Abstract: Rice, as a paramount staple crop worldwide, sustains billions of lives. Precise classification of rice types holds immense agricultural, nutritional, and economic significance. Recent advancements in machine learning, particularly Artificial Neural Networks (ANNs), offer promise in enhancing rice type classification accuracy and efficiency. This research explores rice type classification, harnessing neural networks' power. Utilizing a rich dataset from Kaggle, containing 18,188 entries and key rice grain attributes, we develop and evaluate a neural network model. Our neural network, featuring a (...) single hidden layer, achieves remarkable results—a staggering 100% accuracy and a minute average error rate of 0.000001. Beyond performance metrics, we delve into the intricacies of rice type classification through feature importance analysis. The most influential features—'id,' 'Area,' 'MajorAxisLength,' 'MinorAxisLength,' 'Eccentricity,' 'ConvexArea,' 'EquivDiameter,' 'Extent,' 'Perimeter,' 'Roundness,' and 'AspectRatio'—uncover the physiological traits underpinning accurate rice classification. This research contributes to advancing rice classification methods and highlights the potential of ANNs in optimizing agricultural practices, ensuring food safety, and bolstering global trade. (shrink)

This article criticizes what I call "Raunchy" feminist art by employing discussions of pornography and objectification from Eaton and Nussbaum. Artists considered include Carolee Schneeman, Cindy Sherman, Lisa Yuskavage, and Jenny Saville. The article includes by citing examples of feminist art dealing with erotic material in a more productive manner: Eija-Liisa Ahtila, Kiki Smith, and Marlene Dumas.

Most artworks—or at least most among those standardly subject to philosophical scrutiny—appear to be singular, stand-alone works. However, some artworks (indeed, perhaps a good many) are by contrast best viewed in terms of some larger grouping or ordering of artworks. i.e., as a series. The operative art-theoretic notion of series in which I am interested here is that of an individual and distinct artwork that is itself non-trivially composed of a non-trivial sequence of artworks (e.g., Walter de Maria’s Statement Series, (...) Krzysztof Kieslowski’s Three Colors)—as opposed to an art-historically informative or art critically productive thematically, stylistically, or formally unified ordering or grouping of individual and distinct artworks within an artist’s larger body of work (e.g., Kiki Smith’s Blue Print series, Dan Flavin’s Monuments to V. Tatlin series, Jeff Koons’ Made in Heaven series, Robert Rauschenberg’s Tribute 21 series). Given this, my aim is simply to sketch a minimal descriptive and classificatory framework for serial art within which certain informative distinctions may be made and further philosophical enquiry may productively take place. (shrink)

This book is a collection of all the papers published in the special issue “Philosophy and Meaning in Life Vol.4: Selected Papers from the Pretoria Conference,” Journal of Philosophy of Life, Vol.12, No.1, 2022, pp.1-115. -/- Theorizing About Meaning in Life Cheshire Calhoun -/- Is It Possible to Say ‘Yes’ to Traumatic Experiences?: A Philosophical Approach to Human Suffering Masahiro Morioka -/- Why Beauvoir Is Not a Subjectivist about Meaning in Life Kiki Berk -/- Axiological Values Grounded in Basic (...) Motivational Dispositions: How to Be a Subjectivist about Meaning in Life Frank Martela -/- Pessimism, Political Critique, and the Contingently Bad Life Patrick O’Donnell -/- Reason, Luck, and Meaning: A Critique of the Moralist View of Meaning in Life Kazuki Watanabe. (shrink)

This study was conducted by an academic research team at PRINCESS NOURAH BINT ABDULRAHMAN UNIVERSITY with the purpose of promoting the levels of healthy, value and ethical awareness among the students to limit the effects of covid-19. The study applied the descriptive, analytic survey approach to document the conceptions 0f the public education instructors throughout KSA concerning their role in raising the cognitive aspects and healthy and ethical skills for encountering coronavirus pandemic (COVID-19). The study population included all the (...) instructors of public education (male & female) in all the Kingdom governorates with its both public and private sectors amounting (525,610) instructors as per the MINISTRY OF EDUCAYION statistics for the school year (1441 H ) . The sample contained 357 instructors (male& female). For this purpose, the researchers designed a questionnaire. The study concluded that there is a high level of conceptions of the instructors about their cognitive skills, healthy and ethical responsibility for providing awareness about coronavirus pandemic (COVID-19) . The study proposes some supporting and effective strategies to achieve such online learning under this pandemic. (shrink)