Search Results - "Was, Jaroslaw"

Zero shot health trajectory prediction using transformer by Renc, Pawel, Jia, Yugang, Samir, Anthony E., Was, Jaroslaw, Li, Quanzheng, Bates, David W., Sitek, Arkadiusz

“…Integrating modern machine learning and clinical decision-making has great promise for mitigating healthcare’s increasing cost and complexity. We introduce the…”
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Towards realistic and effective Agent-based models of crowd dynamics by Wąs, Jarosław, Lubaś, Robert

“…The authors propose a new methodology for creating realistic and effective models of crowd dynamics, which takes into account the Agent-based approach combined…”
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Cellular Automata Applications for Research and Industry by Wąs, Jarosław, Sirakoulis, Georgios Ch

“…For several decades the Cellular Automata (CA) modeling approach has been proven to be self-sufficient to inspire modelers and practitioners on how to apply…”
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Human Health Risk Assessment of Air Pollution in the Regions of Unsustainable Heating Sources. Case Study—The Tourist Areas of Southern Poland by Gruszecka-Kosowska, Agnieszka, Dajda, Jacek, Adamiec, Ewa, Helios-Rybicka, Edeltrauda, Kisiel-Dorohinicki, Marek, Klimek, Radosław, Pałka, Dariusz, Wąs, Jarosław

“…Air pollution is one of the main factors affecting human health. Air quality is especially important in the tourist areas developed with facilities for outdoor…”
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Using Medium-Cost Sensors to Estimate Air Quality in Remote Locations. Case Study of Niedzica, Southern Poland by Adamiec, Ewa, Dajda, Jacek, Gruszecka-Kosowska, Agnieszka, Helios-Rybicka, Edeltrauda, Kisiel-Dorohinicki, Marek, Klimek, Radosław, Pałka, Dariusz, Wąs, Jarosław

“…The aim of this study was to assess air quality by using medium-cost sensors in recreational areas that are not covered by permanent monitoring. Concentrations…”
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Adaptation of Social Force Model for simulation of downhill skiing by Korecki, Tomasz, Pałka, Dariusz, Wąs, Jarosław

“…•We have adapted the Social Force Model for skiing traffic.•We have introduced way-point forces, neighbor repulsion forces, obstacle repulsion forces and slope…”
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Complex collective systems by Topa, Paweł, Wąs, Jarosław

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Modeling spatial patterns in a moving crowd of people using data-driven approach—A concept of Interplay Floor Field by Porzycki, Jakub, Wąs, Jarosław

“…On the basis of data-driven methodology, especially velocity correlations of pedestrians moving in a crowd, we have proposed a new model of pedestrian dynamics…”
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Using Deep Neural Network Methods for Forecasting Energy Productivity Based on Comparison of Simulation and DNN Results for Central Poland—Swietokrzyskie Voivodeship by Pikus, Michal, Wąs, Jarosław

“…Forecasting electricity demand is of utmost importance for ensuring the stability of the entire energy sector. However, predicting the future electricity…”
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Predictive Modeling of Renewable Energy Purchase Prices Using Deep Learning Based on Polish Power Grid Data for Small Hybrid PV Microinstallations by Pikus, Michał, Wąs, Jarosław

“…In the quest for sustainable energy solutions, predicting electricity prices for renewable energy sources plays a pivotal role in efficient resource allocation…”
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Pedestrian behavior during evacuation from road tunnel in smoke condition-Empirical results by Porzycki, Jakub, Schmidt-Polończyk, Natalia, Wąs, Jarosław

“…Five evacuation experiments were performed in a road tunnel in order to test how pedestrians react when exposed to reduced visibility, how the decision making…”
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Modeling of oil spill spreading disasters using combination of Langrangian discrete particle algorithm with Cellular Automata approach by Gług, Maciej, Wąs, Jarosław

“…A model for simulating oil spills in seas is presented in this study. The effects of winds, sea currents, evaporation, emulsification, natural dispersion and…”
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The downselection of measurements used for free space determination in ADAS by Szlachetka, Marek, Borkowski, Dariusz, Wąs, Jarosław

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A new algorithm for adapting the configuration of subcomponents in large-scale optimization with cooperative coevolution by Trunfio, Giuseppe A., Topa, Paweł, Wąs, Jarosław

“…•We investigate the effect of both the size of subcomponents and the number of evolved individuals.•We present a new approach to adapt the configuration of…”
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Cellular Automata as the basis of effective and realistic agent-based models of crowd behavior by Lubaś, Robert, Wąs, Jarosław, Porzycki, Jakub

“…The Cellular Automata (CA) paradigm has been recognized as an effective approach used in the modeling and simulation of complex systems. However, its classical…”
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A multi-cell Cellular Automata model of traffic flow with emergency vehicles: Effect of a corridor of life and drivers’ behaviour by Małecki, Krzysztof, Kamiński, Marek, Wąs, Jarosław

“…The intensity of traffic flow is constantly increasing, which causes significant difficulties in the movement of emergency vehicles through the city…”
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Post-Implementation ERP Software Development: Upgrade or Reimplementation by Domagała, Adam, Grobler-Dębska, Katarzyna, Wąs, Jarosław, Kucharska, Edyta

“…The paper deals with problems in the post-implementation phase of management Enterprise Resource Planning (ERP) systems. Proper management of the system…”
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What Is the Knowledge of Evacuation Procedures in Road Tunnels? Survey Results of Users in Poland by Schmidt-Polończyk, Natalia, Wąs, Jarosław, Porzycki, Jakub

“…This paper presents a preliminary assessment of road tunnel safety issues among respondents—specifically, real and potential users of road tunnels. We…”
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Discrete vs. Continuous Approach in Crowd Dynamics Modeling Using GPU Computing by MRÓZ, HUBERT, WĄS, JAROSŁAW

“…The aim of the study is threefold: firstly to compare the possibilities of using general-purpose computing on graphics processing units (GPGPU) in continuous…”
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Towards efficient GPGPU Cellular Automata model implementation using persistent active cells by Renc, Paweł, Pęcak, Tomasz, De Rango, Alessio, Spataro, William, Mendicino, Giuseppe, Wąs, Jarosław

“…Natural complex phenomena simulation relies on the application of advanced numerical models. Nevertheless, due to their inherent temporal and spatial…”
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