This essay examines some of the ways in which the assumption of the essential finitude of the human mind, in contrast to the infinitude of God’s mind, bears on Leibniz’s and Kant’s accounts of our representational capacities. This examination reveals several underappreciated similarities between their views, but also some notable differences that help us pinpoint where and in what ways Kant departs from his celebrated predecessor. The fruits of this examination are a better understanding of Kant’s conception of the discursivity (...) of our understanding, his account of the difference between concepts and intuitions, and the particular flavor of his idealism. -/- . (shrink)

A popular story about Kant's relation to Leibniz presents Kant as a Leibniz-Wolffian by education who, inspired by his encounter with the teachings of Newton and Hume, took on the project of reconciling Leibniz-Wolffian metaphysics with Newtonian science and of responding to epistemological skepticism, a project that led him further and further away from his Leibniz-Wolffian roots and culminated in the total rejection of the Leibniz-Wolffian philosophy in the Critique of Pure Reason. In this essay, four shortcomings of the popular (...) story are identified and several suggestions are made about how to amend and expand the story in order to overcome these shortcomings. Furthermore, some of the most important Leibnizian doctrines that influenced Kant are collected and their role in Kant's philosophy is discussed. (shrink)

Wittgenstein famously criticizes the philosophical practice of analyzing the meaning of words outside their ordinary use in everyday language, whereby often self-made pseudo-problems arise. In order to shed further light on Wittgenstein’s critique, this article makes use of the Remarks on the Philosophy of Psychology. First, starting from the remark in Vol. I, §52, his criticism of the philosophical method of selection and generalization is explained in detail. Next, I give a brief outline of Wittgenstein’s own way of philosophizing by (...) reference to a selection of comments concerning the use of psychological words in everyday language, which will also further elucidate his critique. Finally, I enter into the question which significance everyday language according to Wittgenstein has for philosophy. (shrink)

On définit souvent la philosophie comme l’« amour de la sagesse ». En grec, le terme « philosophe » qui signifie « ami de la sa- gesse » (philós= ami, sophía= sagesse) se rapporte à une personne qui aspire à une connaissance globale des choses. (1) Mais que sait-on vraiment de la philosophie? Comment procède-t-elle, à quels thèmes s‘intéresse-t-elle?

'Hands Tied' brings together two very different films about hands: Maria Lassnig's Palmistry (1973) and Ayesha Hameed's A Rough History (of the Destruction of Fingerprints) (2016). These works are contextualised and their scope extended further by a roundtable discussion featuring participants Rachel Aumiller, Sam Dolbear, Nadine El-Enany, Amelia Groom, Clio Nicastro, Anja Sunhyun Michaelsen, and M. Ty., who discuss their relation to fate, work, pleasure, touch, and surveillance.

As the title of the article suggests, “The Burqa Ban”: Legal Precursors for Denmark, American Experiences and Experiments, and Philosophical and Critical Examinations, the authors embark on a factually investigative as well as a reflective response. More precisely, they use The 2018 Danish “Burqa Ban”: Joining a European Trend and Sending a National Message (published as a concurrent but separate article in this issue of INTERNATIONAL STUDIES JOURNAL) as a platform for further analysis and discussion of different perspectives. These include (...) case-law at the international level while focusing attention on recent rulings and judicial reasoning by the ECtHR and the ECJ; critical thought-experiments in religion, morality, human rights, and the democratic public space; a contextualized account of burqa-wearing interventions by federal and state governments and, moreover, various courts in the United States; and philosophical commentary and, in some instances, criticism of the Danish and/or European (French, etc.) approach. The different contributions have different aims. The section on case-law at the international level reports on those central judgments that, in effect, helped to pave the path for the Kingdom of Denmark’s burqa ban. Concerning the concurring judges at the ECtHR, the opinions served to uphold a preexisting ban and to grant a wide margin of appreciation to the national authorities, thereby limiting the Court’s own review. -/- As regards to the ECJ, the legality of company rules that contain a policy of neutrality for the workplace was examined, with a similar outcome. The authors who discuss religion, morality, human rights and the democratic public space are endeavoring to, respectively, appeal to ethics as a testing stone for law and to both challenge and address several forms of “expressivist worry” in connection with face veils. In doing so, the authors ask a number of thought-provoking questions that hopefully will inspire public policymakers to careful analysis. While the section that is devoted to American perspectives highlights a comprehensive survey of political and legal responses to, in particular, full-face veils like the burqa, the relevant author also incorporates public perceptions and, in the course of examining these, draws a parallel to “the fate” of the hoodie. The constitutionality of burqa-wearing in America, so it also appears, is partially an open question, but differentiating between religious, political, or personal reasons is a de jure premise. Given that the Danish legislators who drafted law L 219 to ban burqa-wearing in public places rely on a reference to political Islam, they relegate religious and personal reasons to the private domain, thereby also adopting secularism as a premise. This is explored in the last author response of the article, more precisely, in an account of the underlying materialism that, in turn, is applied to Muslim women. If policymakers and legislators engaged in Thinking Things Through exercises, they could, as a minimum, avoid law-making strategies that are not in the spirit of the theory they themselves invoke, albeit tacitly. While the aim of, as it were, arresting culturally self-contradicting legislators is unique for the section in question, all the authors who contribute to the joint research project have one end-goal in common, namely to inform about important perspectives while at the same time opening up for parameters for (more) fruitful, constructive and (if need be) critical debate in the future. With this in mind, four recommendations are presented by the research director for the project. Legally, politically, socially and culturally, conflict-resolution should not translate the relationship between rulers and the ruled into a separation ideology, an instance of controllers versus the controlled. All things being equal, that is the objective limit for a democratic society. (shrink)

Review of Anja Jauernig, The World according to Kant: appearances and things-in-themselves in Critical Idealism, Oxford University Press, 2021.

This essay is a contribution to a symposium on Anja Jauernig's excellent book, The World According to Kant. I discuss Jauernig's account of how Kant conceives the empirical reality of appearances.

Anja Karnein has suggested that because of the importance of respect for persons, law and policy should require some human embryos created in vitro to be available for adoption for a period of time. If no one comes forward to adopt the embryos during that time, they may be destroyed (in the case of embryos left over from fertility medicine) or used in research (in the case of embryos created for that purpose or left over from fertility medicine). This (...) adoption option would increase the number of embryos available for couples looking for help in having children, but that effect is less important—Karnein argues—than the observance of respect for human persons. As possible persons, she holds that embryos ought to be treated, as if they will become children, if only for a while. If enacted as a matter of law and policy, an ‘adoption option’ would wrongly interfere with the dispositional rights women and men ought to have over embryos they create in the course of trying to have children. Karnein's proposal would also deprive researchers of certainty that the embryos they create for research would actually be available that way, leading to increased burdens of time and money and maybe even to more embryos than would otherwise be produced. Karnein's analysis does not show, moreover, that any duty of rescue applies to embryos. No woman is required to adopt any embryo, which significantly undercuts the justification for an obligatory adoption period. (shrink)

A set of replies to critics of my 2021 book 'The Fiery Test of Critique: A Reading of Kant's Dialectic' (OUP). -/- The criticisms are based on talks given at an Author-meets-critics symposium at Princeton University on April 22nd, 2023. The critics are: Beatrice Longuenesse, Patricia Kitcher, Allen Wood, Des Hogan, and Anja Jauernig.

This essay comments on the complexity of the task of accommodating Leibniz’s account of relational motion with his dynamics, as evident in Anja Jauernig’s (2008) Leibniz Review article, and suggests some possible strategies for overcoming these obstacles.

Response to critical comments by Edward Slowik on my article 'Leibniz on Motion and the Equivalence of Hypotheses' in The Leibniz Review 18 (2008).

Um was geht es beim Bedingungslosen Grundeinkommen? Und weshalb ist es auch ein Thema der Philosophie? Sollte die Gesellschaft grundsätzlich hinterfragen, was unter dem Begriff „Arbeit“ zu verstehen ist? Würde das Grundeinkommen Gerechtigkeit ermöglichen oder verunmöglichen?

Die Aufgabe der Philosophie besteht nicht darin, den moralischen Zeigefinger zu erheben und vorzugeben, was man tun soll und was nicht. Vielmehr zeigt die Philosophie unterschiedliche Argumente auf, weshalb die eine oder andere Haltung vertretbar oder aus gewissen Gründen gegebenenfalls vertretbarer ist als eine andere. Insofern eine Gesellschaft an Klugheit interessiert ist und sich einer zukünftigen Entwicklung verantwortungsvoll stellt, kann die Philosophie eine wertvolle Aufgabe übernehmen: Die Methode, analytisch das Für und Wider abzuwiegen, bedeutet nicht zuletzt viel Arbeit und Aufmerksamkeit (...) für das Detail. Wie beispielsweise das Kapitel zur Grünen Gentechnik (Seite 6) zeigt, sind die Diskussionen um die zu fällenden moralischen Urteile nicht an ein externes Gremium zu delegieren. Im Gegenteil: Die Diskussion sollte innerhalb der Gesellschaft stattfinden, einerseits um den unterschiedlichen Haltungen Platz zu geben, andererseits aber, weil nur auf diese Weise ein echter Konsens zu Stande kommen kann. Die Rolle der Philosophie zeigt sich ähnlich auch, wenn es um die für die pluralistische Gesellschaft zentrale Toleranz geht. Die wertenden Einstellungen der Bürgerinnen und Bürger verdienen es, ernst genommen zu werden und offen diskutiert zu werden. Nur durch eine tiefgreifende Auseinandersetzung lässt sich verhindern, dass populistische Wortführer mit eigennützigen, aber aufmerksamkeitsstarken Argumenten von den Themen ablenken, die ernsthaft angegangen werden möchten: Die Vision einer friedlichen und freiheitlichen Gesellschaft, das demokratische Ideal, wird nicht mit dem Verweis auf die „Krise“ aufgegeben. Verantwortung interessiert die Bürgerinnen und Bürger schliesslich eben doch mehr, als Donald Trumps neuste Lüge. Das philosophische Themendossier zeigt, dass die akademische Philosophie viel leis-tet, um eine oberflächliche Auseinandersetzung mit gesellschaftlich und zukunftsrelevanten Themen zu verhindern. Auch wenn das auf den ersten Blick nach viel Anstrengung klingt, so zeigt der zweite Blick, dass darin viel Wohlwollen zugunsten der Gesellschaft steckt. Es lohnt sich, den Mut aufzubringen, sich intensiv mit den eigenen Werturteilen auseinanderzusetzen und das Auge vom eigenen Wohl auch auf das Wohle aller schweifen zu lassen. Philosophie kann „ansteckend“ sein und viel Freude hervorrufen: Gerade dann, wenn man neue Ideen mit dazu gewinnt oder andere Argumente für bereits gefasste Entscheidungen kennenlernt. Die Philosophie entwickelt sich fortlaufend weiter und bleibt somit mehr denn je: stets aktuell. (shrink)

Ist ein gutes Leben gleichzusetzen mit einem glücklichen Leben? Lässt sich Glück antrainieren? Wie gestaltet sich ein gutes Leben im Alter? Solcherlei Fragen, aber auch die Untersuchung, ob nur eine moralisch gute Lebensführung ein gutes Leben ermöglicht, werden im vorliegenden Dossier bearbeitet.

Dieses Heft umreisst philosophische Perspektiven zur Zukunft der Alters- und Hin- terbliebenenversicherung (AHV). Welche Pflichten haben die heutigen Generationen gegenüber den zukünftigen? Inwiefern ist die Zukunft der AHV ein philosophisches Thema?

Welche Zukunft erwartet die Menschheit? Oder müsste man fragen: Welche möglichen Zukünfte liegen im Gestaltungsbereich des Menschen? Was passiert, wenn wir eine superintelligente Maschine erfinden, die uns sogar ermöglicht, der Vergänglichkeit zu entrinnen? Welchen Einfluss haben die Technologien auf die Arbeit oder auf unsere Wahrnehmung der Zeit?

-/- Shitstorms, Hate Speech oder virale Videos, die zum Klicken, Liken, Teilen bewegen: Die vernetzte Gesellschaft ist von Affekten getrieben und bringt selbst ganz neue Affekte hervor. -/- Die Beiträge des Bandes nehmen die medientechnologischen Entwicklungen unserer Zeit in den Blick und untersuchen sie aus der Perspektive einer kritischen Affekt- und Sozialphilosophie. Sie zeigen: Soziale Medien und digitale Plattformen sind nicht nur Räume des Austauschs, sie erschaffen Affektökonomien – und darin liegt auch ihre Macht. Indem sie neue Formen des sozialen (...) Umgangs stiften und bestimmen, wie wir kommunizieren, verschieben sie auch die politische Topographie. -/- Mit einem Beitrag von Antonio Negri. (shrink)

Dieses Dossier diskutiert die ethischen Aspekte der direkten aktiven Sterbe- hilfe und die Legitimität des Suizids. Hervorgehoben wird dabei die Relevanz der ethischen Perspektive und der Nutzen der philosophischen Diskussion hin- sichtlich dieser brisanten gesellschaftlichen Frage.

Dieses Heft befasst sich mit der Bedeutung und der fortlaufenden Entwicklung der Wirtschaftsethik. Es wird gezeigt, wie die Wirtschaftsethik auf die aktuellen Krisen reagiert, warum einem Unternehmen eine moralische Verantwortung zukommt und was man sich unter ethischen Managementprinzipien vorstellen könnte.

Gibt es einen Zusammenhang zwischen Politik und Philosophie? Bei Fragen, wie sich der Staat legitimieren lässt, was Gerechtigkeit ist oder welche Rolle Interkulturalität, Toleranz und Anerkennung in der heutigen Gesellschaft spie- len, bietet die Philosophie Antworten und Denkanstösse.

„Im Grunde gibt es nur die Liebe“, sagte Picasso einst. Kaum ein Mensch durchläuft sein Leben, ohne früher oder später von jenen Gefühlen gebeutelt zu werden, welche als Liebe bezeichnet werden. Aber was ist Liebe überhaupt? Gibt es klare Kriterien, die Liebe notwendigerweise aufweist? Welchen Einfluss haben die kulturellen Vorbedingungen auf unsere Vorstellungen von Liebe?

„Gemeinschaft“ steht in der Philosophie nicht nur im Zusammenhang mit ethischen Überlegungen, sondern auch mit Fragen nach der Natur von sozialen Handlungen und dem charakteristischen Wesen von Kollektiven. Gibt es Bedingungen, die erfüllt sein müssen, damit man von einer Gemeinschaft – in Abgrenzung zu „Gesellschaft“ – sprechen kann?

Dieses Themendossier zeigt auf, mit welchen Themen sich die Philosophie befasst und wem die Philosophie was nützt. Wo heutzutage Philosophinnen und Philosophen wirken, wird ebenso betrachtet, wie die Frage, weshalb es sich überhaupt lohnt zu philosophieren.

Muss ein Mensch Selbstachtung haben, um Empfänger der Menschenwürde zu sein? Spielt Menschenwürde auch in der Wirtschaft und im Rechtssystem eine Rolle? Und wie lässt sich „Menschenwürde“ überhaupt definieren? Im Dossier findet man die philosophischen Hintergründe zum Thema „Menschenwürde“.

Welche alltäglichen Probleme regen zu vertieftem Nachdenken an? Was bietet uns die Philosophie an möglichen Antworten an? Können wir von den Philosophinnen und Philosophen tatsächlich etwas lernen? Und: Ist der Begriff „Alltag“ gar selbst ein Untersuchungsgegenstand der Philosophie?

Dieses Dossier stellt die Fragen der Debatte des Kommunitarismus: Wie ent- wickeln Menschen ihre Identität? Welche Konsequenzen hat diese Identitäts- bildung auf die Werte einer Gesellschaft? Inwiefern ist der Mensch ein auto- nomes Wesen und inwiefern ist er in Strukturen eingebunden? Und: Ist auch die politische Ebene durch diese Fragen betroffen?

rtificial Intelligence (AI) is swiftly becoming a fundamental element in modern healthcare, bringing unparalleled capabilities in diagnostics, treatment planning, patient care, and healthcare management. This paper delves into AI's transformative impact on the healthcare sector, highlighting how it enhances patient outcomes, boosts the efficiency of medical practices, and introduces new ethical and operational challenges. Through an analysis of current applications such as AI-driven diagnostic tools, personalized medicine, and hospital management systems, the paper underscores the significant advancements AI has introduced to (...) the field. However, the integration of AI also presents concerns related to data privacy, algorithmic bias, and the displacement of healthcare professionals. This study provides a thorough overview of these developments, offering insights into AI's future potential to revolutionize healthcare while addressing the ethical considerations necessary for its responsible adoption. The findings suggest that while AI has the potential to transform healthcare delivery, careful consideration of its implications is essential for ensuring its equitable and effective implementation. (shrink)

Hat das menschliche Wesen einen klaren Kern, welchen ihn erst zum Menschen macht? Wie wäre dieser zu definieren? Der Mensch verfügt über viele Fähigkeiten, die ihn zu einem vernünftig agierenden Tier machen. Aber ist das der wesentliche Unterschied zu den anderen Tieren? Das vorliegende Dossier geht der Frage nach, was der Mensch ist und was ihn auszeichnet.

Was ist Macht? Hat der Mensch „von Natur aus“ das Bedürfnis, nach Macht zu streben? Ist Macht „schlecht“, weil sie Machtmissbrauch ermöglicht? Wieviele Aspekte das Thema Macht wirklich hat und ob Macht beispielsweise auch etwas mit Gewalt zu tun hat, erfährt man im vorliegenden Dossier.

Dieses Dossier befasst sich mit der Gleichstellung der Geschlechter: Wie muss man sich Gleichberechtigung in der Kindererziehung vorstellen? Können auch Männer Feministen sein? Was ist feministische Philosophie? Welche philoso- phischen Theorien gibt es zu Männern und Frauen?

Dieses Heft präsentiert philosophische Perspektiven zu Umweltproblemen. Hierbei sollen einerseits die fünf Hauptpositionen der Umweltethik (Anthropozentrismus, Pathozentrismus, Biozentrismus, Holismus & Tiefen-Ökologie) vorgestellt werden. An- dererseits wird anhand der Erhöhung der Grimselstaumauer die Relevanz der Philosophie hinsichtlich des Dilemmas zwischen Nutzen für den Menschen und Schaden an der Natur deutlich gemacht.

Wie wird Wissenschaft in der Gesellschaft wahrgenommen? Diese Frage lässt sich nicht leicht beantworten: Ist die gesellschaftliche Wahrnehmung von Wis- senschaft von Misstrauen geprägt? Oder von Unwissen über die Funktionswei- se von wissenschaftlicher Forschung?

Dieses Dossier stellt die Fragen der Migrationsethikdebatte: Gibt es ein Recht auf Einwanderung in einem liberalen demokratischen Staat wie der Schweiz? Welche Argumente sprechen grundsätzlich für oder gegen offene Grenzen? Was leistet die Philosophie hinsichtlich der Einwanderungsproblematik?

Welche philosophischen Perspektiven gibt es in Bezug auf Rauschmittel? Das Dossier zeigt die Spannbreite: Ob Substanzen, die unsere Leistung erhöhen, sogar moralisch gefordert sein könnten, warum der Staat den Menschen nicht jeden Rausch verbieten sollte, und ob Süchtige Kriminelle sind.

Dieses Heft beinhaltet philosophische Perspektiven der Debatten der personalen Identität und der Liebe. Neben der Darstellung der Kerninhalte der beiden Debatten wird die Frage „Wen liebe ich?“ philosophisch problematisiert. Dabei soll aufgezeigt werden, was unter einer philosophischen Herangehensweise zu verstehen ist und wie sich dies konkret im Fall der angeführten Frage niederschlägt.

Dieses Dossier befasst sich mit den philosophischen Perspektiven zum Thema Bewusstsein: Was kennzeichnet „das Geistige“ und hat es ein einheitliches Merkmal? Wie kommt die Welt in den Kopf? Was bedeutet „subjektiv“ und haben auch Tiere und Pflanzen ein Bewusstsein?

Dieses Dossier wirft die Frage auf, welche Wirkung das digitale Zeitalter auf die Menschen hat und zeigt, welcher Zusammenhang zwischen der Philosophie und der Informationstechnologie besteht: Privatsphäre im Internet, künstliche Intelligenz, Computerethik und auch in Bezug auf Datenschutzfragen.

Abstract: Artificial Intelligence (AI) has rapidly evolved, offering transformative capabilities for business decision-making. This paper explores how AI can be leveraged to enhance strategic decision-making in business contexts. It examines the integration of AI-driven analytics, predictive modeling, and automation to improve decision accuracy and operational efficiency. By analyzing current applications and case studies, the paper highlights the opportunities AI presents, including enhanced data insights, risk management, and personalized customer experiences. Additionally, it addresses the challenges businesses face in adopting AI, such (...) as data privacy concerns, integration issues, and the need for skilled personnel. The paper concludes with recommendations for effectively implementing AI solutions to maximize their benefits while navigating potential pitfalls. (shrink)

Abstract: Artificial Intelligence (AI) is revolutionizing the agricultural sector by enhancing productivity and sustainability. This paper explores the transformative impact of AI technologies on agriculture, focusing on their applications in precision farming, predictive analytics, and automation. AI-driven tools enable more efficient management of crops and resources, leading to improved yields and reduced environmental impact. The paper examines key AI technologies, including machine learning algorithms for crop monitoring, robotics for automated planting and harvesting, and data analytics for optimizing resource use. Additionally, (...) it addresses challenges such as data privacy, technology adoption barriers, and the ethical implications of AI in farming. By integrating AI into agricultural practices, the industry can achieve greater efficiency and sustainability, paving the way for future advancements. (shrink)

Abstract: Smoke detectors are critical devices for early fire detection and life-saving interventions. This research paper explores the application of Artificial Neural Networks (ANNs) in smoke detection systems. The study aims to develop a robust and accurate smoke detection model using ANNs. Surprisingly, the results indicate a 100% accuracy rate, suggesting promising potential for ANNs in enhancing smoke detection technology. However, this paper acknowledges the need for a comprehensive evaluation beyond accuracy. It discusses potential challenges, such as overfitting, dataset size, (...) and class imbalance, and presents strategies employed to address these issues. Additionally, the paper emphasizes the importance of alternative evaluation metrics, including precision, recall, and F1-score, to assess the model's performance comprehensively. Detailed information regarding the model architecture, data preprocessing, and hyperparameter tuning is provided to enhance the reproducibility of the research. The study also discusses ethical considerations and the implications of false positives and false negatives in smoke detection applications. While achieving 100% accuracy is a notable accomplishment, this paper calls for cautious interpretation and further validation in real-world settings. It concludes by highlighting areas for future research and improvement in smoke detection technology, emphasizing the need for practical deployment and the reduction of false alarms. (shrink)

Abstract: Artificial Intelligence (AI) has rapidly advanced, offering significant potential to transform business decision-making. This paper delves into how AI can be harnessed to enhance strategic decision-making within business contexts. It investigates the integration of AI-driven analytics, predictive modeling, and automation, emphasizing their role in improving decision accuracy and operational efficiency. By examining current applications and case studies, the paper underscores the opportunities AI offers, including improved data insights, risk management, and personalized customer experiences. It also addresses the challenges businesses (...) face when adopting AI, such as data privacy concerns, integration difficulties, and the need for skilled professionals. The paper concludes by offering recommendations for successfully implementing AI solutions to maximize benefits while mitigating potential challenges. (shrink)

Abstract: Online book review platforms generate vast user data, making accurate rating prediction crucial for personalized recommendations. This research explores neural networks as simple models for predicting book ratings without complex algorithms. Our novel approach uses neural networks to predict ratings solely from user-book interactions, eliminating manual feature engineering. The model processes data, learns patterns, and predicts ratings. We discuss data preprocessing, neural network design, and training techniques. Real-world data experiments show the model's effectiveness, surpassing traditional methods. This research can (...) enhance user experience, book catalog organization, and aid publishers, simplifying recommendation processes and providing tailored suggestions based on user preferences. (shrink)

Abstract: Lemons are an important fruit that have a wide range of uses and benefits, from culinary to health to household and beauty applications. Deep learning techniques have shown promising results in image classification tasks, including fruit quality detection. In this paper, we propose a convolutional neural network (CNN)-based approach for detecting the quality of lemons by analysing visual features such as colour and texture. The study aims to develop and train a deep learning model to classify lemons based on (...) their quality, evaluate the model's performance, compare it to traditional machine learning approaches, and identify key factors that affect the model's performance. The dataset used in the study consists of approximately 2533 images of lemons and an empty surface, divided into training, test, and validation data, and includes images of both good and bad quality lemons under different lighting conditions. The deep learning model achieved an accuracy of 99.74% on the test dataset and outperformed traditional machine learning approaches. The developed model has the potential to improve efficiency and accuracy in lemon quality control in the agriculture and food industry. (shrink)

Abstract: Artificial Intelligence (AI) is rapidly becoming a cornerstone of modern healthcare, offering unprecedented capabilities in diagnostics, treatment planning, patient care, and healthcare management. This paper explores the transformative impact of AI on the healthcare sector, examining how it enhances patient outcomes, improves the efficiency of medical practices, and introduces new ethical and operational challenges. By analyzing current applications such as AI-driven diagnostic tools, personalized medicine, and hospital management systems, this paper highlights the significant advancements AI has brought to the (...) field. However, the integration of AI also raises concerns related to data privacy, algorithmic bias, and the displacement of healthcare professionals. This study provides a comprehensive overview of these developments, offering insights into the future potential of AI in revolutionizing healthcare while addressing the ethical considerations that must accompany its adoption. The findings suggest that while AI holds the promise of transforming healthcare delivery, careful consideration of its implications is essential to ensure equitable and effective implementation. (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)

Abstract: Artificial Intelligence (AI) is transforming the agricultural sector, enhancing both productivity and sustainability. This paper delves into the impact of AI technologies on agriculture, emphasizing their application in precision farming, predictive analytics, and automation. AI-driven tools facilitate more efficient crop and resource management, leading to higher yields and a reduced environmental footprint. The paper explores key AI technologies, such as machine learning algorithms for crop monitoring, robotics for automated planting and harvesting, and data analytics for optimizing resource use. Additionally, (...) it discusses challenges like data privacy, barriers to technology adoption, and the ethical implications of AI in farming. Integrating AI into agricultural practices holds the promise of greater efficiency and sustainability, paving the way for future innovations. (shrink)

Abstract: Dates are the fruit of date palm trees, and it is one of the fruits famous for its high nutritional value. It is a summer fruit spread in the Arab world. In the past, the Arabs relied on it in their daily lives. Dates take an oval shape and vary in size from 20 to 60 mm in length and 8 to 30 mm in diameter. The ripe fruit consists of a hard core surrounded by a papery cover called (...) the tartar that separates the core from the fleshy part that is eaten. Historians disagreed about the place of its origin, so some historians expressed their belief that it had originated around the Arabian Gulf, and some of them say that the oldest known information about palm trees was in Babylon 4 thousand years ago BC. It is known about the ancient Egyptians using dates in wine. Dates contain a high nutritional value and are considered a basic food for man since ancient times. The fruits of dates are considered the highest fruits in containing sugars. These components vary according to the nature of the fruit, whether it is wet, semi-dry or dry, as well as according to the environmental conditions surrounding the trees. The components of the fruits also differ in different varieties and increase the percentage of sugars in dates is 70-78% of the fruit’s components. These sugars are characterized by their rapid absorption and transfer into the blood directly, digestion and burning. 10 dates (about 100 grams) per day provide a person with all his daily needs of magnesium, manganese, copper, sulfur and half of his needs of calcium and potassium. In this paper we presented a system that recognize the nine types of dates based on deep learning using python on Colab, and classifying using a dataset contain 1350 images. Our trained model achieved an accuracy of 99.44% on a proven test set. (shrink)

Abstract: The integration of Artificial Intelligence (AI) into medical imaging represents a transformative shift in healthcare, offering significant improvements in diagnostic accuracy, efficiency, and patient outcomes. This paper explores the application of AI technologies in the analysis of medical images, focusing on techniques such as convolutional neural networks (CNNs) and deep learning models. We discuss how these technologies are applied to various imaging modalities, including X-rays, MRIs, and CT scans, to enhance disease detection, image segmentation, and diagnostic support. Additionally, the (...) paper addresses the challenges faced in AI-driven medical imaging, including data quality, model interpretability, and ethical considerations. By examining recent advancements and real-world case studies, this paper provides insights into the current state of AI in medical imaging and its potential future directions. The findings highlight the ongoing evolution of AI technologies and their crucial role in advancing medical diagnostics and treatment strategies. (shrink)

Abstract Alzheimer's disease has spread insanely throughout the world. Early detection and intervention are essential to improve the chances of a positive outcome. This study presents a new method to predict a person's likelihood of developing Alzheimer's using a neural network model. The dataset includes 373 samples with 10 features, such as Group,M/F,Age,EDUC, SES,MMSE,CDR ,eTIV,nWBV,Oldpeak,ASF.. A four-layer neural network model (1 input, 2 hidden, 1 output) was trained on the dataset and achieved an accuracy of 98.10% and an average error (...) of 0.01. This study provides a valuable tool for early detection and intervention of Alzheimer's, thus contributing to the field of health and medicine. (shrink)