Resumo A transferência de embriões em bovinos tem o objetivo principal de aprimorar o melhoramento genético e otimizar a reprodução bovina A importância dessa prática é destacada pela sua contribuição para a maximização de características desejadas nos rebanhos, como qualidade de carne, eficiência reprodutiva e resistência a condições ambientais adversas. Este trabalho descreve e analisa as técnicas avançadas utilizadas nesse processo, incluindo seleção genômica, sexagem de embriões, produção in vitro, protocolos não cirúrgicos, sincronização reprodutiva, criopreservação de embriões e uso de (...) marcadores de fertilidade. A compreensão aprofundada dessas técnicas é fundamental para o sucesso da transferência de embriões, bem como para a capacidade de personalizar e aprimorar as características específicas dos rebanhos. Enfatizando a importância da expertise de profissionais especializados em reprodução bovina, este trabalho busca oferecer uma visão abrangente das práticas atuais e avanços tecnológicos nesse campo. Ao unir ciência e prática, torna-se importante a comparação de técnicas, bem como relacionar resultados eficientes para promover qualidade genética, trazer a sustentabilidade e envolver a técnica em um cenário atualizado da indústria. Palavras-chave: Embriões; Hormônio; Reprodutor. -/- Abstract Embryo transfer into cattle has the main objective of improving genetic improvement and optimizing bovine reproduction. The importance of this practice is highlighted by its contribution to maximizing desired characteristics in herds, such as meat quality, reproductive efficiency and resistance to environmental conditions adverse. This work describes and analyzes the advanced techniques used in this process, including genomic selection, embryo sexing, in vitro production, non-surgical protocols, reproductive synchronization, embryo cryopreservation and the use of fertility markers. An in-depth understanding of these techniques is critical to the success of embryo transfer, as well as the ability to customize and enhance specific herd characteristics. Emphasizing the importance of the expertise of professionals specialized in bovine reproduction, this work seeks to offer a comprehensive view of current practices and technological advances in this field. When combining science and practice, it becomes important to compare techniques, as well as relate efficient results to promote genetic quality, bring sustainability and involve the technique in an updated industry scenario. Keywords: Embryos; Hormone; Reproducer. -/- REFERÊNCIAS BIBLIOGRÁFICAS ABIEC. Associação Brasileira das Indústrias Exportadoras de Carnes. Beef Report. Perfil da Pecuária no Brasil. v.6, p. 7, 2021. ALVAREZ, R. Transfer of blastocysts derived short-term in culture of quality morulae in vivo. Domestic Animals. v.9, p. 790, 2007. ALVES, N. G. Atividade Ovariana em Fêmeas Bovinas da Raça Holandesa e Mestiças Holandês x Zebu, Durante Dois Ciclos Estrais Normais Consecutivos. Revista Zootecnia. v.7, p. 86, 2002. ANDRADE, J. Use of hormone treatments to superovulation Nelore donors. Reproduction Science. v.9, p. 70, 2002. Associação Brasileira de Inseminação Artificial (ASBIA). Index Asbia 2021. v.7, p. 6, 2021. Associação Brasileira de Inseminação Artificial (ASBIA). Index ASBIA Mercado, v.8, p. 6, 2019. BARROS, C. M. Tratamentos superestimulatórios utilizados em protocolos para a transferência de embriões bovinos. Acta Scientiae Veterinariae. v.9, p.8, 2007. BARUSELLI, P. S. Avaliação do mercado de IATF no Brasil. Boletim Eletrônico do Departamento de Reprodução Animal – FMVZ/USP, 1. ed., v.8, p.7, 2019. BARUSELLI, P. S.; CATUSSI, B. L. C.; ABREU, L. A.; ELLIFF, F. M.; SILVA, L. G.; BATISTA, E. S.; CREPALDI, G. A. Evolução e perspectivas da Inseminação Artificial em bovinos. Revista Brasileira de Reprodução Animal, v.43, n.2, p.308-314, 2019. 13 BARUSELLI, P. S. IATF gera ganhos que superam R$ 3,5 bilhões nas cadeias de produção de carne e de leite. Boletim Eletrônico do Departamento de Reprodução Animal/FMVZ/USP, 2.ed., v.8, n.8, p.7, 2019. BINELLI, M. Anti-luteolytic to improve in cattle. Acta Scientiae Veterinariae. v.9, p.8, 2001. BÓ, G. A. Manipulação hormonal do ciclo estral em doadoras e receptoras de embrião bovino. Acta Scientiae Veterinariae. v.9, p.7, 2004. BÓ, G.; MAPLETOFT, R. Evaluation and of bovine. Animal Reproduction. v.8, p.9, 2013. BUSS, V. Efeito da dose e momento da administração de eCG em protocolos de IATF aplicados e vacas de corte em anestro. Universidade Federal do Pampa, Dissertação – Programa de Pós-Graduação em Ciência Animal, v.8, n.8, p.9, 2020. Centro de Estudos Avançados em Economia Aplicada (CEPEA). Boletim do leite. São Paulo, Ano 25, n.286, 2019. CHAVES, D. F.; ALVES, M. J. Protocolo de receptoras de embriões: índices de aproveitamento de corpo lúteo e taxa de prenhez. Animal Reproduction. v.9, p.7, 2023. DA SILVA, Emanuel Isaque Cordeiro. Fisiologia Clínica do Ciclo Estral de Vacas Leiteiras: Desenvolvimento Folicular, Corpo Lúteo e Etapas do Estro. 2020. DA SILVA, Emanuel Isaque Cordeiro. Transferência de Embriões nos Animais e a Indústria de Embriões no Brasil. 2020. DALCIN, L.; LUCCI, C. M. Criopreservação de embriões de animais de produção: princípios criobiológicos e estado atual. Rev. Bras. Reprod. Anim. v.7, p.7, 2010. DANTAS, K. S. A. Seleção de receptoras em um programa de transferência de embriões (PIVE) em bovinos no nordeste do Brasil. Ciência Animal. v.9, p.7, 2018. D’AVILA, C. A.; MORAES, F. P.; LUCIA J. R. T.; GASPERIN, B. G. Hormônios utilizados na indução da ovulação em bovinos – Artigo de revisão. Revista Brasileira de Reprodução Animal, v.43, n.4, p.797-802, 2019. DEMÉTRIO, D. G. B. Colheita e transferência de embriões bovinos. Dissertação (Mestrado em Reprodução Animal) – Faculdade de Medicina Veterinária e Zootecnia da UNESP, Campus de Botucatu, São Paulo. v.9, p.76, 2003. FAO – Organização das Nações Unidas para a Alimentação e Agricultura. O Estado da Insegurança Alimentar e Nutrição no Mundo (SOFI) 2021. Faculdade de Medicina Veterinária e Zootecnia da UNESP. v.4, n.6, p.6, 2021. FILHO, L. C. C. Fatores que interferem na eficiência reprodutiva de receptoras de embrião bovino. Arq. Ciênc. Vet. Zool. v.7, p.9, 2013. GONZÁLEZ, F. H. D. Introdução a Endocrinologia Reprodutiva Veterinária. UFRGS. v.9, p.7, 2002. GOODHAND, K. In vivo recovery and vitro embryo from bovine aspirated at frequencies or FSH treatment. Animal Reproduction. v.8, p.87, 1999. 14 HAFEZ, E. S. E.; HAFEZ, B. Reprodução animal. 7ed. Barueri: Manole. v.7, p.7, 2004. HONORATO, M.T. Importância da escolha de receptoras em um programa de transferência de embriões em bovinos. Barueri: Manole. v.8, p.6, 2013. HOPPER, R. Bovine Reproduction. Blackwell. v.8, p.8, 2015. IBGE. Instituto Brasileiro de Geografia e Estatística. Pesquisa da Pecuária Municipal 2021 (PPM 2021). IBGE. v.9, n.7, p.7, 2021. KONIG, H. E.; LIEBICH, H. G. Anatomia dos animais domésticos: texto e atlas colorido. Vol.2. Porto Alegre: Artmed, v.2, p.4, 2004. MARTINS, F. S. Fatores reguladores da foliculogênese em mamíferos. Rev Bras Reprod Anim. v.3, p.9, 2008. MELLO, R. R. C. Desenvolvimento folicular inicial em bovinos. Rev. Bras. Reprod. Anim. v.8, p.9, 2013. OLIVEIRA, A. F. M. Principais hormônios que controlam o comportamento reprodutivo e social das fêmeas ruminantes – Revisão. Rev. Bras. Reprod. v.9, p.8, 2014. OLIVEIRA, C. S. Biotécnicas da Reprodução em Bovinos. EMBRAPA, v.8, p.8, 2014. PASA, C. Transferência de embriões em bovinos. Biodiversidade. v.9, p.9, 2008. PENITENTE FILHO, J. M. Produção de embriões bovinos in vivo e in vitro. Revista CFMV, Ano XX. v.8, p.8, 2014. PHILLIPS, P. E.; JAHNKE, M. M. Embryo Transfer (Techniques, Dono rs, and Recipients). Vet Clin Food Anim, v.9, p.8, 2016. RODRIGUES, J.; BERTOLINI, M. Biotecnologias da reprodução animal: de Aristóteles à edição gênica. Rev. Bras. Reprod. Anim. v.8, p.7, 2019. SANTOS, K. J. G. Biotecnologias reprodutivas e fisiologia reprodutiva da fêmea bovina – conhecimento para o sucesso. Rev. Bras. Reprod. Anim. v.8, p.98. 2012. SANTOS, P. H. Impactos da superestimulação ovariana sobre a diferenciação das células da granulosa bovina. Dissertação de Mestrado em Farmacologia e Biotecnologia – UNESP, v.8, p.8. 2017. SILVA, P. R. B. Regulação farmacológica do ciclo estral de bovinos. UNESP. v.9, p.8. 2011. (shrink)

RESUMO O presente trabalho mostra as atividades realizadas do período de 01 de julho a 01 de novembro na JRM Agropecuária. As atividades foram desenvolvidas na área de bovinocultura de leite, este trabalho foi desenvolvido sob orientação do professor mestre Rodrigo Dorneles Tortorella e supervisão do médico veterinário André Ricardo, em conjunto com o médico veterinário Breno. Durante o período de estágio foi acompanhado as atividades realizadas no setor de manejo, reprodução, bezerreiro e recria da fazenda, além de acompanhar as (...) consultorias quinzenais realizadas pelos médicos veterinários. Este trabalho é composto pela descrição de estágio, referencial bibliográfico e relato de caso. O manejo reprodutivo pode trazer muito impactos econômicos se não for realizado de forma adequado, para trazer melhores resultados biotécnicas da reprodução foram criadas, como por exemplo a inseminação artificial, juntamente com ela, protocolos de inseminação são usados, para isso é necessário conhecer a anatomia do animal e a fisiologia do ciclo estral, trazendo então melhores resultados adequando a necessidade da propriedade. O relato de caso consiste na avaliação da taxa de concepção ao primeiro serviço de vacas leiteiras primíparas e multíparas no pós-parto em anestro, submetidas a uma pré-sincronização anterior a um protocolo de IATF, o qual obteve resultado e a maioria dos animais responderam a pré-sincronização, e as taxas de concepção foram superiores comparadas apenas a utilização de IATF, obtendo 37% de animais gestantes ao primeiro serviço. Palavras-chave: Anestro; Bovinos; Concepção; Pré-Sincronização. -/- REFERÊNCIAS BIBLIOGRÁFICAS ALMEIDA, Í.C.; SOBREIRA, R.R.; OLIVEIRA, F.A.; GARCIA, Y.L.; MADUREIRA, A.P.; BARIONI, G.; SIQUEIRA, J.B. Protocolo de pré-sincronização hormonal em vacas mestiças no período pós-parto. Revista Brasileira de Medicina Veterinária, v.38 n.4, p. 353-357, 2016. AYRES, H; FERREIRA, R. M; CUNHA, A. P; ARAÚJO, R. R; WILTBANK, M. C. Double-Ovsynch in high-producing dairy cows: effects on progesterone concentrations and ovulation to GnRH treatments. Theriogenology. v. 79, n. 1, p. 159-164, 2013 AZEVEDO, C; CANADA, N; SIMÕES, J. O protocolo hormonal Ovsynch e suas modificações em vacas leiteiras de alta produção: uma revisão. Arquivos de zootecnia, v.63, n.244, p. 173-187, 2014. BERGAMASCHI, M.A.C.M; MACHADO, R; BARBOSA, R.T. Eficiência reprodutiva das vacas leiteiras. Circular Técnica- Embrapa. São Paulo, 2010. CAMPOS, C.C; RESENDE, E.V; CARNEIRO, L.C; MUNHOZ, A.K; SANTOS, R.M. Condição ovariana de vacas holandesas no início do programa reprodutivo. Vet. Not, v.18, n. 2, p. 145-147, 2012. CARVALHO, B.C; PIRES, M.F.A; ARBEX, W; SANTOS, G.B. Uso de Tecnologias de Precisão na Reprodução de Bovinos Leiteiros. Cadernos Técnicos de Veterinária e Zootecnia. n.79. 2015. CARVALHO, V.S. Avaliação morfológica do aparelho reprodutor de novilhas pertencentes a três grupos raciais. Universidade de Brasília - Faculdade de Agronomia e Medicina Veterinária. Brasília, 2017. CONSENTINI, C. E. C; WILTBANK, M.C; SARTORI, R. Fatores que otimizam a eficiência reprodutiva em rebanhos leiteiros com ênfase em programas de inseminação artificial cronometrada. Animais, 2021. DA SILVA, Emanuel Isaque Cordeiro. Anatomia e Fisiologia do Sistema Reprodutivo dos Animais Domésticos. Emanuel Isaque Cordeiro da Silva, 2020. DA SILVA, Emanuel Isaque Cordeiro. Anestro em Vacas Leiteiras: Fisiologia e Manejo. 2021. DA SILVA, Emanuel Isaque Cordeiro. Fisiologia Clínica do Ciclo Estral de Vacas Leiteiras: Desenvolvimento Folicular, Corpo Lúteo e Etapas do Estro. 2020. DA SILVA, Emanuel Isaque Cordeiro. Fisiologia da Reprodução Animal: Ovulação, Controle e Sincronização do Cio. 2020. DA SILVA, Emanuel Isaque Cordeiro. Fisiologia da Reprodução de Bovinos Leiteiros: Aspectos Básicos e Clínicos. Emanuel Isaque Cordeiro da Silva, 2022. DA SILVA, Emanuel Isaque Cordeiro. Fisiologia do ciclo estral dos animais domésticos. Emanuel Isaque Cordeiro da Silva, 2021. DA SILVA, Emanuel Isaque Cordeiro. Fisiologia do estro e do serviço na reprodução bovina. Belo Jardim: EICS, 2021. FAILS, A.D; MAGEE, C. Frandson- Anatomia e Fisiologia dos Animais de Produção. 8 ed. Rio de Janeiro: Guanabara Koogan Ltda, 2019. FERREIRA, A.M. Reprodução da Fêmea Bovina: Fisiologia Aplicada e Problemas mais comuns (causas e tratamentos). Juiz de Fora, MG: Edição do Autor, 2010. FRANCO, V. M. Efeitos da pré-sincronização antes da primeira IATF pós-parto em vacas girolando. Uberlândia, MG, 2021. HERLIHY, M. M; GIORDANO, J. O; SOUZA, A. H; FERREIRA, R. M; KESTIN, A; NASCIMENTO, A. B; GUENTHER, J. N; GASKA, J. M; KACUBA, S. J; CROWE, M. A; MORDOMO, S. T; WILTBANK, M. C; Presynchronization with Double-Ovsynch improves fertility at first postpartum artificial insemination in lactating dairy cows. Journal of Dairy Science, v. 95, n. 12, p. 7003-7014, 2012. JÚNIOR, M.F.D; ZERVOUDAKIS, L.K.H; ZERVOUDAKIS, J.T; KOCHECK, J.F.W; FILHO, R.S.F; FREITAS, L.D. Aspectos relacionados à fisiologia do anestro pós-parto em bovinos. Colloquium Agrariae, v. 9, n.2. Mato Grosso, 2013. MABA, M.M. Revisão Bibliográfica: Bases Fisiológicas e Dados Sobre a Inseminação Artificial em Tempo Fixo (IATF). Universidade Federal de Santa Catarina - Centro de Ciências Rurais. Curitibanos, 2018. MACEDO, G.G; OLIVEIRA, M; ROCHA, C.D; Sincronização da ovulação: como amenizar ainda mais a fisiologia da reprodução para obter melhores resultados?. Revista Brasileira de Reprodução Animal. Belo Horizonte, v.39, n.1, p. 41-46, 2015. OLIVEIRA, A.P., OLIVEIRA FILHO, J.P. e MEIRA, C. Dinâmica folicular ovariana comparativa entre as espécies bovina e equina. PUBVET, Londrina, V. 4, N. 8, Ed. 113, Art. 763, 2010. PANSANI, M.A; BELTRAN, M.P. Anatomia e Fisiologia do Aparelho Reprodutor de Fêmeas Bovinas. Revista Cientifica Eletrônica de Medicina Veterinária. São Paulo, n.12, 2009. PAZ, S. Taxa de prenhez e concepção: o que é e como medir na sua propriedade. Prodap, 2021. Disponível em:. REECE, W.O; ROWE, E.W. Anatomia Funcional e Fisiologia dos Animais Domésticos. 5 ed. Rio de Janeiro: Guanabara Koogan Ltda, 2020. ROCHE, J. R; FRIGGENS, N. C; KAY, J. K; FISHER, M. W; STAFFORD, K. J; BERRY, D. P. Invited review: Body condition score and its association with dairy cow productivity, health, and welfare. Journal of Dairy Science, v.92, p.5769-5801, 2009. SANTOS, J. P. C; LEAL, S. D. C. B. S; MADEIRA, E.M; SCHWEGLER, E; PINO, F.A.B.D; BIANCHI, I; CORRÊA, M.N. Balanço Energético Negativo no Período de Periparto em Vacas de Aptidão Leiteira. NUPEEC – Núcleo de Pesquisa, Ensino e Extensão em Pecuária. Pelotas, 2009. SENAR. Inseminação Artificial: Bovinos / Serviço Nacional de Aprendizagem Rural. 3 ed. Brasília, 2011. SILVA, L. A. C. Pré-sincronização com folículo persistente em protocolos de sincronização da ovulação a base de GnRH em vacas de leite em lactação. Dissertação (Mestrado) - Curso de Ciências Veterinárias, Universidade Federal de Lavras, Lavras, 2017. Disponível em:. Acesso em: 24 de outubro de 2022. SOARES, P.H.A. Métodos de sincronização de estro e ovulação em bovinos: revisão de literatura. Conexão Ci, v.14 n.2, p. 66-72, 2019. SOUZA, V.L. Avaliação da fertilidade do rebanho bovino de Rondônia e o uso de detecção de cio e do GnRH para aumentar a eficiência de programas de IATF. Fundação Universidade Federal de Rondônia. Porto Velho, 2019. Veja informações úteis sobre a taxa de prenhez. Ideagri, 2022. Disponível em:. (shrink)

The relationship of part to whole is one of the most fundamental there is; this is the first and only full-length study of this concept. This book shows that mereology, the formal theory of part and whole, is essential to ontology. Peter Simons surveys and criticizes previous theories, especially the standard extensional view, and proposes a more adequate account which encompasses both temporal and modal considerations in detail. 'Parts could easily be the standard book on mereology for the next twenty (...) or thirty years.' Timothy Williamson, Grazer Philosophische Studien. (shrink)

There is no doubt that custard apple diseases are among the important reasons that destroy the Custard Apple plant and its agricultural crops. This leads to obvious damage to these plants and they become inedible. Discovering these diseases is a good step to provide the appropriate and correct treatment. Determining the treatment with high accuracy depends on the method used to correctly diagnose the disease, expert systems can greatly help in avoiding damage to these plants. The expert system correctly diagnoses (...) Custard Apple disease to make it easier for farmers to find the right treatment based on the appropriate diagnosis. Objectives: A specialized syllable language system was established for the diagnosis of Custard Apple plant disease. (shrink)

In this paper an Artificial Neural Network (ANN) model, for predicting the category of a tumor was developed and tested. Taking patients’ tests, a number of information gained that influence the classification of the tumor. Such information as age, sex, histologic-type, degree-of-diffe, status of bone, bone-marrow, lung, pleura, peritoneum, liver, brain, skin, neck, supraclavicular, axillar, mediastinum, and abdominal. They were used as input variables for the ANN model. A model based on the Multilayer Perceptron Topology was established and trained using (...) data set which its title is “primary tumor” and was obtained from the University Medical Centre, Institute of Oncology, Ljubljana, Yugoslavia Test data evaluation shows that the ANN model is able to correctly predict the tumor category with 76.67 % accuracy. (shrink)

Psychokinesis is the ability to affect objects without using physical forces. In Mulla Sadra's philosophy, this ability is rooted in the imagining of the soul. In quantum physics, the concepts of the observer's role and quantum entanglement provide potential explanations for this phenomenon. In this paper, we consider a comparative analysis of Mulla Sadra's philosophy and Bohmian quantum interpretation, highlighting the affinity and mutuality of these two approaches. Both approaches are based on causality and accept the role of the mind (...) in doing things. While Mulla Sadra posits that the ability to influence objects and their physical movements is linked to the strong imagining of the human soul, Bohmian quantum physics suggests that the entanglement of the observer's mind with the inner level of phenomena (worse) enables the possibility of psychokinesis. It appears that relying solely on a physical approach to explain miracles, which represent a specific subset of psychokinesis, is neither accurate nor effective. (shrink)

I defend the following version of the ought-implies-can principle: (OIC) by virtue of conceptual necessity, an agent at a given time has an (objective, pro tanto) obligation to do only what the agent at that time has the ability and opportunity to do. In short, obligations correspond to ability plus opportunity. My argument has three premises: (1) obligations correspond to reasons for action; (2) reasons for action correspond to potential actions; (3) potential actions correspond to ability plus opportunity. In the (...) bulk of the paper I address six objections to OIC: three objections based on putative counterexamples, and three objections based on arguments to the effect that OIC conflicts with the is/ought thesis, the possibility of hard determinism, and the denial of the Principle of Alternate Possibilities. (shrink)

It is crucial to actively detect the risks of transactions in a financial company to improve customer experience and minimize financial loss. In this study, we compare different machine learning algorithms to effectively and efficiently predict the legitimacy of financial transactions. The algorithms used in this study were: MLP Repressor, Random Forest Classifier, Complement NB, MLP Classifier, Gaussian NB, Bernoulli NB, LGBM Classifier, Ada Boost Classifier, K Neighbors Classifier, Logistic Regression, Bagging Classifier, Decision Tree Classifier and Deep Learning. The dataset (...) was collected from Kaggle depository. It consists of 6362620 rows and 10 columns. The best classifier with unbalanced dataset was the Random Forest Classifier. The Accuracy 99.97%, precession 99.96%, Recall 99.97% and the F1-score 99.96%. However, the best classifier with balanced dataset was the Bagging Classifier. The Accuracy 99.96%, precession 99.95%, Recall 99.98% and the F1-score 99.96%. (shrink)

Deep learning may transform health care, but model development has largely been dependent on availability of advanced technical expertise. The aim of this study is to develop a deep learning model to predict the gender from retinal fundus images. The proposed model was based on the Xception pre-trained model. The proposed model was trained on 20,000 retinal fundus images from Kaggle depository. The dataset was preprocessed them split into three datasets (training, validation, Testing). After training and cross-validating the proposed model, (...) it was evaluated using the testing dataset. The result of testing, the area under receiver operating characteristic curve (AUROC) of the model was 0.99, precision, recall, f1-score and accuracy were 99%, precision, recall, f1-score and accuracy were 96.83%, 96.83%, 96.82% and 96.83% respectively.. Clinicians are presently unaware of dissimilar retinal feature variants between females and males, stressing the importance of model explain ability for the prediction of gender from retinal fundus images. The proposed deep learning may enable clinician-driven automated discovery of novel visions and disease biomarkers. (shrink)

Diabetes is a major public health issue that affects the nations of our time to a large extent and is described as a non-communicable epidemic. Diabetes mellitus is a common disease where there is too much sugar (glucose) floating around in your blood. This occurs because either the pancreas can’t produce enough insulin or the cells in body have become resistant to insulin. The concentration in this paper is on diagnosis diabetes by designing a proposed expert system. The main goal (...) of this expert system is to get the appropriate diagnosing of the illness, dealing with it quickly, and tips for permanent treatment whenever possible is given out. SL5 object expert system language was used for designing and implementing the proposed expert system. (shrink)

It is commonplace in discussions of modern cosmology to assert that the early universe began in a special state. Conventionally, cosmologists characterize this fine-tuning in terms of the horizon and flatness problems. I argue that the fine-tuning is real, but these problems aren't the best way to think about it: causal disconnection of separated regions isn't the real problem, and flatness isn't a problem at all. Fine-tuning is better understood in terms of a measure on the space of trajectories: given (...) reasonable conditions in the late universe, the fraction of cosmological histories that were smooth at early times is incredibly tiny. This discussion helps clarify what is required by a complete theory of cosmological initial conditions. (shrink)

The study aims to identify the efficiency of the university education performance from the perspective of postgraduate and undergraduate students in international and Palestinian universities. The analytical descriptive approach was used for this purpose and the questionnaire was used as a main tool for data collection. The study community consists of: post graduate students, (23850) graduate students and (146355) undergraduate students. The sample of the study was 378 graduate students and 383 undergraduate students. The random stratified sample was used. The (...) Statistical Package of Social Sciences (SPSS) was also used for data analysis. The study reached a number of results, the most important of which are: The level of efficiency of educational performance in Palestinian and international universities from the point of view of postgraduate and undergraduate students was high. And that there are significant differences between the average views of the sample of the study on the efficiency of educational performance in Palestinian and international universities attributed to the University and to the benefit of international universities. The study concluded many recommendations, the most important of which is the necessity of continuing to develop e-learning strategies that affect the efficiency of educational performance and research commensurate with the university's position in the local and international community, which puts it on the best classification between local and international universities through e-learning. (shrink)

In this paper I defend the traditional interpretations of Kant’s Formula of a Law of Nature from recent attacks leveled by Faviola Rivera-Castro, James Furner, Ido Geiger, Pauline Kleingeld and Sven Nyholm. After a short introduction, the paper is divided into four main sections. In the first, I set out the basics of the three traditional interpretations, the Logical Contradiction Interpretation, the Practical Contradiction Interpretation and the Teleological Contradiction Interpretation. In the second, I examine the work of Geiger, Kleingeld and (...) Nyholm: these three commentators reject the traditional interpretations entirely, but I argue that this rejection is ill-founded. In the third and fourth, I take a detailed look at Furner’s work, work in which he seeks to revise (rather than reject) the traditional interpretations. I argue that, despite his more modest aims, Furner’s revision is also ill-founded. (shrink)

The article studies the impact of Fintech on entrepreneurship in Arabic region by using Crowdfunding platforms as the field of study. The article focuses on Arabic Crowdfunding platforms. The population of (12) platforms consist of: individuals, entrepreneurs, investors, employees at Crowdfunding platforms. Descriptive and quantitative approach used in this article, and a questionnaire used as a tool to collect primary data. The results indicate an impact for Fintech on entrepreneurship in general and obvious obstacles to use it widely in Arabic (...) region cause of legislations or e-payments. The article recommended more awareness for innovative products and services such as Fintech, Crowdfunding and adopting the culture of e-business models. Also the article promoting the process of developing regulations that organize e-business models, especially Fintech and Crowdfunding, the use of modern communication technology to serve the development of society, more interest to innovation and creativity as a key factor for entrepreneurial success. (shrink)

Ontologies are some of the most central constructs in today's large plethora of knowledge technologies, namely in the context of the semantic web. As their coinage indicates, they are direct heirs to the ontological investigations in the long Western philosophical tradition, but it is not easy to make bridges between them. Contemporary ontological commitments often take causality as a central aspect for the ur-segregation of entities, especially in scientific upper ontologies; theories of causality and philosophical ontological investigations often go hand-in-hand, (...) and were essentially inseparable in medieval thought. This constitutes the foundation for a bridge, and this article analyzes the causality-based ontology of the late medieval philosopher Dietrich of Freiberg from the viewpoint of today's upper-ontology engineering. In this bridging attempt, it offers a translation into English of the first part of Dietrich's De origine (abbreviated title) that is a compromise between traditional scholarly translations of medieval Latin philosophical texts and contemporary ontology. (shrink)

Foundational ontologies, central constructs in ontological investigations and engineering alike, are based on ontological categories. Firstly proposed by Aristotle as the very ur- elements from which the whole of reality can be derived, they are not easy to identify, let alone partition and/or hierarchize; in particular, the question of their number poses serious challenges. The late medieval philosopher Dietrich of Freiberg wrote around 1286 a tutorial that can help us today with this exceedingly difficult task. In this paper, I discuss (...) ontological categories and their importance for foundational ontologies from both the contemporary perspective and the original Aristotelian viewpoint, I provide the translation from the Latin into English of Dietrich's De origine II with an introductory elaboration, and I extract a foundational ontology–that is in fact a single-category one–from this text rooted in Dietrich's specification of types of subjecthood and his conception of intentionality as causal operation. (shrink)

Imperatives cannot be true, but they can be obeyed or binding: `Surrender!' is obeyed if you surrender and is binding if you have a reason to surrender. A pure declarative argument — whose premisses and conclusion are declaratives — is valid exactly if, necessarily, its conclusion is true if the conjunction of its premisses is true; similarly, I suggest, a pure imperative argument — whose premisses and conclusion are imperatives — is obedience-valid (alternatively: bindingness-valid) exactly if, necessarily, its conclusion is (...) obeyed (alternatively: binding) if the conjunction of its premisses is. I argue that there are two kinds of bindingness, and that a vacillation between two corresponding variants of bindingness-validity largely explains conflicting intuitions concerning the validity of some pure imperative arguments. I prove that for each of those two variants of bindingness-validity there is an equivalent variant of obedience-validity. Finally, I address alternative accounts of pure imperative inference. (shrink)

Background: Mint is a grassy, perennial plant, belonging to the oral platoon, fast growing and spreading, its leaves are green in color, fragrant, tart, refreshing, square-shaped leg, bifurcated, erect, ranging in height from (10 - 201 cm). Home to Europe and Asia. The mint plant has many benefits, the most important of which are pain relief, treatment of gallbladder disorders, the expulsion of gases, anti-inflammatory, and relaxing nerves. While the mint plant is the ideal option for the start of gardens, (...) it is prone to some common diseases that affect the plant's growth. Objectives: The main goal of this expert system is to get the appropriate diagnosis of disease and the correct treatment. Methods: In this paper, the design of the proposed Expert System was produced to help Farmers and those interested in agriculture in diagnosing many of the Mint diseases such as Mint rust, Verticillium wilt, Anthracnose, Powdery mildew, Black Stem Rot, Stem and stolon canker, Septoria leaf spot. The proposed expert system presents an overview of mint diseases are given, the cause of diseases outlined and the treatment of disease whenever possible is given out. CLIPS Expert System language was used for designing and implementing the proposed expert system. Results: The proposed Mint diseases diagnosis expert system was evaluated by Agricultural Students at AL Azhar University and some friends interested in agriculture and they were satisfied with its performance. Conclusions: The proposed expert system is very useful for Farmers and those interested in agriculture. (shrink)

What is the phenomenology of hope? A common view is that hope has a generally positive and pleasant affective tone. This rosy depiction, however, has recently been challenged. Certain hopes, it has been objected, are such that they are either entirely negative in valence or neutral in tone. In this paper, I argue that this challenge has only limited success. In particular, I show that it only applies to one sense of hope but leaves another sense—one that is implicitly but (...) widely employed in the hope literature—untouched. Moreover, I argue that hope construed in this latter sense is inherently positively valenced. The paper concludes by discussing some of the implications of this defense of hope's positive phenomenology, including the ontological question of whether hope is an emotion. (shrink)

A consensus exists among contemporary philosophers of biology about the history of their field. According to the received view, mainstream philosophy of science in the 1930s, 40s, and 50s focused on physics and general epistemology, neglecting analyses of the 'special sciences', including biology. The subdiscipline of philosophy of biology emerged (and could only have emerged) after the decline of logical positivism in the 1960s and 70s. In this article, I present bibliometric data from four major philosophy of science journals (Erkenntnis, (...) Philosophy of Science, Synthese, and the British Journal for the Philosophy of Science), covering 1930-59, which challenge this view. (shrink)

Replicability and reproducibility of computational models has been somewhat understudied by “the replication movement.” In this paper, we draw on methodological studies into the replicability of psychological experiments and on the mechanistic account of explanation to analyze the functions of model replications and model reproductions in computational neuroscience. We contend that model replicability, or independent researchers' ability to obtain the same output using original code and data, and model reproducibility, or independent researchers' ability to recreate a model without original code, (...) serve different functions and fail for different reasons. This means that measures designed to improve model replicability may not enhance (and, in some cases, may actually damage) model reproducibility. We claim that although both are undesirable, low model reproducibility poses more of a threat to long-term scientific progress than low model replicability. In our opinion, low model reproducibility stems mostly from authors' omitting to provide crucial information in scientific papers and we stress that sharing all computer code and data is not a solution. Reports of computational studies should remain selective and include all and only relevant bits of code. (shrink)

Many say that ontological disputes are defective because they are unimportant or without substance. In this paper, we defend ontological disputes from the charge, with a special focus on disputes over the existence of composite objects. Disputes over the existence of composite objects, we argue, have a number of substantive implications across a variety of topics in metaphysics, science, philosophical theology, philosophy of mind, and ethics. Since the disputes over the existence of composite objects have these substantive implications, they are (...) themselves substantive. (shrink)

These comments are part of a book symposium on Karen Bennett's book, _Making Things Up_.

It seems natural to ask why the universe exists at all. Modern physics suggests that the universe can exist all by itself as a self-contained system, without anything external to create or sustain it. But there might not be an absolute answer to why it exists. I argue that any attempt to account for the existence of something rather than nothing must ultimately bottom out in a set of brute facts; the universe simply is, without ultimate cause or explanation.

There is more than one way to say that composition is identity. Yi has distinguished the Weak Composition thesis from the Strong Composition thesis and attributed the former to David Lewis while noting that Lewis associates something like the latter with me. Weak Composition is the thesis that the relation between the parts collectively and their whole is closely analogous to identity. Strong Composition is the thesis that the relation between the parts collectively and their whole is identity. Yi is (...) right that Strong Composition does not fully reflect my view. We must recognize further what, borrowing Lewis's characterization, could be called the "stronger, and stranger" Composition thesis, or what I'll call the Stronger Composition thesis for short. On Strong Composition, it is only collectively that the parts are identical with the whole. On Stronger Composition, they are individually identical with it as well. I will explain and motivate this thesis. (shrink)

Despite the end of the Cold War and the ascendancy of liberal democracy celebrated by Francis Fukuyama as “the end of history”, a growing number of scholars and political activists point to its inherent shortcomings. However, they have tended to dismiss it on the basis of one or two of its salient weaknesses. While this is a justifiable way to proceed, it denies the searching reader an opportunity to see the broad basis for the growing rejection of liberal democracy among (...) African political theorists. Consequently, in this article, I argue that from an African perspective, the almost hegemonic status of liberal democracy can be challenged on at least five grounds, namely, logical inconsistency, impracticability due to the largely communalistic outlook of many africans, inconsistency between affirmation and action, violation of the right to ethnic identity, and the moral imperative to assert the right to cultural emancipation. -/- I conclude by calling upon African and Africanist political theorists to utilise indigenous African political thought, coupled with emancipatory aspects of political thought from other parts of the world, to design practicable models of democracy for contemporary African states. I further conclude that in order to promote genuine inter-cultural dialogue on democratisation, people from Western cultures ought to acknowledge the equality of all cultures, and to recognise that systems of governance are part and parcel of those cultures. (shrink)

Parkinson's Disease (PD) is a long-term degenerative disorder of the central nervous system that mainly affects the motor system. The symptoms generally come on slowly over time. Early in the disease, the most obvious are shaking, rigidity, slowness of movement, and difficulty with walking. Doctors do not know what causes it and finds difficulty in early diagnosing the presence of Parkinson’s disease. An artificial neural network system with back propagation algorithm is presented in this paper for helping doctors in identifying (...) PD. Previous research with regards to predict the presence of the PD has shown accuracy rates up to 93% [1]; however, accuracy of prediction for small classes is reduced. The proposed design of the neural network system causes a significant increase of robustness. It is also has shown that networks recognition rates reached 100%. (shrink)

The natural name theory, recently discussed by Johnson (2018), is proposed as an explanation of pure quotation where the quoted term(s) refers to a linguistic object such as in the sentence ‘In the above, ‘bank’ is ambiguous’. After outlining the theory, I raise a problem for the natural name theory. I argue that positing a resemblance relation between the name and the linguistic object it names does not allow us to rule out cases where the natural name fails to resemble (...) the linguistic object it names. I argue that to avoid this problem, we can combine the natural name theory with a type-realist metaphysics of language, and hold that the name is natural because the name is an instance of the kind that it names. I conclude by reflecting on the importance of the metaphysics of language for questions in the philosophy of language. (shrink)

[First paragraph]: This article is part of a larger project in which I suggest a historically informed philosophy of dance, called “figuration,” consisting of new interpretations of canonical philosophers. Figuration consists of two major parts, comprising (a) four basic concepts, or “moves”—namely, “positure,” “gesture,” “grace,” and “resilience”—and (b) seven types, or “families” of dance—namely, “concert,” “folk,” “societal,” “agonistic,” “animal,” “astronomical,” and “discursive.” This article is devoted to the first of these four moves, as illustrated by both its importance for Aristotle (...) and also its applicability to these seven families of dance. One goal of figuration as a whole, and the central goal of this excerpt from that larger project, is to model and justify a dancing aesthetic education pursuant to psychological and political flourishing. (shrink)

For millennia, knowledge has eluded a precise definition. The industrialization of knowledge (IoK) and the associated proliferation of the so-called knowledge communities in the last few decades caused this state of affairs to deteriorate, namely by creating a trio composed of data, knowledge, and information (DIK) that is not unlike the aporia of the trinity in philosophy. This calls for a general theory of knowledge (ToK) that can work as a foundation for a science of knowledge (SoK) and additionally distinguishes (...) knowledge from both data and information. In this paper, I attempt to sketch this generality via the establishing of both knowledge structures and knowledge systems that can then be adopted/adapted by the diverse communities for the respective knowledge technologies and practices. This is achieved by means of a formal–indeed, mathematical–approach to epistemological matters a.k.a. formal epistemology. The corresponding application focus is on knowledge systems implementable as computer programs. (shrink)

This article presents a new conceptual view on the conscious will. This new concept approaches our will from the perspective of the requirements of our neural-muscular system and not from our anthropocentric perspective. This approach not only repositions the will at the core of behavior control, it also integrates the studies of Libet and Wegner, which seem to support the opposite. The will does not return as an instrument we use to steer, but rather as part of the way we (...) learn new automatic behavior and of how our neural system steers us. The new concept suggests that understanding of our will is more about understanding of our daily behavior than about the will itself. (shrink)

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

The aim of this study was to identify the obstacles facing the application of knowledge management and its impact on performance at Palestine Technical University-Kadoorei from the point of view of employees and to detect the differences between the average views of the study sample on the subject of the study according to some variables such as (gender, nature of work, Education Level, specialization, years of experience). The study followed the descriptive analytical method and the questionnaire as a tool for (...) study. It was distributed to 74 employees. After the questionnaire was distributed, the data was collected and coded and entered into the computer and processed statistically using the SPSS program. The study found that the percentage of approval of the obstacles to the application of knowledge management at Palestine Technical University-Kadoorei differed between few and large, and the relative weight of the axis was complete (68.2). The degree of awareness of the workers of the reality of performance excellence at the University of Palestine Technical-Kadoorei was between medium and very large. There is an impact of the constraints of the application of knowledge management on performance excellence at Palestine Technical University-Kadoorei. In light of the results of the previous study, the researchers recommended that the importance of knowledge management should be taken into account in order to raise the university's reputation and reputation at home and abroad and improve its services to students and the local community. And to promote the exchange of experiences and knowledge with local, regional and international universities in order to enhance the knowledge and preserve it and provide modern and sophisticated scientific techniques and use them in administrative and academic work at the university. (shrink)

We provide a derivation of the Born Rule in the context of the Everett (Many-Worlds) approach to quantum mechanics. Our argument is based on the idea of self-locating uncertainty: in the period between the wave function branching via decoherence and an observer registering the outcome of the measurement, that observer can know the state of the universe precisely without knowing which branch they are on. We show that there is a uniquely rational way to apportion credence in such cases, which (...) leads directly to the Born Rule. Our analysis generalizes straightforwardly to cases of combined classical and quantum self-locating uncertainty, as in the cosmological multiverse. (shrink)

I argue via examples that there are cases in which things that are not two distinct things qualitatively differ without contradiction. In other words, there are cases in which something differs from itself. Standard responses to such cases are to divide the thing into distinct parts, or to conceive of the thing under different descriptions, or to appeal to different times, or to deny that the property had is the property lacked. I show these responses to be unsatisfactory. I then (...) gather and systematize available ways of talking about such cases with phrases like ‘insofar as’, ‘qua’, ‘to the extent that’, ‘in some respect’, etc., while paying special attention to the scope of ‘not’ when used with these phrases. This allows me to show how we can speak of self-differing without contradiction. (shrink)

Artificial intelligence (AI) is an area of computer science that emphasizes the creation of intelligent machines or software that work and react like humans. Some of the activities computers with artificial intelligence are designed for include, Speech, recognition, Learning, Planning and Problem solving. Deep learning is a collection of algorithms used in machine learning, It is part of a broad family of methods used for machine learning that are based on learning representations of data. Deep learning is a technique used (...) to produce Pneumonia detection and classification models using x-ray imaging for rapid and easy detection and identification of pneumonia. In this thesis, we review ways and mechanisms to use deep learning techniques to produce a model for Pneumonia detection. The goal is find a good and effective way to detect pneumonia based on X-rays to help the chest doctor in decision-making easily and accuracy and speed. The model will be designed and implemented, including both Dataset of image and Pneumonia detection through the use of Deep learning algorithms based on neural networks. The test and evaluation will be applied to a range of chest x-ray images and the results will be presented in detail and discussed. This thesis uses deep learning to detect pneumonia and its classification. (shrink)

Current debates surrounding the virtues and shortcomings of randomization are symptomatic of a lack of appreciation of the fact that causation can be inferred by two distinct inference methods, each requiring its own, specific experimental design. There is a non-statistical type of inference associated with controlled experiments in basic biomedical research; and a statistical variety associated with randomized controlled trials in clinical research. I argue that the main difference between the two hinges on the satisfaction of the comparability requirement, which (...) is in turn dictated by the nature of the objects of study, namely homogeneous or heterogeneous populations of biological systems. Among other things, this entails that the objection according to which randomized experiments fail to provide better evidence for causation because randomization cannot guarantee comparability is mistaken. (shrink)

Contemporary studies in unconscious cognition are essentially founded on dissociation, i.e., on how it dissociates with respect to conscious mental processes and representations. This is claimed to be in so many and diverse ways that one is often lost in dissociation. In order to reduce this state of confusion we here carry out two major tasks: based on the central distinction between cognitive processes and representations, we identify and isolate the main dissociation paradigms; we then critically analyze their key tenets (...) and reported findings. (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)

The moral justification of intellectual property is often called into question when placed in the context of pharmaceutical patents and global health concerns. The theoretical accounts of both John Rawls and Robert Nozick provide an excellent ethical framework from which such questions can be clarified. While Nozick upholds an individuals right to intellectual property, based upon its conformation with Lockean notions of property and Nozicks ideas of just acquisition and transfer, Rawls emphasizes the importance of basic liberties, such as an (...) individuals right to health, superceding such secondary rights as intellectual property rights. From a policy perspective, patent protection for pharmaceutical products necessarily entails the balancing of corporate intellectual property interests and public interests in healthcare. The moral dilemma that occurs when these two interests clash is not easily resolved. Aside from corporate and public interests, the state maintains an interest in creating and preserving policies that regulate the moral dilemma itself. This paper analyzes the economic and ethical factors surrounding the production and distribution of the anti-HIV medication, AZT. Potential policy implications and recommendations are also discussed. (shrink)

Must philosophers incorporate tools of experimental science into their methodological toolbox? I argue here that they must. Tallying up all the resources that are now part of standard practice in analytic philosophy, we see the problem that they do not include adequate resources for detecting and correcting for their own biases and proclivities towards error. Methodologically sufficient resources for error- detection and error-correction can only come, in part, from the deployment of specific methods from the sciences. However, we need not (...) imagine that the resulting methodological norms will be so empirically demanding as to require that all appeals to intuition must first be precertified by a thorough vetting by teams of scientists. Rather, I sketch a set of more moderate methodological norms for how we might best include these necessary tools of experimental philosophy. (shrink)

In this article, we describe what cryptocurrency is, how it works, and how it relates to familiar conceptions of and questions about money. We then show how normative questions about monetary policy find new expression in Bitcoin and other cryptocurrencies. These questions can play a role in addressing not just what money is, but what it should be. A guiding theme in our discussion is that progress here requires a mixed approach that integrates philosophical tools with the purely technical results (...) of disciplines like computer science and economics. Note: this article is the first entry within a two-part sequence on the Philosophy, Politics, and Economics of Cryptocurrency. (shrink)

A. Newell and H. A. Simon were two of the most influential scientists in the emerging field of artificial intelligence (AI) in the late 1950s through to the early 1990s. This paper reviews their crucial contribution to this field, namely to symbolic AI. This contribution was constituted mostly by their quest for the implementation of general intelligence and (commonsense) knowledge in artificial thinking or reasoning artifacts, a project they shared with many other scientists but that in their case was theoretically (...) based on the idiosyncratic notions of symbol systems and the representational abilities they give rise to, in particular with respect to knowledge. While focusing on the period 1956-1982, this review cites both earlier and later literature and it attempts to make visible their potential relevance to today's greatest unifying AI challenge, to wit, the design of wholly autonomous artificial agents (a.k.a. robots) that are not only rational and ethical, but also self-conscious. (shrink)

Much discussion about experimental philosophy and philosophical methodology has been framed in terms of the reliability of intuitions, and even when it has not been about reliability per se, it has been focused on whether intuitions meet whatever conditions they need to meet to be trustworthy as evidence. But really that question cannot be answered independently from the questions, evidence for what theories arrived at by what sorts of inferences? I will contend here that not just philosophy's sources of evidence, (...) but also its inferential resources, are in great need of closer examination. (shrink)

Abstract: Heart diseases are increasing daily at a rapid rate and it is alarming and vital to predict heart diseases early. The diagnosis of heart diseases is a challenging task i.e. it must be done accurately and proficiently. The aim of this study is to determine which patient is more likely to have heart disease based on a number of medical features. We organized a heart disease prediction model to identify whether the person is likely to be diagnosed with a (...) heart disease or not using the medical features of the person. We used many different algorithms of machine learning such as Gaussian Mixture, Nearest Centroid, MultinomialNB, Logistic RegressionCV, Linear SVC, Linear Discriminant Analysis, SGD Classifier, Extra Tree Classifier, Calibrated ClassifierCV, Quadratic Discriminant Analysis, GaussianNB, Random Forest Classifier, ComplementNB, MLP Classifier, BernoulliNB, Bagging Classifier, LGBM Classifier, Ada Boost Classifier, K Neighbors Classifier, Logistic Regression, Gradient Boosting Classifier, Decision Tree Classifier, and Deep Learning to predict and classify the patient with heart disease. A quite helpful approach was used to regulate how the model can be used to improve the accuracy of prediction of heart diseases in any person. The strength of the proposed model was very satisfying and was able to predict evidence of having a heart disease in a particular person by using Deep Learning and Random Forest Classifier which showed a good accuracy in comparison to the other used classifiers. The proposed heart disease prediction model will enhances medical care and reduces the cost. This study gives us significant knowledge that can help us predict the person with heart disease. The dataset was collected from Kaggle depository and the model is implemented using python. (shrink)

The issue of whether biological and psychological properties associated with disability can be harmful, beneficial, or neutral brings up an important philosophical question about how we evaluate disability, and disability’s impact on well-being. The debate is usually characterized as between those who argue disability is intrinsically harmful, and disability rights advocates who argue that disability is just another way of being different, in part, because disability can also provide important benefits. I argue that this debate is a false one, as (...) neither view can capture the more complicated relationship between disability and well-being. I argue that many disabilities are best understood as a kind of pro-tanto extrinsic harm that is characterized in counterfactual terms. This means that our judgments concerning disability and harm must be context-sensitive. (shrink)

The gulf between philosophical and formal ontology can and should be bridged. In this Editorial, I elaborate briefly on this subject.