Results for ' Accuracy-Interpretability'

986 found
Order:
  1. XIII—Dutch Book and Accuracy Theorems.Anna Mahtani - 2021 - Proceedings of the Aristotelian Society 120 (3):309-327.
    Dutch book and accuracy arguments are used to justify certain rationality constraints on credence functions. Underlying these Dutch book and accuracy arguments are associated theorems, and I show that the interpretation of these theorems can vary along a range of dimensions. Given that the theorems can be interpreted in a variety of different ways, what is the status of the associated arguments? I consider three possibilities: we could aggregate the results of the differently interpreted theorems in some way, (...)
    Download  
     
    Export citation  
     
    Bookmark   2 citations  
  2. The virtues of interpretable medical AI.Joshua Hatherley, Robert Sparrow & Mark Howard - 2024 - Cambridge Quarterly of Healthcare Ethics 33 (3):323-332.
    Artificial intelligence (AI) systems have demonstrated impressive performance across a variety of clinical tasks. However, notoriously, sometimes these systems are 'black boxes'. The initial response in the literature was a demand for 'explainable AI'. However, recently, several authors have suggested that making AI more explainable or 'interpretable' is likely to be at the cost of the accuracy of these systems and that prioritising interpretability in medical AI may constitute a 'lethal prejudice'. In this paper, we defend the value (...)
    Download  
     
    Export citation  
     
    Bookmark   4 citations  
  3. (2 other versions)The explanation game: a formal framework for interpretable machine learning.David S. Watson & Luciano Floridi - 2020 - Synthese 198 (10):1–⁠32.
    We propose a formal framework for interpretable machine learning. Combining elements from statistical learning, causal interventionism, and decision theory, we design an idealised explanation game in which players collaborate to find the best explanation for a given algorithmic prediction. Through an iterative procedure of questions and answers, the players establish a three-dimensional Pareto frontier that describes the optimal trade-offs between explanatory accuracy, simplicity, and relevance. Multiple rounds are played at different levels of abstraction, allowing the players to explore overlapping (...)
    Download  
     
    Export citation  
     
    Bookmark   18 citations  
  4. The virtues of interpretable medical AI.Joshua Hatherley, Robert Sparrow & Mark Howard - 2024 - Cambridge Quarterly of Healthcare Ethics 33 (3).
    Artificial intelligence (AI) systems have demonstrated impressive performance across a variety of clinical tasks. However, notoriously, sometimes these systems are “black boxes.” The initial response in the literature was a demand for “explainable AI.” However, recently, several authors have suggested that making AI more explainable or “interpretable” is likely to be at the cost of the accuracy of these systems and that prioritizing interpretability in medical AI may constitute a “lethal prejudice.” In this paper, we defend the value (...)
    Download  
     
    Export citation  
     
    Bookmark   1 citation  
  5. A simple proof of Born’s rule for statistical interpretation of quantum mechanics.Biswaranjan Dikshit - 2017 - Journal for Foundations and Applications of Physics 4 (1):24-30.
    The Born’s rule to interpret the square of wave function as the probability to get a specific value in measurement has been accepted as a postulate in foundations of quantum mechanics. Although there have been so many attempts at deriving this rule theoretically using different approaches such as frequency operator approach, many-world theory, Bayesian probability and envariance, literature shows that arguments in each of these methods are circular. In view of absence of a convincing theoretical proof, recently some researchers have (...)
    Download  
     
    Export citation  
     
    Bookmark   1 citation  
  6. Are Generics Defaults? A Study on the Interpretation of Generics and Universals in 3 Age- Groups of Spanish-Speaking Individuals.Elena Castroviejo, José V. Hernández-Conde, Dimitra Lazaridou-Chatzigoga, Marta Ponciano & Agustin Vicente - 2022 - Language Learning and Development 10.
    This paper reports an experiment that investigates interpretive distinctions between two different expressions of generalization in Spanish. In particular, our aim was to find out when the distinction between generic statements (GS) such as Tigers have stripes and universally quantified statements (UQS) such as All tigers have stripes was acquired in Spanish-speaking children of two different age groups (4/5-year-olds and 8/9-year-olds), and then compare these results with those of adults. The starting point of this research was the semantic distinction between (...)
    Download  
     
    Export citation  
     
    Bookmark  
  7. Disciplining Deliberation: A Sociotechnical Perspective on Machine Learning Trade-offs.Sina Fazelpour - forthcoming - British Journal for the Philosophy of Science.
    This paper examines two prominent formal trade-offs in artificial intelligence (AI)---between predictive accuracy and fairness, and between predictive accuracy and interpretability. These trade-offs have become a central focus in normative and regulatory discussions as policymakers seek to understand the value tensions that can arise in the social adoption of AI tools. The prevailing interpretation views these formal trade-offs as directly corresponding to tensions between underlying social values, implying unavoidable conflicts between those social objectives. In this paper, I (...)
    Download  
     
    Export citation  
     
    Bookmark  
  8. Causal Models and Causal Relativism.Jennifer McDonald - forthcoming - Synthese.
    A promising development in the philosophy of causation analyzes actual causation using structural equation models, i.e., “causal models”. This paper carefully considers what it means for an interpreted model to be accurate of its target situation. These considerations show, first, that our existing understanding of accuracy is inadequate. Further, and more controversially, they show that any causal model analysis is committed to a kind of relativism – a view whereby causation is a three-part relation holding between a cause, an (...)
    Download  
     
    Export citation  
     
    Bookmark  
  9. Women's Ancient Stories: Archetype and Meaning.Maxson J. McDowell - manuscript
    The author interprets three stories from recently Neolithic cultures (Melanesian, African Bushman, and Inuit) and a fourth story from an oral tradition of Haitian women. All four are about women and perhaps, judging by their content, composed by women. The author trained with Edward Whitmont and developed his interpretation technique in decades of practice with dreams as a Jungian analyst. He adds a new tool, the use of repetition, in which the same point is made by a series of different (...)
    Download  
     
    Export citation  
     
    Bookmark  
  10. Complete Transcript of the Class (Dr. of 6-L Dg).Maxson J. McDowell, Joenine E. Roberts & Rachel McRoberts - manuscript
    (NOTE: This is a transcript of the class. FOR THE FULL PAPER, please click on "Maxson J. McDowell".) A complete transcript of an experiment performed within a class on dream interpretation. Knowing only the dreamers age and gender, we interpreted his dream from its text. Our interpretation included predictions about the dreamer's psychological issues, and about his defenses. It also identified a series of jokes within the dream which would tend to penetrate the dreamer's defenses. When we had finished our (...)
    Download  
     
    Export citation  
     
    Bookmark  
  11.  45
    Disciplining Deliberation: A Socio-technical Perspective on Machine Learning Trade-Offs.Sina Fazelpour - forthcoming - British Journal for the Philosophy of Science.
    This paper examines two prominent formal trade-offs in artificial intelligence (AI)---between predictive accuracy and fairness, and between predictive accuracy and interpretability. These trade-offs have become a central focus in normative and regulatory discussions as policymakers seek to understand the value tensions that can arise in the social adoption of AI tools. The prevailing interpretation views these formal trade-offs as directly corresponding to tensions between underlying social values, implying unavoidable conflicts between those social objectives. In this paper, I (...)
    Download  
     
    Export citation  
     
    Bookmark  
  12. A Wolf in Sheep's Clothing: Idealisations and the aims of polygenic scores.Davide Serpico - 2023 - Studies in History and Philosophy of Science Part A 102 (C):72-83.
    Research in pharmacogenomics and precision medicine has recently introduced the concept of Polygenic Scores (PGSs), namely, indexes that aggregate the effects that many genetic variants are predicted to have on individual disease risk. The popularity of PGSs is increasing rapidly, but surprisingly little attention has been paid to the idealisations they make about phenotypic development. Indeed, PGSs rely on quantitative genetics models and methods, which involve considerable theoretical assumptions that have been questioned on various grounds. This comes with epistemological and (...)
    Download  
     
    Export citation  
     
    Bookmark  
  13.  89
    Mechanizing Induction.Ronald Ortner & Hannes Leitgeb - 2009 - In Dov Gabbay (ed.), The Handbook of the History of Logic. Elsevier. pp. 719--772.
    In this chapter we will deal with “mechanizing” induction, i.e. with ways in which theoretical computer science approaches inductive generalization. In the field of Machine Learning, algorithms for induction are developed. Depending on the form of the available data, the nature of these algorithms may be very different. Some of them combine geometric and statistical ideas, while others use classical reasoning based on logical formalism. However, we are not so much interested in the algorithms themselves, but more on the philosophical (...)
    Download  
     
    Export citation  
     
    Bookmark   5 citations  
  14. Speak No Evil: Understanding Hermeneutical (In)justice.John Beverley - 2022 - Episteme 19 (3):431-454.
    Miranda Fricker's original presentation of Hermeneutical Injustice left open theoretical choice points leading to criticisms and subsequent clarifications with the resulting dialectic appearing largely verbal. The absence of perspicuous exposition of hallmarks of Hermeneutical Injustice might suggest scenarios exhibiting some – but not all – such hallmarks are within its purview when they are not. The lack of clear hallmarks of Hermeneutical Injustice, moreover, obscures both the extent to which Fricker's proposed remedy Hermeneutical Justice – roughly, virtuous communicative practices – (...)
    Download  
     
    Export citation  
     
    Bookmark   8 citations  
  15. Experiential Content and Naive Realism: A Reconciliation.Heather Logue - 2014 - In Berit Brogaard (ed.), Does Perception Have Content? New York, NY: Oup Usa.
    In the first section of this paper, after briefly arguing for the assumption that experiential content is propositional, I’ll distinguish three interpretations of the claim that experience has content (the Mild, Medium, and Spicy Content Views). In the second section, I’ll flesh out Naïve Realism in greater detail, and I’ll reconstruct what I take to be the main argument for its incompatibility with the Content Views. The third section will be devoted to evaluation of existing arguments for the Mild Content (...)
    Download  
     
    Export citation  
     
    Bookmark   45 citations  
  16. Pierre Duhem et la revendication d’une tradition phénoménaliste: à propos de son «Essai sur la notion de théorie physique de Platon à Galilée».Jean-François Stoffel - 2017 - In Jean-François Stoffel & Souad Ben Ali (eds.), Pierre Duhem, cent ans plus tard (1916-2016) : actes de la journée d’étude internationale tenue à Tunis le 10 mars 2016, suivis de l’édition française de l’_Histoire de la physique_ (1911) de Pierre Duhem. Tunis, Tunisie: Université de Tunis. pp. 221-268.
    According to our interpretation, Σῴζειν τὰ φαινóμενα : Essai sur la notion de théorie physique pursues two intricately intertwined objectives. Primarily, it aims to establish the historical significance of Duhemian phenomenalism — the accuracy of which had previously been established in La Théorie Physique : son Objet et sa Structure — firstly, by positioning it within a millenary tradition and, secondly, by examining the conse­quences, both positive and negative, that subsequently arose from the various ways of comprehending the idea (...)
    Download  
     
    Export citation  
     
    Bookmark  
  17. Are There Unconscious Perceptual Processes?Berit Brogaard - 2011 - Consciousness and Cognition 20 (2):449-63.
    Blindsight and vision for action seem to be exemplars of unconscious visual processes. However, researchers have recently argued that blindsight is not really a kind of uncon- scious vision but is rather severely degraded conscious vision. Morten Overgaard and col- leagues have recently developed new methods for measuring the visibility of visual stimuli. Studies using these methods show that reported clarity of visual stimuli correlates with accuracy in both normal individuals and blindsight patients. Vision for action has also come (...)
    Download  
     
    Export citation  
     
    Bookmark   58 citations  
  18. Levels of explicability for medical artificial intelligence: What do we normatively need and what can we technically reach?Frank Ursin, Felix Lindner, Timo Ropinski, Sabine Salloch & Cristian Timmermann - 2023 - Ethik in der Medizin 35 (2):173-199.
    Definition of the problem The umbrella term “explicability” refers to the reduction of opacity of artificial intelligence (AI) systems. These efforts are challenging for medical AI applications because higher accuracy often comes at the cost of increased opacity. This entails ethical tensions because physicians and patients desire to trace how results are produced without compromising the performance of AI systems. The centrality of explicability within the informed consent process for medical AI systems compels an ethical reflection on the trade-offs. (...)
    Download  
     
    Export citation  
     
    Bookmark   8 citations  
  19. Understanding Cognition.Gordon Steenbergen - 2015 - Dissertation, Duke University
    Cognitive neuroscience is an interdisciplinary enterprise aimed at explaining cognition and behavior. It appears to be succeeding. What accounts for this apparent explanatory success? According to one prominent philosophical thesis, cognitive neuroscience explains by discovering and describing mechanisms. This "mechanist thesis" is open to at least two interpretations: a strong metaphysical thesis that Carl Craver and David Kaplan defend, and a weaker methodological thesis that William Bechtel defends. I argue that the metaphysical thesis is false and that the methodological thesis (...)
    Download  
     
    Export citation  
     
    Bookmark  
  20. Reliability of molecular imaging diagnostics.Elisabetta Lalumera, Stefano Fanti & Giovanni Boniolo - 2021 - Synthese (S23):5701-5717.
    Advanced medical imaging, such as CT, fMRI and PET, has undergone enormous progress in recent years, both in accuracy and utilization. Such techniques often bring with them an illusion of immediacy, the idea that the body and its diseases can be directly inspected. In this paper we target this illusion and address the issue of the reliability of advanced imaging tests as knowledge procedures, taking positron emission tomography in oncology as paradigmatic case study. After individuating a suitable notion of (...)
    Download  
     
    Export citation  
     
    Bookmark   3 citations  
  21. Understanding epistemic relevance.Luciano Floridi - 2008 - Erkenntnis 69 (1):69-92.
    Agents require a constant flow, and a high level of processing, of relevant semantic information, in order to interact successfully among themselves and with the environment in which they are embedded. Standard theories of information, however, are silent on the nature of epistemic relevance. In this paper, a subjectivist interpretation of epistemic relevance is developed and defended. It is based on a counterfactual and metatheoretical analysis of the degree of relevance of some semantic information i to an informee/agent a, as (...)
    Download  
     
    Export citation  
     
    Bookmark   29 citations  
  22. How tracking technology is transforming animal ecology: epistemic values, interdisciplinarity, and technology-driven scientific change.Rose Trappes - 2023 - Synthese 201 (4):1-24.
    Tracking technology has been heralded as transformative for animal ecology. In this paper I examine what changes are taking place, showing how current animal movement research is a field ripe for philosophical investigation. I focus first on how the devices alter the limitations and biases of traditional field observation, making observation of animal movement and behaviour possible in more detail, for more varied species, and under a broader variety of conditions, as well as restricting the influence of human presence and (...)
    Download  
     
    Export citation  
     
    Bookmark  
  23. Confidence in Consciousness Research.Matthias Michel - 2023 - WIREs Cognitive Science 14 (2):e1628.
    To study (un)conscious perception and test hypotheses about consciousness, researchers need procedures for determining whether subjects consciously perceive stimuli or not. This article is an introduction to a family of procedures called ‘confidence-based procedures’, which consist in interpreting metacognitive indicators as indicators of consciousness. I assess the validity and accuracy of these procedures, and answer a series of common objections to their use in consciousness research. I conclude that confidence-based procedures are valid for assessing consciousness, and, in most cases, (...)
    Download  
     
    Export citation  
     
    Bookmark   4 citations  
  24. Homophonic Reports and Gradual Communication.Claudia Picazo - 2021 - Pacific Philosophical Quarterly 103 (2):259-279.
    Pragmatic modulation makes contextual information necessary for interpretation. This poses a problem for homophonic reports and inter-contextual communication in general: of co-situated interlocutors, we can expect some common ground, but non-co-situated interpreters lack access to the context of utterance. Here I argue that we can nonetheless share modulated contents via homophonic reports. First, occasion-unspecific information is often sufficient for the recovery of modulated content. Second, interpreters can recover what is said with different degrees of accuracy. Homophonic reports and inter-contextual (...)
    Download  
     
    Export citation  
     
    Bookmark   2 citations  
  25. The Good Fit.Vida Yao - 2023 - Philosophy and Phenomenological Research (2):414-429.
    Philosophers are now wary of conflating the “fittingness” or accuracy of an emotion with any form of moral assessment of that emotion. Justin D’Arms and Daniel Jacobson, who originally cautioned against this “conflation”, also warned philosophers not to infer that an emotion is inaccurate from the fact that feeling it would be morally inappropriate, or that it is accurate from the fact that feeling it would be morally appropriate. Such inferences, they argue, risk committing “the moralistic fallacy”, a mistake (...)
    Download  
     
    Export citation  
     
    Bookmark   3 citations  
  26. Actual Causation: Apt Causal Models and Causal Relativism.Jennifer McDonald - 2022 - Dissertation, The Graduate Center, Cuny
    This dissertation begins by addressing the question of when a causal model is apt for deciding questions of actual causation with respect to some target situation. I first provide relevant background about causal models, explain what makes them promising as a tool for analyzing actual causation, and motivate the need for a theory of aptness as part of such an analysis (Chapter 1). I then define what it is for a model on a given interpretation to be accurate of, that (...)
    Download  
     
    Export citation  
     
    Bookmark   3 citations  
  27.  73
    A Novel Deep Learning-Based Framework for Intelligent Malware Detection in Cybersecurity.P. Selvaprasanth - 2024 - Journal of Science Technology and Research (JSTAR) 5 (1):666-669.
    With the proliferation of sophisticated cyber threats, traditional malware detection techniques are becoming inadequate to ensure robust cybersecurity. This study explores the integration of deep learning (DL) techniques into malware detection systems to enhance their accuracy, scalability, and adaptability. By leveraging convolutional neural networks (CNNs), recurrent neural networks (RNNs), and transformers, this research presents an intelligent malware detection framework capable of identifying both known and zero-day threats. The methodology involves feature extraction from static, dynamic, and hybrid malware datasets, followed (...)
    Download  
     
    Export citation  
     
    Bookmark  
  28. Complexity, Not Severity: Reinterpreting the Sliding Scale of Capacity.George Mellgard & Nada Gligorov - 2022 - Cambridge Quarterly of Healthcare Ethics 4 (31):506–517.
    In this article, we focus on the definition and application of the sliding scale of capacity. We show that the current interpretations of the sliding scale confound distinct features of the medical decision, such as its urgency, its severity, or its complexity, that do not always covary.We propose that the threshold for assessing capacity should be adjusted based solely on the cognitive complexity of the decision at hand. We further suggest that the complexity of a decision should be identified based (...)
    Download  
     
    Export citation  
     
    Bookmark  
  29. Smoke Detectors Using ANN.Marwan R. M. Al-Rayes & Samy S. Abu-Naser - 2023 - International Journal of Academic Engineering Research (IJAER) 7 (10):1-9.
    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, (...)
    Download  
     
    Export citation  
     
    Bookmark   1 citation  
  30. Timely Meditations?: Oswald Spengler’s Philosophy of History Reconsidered.Gregory Morgan Swer - 2018 - Prolegomena: Časopis Za Filozofiju 17 (2):137-154.
    This paper argues that the recent renewal of interest in the philosophy of Oswald Spengler, particularly concerning its warnings of the imminent demise of Western Civilisation, is misplaced. Arguments concerning the accuracy of his predictions or cultural analysis have overlooked the necessity of evaluating the coherence of the philosophical system that Spengler used to generate and justify his speculative declarations. Such an evaluation indicates a number of apparent contradictions at the heart of Spengler’s historical model. The attempt to resolve (...)
    Download  
     
    Export citation  
     
    Bookmark   6 citations  
  31. A Note on Cogito.Les Jones - manuscript
    Abstract A Note to Cogito Les Jones Blackburn College Previous submissions include -Intention, interpretation and literary theory, a first lookWittgenstein and St Augustine A DiscussionAreas of Interest – History of Western Philosophy, Miscellaneous Philosophy, European A Note on Cogito Descartes' brilliance in driving out doubt, and proving the existence of himself as a thinking entity, is well documented. Sartre's critique (or maybe extension) is both apposite and grounded and takes these enquiries on to another level. Let's take a look. 'I (...)
    Download  
     
    Export citation  
     
    Bookmark  
  32. A brief history of connectionism and its psychological implications.S. F. Walker - 1990 - AI and Society 4 (1):17-38.
    Critics of the computational connectionism of the last decade suggest that it shares undesirable features with earlier empiricist or associationist approaches, and with behaviourist theories of learning. To assess the accuracy of this charge the works of earlier writers are examined for the presence of such features, and brief accounts of those found are given for Herbert Spencer, William James and the learning theorists Thorndike, Pavlov and Hull. The idea that cognition depends on associative connections among large networks of (...)
    Download  
     
    Export citation  
     
    Bookmark   3 citations  
  33. Chances of Survival in the Titanic using ANN.Udai Hamed Saeed Al-Hayik & Samy S. Abu-Naser - 2023 - International Journal of Academic Engineering Research (IJAER) 7 (10):17-21.
    Abstract: The sinking of the RMS Titanic in 1912 remains a poignant historical event that continues to captivate our collective imagination. In this research paper, we delve into the realm of data-driven analysis by applying Artificial Neural Networks (ANNs) to predict the chances of survival for passengers aboard the Titanic. Our study leverages a comprehensive dataset encompassing passenger information, demographics, and cabin class, providing a unique opportunity to explore the complex interplay of factors influencing survival outcomes. Our ANN-based predictive model (...)
    Download  
     
    Export citation  
     
    Bookmark   1 citation  
  34. Pain and Infernal Pain in the Verses of Dante Alighieri.Gentian Vyshka - 2017 - AJMHS 48 (1/2):1-7.
    The Divine Comedy of Dante Alighieri, and its initial part of Inferno, includes several medical terms and descriptions, whose accuracy sometimes overcomes that of a layman. The genial poet has used locutions illustrating pain and sorrow more than forty times in Inferno alone, with words like dolor, dolente and doloroso, that have caused perplexity among translators. The panoply of translations – here we are dealing only with the English versions – will prove that not only the contextual meaning but (...)
    Download  
     
    Export citation  
     
    Bookmark  
  35. La valeur de l'incertitude : l'évaluation de la précision des mesures physiques et les limites de la connaissance expérimentale.Fabien Grégis - 2016 - Dissertation, Université Sorbonne Paris Cité Université Paris.Diderot (Paris 7)
    Abstract : A measurement result is never absolutely accurate: it is affected by an unknown “measurement error” which characterizes the discrepancy between the obtained value and the “true value” of the quantity intended to be measured. As a consequence, to be acceptable a measurement result cannot take the form of a unique numerical value, but has to be accompanied by an indication of its “measurement uncertainty”, which enunciates a state of doubt. What, though, is the value of measurement uncertainty? What (...)
    Download  
     
    Export citation  
     
    Bookmark  
  36. W poszukiwaniu ontologicznych podstaw prawa. Arthura Kaufmanna teoria sprawiedliwości [In Search for Ontological Foundations of Law: Arthur Kaufmann’s Theory of Justice].Marek Piechowiak - 1992 - Instytut Nauk Prawnych PAN.
    Arthur Kaufmann is one of the most prominent figures among the contemporary philosophers of law in German speaking countries. For many years he was a director of the Institute of Philosophy of Law and Computer Sciences for Law at the University in Munich. Presently, he is a retired professor of this university. Rare in the contemporary legal thought, Arthur Kaufmann's philosophy of law is one with the highest ambitions — it aspires to pinpoint the ultimate foundations of law by explicitly (...)
    Download  
     
    Export citation  
     
    Bookmark   2 citations  
  37. Advancements in AI for Medical Imaging: Transforming Diagnosis and Treatment.Zakaria K. D. Alkayyali, Ashraf M. H. Taha, Qasem M. M. Zarandah, Bassem S. Abunasser, Alaa M. Barhoom & Samy S. Abu-Naser - 2024 - International Journal of Academic Engineering Research(Ijaer) 8 (8):8-15.
    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, (...)
    Download  
     
    Export citation  
     
    Bookmark  
  38. Standards for Belief Representations in LLMs.Daniel A. Herrmann & Benjamin A. Levinstein - 2024 - Minds and Machines 35 (1):1-25.
    As large language models (LLMs) continue to demonstrate remarkable abilities across various domains, computer scientists are developing methods to understand their cognitive processes, particularly concerning how (and if) LLMs internally represent their beliefs about the world. However, this field currently lacks a unified theoretical foundation to underpin the study of belief in LLMs. This article begins filling this gap by proposing adequacy conditions for a representation in an LLM to count as belief-like. We argue that, while the project of belief (...)
    Download  
     
    Export citation  
     
    Bookmark   2 citations  
  39. Edited Transcript of the Class (Dr. of 6-L Dg).Maxson J. McDowell, Joenine E. Roberts & Rachel McRoberts - manuscript
    (NOTE: This is a transcript of the class. FOR THE FULL PAPER please click on "Maxson J McDowell" above.) An edited transcript of an experiment performed within a class on dream interpretation. Knowing only the dreamer’s age and gender, we interpreted his dream from its text. Our interpretation included predictions about the dreamer's psychological issues, and about his defenses. It also identified a series of jokes within the dream which would tend to penetrate the dreamer's defenses. When we had finished (...)
    Download  
     
    Export citation  
     
    Bookmark  
  40. Harnessing Artificial Intelligence to Enhance Medical Image Analysis.Malak S. Hamad, Mohammed H. Aldeeb, Mohammed M. Almzainy, Shahd J. Albadrasawi, Musleh M. Musleh, Bassem S. Abu-Nasser & Samy S. Abu-Naser - 2024 - International Journal of Academic Health and Medical Research (IJAHMR) 8 (9):1-7.
    Abstract: The integration of Artificial Intelligence (AI) into medical imaging marks a transformative advancement in healthcare, significantly enhancing diagnostic accuracy, efficiency, and patient outcomes. This paper delves into the application of AI technologies in medical image analysis, with a particular focus on techniques such as convolutional neural networks (CNNs) and deep learning models. We examine how these technologies are employed across various imaging modalities, including X-rays, MRIs, and CT scans, to improve disease detection, image segmentation, and diagnostic support. Furthermore, (...)
    Download  
     
    Export citation  
     
    Bookmark  
  41. Kuhn, Values and Academic Freedom.Howard Sankey - 2021 - Logos and Episteme 12 (4):463-467.
    For Kuhn, there are a number of values which provide scientists with a shared basis for theory-choice. These values include accuracy, breadth, consistency, simplicity and fruitfulness. Each of these values may be interpreted in different ways. Moreover, there may be conflict between the values in application to specific theories. In this short paper, Kuhn's idea of scientific values is extended to the value of academic freedom. The value of academic freedom may be interpreted in a number of different ways. (...)
    Download  
     
    Export citation  
     
    Bookmark  
  42.  41
    AUTOMATED PNEUMONIA DETECTION USING DEEP LEARNING AND CHEST X-RAY IMAGES.K. Mahesh - 2024 - International Journal of Engineering Innovations and Management Strategies, 1 (5):1-14.
    Pneumonia is a serious respiratory infection that poses significant health risks, particularly if not diagnosed and treated promptly. Traditional methods of pneumonia diagnosis rely on the manual interpretation of chest X-ray images by radiologists, a process that can be time-consuming, subjective, and error-prone, especially in regions with limited access to experienced medical professionals. To address these challenges, this study explores the development of an automated deep learning-based system for pneumonia detection using chest X-ray images. The results demonstrate that the deep (...)
    Download  
     
    Export citation  
     
    Bookmark  
  43. Resisting the Present: Biopower in the Face of the Event (Some Notes on Monstrous Lives).Thomas Clément Mercier - 2019 - CR: The New Centennial Review 19 (3):99-128.
    In its hegemonic definition, biopolitical governmentality is characterised by a seemingly infinite capacity of expansion, susceptible to colonise the landscape and timescape of the living present in the name of capitalistic productivity. The main trait of biopower is its normative, legal and political plasticity, allowing it to reappropriate critiques and resistances by appealing to bioethical efficacy and biological accuracy. Under these circumstances, how can we invent rebellious forms-of-life and alternative temporalities escaping biopolitical normativity? In this essay, I interrogate the (...)
    Download  
     
    Export citation  
     
    Bookmark  
  44. A Bayesian Solution to Hallsson's Puzzle.Thomas Mulligan - 2023 - Inquiry: An Interdisciplinary Journal of Philosophy 66 (10):1914-1927.
    Politics is rife with motivated cognition. People do not dispassionately engage with the evidence when they form political beliefs; they interpret it selectively, generating justifications for their desired conclusions and reasons why contrary evidence should be ignored. Moreover, research shows that epistemic ability (e.g. intelligence and familiarity with evidence) is correlated with motivated cognition. Bjørn Hallsson has pointed out that this raises a puzzle for the epistemology of disagreement. On the one hand, we typically think that epistemic ability in an (...)
    Download  
     
    Export citation  
     
    Bookmark  
  45.  98
    Heart Disease Prediction Using Machine Learning Techniques.D. Devendran - 2025 - Journal of Science Technology and Research (JSTAR) 6 (1):1-17.
    Heart disease remains one of the leading causes of mortality worldwide. Early prediction and diagnosis are critical in preventing severe outcomes and improving the quality of life for patients. This project focuses on developing a robust heart disease prediction system using machine learning techniques. By analyzing a comprehensive dataset consisting of various patient attributes such as age, sex, blood pressure, cholesterol levels, and other medical parameters, the system aims to predict the likelihood of a patient having heart disease. The project (...)
    Download  
     
    Export citation  
     
    Bookmark  
  46.  89
    Leveraging Machine Learning Algorithms for Medical Image Classification Introduction.Ugochukwu Llodinso - manuscript
    The use of machine learning to medical image classification has seen significant development and implementation in the last several years. Computers can learn to identify patterns, make predictions, and use data to inform their judgements; this capability is known as machine learning, a branch of Artificial intelligence (AI). Classifying images according to their contents allows us to do things like identify the type of sickness, organ, or tissue depicted. Medical picture classification and interpretation using machine learning algorithms has greatly improved (...)
    Download  
     
    Export citation  
     
    Bookmark  
  47. Maimonides and the Pre-Maimonidean Jewish Philosophical Tradition According to Hermann Cohen.Aaron W. Hughes - 2010 - Journal of Jewish Thought and Philosophy 18 (1):1-26.
    This paper examines Hermann Cohen's idiosyncratic construction of a medieval Jewish philosophical tradition, focusing primarily, though not exclusively, on his Charakteristik der Ethik Maimunis . This construction, not unlike modern accounts, is filtered through the central place of Maimonides. For Cohen, however, Maimonides' centrality is defined not by his systematization of Aristotelianism, but by his elevation of ethics over metaphysics. The ethical and pantheistic concerns of Maimonides' precursors, according to this reading, anticipate his uniqueness. Whereas Shlomo ibn Gabirol's pantheistic doctrine (...)
    Download  
     
    Export citation  
     
    Bookmark  
  48.  24
    Explainable transformers in financial forecasting.Govindaraj Vasanthi - 2023 - World Journal of Advanced Research and Reviews 20 (02):1434–1441.
    This study presents a novel transformer-based model specifically designed for financial forecasting, integrating explainability mechanisms such as SHAP (SHapley Additive exPlanations) values and attention visualizations to enhance interpretability. Unlike previous models, which often compromise between accuracy and transparency, our approach balances predictive accuracy with interpretability, allowing stakeholders to gain deeper insights into the factors driving market changes. By revealing critical market influences through feature importance and attention maps, this model provides both robustness and transparency, catering to (...)
    Download  
     
    Export citation  
     
    Bookmark   1 citation  
  49.  61
    Leveraging Explainable AI and Multimodal Data for Stress Level Prediction in Mental Health Diagnostics.Destiny Agboro - 2025 - International Journal of Research and Scientific Innovation.
    The increasing prevalence of mental health issues, particularly stress, has necessitated the development of data-driven, interpretable machine learning models for early detection and intervention. This study leverages multimodal data, including activity levels, perceived stress scores (PSS), and event counts, to predict stress levels among individuals. A series of models, including Logistic Regression, Random Forest, Gradient Boosting, and Neural Networks, were evaluated for their predictive performance. Results demonstrated that ensemble models, particularly Random Forest and Gradient Boosting, performed significantly better compared to (...)
    Download  
     
    Export citation  
     
    Bookmark  
  50.  99
    AI in Climate Change Mitigation.Mohammad Alnajjar, Mohammed Hazem M. Hamadaqa, Mohammed N. Ayyad, Bassem S. Abu-Nasser & Samy S. Abu-Naser - 2024 - International Journal of Academic Engineering Research (IJAER) 8 (10):31-37.
    Abstract: Climate change presents a critical challenge that demands advanced analytical tools to predict and mitigate its impacts. This paper explores the role of artificial intelligence (AI) in enhancing climate modeling, emphasizing how AI-driven methods are revolutionizing our understanding and response to climate change. By integrating machine learning algorithms with diverse data sources such as satellite imagery, historical climate records, and real-time sensor data, AI improves the accuracy, efficiency, and granularity of climate predictions. The paper reviews key AI techniques, (...)
    Download  
     
    Export citation  
     
    Bookmark  
1 — 50 / 986