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Divide and not forget: Ensemble of selectively trained experts in Continual Learning
PublicationClass-incremental learning is becoming more popular as it helps models widen their applicability while not forgetting what they already know. A trend in this area is to use a mixture-of-expert technique, where different models work together to solve the task. However, the experts are usually trained all at once using whole task data, which makes them all prone to forgetting and increasing computational burden. To address this limitation,...
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Improving medical experts’ efficiency of misinformation detection: an exploratory study
PublicationFighting medical disinformation in the era of the pandemic is an increasingly important problem. Today, automatic systems for assessing the credibility of medical information do not offer sufficient precision, so human supervision and the involvement of medical expert annotators are required. Our work aims to optimize the utilization of medical experts’ time. We also equip them with tools for semi-automatic initial verification...
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What determines export diversification in the development process? Empirical assessment.
PublicationThis paper assesses the role played by country-specific factors as determinants of relative export diversification. Using a panel data set for 60 countries and 20 years (1985–2004), we confirm that even after clearing out differences in income per capita, cross-country variability in the degree of export diversification is significant. In general, apart from per capita income, features influencing the size of accessible markets...
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What Determines Export Diversification in the Development Process? Empirical Assessment
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The most competitive manufactured products in the polish export on theeu market
PublicationCelem publikacji jest wyselekcjonowanie najbardziej konkurencyjnych wyrobów przemysłowych w polskim eksporcie przemysłowym na unijny rynek w latach 1995-2003. Analiza została przeprowadzona na bardzo wysokim poziomie dezagregacji danych, co pozwoliło przedstawić listę 10 najbardziej konkurencyjnych artykułow przemysłowych, wywożonych na rynek Unii Europejskiej w badanych latach. NR DOKUM: 76583
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The competitiveness of Polish manufacturing export on the market in the years 2004-2006
PublicationCelem artykułu było zbadanie, jak zmienił się poziom konkurencyjności polskiego eksportu artykułów przemysłowych na unijne rynki w latach 2003-2006. Ponadto autorka starała sie odpowiedzieć, co (niska jakość czy wysoka cena)było podstawą konkurecyjności polskiego wywozu na rynek UE w analizowanych latach.
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Export diversification and economic development: a dynamic spatial data analysis
PublicationThis paper contributes to the empirical literature on the relationship between ‘export variety’ (export diversification) and economic development by relaxing the assumption of cross-country independence and allowing for spatial diffusion of shocks in observed and unobserved factors. Export variety is measured for a balanced panel of 114 countries (1992-2012) using very detailed information on their exports (HS 6-digit product...
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Security of export transactions in the offer of leading banks on the Polish market
PublicationThe following article presents the so-called conditioned payment methods, i.e. instruments for securing export transactions, such as letter of credit, documentary collection, bank guarantees, factoring and forfaiting. The characteristics of each particular method are presented as well as the transactions using them are described. In the following paper, the author included also the leading Polish banks, which offer the above- mentioned...
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Export diversification and economic development: A dynamic spatial data analysis
PublicationThis paper contributes to the empirical literature on the relationship between “export variety” (export diversification) and economic development by relaxing the assumption of cross-country independence and allowing for spatial diffusion of shocks in observed and unobserved factors. Export variety is measured for a balanced panel of 114 countries (1992–2012) using very detailed information on their exports (HS 6-digit product level)....
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Usability of accident and incident reports for evidence-based risk modeling – A case study on ship grounding reports
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