Propensity based classification: Dehalogenase and non-dehalogenase enzymes

The present work was designed to classify and differentiate between the dehalogenase enzyme to non–dehalogenases (other hydrolases) by taking the amino acid propensity at the core, surface and both the parts. The data sets were made on an individual basis by selecting the 3D structures of protein available in the PDB (Protein Data Bank). The prediction of the core amino acid were predicted by IPFP tool and their structural propensity calculation was performed by an in-house built software, Propensity Calculator which is available online. All datasets were finally grouped into two categories namely, dehalogenase and non-dehalogenase using Naïve Bayes, J-48, Random forest, K-means clustering and SMO classification algorithm. By making the comparison of various classification methods, the proposed tree method (Random forest) performs well with a classification accuracy of 98.88 % (maximum) for the core propensity data set. Therefore we proposed that, the core amino acid propensity could be approved as a novel potential descriptor for the classification of enzymes

Impact of remittances on economic growth in developing countries: The role of openness

The paper examines the empirical relationship between remittances and economic growth for a sample of 62 developing countries over the time period 1990–2014. Remittances seem to promote growth only in the ‘more open’ countries. That is because remittances are in themselves not sufficient for growth. The extent of the benefit depends on domestic institutions and macroeconomic environment in the receiving country. Unlike the ‘less open’ countries, ‘more open’ countries have better institutions and better financial markets to take advantage of the remittances income and channelise them into profitable investments which, in turn, accelerates the rate of economic growth in these countries.N/

Promoting the importance of aquatic foods on human nutrition and public health under APART in Assam

One of the key activities (Deliverable 7) under the APART project is “Improving impact of aquaculture and beel fisheries on human Nutrition”. WorldFish with partners is supporting the implementation of this activity. This consolidated report summarizes all the work done by WorldFish and partners as part of deliverable 7. The project has developed and tested several Social Behavioural Change Communication (SBCC) resources (e.g. banners, leaflets, brochures, calendars, TV spots, and videos) to promote the consumption of aquatic foods by vulnerable communities, PLM, adolescent girls, and children by targeting relevant stakeholders (e.g. Integrated Child Development Services programs, District Social Welfare (DSW) field functionaries, Anganwadi workers, Village communities, primary health centres, and the general public). We have trained 597 trainers to spread the message on the role of aquatic foods. We conducted 36 cluster-level awareness programs where 1994 numbers of women, adolescent girls and community people were given information on the benefits of fish consumption. We also organised 2 zonal workshops and 1 statelevel workshop for different stakeholders to build awareness of the importance of aquatic foods. Based on the demonstrations at the community level, the project documented all the small fish-based recipes cooked locally at the community level and produced a Small Fish Recipes book

ICAR: endoscopic skull‐base surgery

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Transnational Investments of the Tunisian Diaspora: Trajectories, Skills Accumulation and Constraints

This chapter is based on recent empirical data on Tunisians living in Switzerland. It focuses on their migration pathways and experiences, and it examines their propensity to engage in entrepreneurial and business activities in their home country. Despite the hopes generated by the revolution of 2011, there are many people in Tunisia, especially young males from disadvantaged regions, who have not enjoyed the positive changes in employment opportunities and professional prospects. This has led them to them emigrate to Europe to ensure an income for themselves and their families back in Tunisia. An online survey accompanied by follow-up interviews enabled us to observe the experiences of Tunisian diaspora entrepreneurs and their current and potential future transnational business and investment activities. This chapter shows how the internationalization and accumulation of networks and skills by Tunisians, resulting from the multiple destinations they traversed before arriving to Switzerland, has influenced their professional capacities and their business and entrepreneurial projects in Tunisia. Tunisians feel a strong motivation to contribute to the development process in their home country, and they tend to invest and open businesses in their villages of origin. Several enablers and obstacles that influence their actions are observed. A number of policy recommendations based on the experiences and aspirations of these Tunisians are included in the conclusions