Density classification performance and ergodicity of the Gacs-Kurdyumov-Levin cellular automaton model IV.
Sign Up to like & getrecommendations! Published in 2018 at "Physical Review E"
DOI: 10.1103/physreve.98.012135
Abstract: Almost four decades ago, Gacs, Kurdyumov, and Levin introduced three different cellular automata to investigate whether one-dimensional nonequilibrium interacting particle systems are capable of displaying phase transitions, and, as a byproduct, they introduced the density… read more here.
Keywords: density; density classification; model; gacs kurdyumov ... See more keywords
Traffic Density Classification Using Sound Datasets: An Empirical Study on Traffic Flow at Asymmetric Roads
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DOI: 10.1109/access.2020.3007917
Abstract: Recently, with the rapid growth of Deep Learning models for solving complicated classification problems, urban sound classification techniques have been attracted more attention. In this paper, we take an investigation on how to apply this… read more here.
Keywords: traffic density; sound datasets; road; density classification ... See more keywords
A Multi-View Deep Evidential Learning Approach for Mammogram Density Classification
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DOI: 10.1109/access.2024.3399204
Abstract: Artificial intelligence algorithms, specifically deep learning, can assist radiologists by automating mammogram density assessment. However, trust in such algorithms must be established before they are widely adopted in clinical settings. In this study, we present… read more here.
Keywords: classification; density classification; mammogram density; approach ... See more keywords
Evolution of Hybrid Cellular Automata for Density Classification Problem
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DOI: 10.3390/sym16050599
Abstract: This paper describes a solution for the image density classification problem (DCP) using an entirely distributed system with only local processing of information named cellular automata (CA). The proposed solution uses two cellular automata’s features,… read more here.
Keywords: cellular automata; classification problem; density classification;