Abstract Wines are usually evaluated by wine experts and enthusiasts who give numeric ratings as well text reviews. While most classification studies have been based on conventional statistical models using variables, there has very limited work implementing neural network In this paper, we apply (CNN, BiLSTM, BERT) to extract useful information from reviews classify wines according different r...

Leaf scald caused by Xanthomonas albilineans in sugarcane is one of the most important diseases around world since it causes severe losses both agricultural and industrial yields. In Cuba, resistance to this disease considered a major selection criterion within breeding program. The aim work was detect cultivars with stable reaction X. using additive main effects multiplicative interaction (AMM...

In this paper we show Case-based Decision Theory (Gilboa and Schmeidler, 1995) can explain the aggregate dynamics of cooperation in the repeated Prisoner’s Dilemma, as observed in the experiments performed by Camera and Casari (2009). Moreover, we find CBDT provides a better fit to the dynamics of cooperation than does the existing Probit model, which is the first time such a result has been fo...

Downy mildew disease caused by the fungus Sclerospora graminicola Schroet, causes yield losses across the millet growing zones of Nigeria. Identification of the source of resistance and gene actions controlling resistance is useful in developing appropriate breeding strategies. Therefore there was need to study downy mildew resistance in Nigerian elite pearl millet lines. Five pearl millet pare...

Investigation of rare familial forms of renal cell carcinoma (RCC) has led to the identification of genes such as VHL and MET that are also implicated in the pathogenesis of sporadic RCC. In order to identify a novel candidate renal tumor suppressor gene, we characterized the breakpoints of a constitutional balanced translocation, t(5;19)(p15.3;q12), associated with familial RCC and found that ...

Abstract There is an ongoing debate on whether wine reviews provide meaningful information properties and quality. However, few studies have been conducted aiming directly at comparing the utility of numeric measurements in data analysis. Based from close to 300,000 wines reviewed by Wine Spectator , we use logistic regression models investigate are useful predicting a wine's quality classifica...

A stable government is by definition not dominated by any other government. However, it may happen that all governments are dominated. In graph-theoretic terms this means that the dominance graph does not possess a source. In this paper we are able to deal with this case by a clever combination of notions from different fields, such as relational algebra, graph theory and social choice theory, ...

A lot depends on the financial institutions of an economy and their adequate performance drives nation towards economic development. Banks are main any country they ensure stability by providing timely services to its customers. Both public private sector banks necessary in which will give them a healthy competition among each other such that contribute development country. The soundness bankin...