Search Results - "Popovic, Predrag"
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Experimental and numerical study of globe valve housing
Published in Hemijska industrija (01-01-2017)“…Complex structure experimental analysis has always been a huge challenge for researchers. Conventional experimental methods (e.g., strain gauges) give only…”
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Sediment load determines the shape of rivers
Published in Proceedings of the National Academy of Sciences - PNAS (07-12-2021)“…Understanding how rivers adjust to the sediment load they carry is critical to predicting the evolution of landscapes. Presently, however, no physically based…”
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A bivariate integer-valued bilinear autoregressive model with random coefficients
Published in Statistical papers (Berlin, Germany) (01-10-2020)“…This paper introduces a new bivariate autoregressive model with random coefficients for the time series of counts. It is composed of two components, the…”
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A non-linear integer-valued autoregressive model with zero-inflated data series
Published in Journal of applied statistics (26-10-2024)Get full text
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A non-linear random environment INAR(1) model
Published in Journal of computational and applied mathematics (01-07-2021)“…In this paper we introduce a new integer valued autoregressive model of order one. The specificity of this model is based on its non-linear structure. The…”
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Fractional Duals of the Poisson Process on Time Scales with Applications in Cryptography
Published in Bulletin of the Malaysian Mathematical Sciences Society (01-09-2024)“…A super-structure system for probability densities, covering not just typical types but also fractional ones, was developed using the time scale theory. From a…”
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A bivariate INAR(1) model with different thinning parameters
Published in Statistical papers (Berlin, Germany) (01-04-2016)“…A bivariate integer-valued autoregressive time series model of order one is introduced. Regression coefficients of the model are random variables so the…”
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Formation of sea ice ponds from ice-shelf runoff, adjacent to the McMurdo Ice Shelf, Antarctica
Published in Annals of glaciology (01-09-2020)“…Ponds that form on sea ice can cause it to thin or break-up, which can promote calving from an adjacent ice shelf. Studies of sea ice ponds have predominantly…”
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Simple Rules Govern the Patterns of Arctic Sea Ice Melt Ponds
Published in Physical review letters (06-04-2018)“…Climate change, amplified in the far north, has led to rapid sea ice decline in recent years. In the summer, melt ponds form on the surface of Arctic sea ice,…”
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Neural network based system in evapotranspiration time series prediction
Published in Earth science informatics (01-03-2023)“…Evapotranspiration is a very important process of the water cycle. Thus, the ability to model and understand evolution of this process is very important for…”
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A Review of Machine Learning Methods for Long-Term Time Series Prediction
Published in 2022 57th International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST) (16-06-2022)“…This paper analyses some of the fundamental machine learning methods for time series predictions. Standard prediction methods, such as the Box-Jenkins ARIMA…”
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Conference Proceeding -
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A simple model for the evolution of melt pond coverage on permeable Arctic sea ice
Published in The cryosphere (10-05-2017)“…As the melt season progresses, sea ice in the Arctic often becomes permeable enough to allow for nearly complete drainage of meltwater that has collected on…”
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Estimation in a bivariate integer-valued autoregressive process
Published in Communications in statistics. Theory and methods (01-10-2016)“…A bivariate integer-valued autoregressive time series model is presented. The model structure is based on binomial thinning. The unconditional and conditional…”
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A geometric bivariate time series with different marginal parameters
Published in Statistical papers (Berlin, Germany) (01-09-2016)“…A new bivariate non-negative integer-valued autoregressive model of order one is introduced. The model is based on the binomial thinning operator. The…”
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Critical Percolation Threshold Restricts Late‐Summer Arctic Sea Ice Melt Pond Coverage
Published in Journal of geophysical research. Oceans (01-08-2020)“…During the summer, vast regions of Arctic sea ice are covered by meltwater ponds that significantly lower the ice reflectivity and accelerate melting. Ponds…”
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RESIDUAL ANALYSIS WITH BIVARIATE INAR MODELS
Published in Revstat (01-07-2018)“…* In this paper we analyze forecasting errors made by random coefficients bivariate integer-valued autoregressive models of order one. These models are based…”
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Snow Topography on Undeformed Arctic Sea Ice Captured by an Idealized “Snow Dune” Model
Published in Journal of geophysical research. Oceans (01-09-2020)“…Our ability to predict the future of Arctic sea ice is limited by ice's sensitivity to detailed surface conditions such as the distribution of snow and melt…”
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Model of general split-break process
Published in Revstat (01-06-2015)“…This paper presents a modification (and partly a generalization) of STOPBREAK process, which is the stochastic model of time series with permanent, emphatic…”
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Decrease in Hysteresis of Planetary Climate for Planets with Long Solar Days
Published in The Astrophysical journal (10-02-2018)“…The ice-albedo feedback on rapidly rotating terrestrial planets in the habitable zone can lead to abrupt transitions (bifurcations) between a warm and a…”
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