating neurons in the human body. Most in-depth learning research focuses on finding high-level methods. The strippers analyze a large data set using linear and nonlinear transformations. The method of deep learning is used in the detection of several diseases including blood cell diseases and their classification using the radiography of blood cells to help decision makers to know the type of blood cell and its associated diseases and the results will be presented in detail and discussed. This thesis is using python language and deep learning to detect blood cell diseases and their classifications. The proposed deep learning model was trained, validated and the tested. The accuracy of proposed model was 98.00%. (shrink)

Abstract: This study introduces a machine learning-based model for predicting student performance using a comprehensive dataset derived from educational sources, encompassing 15 key features and comprising 62,631 student samples. Our five-layer neural network demonstrated remarkable performance, achieving an accuracy of 89.14% and an average error of 0.000715, underscoring its effectiveness in predicting student outcomes. Crucially, this research identifies pivotal determinants of student success, including factors such as socio-economic background, prior academic history, study habits, and attendance patterns, shedding light on the (...) nuanced dynamics of student performance. The key influential features identified in this study offer valuable insights into the complex factors shaping student achievement. These insights are vital for educators, policymakers, and institutions seeking to enhance educational outcomes and promote equitable access to quality education. This research provides a data-driven foundation for proactive interventions, personalized learning strategies, and support systems, ultimately contributing to improved student performance and academic success. The high accuracy of the predictive model and the feature analysis it provides empower decision-makers in the education sector. This model holds significant potential for applications in student performance monitoring, early intervention, and tailored educational strategies. By adopting a data-driven approach, this work advances the field of educational analytics and contributes to the goal of fostering student success and educational equity. (shrink)

يلقي سوسا ( -1940) في هذا الكتاب المسائل الكلاسيكية والمعاصرة في نظرية المعرفة، ويعرض مشكلاتها، ويقترح لها الحلول. بداية من الشكية، ومرورا بمشكلة جيتير، والنزاع بين نزعة الأسس ونزعة الاتساق على بنية المعرفة، والخلاف بين النزعة الخارجية والنزعة الداخلية على طبيعة المعرفة، وانتهاء بالدفاع عن إبستمولوجيا الفضيلة التي أسسها واستهل البحث فيها عام 1980، ويناقش العلاقة بين أنصار الثقة وأنصار المسئولية في هذا الفرع المعرفي الجديد. وأنت حين تطالع عرض سوسا لمسائل المعرفة إنما تطالع عقلا ناقدا وفكرا دقيقا في طبيعة (...) المعرفة، ومجالها، وأنواعها ومستوياتها، وقيمتها، والفضيلة أو القدرة المعرفية التي تكون هذه المعرفة. وستجد أيضا أنه يكشف المضمون الحقيقي لفلسفة ديكارت في المعرفة مع مصادرها القديمة، ويقدم تطويرا معاصرا للبناء الديكارتي يقوم على العلم والحس المشترك وليس اللاهوت كما فعل ديكارت. شكلت كتابات سوسا معالم البحث المعرفي المعاصر على مدار أربعة عقود أو يزيد. ومن الخير أن يظهر قراء العربية على هذا الكتاب الخليق بالعناية، وعلى فلسفة مؤلفه الحقيق أن يلقب الآن بعميد الإبستمولوجيا. وقيل عن المؤلف والكتاب:"لا يوجد فيلسوف حي في الوقت الحاضر يفهم الإبستمولوجيا فهما مفصلا وشاملا وواضحا مثلما يفهمها إرنست سوسا. وهذا كتاب تنويري ومرشد كأشد ما يكون التنوير والإرشاد". -/- In this concise book, one of the world’s leading epistemologists provides a sophisticated, revisionist introduction to the problem of knowledge in Western philosophy. Modern and contemporary accounts of epistemology tend to focus on limited questions of knowledge and skepticism, such as how we can know the external world, other minds, the past through memory, the future through induction, or the world’s depth and structure through inference. This book steps back for a better view of the more general issues posed by the ancient Greek Pyrrhonists. Returning to and illuminating this older, broader epistemological tradition, Ernest Sosa develops an original account of the subject, giving it substance not with Cartesian theology but with science and common sense. Descartes is a part of this ancient tradition, but he goes beyond it by considering not just whether knowledge is possible in the first place, but also how we can properly attain it. In Cartesian epistemology, Sosa finds a virtue-theoretic account, one that he extends beyond the Cartesian context. Once epistemology is viewed in this light, many of its problems can be solved or fall away. The result is an important reevaluation of epistemology that will be essential reading for students and teachers. -/- . (shrink)

In this book, John Searle brings concepts such as reality, truth, consciousness, and society from their abstract perch down to the world we all live in. He takes readers through the conceptual problems associate with basic metaphysics, the biology of the mind, the structure of consciousness, the paradox of intentionality, the nature of language and the structure of the social universe. Condemning the belief that our world is dependent on our perception of it, Searle stresses that there is a real (...) world, and discusses the ways in which philosophy can help us deal with it. In short, he takes questions apart, analyzes them and then places them together to present a "total philosophy". In Mind, Language and Society, Searle teaches us how to practice philosophy in the real world. Mind, language, society, consciousness, intentionality يسعى سيرل في هذا الكتاب إلى تفسير الظواهر الأساسية التي تلفت نظر الإنسان. وكانت الظاهرة الأولى المدهشة هي وجود الوعي في عالم مؤلف كلية من ذرات فيزيائية، والثانية هي قدرة العقل على توجيه ذاته نحو الأشياء وتمثيلها، وهي ظاهرة القصدية، والثالثة هي قدرة العقول أن تبدع واقعاً إجتماعياً موضوعياً، والرابعة هي وجود التواصل اللغوى الإنساني. (shrink)

We describe the earliest occurrences of the Liar Paradox in the Arabic tradition. e early Mutakallimūn claim the Liar Sentence is both true and false; they also associate the Liar with problems concerning plural subjects, which is somewhat puzzling. Abharī (1200-1265) ascribes an unsatisfiable truth condition to the Liar Sentence—as he puts it, its being true is the conjunction of its being true and false—and so concludes that the sentence is not true. Tūsī (1201-1274) argues that self-referential sentences, like the (...) Liar, are not truth-apt, and defends this claim by appealing to a correspondence theory of truth. Translations of the texts are provided as an appendix. (shrink)

This study is the first part of an attempt to settle a vigorous debate among historians of medieval philosophy by harnessing the resources of analytic philosophy. The debate is about whether Avicenna's epistemology is rationalist or empirical. To settle the debate, I first articulate in this article the three core theses of rationalism and one core thesis of empiricism. Then, I probe Avicenna's epistemology in his major works according to the first core thesis of rationalism (the intuition thesis). In the (...) end, I find Avicenna committed to this thesis in at least one substantive way, namely, in his claim to intuit the intelligible forms or essences. This suffices to count Avicenna as rationalist. In a subsequent article, I shall probe Avicenna's epistemology according to the other two core theses of rationalism, presenting further evidence that he was a rationalist, not an empiricist. (shrink)

The paper offers a model of Kant's claim that unity of consciousness entails objectivity of experience. This claim has nothing especially to do with thought, language or the categories but is a general truth about arbitrary signaling systems of the sort modeled in the paper. In conclusion I draw some consequences for various forms of idealism.

Abstract: The efficiency and performance of sorting algorithms play a crucial role in various applications and industries. In this research paper, we present a comprehensive comparative analysis of popular sorting algorithms on datasets of different sizes and characteristics. The aim is to evaluate the algorithms' performance and identify their strengths and weaknesses under varying scenarios. We consider six commonly used sorting algorithms: QuickSort, TimSort, MergeSort, HeapSort, RadixSort, and ShellSort. These algorithms represent a range of approaches and techniques, including divide-and-conquer, hybrid (...) sorting, and simple comparison-based methods. To assess their performance, we employ a diverse set of datasets, including the Iris dataset (1K), student dataset (5.8K), Wine dataset (6.5K), Uniform (10K), Normal (10K), Exponential (10K), Bimodal (10K), Yelp dataset (10K), MNIST dataset (42K), Uniform (100K), Normal (100K), Exponential (100K), Bimodal (100K), Uniform (500K), Normal (500K), Exponential (500K), Bimodal (500K), Uniform (1M), Normal (1M), Exponential (1M), and Bimodal (1M). These datasets cover a wide range of sizes and characteristics, allowing us to analyze the algorithms' performance across different dimensions. We measure and compare several key metrics, including execution time, memory usage, algorithmic complexity and stability. By analyzing these metrics, we gain insights into the efficiency and suitability of each algorithm for different dataset sizes and characteristics. We also discuss the implications of the findings in practical applications. Our results reveal important trade-offs among the sorting algorithms. While some algorithms excel in certain scenarios, others demonstrate better scalability or memory efficiency. We identify the best-performing algorithms for specific dataset characteristics and highlight their strengths and limitations. This research can assist developers and practitioners in selecting appropriate sorting algorithms based on their specific requirements and dataset characteristics. In conclusion, this comparative analysis provides a valuable contribution to the understanding of sorting algorithm performance. The findings contribute insights into the efficiency and suitability of popular sorting algorithms across datasets of different sizes and characteristics. By evaluating key metrics and discussing the implications, we offer guidance for selecting the most appropriate sorting algorithm in various practical scenarios. (shrink)

The study aimed at measuring the dominant pattern of leadership and its relation to the performance of the administrative staff in the Palestinian universities. The study community consists of all the administrative staff from Al-Azhar University and the Islamic University, and through the census of the study society it was found to consist of (655) administrative staff. In order to achieve the objectives of the study, the researchers used the method of random sample in the study, and the study was (...) conducted on a sample of (221) administrative staff of the surveyed universities and the response rate was (82.35%). The study found that there is a high degree of satisfaction with the Dominant Pattern of Leadership in the Palestinian universities in Gaza Strip from the point of view of the administrative staff, which reached (71.67%). There is a high level of performance from the point of view of administrative staff, with a percentage of (82.53%). There is a direct correlation between the dominant pattern of leadership and the functional Performance of Administrative Staff, the absence of differences between the sample according to the gender variable in their perception of the dominant pattern of leadership and the functional Performance of Administrative Staff, the absence of differences in the perception of employees of the dominant pattern of leadership and the functional Performance of Administrative Staff depending on the age variable. There are differences of statistical significance according to the variable of scientific qualification in the Dominant Pattern of Leadership, while there were no differences in performance, the differences in the dominant pattern of leadership according to the scientific qualification were in favor of those who obtained the diploma degree compared to other practical qualifications, the absence of differences in the perception of employees of the dominant pattern of leadership and the functional Performance of Administrative Staff depending on the variable years of service, the absence of differences in the perception of employees of the dominant pattern of leadership and the functional Performance of Administrative Staff depending on the variable level of career (Director, Head of Department, and Administrative Officer). There were differences in the perception of workers to the dominant pattern of leadership depending on the variable of the workplace, where there were differences in favor of workers in deanships and colleges compared with the workers in the technical departments. While there were no differences in job performance according to the workplace variable, the existence of differences in the perception of workers to the dominant pattern of leadership depending on the university in which they work in favor of the Islamic University and the absence of differences in performance between the Islamic University and Al-Azhar University. The study reached a number of recommendations, the most important of which is that the interest of the managements of the Palestinian universities in improving the dominant pattern of leadership, to give universities the opportunity to participate in decision-making, the continued administration of universities interest and continuous improvement of the performance of its employees, enhance the periodic evaluation of job performance and to inform employees and express their opinion, solving workers' problems and giving them the opportunity to contribute to solving their own problems, the use of the staff rotation method periodically and strengthening the democratic the dominant pattern of leadership and empowering university staff. -/- . (shrink)

Abstract: Pistachio nuts are a valuable source of nutrition and are widely cultivated for commercial purposes. The accurate classification of different pistachio varieties is important for quality control and market analysis. In this study, we propose a new model for the classification of different pistachio varieties using Convolutional Neural Networks (CNNs). We collected a dataset of pistachio images form Kaggle depository with two varieties (Kirmizi and Siirt). The images were then preprocessed and used to train a CNN model based on (...) VGG16. We evaluated the performance of the VGG16 on a held-out test set. Our results show that the CNN-based model VGG16 performed very well in terms of accuracy and efficiency. The VGG16 model was able to accurately classify different pistachio varieties with an accuracy of over 99.91%. Additionally, the VGG16 was able to generalize well to new and unseen data, demonstrating its ability to handle variability in the pistachio images. This study highlights the potential of CNNs for the classification of different pistachio varieties, and has important implications for the pistachio industry. The results suggest that this approach can be used to improve the quality control process and enhance market analysis. (shrink)

This book discusses two of the oldest and hardest problems in both science and philosophy: What is matter?, and What is mind? A reason for tackling both problems in a single book is that two of the most influential views in modern philosophy are that the universe is mental (idealism), and that everything real is material (materialism). Most of the thinkers who espouse a materialist view of mind have obsolete ideas about matter, whereas those who claim that science supports idealism (...) have not explained how the universe could have existed before humans emerged. Besides, both groups tend to ignore the other levels of existence—chemical, biological, social, and technological. If such levels and the concomitant emergence processes are ignored, the physicalism/spiritualism dilemma remains unsolved, whereas if they are included, the alleged mysteries are shown to be problems that science is treating successfully. يناقش هذا الكتاب أقدم وأصعب مشكلتين أو سؤالين في العلم والفلسفة معا : ما المادة؟ وما العقل؟ يتناول الكتاب في نصفه الأول الأسئلة الفلسفية والعلمية المتعلقة بالمادة، ويدور نصفه الثانى حول أسئلة العقل. ويسعى الكتاب إلى إعادة توحيد المادة والعقل بمساعدة العلم المعاصر، وخاصة فيزياء الكوانتم وعلم الأعصاب الإدراكي. وفي فلسفة الفيزياء يدافع بونجى عن التصور الواقعي للمادة، وفي فلسفة العقل يدافع عن التطابق العصبي النفسي أو الهوية العصبية النفسية. إنه كتاب مهم لفيلسوف عالم، قال عنه النقاد إن قلة من الفلاسفة يستطيعون تأليف عمل مثله في عمقه واتساع أفقه الفكرى . (shrink)

İlk kez derli toplu bir biçimde Aydınlanma Çağının en önemli ve etkili filozofu İmmanuel Kant’ın dillendirdiği evrensel ahlâk yasası uyarınca insan öyle eylemelidir ki, davranışıyla insanı araç haline getirmesin. Kültürden, toplumun koşullarından, geleneklerden ve dinsel etkilerden arındırılmış bu ilkenin buyurganlığı herhangi bir koşul ya da sınır tanımamasıyla ünlüdür. Oysa insanlar, hem bireysel hem de toplumsal gerekçelerle bu formel ilkeyle kendilerini her zaman bir çekişme içinde bulurlar. Kant’ın ahlâk anlayışı açısından etik değerlerin herhangi bir kültürel, toplumsal ya da siyasal baskı ya (...) da ilgi içerisinde anlaşılmaması gerekir. Bu ilke(ler) evrenseldir; ulusal ya da yerel çerçeveyle sınırlı görülemezler. Oysa özellikle ulusal sınırlarla belirlenmiş topraklarda yaşayan toplumlann kendi kültürlerinden geleneklerinden süzülerek gelen değerler her zaman bu evrensel ilkelerle uyum içinde değildirler. Aralarında gerilim arttığında genellikle evrensel ilkeler lehinde çözüme gidilmek istenir. Yani yerel değerler yeniden anlamlandırılır. Toplumlann örgütlenmesinde rol oynayan faktörlerin pek çoğunun devredışı bırakılmasının nedeni bunlann, sorunlan çözmekten ziyade artırdığının apaçık olmasıdır. Söz gelişi Ortaçağ boyunca Avrupa’da yaşanmış mezhep çatışmalan, ahlâk ilkelerininin dinsel değerler tarafından tanımlanmasının önündeki en büyük engeldir. Kant’m ahlâk felsefesinin Hıristiyanlık idealleri üzerine kurulmadığı apaçıktır, lyi’nin kökeninde günah/sevap ya da kutsal metinlerin buyurganlığı yoktur. Bunun böyle olmasının bir nedeni de ortaçağlar boyunca Avrupa’da yaşanmış olduğunu gözlemlediğimiz dinsel çatışmalann ahlâk ilkelerinin evrenselleşmesini önlemesidir. İyi ya da doğrunun belirli bir inanç sisteminin önceliklerine terk edilmesi fanatizmi azaltacağına güçlendirmiştir. Yani iyi bir Hıristiyan olmak iyi ahlâklı bir insan olmaktan önce gelmesi eleştirilmektedir. Kısacası ahlâkın temeline dinsel bir dayanak yerleştirmektense, aklı koyan bir yaklaşım söz konusudur. Dinsel çatışmalar bu tercihin yapılmasını kolaylaştırmıştır. Bu noktada ulusal değerler çok daha büyük güçlükler doğurmaktadır; çünkü tarihin kaydettiği olaylar, homojen bir değerler bütünlüğü olmadığım düşündürmektedir. Sonuç olarak, evrensel bir ahlâk ilkesine duyulan ihtiyaç ile içinde yaşadığımız çağın gerçekleri arasındaki makasın açılması tepeden dayatma tehlikesini artırırken, makasın kapanması toplumsal ilerlemenin ve gelişmenin meşruluğuna katkıda bulunmaktadır. Bu bildiride evrensel ilkelerin yerel değerleri anlamlandırmasının olanaklılığı, Kant’ın ahlâk felsefesi model alınarak sorgulanacaktır. (shrink)

The paper argues that on three out of eight possible hypotheses about the EPR experiment we can construct novel and realistic decision problems on which (a) Causal Decision Theory and Evidential Decision Theory conflict (b) Causal Decision Theory and the EPR statistics conflict. We infer that anyone who fully accepts any of these three hypotheses has strong reasons to reject Causal Decision Theory. Finally, we extend the original construction to show that anyone who gives any of the three hypotheses any (...) non-zero credence has strong reasons to reject Causal Decision Theory. However, we concede that no version of the Many Worlds Interpretation (Vaidman, in Zalta, E.N. (ed.), Stanford Encyclopaedia of Philosophy 2014) gives rise to the conflicts that we point out. (shrink)

ملخص تهدف هذه المقالة إلى بيان التطورات التي طرأت على علم الاستعمال كما قدمه جرايس، والتي يمكن حصرها في اتجاهين أساسيين. أولهما علم الاستعمال الجرايسي الجديد الذي يحافظ على أصول جرايس ويجدد بمقدار، سواء أكان التجديد في اختصار قواعد جرايس للمحادثة لتفادي التداخل والتعارض فيما بينها، أم زيادة القواعد والتوسع في بعضها. وثانيهما علم الاستعمال ما بعد جرايس متمثلاً في نظرية الْمُلَاءَمَة التي هي تناول إدراكي لعلم الاستعمال، وتؤكد على أن الاستدلال اللغوي يعد جانبًا من ميل إدراكي إلى طلب الملاءمة (...) This article aims to explain the developments that have occurred in pragmatics as presented by Grice, which can be summarized in two basic directions. The first is the neo-Gricean pragmatics, which preserves Gricean origins and renews them to a certain extent, whether the innovation is in shortening Gricean rules of conversation to avoid overlap and conflict between them, or increasing the rules and expanding some of them. The second is post-Gricean pragmatics, represented by relevance theory, which is a cognitive approach to pragmatics, and emphasizes that linguistic inference is an aspect of a cognitive tendency to seek relevance. (shrink)

Introduction: There is no study investigating the factors predicting postoperative febrile urinary tract infection (fUTI) in pediatric patients. We aimed to determine the factors predicting postoperative fUTI in pediatric patients who underwent ureterorenoscopic lithotripsy (URS-L). -/- Methods: Pediatric patients who underwent URS-L due to ureter or kidney stones in our clinic between 2012 and 2019 were analyzed retrospectively. The demographic data, stone characteristics, intraoperative and postoperative data of those with and without postoperative fUTI were compared. Univariable and multivariable binary logistic (...) regression analysis was performed to determine predictors of fUTI. -/- Results: A total of 136 patients were included in the study. Postoperative fUTI developed in 17 patients (12.5%). History of stone surgery, history of UTI, presence of nephrostomy/D-J stent, type of surgery, operation time, length of stay, and presence of complication except fUTI were found to be significantly different in the fUTI group. In the univariate analysis, history of stone surgery, history of UTI, presence of nephrostomy/D-J stent, type of surgery, operation time, and presence of complication except fUTI were determined as factors predicting fUTI. In multivariate analysis, only the history of UTI was identified as an independent predictive factor. -/- Conclusion: In pediatric patients, infectious complications constitute the majority of complications after URS-L. History of UTI is the only independent factor that predicts postoperative fUTI after URS-L. (shrink)

لم تكد الحرب العالمية الثانية تضع أوزارها حتى أخرج جلبرت رايل رائعته الفلسفية "مفهوم العقل"، وإذا هو يشن هجوماً لا هوادة فيه على تراث ديكارت في العقل، وإذا هو ينظر إلى هذا التراث نظرة سخط شديد، وإذا هو يعد ثنائية ديكارت أسطورة يجب أن نعرض عنها.فهل وفقت السلوكية الفلسفية في تصويرها لطبيعة العقل؟.

The study aimed to know the relationship between the nature of the work and the type of communication among the Employees in the Palestinian universities. A comparative study between Al-Azhar University and Al-Aqsa University. The researchers used the analytical descriptive method through a questionnaire that is randomly distributed among the employees of Al-Azhar and Al-Aqsa universities in Gaza Strip. The study was conducted on a sample of (176) administrative employees from the surveyed universities. The response rate was (85.79%). The study (...) reached a number of results, the most important of which is that there is a high degree of satisfaction with the nature of work prevailing in the Palestinian universities in Gaza Strip from the point of view of the administrative staff, where the percentage was (68.15%). There is an Mean level of communication from the point of view of administrative staff, with a percentage of (67.50%). There is a direct correlation between the nature of the work and the prevailing pattern of communication. There is an absence of differences between the sample according to the gender variable in their perception of the nature of work and the prevailing pattern of communication. There is an absence of differences in the perception of Employees nature of work and the pattern of communication prevailing depending on the variables (age, years of service, job level, and university). There are statistically significant differences between Al-Azhar University and Al-Aqsa University in favor of Al-Azhar University. The study reached a number of recommendations, the most important of which is that the interest of the management of the Palestinian universities in Gaza Strip in general, and Al-Aqsa and Al-Azhar Universities in particular should be provided with a good nature of work and communication. There is a need for continuing the management of universities to pay attention and continuous improvement of the performance of employees. There is an importance of solving the problems of Employees and giving them the opportunity to contribute to solving their own problems. Staff rotation should be used periodically and the need to strengthen the democratic leadership style and empower university Employees. (shrink)

Objectives: Inferior oblique muscle overaction (IOOA) is a common ocular motility disorder. Ocular Vestibular Evoked Myogenic Potentials (oVEMP) are tests that evaluate the reflex pathway between the utricular macula and the inferior oblique muscle to detect vestibular diseases. Our study is of great importance as it is the first study in the literature to evaluate the effect of inferior oblique muscle overaction on oVEMP parameters. -/- Methods: Thirty-five patients with unilateral inferior oblique muscle overaction (IOOA group) and 18 healthy volunteers (...) without any neurological or vestibulocochlear disease were included in this study. All patients and healthy volunteers were evaluated with oVEMP. -/- Results: No statistically significant difference was found between the n1 latency, p1 latency, n1-p1 latency measurement values of the participants included in the study (p>0,05). A statistically significant difference was found between the n1-p1 amplitude measurement values of the participants in patient groups (non-squint eyes, squint eyes) and control groups (p-value was 0.038). -/- Conclusion: In IOOA patients, vestibulo-ocular reflex pathway may be affected, vestibular symptoms may develop thus o-VEMP responses may be affected. A careful anamnesis should be taken in IOOA patients, and it should be kept in mind that n1-p1 amplitudes and asymmetries may be significantly higher when o-VEMP is performed. (shrink)

Science was not far from philosophy in ancient thought, but the two were one thing. I do not know whether the ancient philosophers considered themselves the issue of the relationship between them, as the modern and contemporary philosophers did. But the sure thing is that the natural sciences became independent from philosophy in the modern era, and most of the scientific departments in universities were divided into two parts: sciences, literature, and humanities. At the end of the nineteenth century and (...) what followed, there were attempts to link them. Charles Peirce wrote on the scientific method and scientific metaphysics. The Vienna Circle presented a scientific conception of the world and the logical empiricists and Popper was concerned with the problem of distinguishing science from pseudoscience. The logical empiricists provided the criterion of verifiability, and Popper proposed the falsification principle. Quine defended a natural epistemology that asserts that philosophy is part of natural science. Bunge offered his own criteria for distinguishing science in the context of scientific philosophy. In this article, I want to refute the claim that philosophy has died and that science does not need it. I proved that the notion that philosophy is useless to science is not only wrong but also harmful to society, education, and science itself. This comes in a broader context, which is the moderate scientific tendency that I have defended in some of my writings. -/- لم يكن العلم بعيدًا عن الفلسفة في الفكر القديم، بل كان الاثنان شيئًا واحدًا. ولست أدرى أكان الفلاسفة القدماء يلقون على أنفسهم مسألة العلاقة بينهما مثل ما ألقاها الفلاسفة المحدثون والمعاصرون أم لا. ولكن الشيء المحقق أن العلوم الطبيعية استقلت عن الفلسفة في العصر الحديث، وانقسمت معظم الأقسام العلمية في الجامعات إلى قسمين: العلوم، والآداب والإنسانيات. وظهرت في أواخر القرن التاسع عشر وما تلاه محاولات لربطهما. كتب تشارلز بيرس عن المنهج العلمي والميتافيزيقا العلمية. وقدمت جماعة فيينا تصورًا علميًّا للعالم، واهتم التجريبيون المنطقيون وبوبر بمشكلة تمييز العلم من العلم الزائف؛ قدم التجريبيون المنطقيون معيار القابلية للتحقق، واقترح بوبر مبدأ التكذيب. ودافع كواين عن إبستمولوجيا طبيعية تؤكد أن الفلسفة جزء من العلم الطبيعي. وقدم بونجي معاييره الخاصة لتمييز العلم في سياق الفلسفة العلمية. (shrink)

Programming artificial intelligence to make fairness assessments of texts through top-down rules, bottom-up training, or hybrid approaches, has presented the challenge of defining cross-cultural fairness. In this paper a simple method is presented which uses vectors to discover if a verb is unfair or fair. It uses already existing relational social ontologies inherent in Word Embeddings and thus requires no training. The plausibility of the approach rests on two premises. That individuals consider fair acts those that they would be willing (...) to accept if done to themselves. Secondly, that such a construal is ontologically reflected in Word Embeddings, by virtue of their ability to reflect the dimensions of such a perception. These dimensions being: responsibility vs. irresponsibility, gain vs. loss, reward vs. sanction, joy vs. pain, all as a single vector. The paper finds it possible to quantify and qualify a verb as fair or unfair by calculating the cosine similarity of the said verb’s embedding vector against FairVec—which represents the above dimensions. We apply this to Glove and Word2Vec embeddings. Testing on a list of verbs produces an F1 score of 95.7, which is improved to 97.0. Lastly, a demonstration of the method’s applicability to sentence measurement is carried out. (shrink)

In essence, epistemology is a combination of thinking rationally and thinking empirically. This way of thinking is combined in the study of natural phenomena to discover the truth, the mind and the senses. Therefore, epistemology is an attempt to interpret and prove the belief that we know another fact, other than ourselves. The purpose of this research is to discover the workings and concepts of epistemology of science according to Al-Ghazali? And how the acquisition of knowledge and truth through Laduni (...) science. The results showed that Al-Ghazali thought that Laduni science came from God directly into the human soul, the perfect soul of a clean and ready soul to muwajahah with God, that is where the science of God will be radiated. There are several methods to acquire laduni science. First, through the search of all the science and the most perfect part of a large number of available. Second, through the method of riyadhah and muraqabah. Third, through the method of reflection (tafakur). Fourth, through the method of inspiration. Fifth, through the tazkiyat an-Nafs method, the purification of the human soul through takhalli and tahalli stages. Sixth, through the method of zikr. (shrink)

In light of the theme of the 5th World Conference on Women's Studies 2019, 'Activism, Solidarity and Diversity: Feminist Movements Toward Global Sisterhood', this article contends that Sherley Anne Williams's Dessa Rose (1986) is an appeal for an American bond of sisterhood between feminists and womanists. In the process, it examines the relationship between the novel's two Black and White heroines, Dessa Rose and Ruth Sutton respectively, through the lens of Bonnie Thornton Dill's definition of sisterhood in her seminal work, (...) Race, Class, and Gender: Prospects for an All-Inclusive Sisterhood. While discomfort and distrust encircle their first encounter in the Sutton's Glen, equality, reciprocation, and trust adorn their sisterhood in their last encounter in jail. Such a sisterhood is the aftermath of both women's realization that they are both subjects to White men's patriarchy. Williams's use of both heroines as microcosms for Black and White women addresses the widening gap in the 1980s and today between feminists and womanists for an American sisterhood in black and white. (shrink)

Abstract. Suppose that the word of an eyewitness makes it 80% probable that A committed a crime, and that B is drawn from a population in which the incidence rate of that crime is 80%. Many philosophers and legal theorists have held that if this is our only evidence against those parties then (i) we may be justified in finding against A but not against B; but (ii) that doing so incurs a loss in the accuracy of our findings. This (...) paper argues against (ii). It argues that accuracy considerations can motivate taking different attitudes towards individualized and statistical evidence even across cases where they generate the same probability that the defendant is guilty. (shrink)

The best justification of time-discounting is roughly that it is rational to care less about your more distant future because there is less of you around to have it. I argue that the standard version of this argument, which treats both psychological continuity and psychological connectedness as reasons to care about your future, can only rationalize an irrational—because exploitable—form of future discounting.

Semantic externalism Are the meanings of natural kind words, such as “water” or “tiger,” in the head or in the world? This question is pressing and controversial in contemporary philosophy. The nature of the meaning related to propositional contents and words of the natural kind raises a fundamental disagreement between two groups of philosophers: defenders of internalism and defenders of externalism. The two groups differ on how to define meaning. Internalists say that meaning is determined entirely by aspects that are (...) internal to the speaker, and mental contents are semantic contents that are in our minds or heads, their slogan is “Meanings are in the head or brain.” Externalists say that meaning is determined, at least in part, by aspects that are external to the speaker, and that contents are linguistic signs and exist in the outside world, and their slogan is “Meanings do not exist only in the head.” In this article, I want to shed explanatory light on this disagreement by examining its origins, explaining some of the arguments in support of externalism, and demonstrating the impact of this disagreement on understanding the nature of meaning. This article addresses several topics: 1. Various types of externalism 2. Description theory and causal theory 3. Hillary Betnam and Twin Earth thought experiment 4. Tyler Berg and arthritis argument 5. Donald Davidson and perceptual externalism 6. Andy Clark and David Chalmers: active externalism -/- هل معانى ألفاظ النوع الطبيعى، مثل "ماء" أو "نمر"، فى الرأس أم فى العالم؟ هذا السؤال ملح ومثير للجدل فى الفلسفة المعاصرة. فطبيعة المعنى المتعلق بالمضامين القضوية وألفاظ النوع الطبيعى يثير خلافًا أساسيًّا بين فريقين من الفلاسفة هم أصحاب النزعة الداخلية internalism وأصحاب النزعة الخارجية externalism. ويختلف الفريقان على كيفية تحديد المعنى. يقول الداخليون إن المعنى يتحدد كلية عن طريق جوانب تكون داخلية للمتكلم، والمضامين العقلية هى مضامين دلالية تكون فى عقولنا أو رؤوسنا، وشعارهم هو "المعانى توجد في الرأس أو المخ". ويقول الخارجيون إن المعنى يتحدد فى جانب منه على الأقل عن طريق جوانب تكون خارجية للمتكلم، والمضامين هى إشارات لغوية وتوجد فى العالم الخارجى، وشعارهم هو "المعانى لا توجد فى الرأس فقط". وأريد فى هذه المقالة أن ألقى ضوءًا شارحًا على هذا الخلاف، وذلك من خلال النظر فى أصوله، وشرح بعض الحجج المؤيدة للنزعة الخارجية، وبيان أثر هذا الخلاف فى فهم طبيعة المعنى. وتعالج هذه المقالة عدة موضوعات هي: 1- صور منوعة من النزعة الخارجية 2- نظرية الوصف والنظرية السببية 3- هيلارى بتنام وتجربة فكر الأرض التوأم 4- تايلر بيرج وحجة التهاب المفاصل . (shrink)

Cardiovascular diseases, including heart disease, pose a significant global health challenge, contributing to a substantial burden on healthcare systems and individuals. Early detection and accurate prediction of heart disease are crucial for timely intervention and improved patient outcomes. This research explores the potential of neural networks in predicting heart disease using a dataset collected from Kaggle, consisting of 1025 samples with 14 distinct features. The study's primary objective is to develop an effective neural network model for binary classification, identifying the (...) presence or absence of heart disease. The neural network architecture includes an input layer, a hidden layer, and an output layer, designed to capture intricate relationships within the dataset. Rigorous training and validation processes, accompanied by data preprocessing steps, ensure the model's robustness and generalization capabilities. The results demonstrate promising performance, with an accuracy of 92% and an average error of 0.062. Moreover, an analysis of feature importance highlights key predictors, including "oldpeak," "thalach," "trestbps," "ca," "thal," "cp," "chol," "sex," "restecg," "age," "slope," "fbs," and "exang." This research contributes to the field of predictive healthcare by leveraging neural networks to enhance heart disease prediction. The developed model offers the potential for early identification of individuals at risk, facilitating timely medical interventions and ultimately improving public health. Further exploration of machine learning techniques in healthcare promises to reshape disease prediction and prevention strategies. (shrink)

We sought to compare the implicit and explicit views of a group of Muslim graduates on the fairness of Islamic law. In this preliminary investigation, we used the Electroencephalographic N400 Event Related Potential to detect the participant’s implicit beliefs. It was found that the majority of participants, eight out of ten, implicitly held that Islamic Law was unfair despite explicitly stating the opposite. In seeking to understand what separated these eight participants from the remaining two – the two who both (...) implicitly and explicitly held that Islamic Law was fair – only two distinguishing characteristics could be identified. Both participants had undertaken an in-depth study of a branch of Islamic law that places the spirit of the law above that of a literal interpretation. They had also attended the same seminary, exclusive to the other participants. Of the eight participants, it was discovered that, while they implicitly held Islamic law to be unfair, they also held it to be rational – in the same way they found that it was rational to push a person of a ship in order to save the remaining from drowning, yet unfair. We discuss these preliminary findings and consider theories on how an innate sense of fairness, an aspect of nativism, may come into play when it is not congruent with a participant’s own beliefs. Further, we ask, where such an inconsistency occurs, how does the mind attempt to rectify it – if at all? As a possible contribution to the discussion on theories of nativism vs. empiricism we put forward a hypothesis and methodology for investigation that may produce previously unconsidered data on human nature. (shrink)

A question that I ask myself - and there is no doubt that someone else is asking it as well - whenever I see confusion between the meanings of the writers or the interlocutors, which is: What is the problem in our intellectual life? And every time the answer comes to me: The reason is the ambiguity of ideas or concepts at times, or their distortion at other times. In this paper, an attempt is made to shed light on this (...) answer. سؤال أطرحه على نفسي - ولا شك في أن غيري يطرحه كذلك - كلما رأيت خلطاً بين المعاني عند الكتاب أو المتحاورين، وهو: ما العلة في حياتنا الفكرية؟ وفي كل مرة يأتيني الجواب: العلة هي غموض الأفكار أو المفاهيم تارة، أو تحريفها تارة أخرى. وفي هذا البحث محاولة لإلقاء أضواء شارحة على هذا الجواب. (shrink)

العقل بوصفه مُخًّا – د. صلاح إسماعيل Mind as brain Salah Ismail -/- سؤال يُلقيه الإنسان على نفسه، ويُلقيه الفلاسفة والعلماء بعضهم على بعض، وتختلف الإجابات عنه بإختلاف العصور وما يكتسبه الناس من المعرفة والعلم. ولست أدرى أكان القدماء يفكرون في جوانبه مثل ما نفكر فيه الآن أم لا. وأكبر الظنّ أن التقدم الذى حدث في دراسة المخ وتصويره أثر أعظم الأثر في فهم هذا السؤال: ما هو هذا الشيء الذى يسمى عقلًا؟ وإذا نحّينا جانبا الجواب العام الذى مؤداه (...) أن العقل قوة للنفس تشمل الحواس الظاهرة والباطنة، وأنه ملَكَة يدرك بها الإنسان حقائق الأشياء، وجدنا الفلاسفة والعلماء يختلفون حين يريدون تصوير طبيعة العقل. فبعضهم يقول إن العقل شيء غير فيزيائي مثل النفس ( أو هو النفس عند ديكارت)، وهو جوهر متميز عن الجسم، وهؤلاء هم أصحاب ثنائية الجوهر. وبعضهم يقول إن العقل ليس شيئًا، وإنما هو استعداد للسلوك، وهؤلاء هم أنصار السلوكية. وبعضهم يقول إن العقل شيء فيزيائي هو المخ، وهؤلاء هم أصحاب نظرية الهُوية. وبعضهم يقول من الأفضل فهمه بوصفه مجموعة من الوظائف بدلًا من أن يكون شيئًا، وهؤلاء هم أتباع الوظيفية. وتدور هذه المقالة حول نظرية الهُوية. (shrink)

Este artículo explora la integración de la IA en la comunicación académica para mejorar las capacidades cognitivas humanas. La concepción de la comunicación hombre-máquina (CMM), que considera las tecnologías basadas en la IA no como objetos interactivos, sino como sujetos comunicativos, plantea cuestiones más filosóficas en la comunicación académica. Es un hecho conocido que existe una mayor interacción entre los humanos y las máquinas, especialmente consolidada por la pandemia COVID-19, que intensificó el desarrollo del Sistema de Aprendizaje Adaptativo Individual, por (...) lo que necesariamente se requieren aportaciones de las IN para fortalecer la IA. Esto posicionó a la universidad en la yuxtaposición de asegurar la producción de individuos altamente talentosos que puedan continuar pensando más allá de lo pensable inteligentemente y permitir a los expertos en IA continuar construyendo algoritmos que puedan llevar el desarrollo de la tecnología al siguiente nivel. Para llevar a cabo tal tarea, la producción investigadora es primordial para conectar la universidad y la industria editorial. Este artículo examina de forma crítica componentes importantes e intenta hacer justicia a la emanación de preguntas críticas de los investigadores (NI), alimentando así el desarrollo de la tecnología (IA). (shrink)

This discussion note examines a recent argument for the principle that any counterfactual with true components is itself true. That argument rests upon two widely accepted principles of counterfactual logic to which the paper presents counterexamples. The conclusion speculates briefly upon the wider lessons that philosophers should draw from these examples for the semantics of counterfactuals.

This article aims to discuss Bunge's critique of Popper's falsifiabilism as a criterion for distinguishing science from pseudoscience. First, it provides a historical background to the distinction of science; secondly, it explore Duhem-Quine thesis as an early objection to falsifiability, and thirdly, it discusses Bunge's criticism of falsifiability as all-around false — logically, methodologically, psychologically, and historically; and finally, it provides the criteria of scientificity from Bunge's point of view. في الوقت الذي يتسابق فيه العلماء من أجل الكشف عن علاج (...) لفيروس كورونا (كوفيد-19)، تطل علينا وسائل إعلامية لتقدم بعض الوصفات بوصفها علاجًا مثل الشلولو (ملوخية جافة مع الثوم والليمون والشطة)، والفول، ونحو ذلك، ومهمة فلاسفة العلم هي إعادة النظر من حين إلى آخر في ما يميز العلم من اللاعلم والعلم الزائف. ولعلّ أقل فائدة للفلسفة العلمية هي حمايتنا من هذا من الخداع الفكري. تدور هذه المقالة على ثلاث خطوات، تقدم الأولى خلفية تاريخية لمشكلة تمييز العلم، وتعرض الثانية حلّ بوبر لهذه المشكلة، واعتراض نزعة الكلية عليه، وتعالج الثالثة نقد بونجي لحل بوبر، وتصوره الخاص لمعايير العلم. (shrink)

إبستمولوجيا الفضيلة هي محاولة لاستكشاف الفضائل العقلية والبحث فى الطريقة التى تشكل بها معالجتنا لمسائل المعرفة. ظهر مصطلح "إبستمولوجيا الفضيلة" لأول مرة في كتاب سوسا "المعرفة من وجهة نظر"1991. ولكن فكرة الفضيلة العقلية ظهرت لأول مرة في المشهد الإبستمولوجي المعاصر في مقال سوسا "الطوافة والهرم" 1980. وفي ذلك الوقت كانت الإبستمولوجيا تزخر بحلول مقترحة لمشكلة جيتير، واعتراضات حديثة على النزعة الداخلية والنزعة الخارجية معا، واختلافات بين أنصار نظرية الأسس وأنصار نظرية الاتساق. وخلص سوسا في هذا المقال إلى نتيجة مؤداها أن (...) فكرة الفضيلة العقلية ربما تساعدنا في حل النزاع بين نزعة الأسس ونزعة الاتساق. وبعد أن نشر سوسا مقاله، تحول بعض فلاسفة المعرفة إلى مفاهيم الفضيلة العقلية لمعالجة مجموعة واسعة من مشكلات المعرفة. وتستطيع أن تقول إن إبستمولوجيا الفضيلة جاءت في الأصل لتضع بعض التحسينات على نزعة الثقة، ولتكون طريقة لحل المشكلات التي كانت تزعج نظريات التسويغ القائمة على الاعتقاد. وفي هذه الدراسة تجد تأملا دقيقا في دلالة إبستمولوجيا الفضيلة، ونشأتها، واتجاهاتها، وماتقدمه من حلول لمشكلات المعرفة التقليدية، ومن فائدة للتربية والتكوين الفكري عامة. (shrink)

Truth is a matter of interest not only to philosophers, but to scientists and other researchers in various branches of knowledge. This paper examines Davidson’s views of the concept of truth. In the first section, I provide a brief account of the basic ideas of Davidson’s philosophy. An understanding of Davidson’s philosophy is essential for anyone who wishes to follow recent debates in the philosophy of language, the philosophy of action, the philosophy of logic, and the philosophy of the mind. (...) I give also a brief sketch of the leading traditional theories of truth, i.e., coherence, correspondence and pragmatic theories. In the second section, I give a comprehensive account of Davidson’s main contributions to the truth - the conditions theory of meaning. That the meaning of a sentence can be given by stating the conditions under which it is true, is not a novel idea. It is at least as old as the work of Frege. In addition to Frege, this idea has been held by, among others, Wittgenstein, Carnap, Quine and - as its leader apologist and most recent proponent - Davidson. Before I look at the details of Davidson’s contributions, I show how they relate to the work of Frege, Tarski, and Quine, all of whom greatly influenced Davidson’s theory. Putnam, Dummett, Rorty and many other philosophers rank Davidson among the deflationists. They all think that Tarski’s truth predicates completely capture the concept of truth. This is a mistake. The third section is concerned with this mistake. In the fourth section, I explain Davidson’s criticisms of what he regards as the main other anti-deflationary attempts to characterize truth: views which epistemologize truth on the one hand, and the correspondence theory of truth, on the other hand. Finally, in the fifth section, I make some remarks about Davidson’s treatment of the concept of truth. (shrink)

This paper aims to: 1-Formulating the problem of consciousness in precise formulation that helps in understanding it and trying to solve it. 2- Determine the basic trends in treating consciousness. 3- Reconstructing Searle's views of consciousness to form a logical, interconnected structure. يهدف هذا المقال إلى: 1- صياغة مشكلة الوعي صياغة دقيقة تساعد في فهمها ومحاولة حلها. 2- تحديد الاتجاهات الأساسية في معالجة الوعي. 3- إعادة بناء آراء سيرل في الوعي بحيث تشكل بنية منطقية مترابطة الأجزاء.

Abstract: The aim behind analyzing Google Stock Prices dataset is to get a fair idea about the relationships between the multiple attributes a day might have, such as: the opening price for each day, the volume of trading for each day. With over a hundred thousand days of trading data, there are some patterns that can help in predicting the future prices. We proposed an Artificial Neural Network (ANN) model for predicting the closing prices for future days. The prediction is (...) based on these features (date, opening price, highest price, lowest price, volume), which were used as input variables and (closing price) as output variable for our ANN model. Our model was created, trained, and validated using data set in JNN environment, which its title is “Google-Stock-Prices”. The model evaluation showed that the ANN model is able to predict correctly 99.48% of the validation samples. (shrink)

The best-known argument for Evidential Decision Theory (EDT) is the ‘Why ain’cha rich?’ challenge to rival Causal Decision Theory (CDT). The basis for this challenge is that in Newcomb-like situations, acts that conform to EDT may be known in advance to have the better return than acts that conform to CDT. Frank Arntzenius has recently proposed an ingenious counter argument, based on an example in which, he claims, it is predictable in advance that acts that conform to EDT will do (...) less well than acts that conform to CDT. We raise two objections to Arntzenius’s example. We argue, first, that the example is subtly incoherent, in a way that undermines its effectiveness against EDT; and, second, that the example relies on calculating the average return over an inappropriate population of acts. (shrink)

The ancient names of Assam were Kamrupa and Pragjyotisa, which had been inhabited by the Kirata or Mongoloid people before the Aryan culture could spread its influence over the North Eastern part of India. Before the advent of the Aryan civilization, the Austric-Mongolian and Dravidian culture was the prevalent culture of the people of this area. According to some scholar, the Aryans advent in North East India was occurrence of the pre-Buddhist period. The period of the Brahmins was followed by (...) the Buddhist period, so far as the cultural history of India is concerned. In comparatively, ancient inscriptions of Assam, we find that, the high caste Aryans like Brahmans, Shatriyas and Kalitas entered into Assam and began to settle here even during the Pre-Christian era. The mention of Kamrupa and Devoka in the Allahabad pillar inscription of the Gupta king Samudragupta has an important bearing on the Aryanisation of North East India. In the domain of political system, it is all probable that the ancient Assam populated by the non-Khmer group of the Austric and the Tibeto-Burman people was in tribal state of society. Narakasura and Bhagadutta, the legendary kings of Assam were probably the first monarchical rulers and they were in all probability the Aryanised or Hunduised Mongoloid persons. In other words, the tribal political system of Assam was changed into monarchical system by the influence of the Aryan culture. (shrink)