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A Study on Ubiquitous Tree Management System based on GIS and Smart-Phone for Efficiency of Arboreal Growth Management
In this paper, we propose ubiquitous tree management system based on GIS and smart-phone using the object-oriented design modeling to maximize the efficiency of tree management. For this, proposedExpand
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Prediction Data Processing Scheme using an Artificial Neural Network and Data Clustering for Big Data
TLDR
We propose a technique of changing the cluster choice before cluster processing in the existing K-means practice into a variable cluster choice through principal component analysis, and expanding the scope of data clustering. Expand
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How to utilize vegetation survey using drone image and image analysis software
TLDR
We tried to analyze error range and resolution of drone images using a rotary wing by comparing them with field measurement results and to analyze stands patterns in actual vegetation map preparation by comparing drone images with aerial images provided by National Geographic Information Institute of Korea. Expand
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A Novel on Automatic K Value for Efficiency Improvement of K-means Clustering
TLDR
An algorithm of determining the initial number of clusters automatically, which is part of problems with the K-means algorithm used in data clustering. Expand
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CkLR Algorithm for Improvement of Data Prediction and Accuracy Based on Clustering Data
TLDR
In this paper, we proposed the CkLR algorithm to build a model to analyze the response variables of clustered outcomes with a K-means algorithm to categorize and analyze unstructured data. Expand
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A Novel on Transmission Line Tower Big Data Analysis Model Using Altered K-means and ADQL
TLDR
This study sought to propose a big data analysis and prediction model for transmission line tower outliers to assess when something is wrong with Transmission line tower big data based on deep reinforcement learning. Expand
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Face Recognition at a Distance for a Stand-Alone Access Control System †
TLDR
This paper presents the design and implementation of a user-friendly, stand-alone access control system based on human face recognition at a distance. Expand
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Beet root (Beta vulgaris) protects lipopolysaccharide and alcohol-induced liver damage in rat.
The purpose of this study was to investigate the protective effects of beet root (Beta vulgaris var. rubra) in lipopolysaccharide (LPS) and alcohol induced liver damage. Beta vulgaris ethanol extractExpand
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Efficiency Improvement of Classification Model Based on Altered K-Means Using PCA and Outlier
TLDR
In the generation and analysis of Big Data following the development of various information devices, the old data processing and management techniques reveal their hardware and software limitations... Expand
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A Novel on Altered K-Means Algorithm for Clustering Cost Decrease of Non-labeling Big-Data
TLDR
We proposed an altered K-means algorithm to analyze the problems with the old one and determine the number of clusters automatically. Expand
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