Search Results - "Vaitkus, Pranas"

Biosensor response to multi-component mixtures statistical analysis and forecasting by Baronas, Romas, Būda, Sigitas, Ivanauskas, Feliksas, Vaitkus, Pranas

“…This paper deals with an analysis of the electrochemical biosensors and their response to multi-component mixtures. The main task is to build a mathematical…”
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Julius Kruopis: Pioneer of the applications of mathematical statistics in Lithuania by Bagdonavičius, Vilijandas, Čekanavičius, Vydas, Levulienė, Rūta, Vaitkus, Pranas

“…The paper reviews the scientific and pedagogical activities of Julius Kruopis, the pioneer of Lithuanian applied statistics. His contribution to statistics and…”
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Investigation of deep learning models on identification of minimum signal length for precise classification of conveyor rubber belt loads by Žvirblis, Tadas, Petkevičius, Linas, Bzinkowski, Damian, Vaitkus, Dominykas, Vaitkus, Pranas, Rucki, Mirosław, Kilikevičius, Artūras

“…In this paper, long short-term memory (LSTM) and Transformer neural network models were developed for classification of different conveyor belt conditions…”
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Greenhouse gases emissions and economic growth – evidence substantiating the presence of environmental Kuznets curve in the EU by Giedrė Lapinskienė, Manuela Tvaronavičienė, Pranas Vaitkus

“…The paper considers the relationship between greenhouse gas emissions (GHG) as the main variable of climate change and gross domestic product (GDP), using the…”
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External carotid artery plaques are associated with intracranial stenosis in patients with advanced coronary artery disease by Valaikiene, Jurgita, Ryliskyte, Ligita, Valaika, Arunas, Puronaite, Roma, Vaitkus, Pranas

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Nonlinear models for recognition of concentration of mixture by Ivanauskas, Feliksas, Paulauskas, Robertas, Vaitkus, Pranas

“…In this paper extreme learning machine and support vector regression are used for biosensors response to mixtures of compounds classification. The results are…”
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Radial basis function method modelling borehole heat transfer: the practical application by Indriulionis, Audrius, Vaitkus, Pranas

“…In this work, the method of radial basis function (RBF) is used for the borehole heat exchanger transfers (BHET) problems. The RBF method is an efficient mesh…”
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Prediction of composite indicators using locally weighted quantile regression by Rukšenaitė, Jurga, Vaitkus, Pranas, Asijavičius, Povilas

“…The main goal of this paper is to improve the existing methods and tools used for solving penalized quantile regression problems. We modified the quantile…”
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Hilbert–Schmidt component analysis by Daniušis, Povilas, Vaitkus, Pranas, Petkevičius, Linas

“…We propose a feature extraction algorithm, based on the Hilbert–Schmidt independence criterion (HSIC) and the maximum dependence – minimum redundancy approach…”
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Prediction of a composite indicators using combined method of extreme learning machine and locally weighted regression by Jurga Rukšėnaitė, Pranas Vaitkus

“…In this paper, a method of artificial neural networks (NN) is proposed as an alternative tool for the one-step-ahead prediction of composite indicators (CIs)…”
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Asymptotic expansions for distribution of sums quasi-lattice random variables by Bikelis, Algimantas, Padvelskis, Kazimieras, Vaitkus, Pranas

“…Althoug Chebyshev [3] and Edeworth [5] had conceived of the formal expansions for distribution of sums of independent random variables, but only in Cramer’s…”
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Kernel regression on matrix patterns by Povilas Daniušis, Pranas Vaitkus

“…In this paper we propose a kernel-based regression model for matrix patterns (KRMP). The training algorithm is derived. The proposed model was empirically…”
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Julius Kruopis – the pioneer of applied statistics in Lithuania by Vilijandas Bagdonavičius, Vydas Čekanavičius, Rūta Levulienė, Pranas Vaitkus

“…Julius Kruopis was born on 21.02.1941 in Utena district. In 1963 he graduated from Vilnius University,  Faculty of Physics and Mathematics. In 1964–1966 he…”
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The classification of concentration of mixture of analytes using total principal component regression by Romas Baronas, Feliksas Ivanauskas, Robertas Paulauskas, Pranas Vaitkus

“…In this paper total principal component regression is used for biosensors response to mixtures of compounds classification. The results are compared with the…”
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The classification of concentration of mixture of analytes by Romas Baronas, Feliksas Ivanauskas, Romualdas Maslovskis, Pranas Vaitkus

“…This paper presents a system which is used for the classification of biosensor signals. The proposed system is applied to the the synthesized and experimental…”
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Analysis of the Validity of Environmental Kuznets Curve for the Baltic States by Lapinskienė, Giedrė, Tvaronavičienė, Manuela, Vaitkus, Pranas

“…The paper analyses a traditional Environmental Kuznets Curve (EKC) relationship between greenhouse gases (GHG) and gross domestic product (GDP), extending the…”
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Investigation of Deep Neural Networks for Hypoid Gear Signal Classification to Identify Anomalies by Zvirblis, Tadas, Petkevicius, Linas, Vaitkus, Pranas, Sabanovic, Eldar, Skrickij, Viktor, Kilikevicius, Arturas

“…A breakthrough of deep learning methods as automated feature extraction techniques for fault further evaluation and classification has blossomed in recent…”
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Greenhouse gases emissions and economic growth – evidence substantiating the presence of environmental Kuznets curve in the EU by Lapinskienė, Giedrė, Tvaronavičienė, Manuela, Vaitkus, Pranas

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