Brain-related diseases are among the most difficult diseases due to their sensitivity, the difficulty of performing operations, and their high costs. In contrast, the operation is not necessary to succeed, as the results of the operation may be unsuccessful. One of the most common diseases that affect the brain is Alzheimer’s disease, which affects adults, a disease that leads to memory loss and forgetting information in varying degrees. According to the condition of each patient. For these reasons, it is important (...) to classify memory loss and to know the patient at what level and his assessment of Alzheimer's disease through CT scans of the brain. In this thesis, we review ways and techniques to use deep learning classification to classifying the Alzheimer's Disease The proposed method used to improve patient care, reduce costs, and allow fast and reliable analysis in large studies. The model will be designed using Python language for implementing the system, which is very useful for doctors, classifying the Alzheimer's Disease, was used. The model used 70% from image for training and 30% from image for validation, our trained model achieved an accuracy of 100% on a held-out test set. (shrink)

In fact, people get neck problems due to something such as sports or woke and Wrong sleep habits. In this paper an expert system was designed to help users to correctly diagnose neck problems world (muscle spasm, Muscle aches, Meningitis, herniated cervical disc, Fibromyalgia, Cervical spondylosis, Trigger points) with some information about the disease and self-care. Java language was used to design and implement this expert system.

A pineapple is a tropical plant with eatable leafy foods most monetarily critical plant in the family Bromeliaceous. The pineapple is native to South America, where it has been developed for a long time. The acquaintance of the pineapple with Europe in the seventeenth century made it a critical social symbol of extravagance. Since the 1820s, pineapple has been industrially filled in nurseries and numerous tropical manors. Further, it is the third most significant tropical natural product in world creation. In (...) the twentieth century, Hawaii was a prevailing maker of pineapples, particularly for the US, be that as it may, by 2016, Costa Rica, Brazil, and the Philippines represented almost 33% of the world's creation of pineapples. In this paper, machine learning based approach is presented for identifying type pineapple with a dataset that contains 1,311images use 946 images for training, 197 images for validation and 168 images for testing. A deep learning technique that extensively applied to image recognition was used. use 70% from image for training and 30% from image for validation. Our trained model achieved an accuracy of 100% on a heldout test set. (shrink)

Abstract: The incorporation of Artificial Intelligence (AI) into educational technology has dramatically transformed learning through Intelligent Tutoring Systems (ITS). These systems utilize AI to offer personalized, adaptive instruction tailored to each student's needs, thereby improving learning outcomes and engagement. This paper examines the development and impact of ITS, focusing on AI technologies such as machine learning, natural language processing, and adaptive algorithms that drive their functionality. Through various case studies and applications, it illustrates how ITS have revolutionized traditional educational methods (...) and addresses the challenges and limitations, including data privacy and system biases. The discussion also covers future directions in ITS development, highlighting emerging trends and potential advancements. The goal is to provide a thorough understanding of how ITS use AI to enhance educational experiences and suggest avenues for future research in this evolving field. (shrink)

The concept of an individual, liberal data subject, who was traditionally at the centre of data protection efforts has recently come under scrutiny. At the same time, the particularly destructive effect of digital technology on Black people establishes the need for an analysis that not only considers but brings racial dimensions to the forefront. I argue that because Afrofuturism situates the Black struggle in persistent, yet continuously changing structural disparities and power relations, it offers a powerful departure point for re-imagining (...) data protection. Sketching an Afrofuturist data subject then centres on radical subjectivity, collectivity, and contextuality. (shrink)

Papaya is a tropical fruit with a green cover, yellow pulp, and a taste between mango and cantaloupe, having commercial importance because of its high nutritive and medicinal value. The process of sorting papaya fruit based on maturely is one of the processes that greatly determine the mature of papaya fruit that will be sold to consumers. The manual grading of papaya fruit based on human visual perception is time-consuming and destructive. The objective of this paper is to the status (...) classification of papaya fruits if it's mature or partially matured or unmatured. A deep learning technique that was extensively applied to image recognition was used. The trained model achieved an accuracy of 100% on a held-out test set, demonstrating the feasibility of this approach. Classification model of VGG16 achieved a 100% accuracy and 112 seconds of training time. (shrink)

François Lamy, a Benedictine monk and Cartesian philosopher whose extensive relations with Arnauld, Bossuet, Fénélon, and Malebranche put him into contact with the intellectual elite of late-seventeenth-century France, authored the very first detailed and explicit refutation of Spinoza’s Ethics in French, Le nouvel athéisme renversé. Regrettably overlooked in the secondary literature on Spinoza, Lamy is an interesting figure in his own right, and his anti-Spinozist work sheds important light on Cartesian assumptions that inform the earliest phase of Spinoza’s (...) critical reception in the seventeenth-century. I begin by presenting Lamy’s life and the contentious state of Spinoza’s French reception in the 1680 and 1690s. I then discuss a central argument in Lamy’s refutation, namely the Cartesian objection that Spinoza’s account of the conceptual independence of attributes is incompatible with the theory of substance monism. Contrasting Lamy’s objection with questions put to Spinoza by de Vries and Tschirnhaus, I maintain that by exhibiting the direction Spinoza’s views on substance and attribute took in maturing we may accurately assess the strength of Spinoza’s position vis-à-vis his Cartesian objector, and I argue that, in fact, Spinoza’s mature account of God as an expressive ens realissimum is not vulnerable to Lamy’s criticism. In conclusion, I turn to Lamy’s objection that Spinoza’s philosophy is question-begging in view of Spinoza’s account of God, and I exhibit what this point of criticism tells us about the intentions of the first French Cartesian rebuttal of the Ethics. (shrink)

This work aims at an initial description of prepositionless genitives in the Romance variety of San Marco in Lamis, spoken in the Southern Italian region of Apulia. The construction will be compared with other Romance, Semitic, Albanian, and Iranian varieties whereby the expression of possession is connected to the presence of D elements, or to morphology stemming from them. The paper deals, in particular, with the behaviour of the construction with elements such as definite and indefinite articles, demonstratives, proper names, (...) and with how pre-nominal adjectival modification of genitives and post-nominal adjectival modification of heads can only occur in the prepositional kind of the construction. This is also the case with demonstratives preceding heads and genitives in the form raised nominals. It will be seen that genitives are only interpreted as such when they are non-raised, i.e. when they are articled. The pre-genitival article is thus understood to be a pivotal element in the interpretation of the second DP as genitival. (shrink)

Robert M. Adams claims that Leibniz’s rehabilitation of the doctrine of incomplete entities is the most sustained effort to integrate a theory of corporeal substances into the theory of simple substances. I discuss alternative interpretations of the theory of incomplete entities suggested by Marleen Rozemond and Pauline Phemister. Against Rozemond, I argue that the scholastic doctrine of incomplete entities is not dependent on a hylomorphic analysis of corporeal substances, and therefore can be adapted by Leibniz. Against Phemister, I claim that (...) Leibniz did not reduce the passivity of corporeal substances to modifications of passive aspects of simple substances. Against Adams, I argue that Leibniz’s theory of the incompleteness of the mind cannot be understood adequately without understanding the reasons for his assertion that matter is incomplete without minds. Composite substances are seen as requisites for the reality of the material world, and therefore cannot be eliminated from Leibniz’s metaphysics. (shrink)

Studying the neural correlates of conscious awareness depends on a reliable comparison between activations associated with awareness and unawareness. One particularly difficult confound to remove is task performance capacity, i.e. the difference in performance between the conditions of interest. While ideally task performance capacity should be matched across different conditions, this is difficult to achieve experimentally. However, differences in performance could theoretically be corrected for mathematically. One such proposal is found in a recent paper by Lamy, Salti and Bar-Haim (...) [Lamy D, Salti M, Bar-Haim Y. Neural correlates of subjective awareness and unconscious processing: an ERP study. J Cognitive Neurosci 2009,21:1435-46], who put forward a corrective method for an electroencephalography experiment. We argue that their analysis is essentially grounded in a version of High Threshold Theory, which has been shown to be inferior in general to Signal Detection Theory. We show through a series of computer simulations that their correction method only partially removes the influence of perfor- mance capacity, which can yield misleading results. We present a mathematical correction method based on Signal Detection Theory that is theoretically capable of removing performance capacity confounds. We discuss the limitations of mathemati- cally correcting for performance capacity confounds in imaging studies and its impact for theories about consciousness. (shrink)

The advance of mechanism in science and philosophy in the 17th century created a great interest to machines or automata. Leibniz was no exception - in an early memoir Drôle de pensée he wrote admiringly about a machine that could walk on water, exhibited in Paris. The idea of automatic processing in general had a large role in his thought, as can be seen, for example, in his invention of the binary code and the so-called Calculemus!-model for solving controversies. In (...) metaphysics, the idea of an automata was expressed most clearly in the 1695 article New System of the Nature of Substances and their Communication, and the ensuing correspondence with, among others, Foucher, Bayle, Lamy, Jaquelot and Masham. In the article Leibniz discusses the soul as a spiritual machine in the context of pre-established harmony, arguing that God can "give to a substance at the outset a nature or internal force which could produce in it an orderly way (as in spiritual or formal automaton; but a free one, in the case of a substance which is endowed with a share of reason) everything that is going to happen to it, that is to say, all the appearances or expressions it is going to have, and all without the help of any created thing." The basic idea of Leibniz's spiritual machine is that the soul or entelechy is an autonomous and spontaneous unity, consisting of internal active force and producing its own perceptions (both confused and distinct). It is a self-moving machine, driven by its perceptions and appetites, but it follows (without being conscious of it) a lawful series or programme created by God. The entelechy remains the same despite undergoing an infinite number of changes. To Foucher he explained that each state of the individual substance is a consequence of its preceding one, "as if there were only God and the substance in the world". Despite this, the spiritual machine is related not only to God, but through the pre-established harmony to bodies or natural machines. However, as it is not dependent on them, the spiritual machine is superiot to natural machines. In this paper I concentrate on three moral themes related to the spiritual machine: moral deliberation, moral identity and the goal of moral action. All these themes are more or less implicit in the New System, but are discussed in more detail in the ensuing correspondence after the publication of the article. Finally, the themes are given an extended discussion especially in the second book of New Essays on Human Understanding (1704, published 1765), written partly at the same time as some of the correspondence and unpublished related material. I will first give an overview of Leibniz's position concerning the spiritual machine or automaton in the New System and then go on to explore the three moral themes one by one, as they feature in the subsequent correspondence and in the New Essays. I will show that the three topics are essential to the function of the spiritual machine – to Sophie Charlotte Leibniz wrote: "...let us say that everything in bodies happens mechanically, or in accordance with laws of motion, and that everything in the soul happens morally, or in accordance with perceived good or evil." There are many texts that anticipate the views in the New System (notably the unpublished memoir De Affectibus of 1679) and Leibniz continued to discuss its themes later on (in addition to correpondence, for example, in Theodicy of 1710 and Monadology and Principles of Nature and Grace of 1714). Here I focus on the short-term development of Leibniz's views on the topic (around 1695-1705), but I argue that his basic view of the spiritual machine did not change much after finishing the dialogue with Locke in 1704. (shrink)

The aim of this dissertation is an analysis of agreement in relation to genitival constructions. It proposes that the Apulian non-prepositional enitives of San Marco in Lamis can be described as regulated by a definiteness agreement mechanism manifesting itself in the necessity of articled heads (excluding vocatives) and genitival nouns, coupled with an adjacency requirement which limits the realization of post-nominal modifiers of the head in a post-genitival position, where they might only refer to the genitive noun. This work thus (...) proposes that such agreement for definiteness is the same holding in Romanian non-al genitives which result in the linker construction when agreement is disrupted. In chapter 1 we thus introduce Kartvelian genitives by Suffixaufnahme which notoriously represent a genitive-head noun morphological agreement phenomenon. Plank (1995) also shows that in a series of genitives, Suffixaufnahme shows up only on the last one, demonstrating that when it comes to agreement in genitives, local dynamics of sorts are often at stake (as it happens with the Costruct State). In 2 we move to linkers; linkers have been connected to agreement in Suffixaufnahme genitives at least since Plank (1995) and later works such as Larson and Yamakido (2006), Manzini et al (2016), and Manzini (2018), according to which linkers can be assimilated to agreement. In fact, in synthetic systems such as Romanian and Aromanian, Albanian and Arbëresh, and Kurdish varieties, linkers agree for φ with either the head or the genitive noun. Giurgea and Dobrovie-Sorin (2013: 126) further show that in Romanian non-linker constructions possessives agree for case with the head noun. In linker constructions, agreement for case is not present: it’s the linker itself which agrees with the head noun, this time for φ. Chapter 3 deals with genitival modification in Hebrew and a number of Arabic varieties. It proposes that the pseudoprepositions found in Arabic varieties are nouns in the Construct State. This was previously proposed for Palestinian Arabic in Mohammad (1999), which also shows that such elements agree for φ with the modified noun. 3.2 takes into account the Semitic preposition l-, dealing with the question of whether this lement can be characterized as possessive and locative as it happens for Romance a. 4 analyzes Apulian non-prepositional genitives and proposes as anticipated that the necessity of articled nouns in the construction is to be linked to an agreement relation taking place via D. Lastly, 5 subsumes the conclusions of this work. (shrink)

We investigate adverbial agreement in Sandəmarkesə (S. Marco in Lamis, Apulia) proposing phase-bound, local agreement relations, reducible to coordination, as in past and absolute participial constructions, suggesting a copulaless analysis where arguments are subjects in a small clause. With disjunct nominals with matching φ-features, the adverb agrees separately with each part in the set, otherwise resulting in ‘non-agreeing’ forms, which we test also with negative polarity items (niʃun-, ‘nobody’ and nentə, ‘nothing’). With fragment answers, the negation scopes over adverbs agreeing (...) with the two proposed topics: matching of the φ-features of both nouns values the negative operator with the same features. In fronted adverbs, agreement occurs when the question contains overt coordinated arguments, elements continuing a chain, and if coordinated arguments have matching φ-features. In agreement in topical contexts with fronted adverbs, agreement occurs with the aboutness-shift topic closely preceding them, rather than with the embedded direct object. (shrink)

We investigate the morphosyntax of qualitative binominal constructions (QBCs) in a Southern Italo-Romance language from the Apulian town of San Marco in Lamis. QBCs are complex noun phrases like ‘a jewelN1 of a villageN2’, appearing here prepositionally (with the preposition də, ‘of’, allowing definites, indefinites, and demonstratives) and non-prepositionally (only allowing definites with definite articles and not proper names). We propose that in the latter, a categorial match in the determiner layer, which we call ‘match D’, relates N1 and N2. (...) N1 is embedded as a noun, allowing for: 1) the recursive DP strategy of non-prepositional genitives, and 2) the extension of this mechanism to QBCs. This leads to the impossibility of syntactic extraction, which we connect to the concept of phase. With non-denominal N1s, N1’s article is treated as a head-agreeing adjectival linker, forming a constituent with the modifier but agreeing with the head. A phrase is interpreted as a QBC if N1 and N2 share the same number features and if the features of N1 do not allow for it to be interpreted as the possessum of N2 . We also discuss external agreement with the construction, presenting data supporting the relevance of the [+HUMAN] feature for agreement relations. (forthcoming, Italian Journal of Linguistics). (shrink)

The impermanence of human affairs is a major theme in Spinoza’s discussions of political histories, and from our present-day perspective it is both intriguing and ironic to see how this very theme has played out in the evolving fate of Spinoza’s association with atheism. While Spinoza’s contemporaries charged him with atheism in order to impugn his philosophy (and sometimes his character), in our times many lay readers and some scholars portray Spinoza as an atheist in order to commemorate his role (...) as a founder of modern secularism. In this paper, I will argue that Spinoza deserves neither vilification nor praise for being an atheist, for the simple reason that he was not one (unless one employs the term ‘atheism’ in a very peculiar sense). I have chosen the current topic as my contribution to a volume focused on the TTP, the Ethics, and their interrelations because it is precisely these two books which brought about the common reactionary accusation of atheism by Spinoza’s contemporaries. Addressing Spinoza’s 1663 book, Descartes’ Principles of Philosophy, Bayle writes: “Spinoza appears as orthodox in that book about the nature of God.” As we shall shortly see, Descartes too was accused of atheism by some of his contemporaries (though not so by Bayle). The latter designates his target quite explicitly: “[Spinoza’s] Tractatus Theologico Politicus, printed in Amsterdam, in the year 1670, is a pernicious and execrable book which contains all the seeds of the Atheism he plainly discovered in his Opera Posthuma.” François Lamy, in his 1696 Le nouvel athéisme renversé, also focused on the Ethics and the TTP in his attack on Spinoza’s atheism. Bayle’s reference to the Opera Posthuma is ostensibly targeting the Ethics at least primarily, if not uniquely. Even the most suspicious and distrustful mind would have to labor hard in order to find atheism in the Hebrew Grammar, or even in the Tractatus Politicus where Spinoza argues that it is not within the power, and hence right, of the commonwealth to induce people to adopt utterly absurd beliefs, such as “that the whole is greater than its part or that God does not exist.” The TTP and the Ethics are the works where Spinoza launches his merciless attack on anthropocentric thinking and anthropomorphic religion. Spinoza’s panentheism (“quicquid est, in Deo est”) constitutes the metaphysical foundation of the Ethics, and it is repeatedly and clearly alluded to in the TTP. Since it is these two elements – (1) Spinoza’s open assertions of panentheism and (2) his critique of andromorphic conceptions of God – which are the historical grounds for the atheism charge, it seems natural that the merit of this charge should be decided primarily by examination of these two foundational works. I will proceed in the following manner. In the first part of the paper, we will make our first acquaintance with the imputation of atheism by Spinoza’s contemporaries and Spinoza’s response to the charge (or lack thereof). In the second part, I discuss three broad strategies, or hermeneutic avenues, that have been pursued to impute atheism to Spinoza. The first of the three was dominant in Spinoza’s time, while the latter two were employed more recently. These strategies are not mutually exclusive and we can find occasionally various combinations of different shades of these three strategies. In this part, I will also raise some preliminary questions about the cogency of the hermeneutics employed by each strategy. In the third and fourth parts of the paper, I will discuss a small selection of key texts from the Ethics and the TTP, respectively, and argue that the atheist readings fail to make sense of these key passages (unless one adopts an extreme hermeneutics of suspicion which could allegedly find any view harbored in any text). Let me stress that this selection of passages is far from comprehensive, and that dozens of other passages can be adduced to establish the very same point. I hope by the end of the fourth part to convince the reader of the deep problems besetting the atheist readings. In the fifth and last part, I show that both panentheism and the critique of anthropomorphic religion and anthropomorphic conceptions of providence were quite common within rabbinic discourse. Thus, I will argue that if we are not in the business of announcing that both Maimonides and the Kabbalists were atheists, we should avoid the same imputation to Spinoza. Underlying my argument in this final part is the claim that at least some perceptions of Spinoza as an atheist are instances of what could be termed conceptual colonialism, i.e. the enforcement of the categories of a hegemonic culture (in this case, Western Christianity ) on minority cultures (in the current case, rabbinic Judaism). To be clear, this attitude need not be motivated by ill intentions or racism. It is always tempting and easy to explain the unfamiliar through the familiar, but conceptual stagnation and insistence on imposing the categories of the familiar on other cultures may quickly lead to deep distortion and blindness, despite one’s best intentions. Unless one is exceedingly careful to avoid the – completely natural – temptation to impose one’s own categories on a foreign culture (and to look for the coin only under the street light), one is likely to end up with distorted conceptions of the relevant alien culture, despite one’s best intentions. (shrink)