Search Results - "Świetlicka, Aleksandra"

Homogeneous ensemble model built from artificial neural networks for fault detection in navigation systems by Świetlicka, Aleksandra, Kolanowski, Krzysztof

“…In this paper, authors present a modern approach to the detection of malfunctioning sensory systems. The proposed solution is based on artificial neural…”
Get full text

Trained stochastic model of biological neural network used in image processing task by Świetlicka, Aleksandra

“…In this paper we are presenting some new approaches to the biological model of neural network, which is strictly based on Hodgkin–Huxley types of models. The…”
Get full text

Regularization theory in the study of generalization ability of a biological neural network model by Świetlicka, Aleksandra

“…This paper focuses on the generalization ability of a dendritic neuron model (a model of a simple neural network). The considered model is an extension of the…”
Get full text

Multisensor data fusion using Elman neural networks by Kolanowski, Krzysztof, Świetlicka, Aleksandra, Kapela, Rafał, Pochmara, Janusz, Rybarczyk, Andrzej

“…The paper presents a navigation system based on Elman Artificial Neural Network (ANN). The task of data fusion from different sensors is realized by trained…”
Get full text

Acoustic frequency-based method for high-speed aircraft combustion analysis and hybrid artificial intelligence diagnostics by Waligórski, Marek, Kozak, Miłosław, Świetlicka, Aleksandra

“…•High-speed continuous jet aircrafts injection and combustion monitoring based on acoustic and AI methods is proposed.•Multidimensional features of TJ…”
Get full text

Classification of Spatial Objects with the Use of Graph Neural Networks by Kaczmarek, Iwona, Iwaniak, Adam, Świetlicka, Aleksandra

“…Classification is one of the most-common machine learning tasks. In the field of GIS, deep-neural-network-based classification algorithms are mainly used in…”
Get full text

Training the Stochastic Kinetic Model of Neuron for Calculation of an Object’s Position in Space by Świetlicka, Aleksandra, Kolanowski, Krzysztof, Kapela, Rafał

“…In this paper we focus on the stochastic kinetic extension of the well-known Hodgkin-Huxley model of a biological neuron. We show the gradient descent…”
Get full text

A machine learning approach for integration of spatial development plans based on natural language processing by Kaczmarek, Iwona, Iwaniak, Adam, Świetlicka, Aleksandra, Piwowarczyk, Mateusz, Nadolny, Adam

“…•NLP with machine learning methods for spatial planning development.•Supervised and unsupervised learning methods in classification of spatial development…”
Get full text

Effective estimation of angular speed of synchronous generator based on stator voltage measurement by Lewandowski, Michał, Majka, Łukasz, Świetlicka, Aleksandra

“…•Presented methods are used to estimate angular speed of power a generator.•Evaluated methods are: Prony’s estimator, zero-crossing, LS data fitting, neural…”
Get full text

Investigation of generalization ability of a trained stochastic kinetic model of neuron by Świetlicka, Aleksandra, Kolanowski, Krzysztof, Kapela, Rafał, Galicki, Mirosław, Rybarczyk, Andrzej

“…In this work we focus on the generalization ability of a biological neuron model. We consider a Hodgkin–Huxley type of biological neuron model, based on Markov…”
Get full text

Machine Learning Approach for Application-Tailored Nanolubricants' Design by Kałużny, Jarosław, Świetlicka, Aleksandra, Wojciechowski, Łukasz, Boncel, Sławomir, Kinal, Grzegorz, Runka, Tomasz, Nowicki, Marek, Stepanenko, Oleksandr, Gapiński, Bartosz, Leśniewicz, Joanna, Błaszkiewicz, Paulina, Kempa, Krzysztof

“…The fascinating tribological phenomenon of carbon nanotubes (CNTs) observed at the nanoscale was confirmed in our numerous macroscale experiments. We designed…”
Get full text

Real-time event classification in field sport videos by Kapela, Rafal, Świetlicka, Aleksandra, Rybarczyk, Andrzej, Kolanowski, Krzysztof, O׳Connor, Noel E.

“…The paper presents a novel approach to real-time event detection in sports broadcasts. We present how the same underlying audio–visual feature extraction…”
Get full text

Development of the deterministic and stochastic Markovian model of a dendritic neuron by Świetlicka, Aleksandra, Gugała, Karol, Pedrycz, Witold, Rybarczyk, Andrzej

“…Abstract In this study, we propose a model of the dendritic structure of the neuron (referred to as a neural network – NN), which can be viewed as an extension…”
Get full text

Random number generation system improving simulations of stochastic models of neural cells by Gugała, Karol, Świetlicka, Aleksandra, Burdajewicz, Michał, Rybarczyk, Andrzej

“…The purpose of this work is to speed up simulations of neural tissues based on the stochastic version of the Hodgkin–Huxley model. Authors achieve that by…”
Get full text

Towards Symmetric Thioamides: Microwave-Aided Synthesis of Terephthalic Acid Derivatives by Bak, Andrzej, Kozik, Violetta, Swietlicka, Aleksandra, Baran, Wojciech, Smolinski, Adam, Zięba, Andrzej

“…The multistep synthesis of novel -terephthalthioamides based on methyl esters of amino acids (AAs) was proposed using conventional heating and…”
Get full text

Towards Arginase Inhibition: Hybrid SAR Protocol for Property Mapping of Chlorinated N -arylcinnamamides by Bak, Andrzej, Kos, Jiri, Degotte, Gilles, Swietlicka, Aleksandra, Strharsky, Tomas, Pindjakova, Dominika, Gonec, Tomas, Smolinski, Adam, Francotte, Pierre, Frederich, Michel, Kozik, Violetta, Jampilek, Josef

“…A series of seventeen 4-chlorocinnamanilides and seventeen 3,4-dichlorocinnamanilides were characterized for their antiplasmodial activity. In vitro screening…”
Get full text

Biological Activities and ADMET-Related Properties of Novel Set of Cinnamanilides by Kos, Jiri, Bak, Andrzej, Kozik, Violetta, Jankech, Timotej, Strharsky, Tomas, Swietlicka, Aleksandra, Michnova, Hana, Hosek, Jan, Smolinski, Adam, Oravec, Michal, Devinsky, Ferdinand, Hutta, Milan, Jampilek, Josef

“…A series of nineteen novel ring-substituted -arylcinnamanilides was synthesized and characterized. All investigated compounds were tested against as the…”
Get full text

Novel Benzene-Based Carbamates for AChE/BChE Inhibition: Synthesis and Ligand/Structure-Oriented SAR Study by Bak, Andrzej, Kozik, Violetta, Kozakiewicz, Dariusz, Gajcy, Kamila, Strub, Daniel Jan, Swietlicka, Aleksandra, Stepankova, Sarka, Imramovsky, Ales, Polanski, Jaroslaw, Smolinski, Adam, Jampilek, Josef

“…A series of new benzene-based derivatives was designed, synthesized and comprehensively characterized. All of the tested compounds were evaluated for their in…”
Get full text

Real-Time Corrosion Monitoring of AISI 1010 Carbon Steel with Metal Surface Mapping in Sulfolane by Bak, Andrzej, Losiewicz, Bozena, Kozik, Violetta, Kubisztal, Julian, Dybal, Paulina, Swietlicka, Aleksandra, Barbusinski, Krzysztof, Kus, Slawomir, Howaniec, Natalia, Jampilek, Josef

“…Solvents are widely used in organic synthesis. Sulfolane is a five-membered heterocyclic organosulfur sulfone (R-SO2-R’, where R/R’ is alkyl, alkenyl, or aryl)…”
Get full text

Electrochemical Corrosion Monitoring in Low Conductive Fluid: Pilot-Scale Study on Sulfolane Corrosion Potential by Aleksandra Świetlicka, Agnieszka Środa, Violetta Kozik, Andrzej Bąk, Krzysztof Barbusiński, Natalia Howaniec, Adam Smoliński

“…Solvents are a group of chemical compounds that are widely used in organic synthesis. Taking into account the chemical nature, solvents are divided into protic…”
Get full text