Sfoglia per Soggetto "Self organizing maps"
Items 1-10 di 10
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Efficient big data analysis on a single machine using apache spark and self-organizing map libraries
(2017)Apache Spark is commonly used as a big data analytical platform on powerful computer clusters, as it primarily employ the main computer memory for the evaluation. Our attempt adds self-organizing map software libraries ... -
Integrated assessment of the impact of land use types on soil pollution by potentially toxic elements and the associated ecological and human health risk
(2022)The impact of land use type on the content of potentially toxic elements (PTEs) in the soils of the Qinghai-Tibet Plateau (QTP) and the associated ecological and human health risks has drawn great attention. Consequently, ... -
A novel hybrid approach for human silhouette segmentation
(2015)In this work we propose a novel algorithm for human silhouette segmentation, which combines characteristics from a number of well established and state of the art algorithms, such as the Gaussian mixture models, the Self ... -
A novel robust approach for handling illumination changes in video segmentation
(2016)In this work we propose a novel algorithm for foreground segmentation in video sequences that achieves better accuracy, while maintaining low complexity and allows real time execution. The proposed algorithm combines ... -
OmniStore: A system for ubiquitous personal storage management
(2006)As personal area networking becomes a reality, the collective management of storage in portable devices such as mobile phones, cameras and music players will grow in importance. The increasing wireless communication ... -
On self-organising mechanisms from social, business and economic domains
(2006)This paper discusses examples of socially inspired self-organisation approaches and their use to build socially-aware, self-organising computing systems. The paper presents different mechanisms originating from existing ... -
Rainfed cultivation with supplemental irrigation modelling on seed yield and oil of Coriandrum sativum L. using precision agriculture and GIS moisture mapping
(2021)The aim of the present study was to determine the effects of rainfed and supplemental irrigation, and sowing period (SP) treatments on coriander (Coriandrum sativum L) yield, essential oil content and umbel heights by ... -
A scientist's impact over time: The predictive power of clustering with peers
(2016)The identification of latent patterns in big scholarly data that concern the performance of researchers is a significant task because it can potentially impact scien-tific careers since they are based in funding and ... -
Self-organisation and emergence in MAS: An overview
(2006)The spread of the Internet and the evolution of mobile communication, have created new possibilities for software applications such as ubiquitous computing, dynamic supply chains and medical home care. Such systems need ... -
Self-organizing Maps for Optimized Robotic Trajectory Planning Applied to Surface Coating
(2021)The process of surface coating is widely applied in the manufacturing industry. The accuracy of coating strongly affects the mechanical properties of the coated components. This work suggests the use of Self-Organizing ...