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To create an algorithm with Machine Learning, users should understand all the knowledge such as learning rate, activation, dimension reduction, hyper parameter, neural network, etc. Therefore, in order to construct a machine learning procedure, expert knowledge is required. So, it is difficult for general users to use it. Also, experts are also hard to regenerate well-defined model if it is described...
Artificial intelligence products are already around us and will be emerging dramatically a lot in near future. Artificial intelligence is all about data analysis. When it comes to data analysis, there are two representative techniques: machine learning and semantic technology. They stand on the other side from where to begin analysis. Simply speaking, machine learning is based on the data while semantic...
Nowadays, versatile IoT Devices are connected through the Internet and provide numerous dynamic services. However, until now, these kinds of services are just following established service or application rules. For this reason, an application cannot deal with a condition when rule is not previously set. Additionally, rules should be renewed by reflecting each condition, and software should be re-developed...
This paper is about the gateway that supports the Dynamic IP management function. To be specific, this paper shows the way how management system finds out IP address of the gateway in order to make communication available when the gateway that provides IoE service in the mobile communications network obtains Dynamic IP.
Lately, inspired by Internet of Things (IoT), the era of connected everything is coming. But still, things hardly show the manner to share resources on it and self-configuration method to compose collaboration of smart things. Moreover, it is not easy to harmonize things of related action with added or removed devices to aid process being conducted by human or services of applications. In this paper,...
In labor tracking/management, accurate work area information and completion status of each activity are basically determined by work result report from workers, either given orally or using a system. Therefore, one major problem with this approach is that the actual degrees and process of work completion in multiple plantations cannot be grasped in real-time. In this study, we designed a system that...
Recently, various IT technologies are utilized to support crop growth management. In farming field, dynamic data analysis while moving is cost efficient tool to farmer. Unlike previous works that not support dynamic analysis, mobile devices need to acquire the most recent data from nearest sensor for efficient processing in mobile device. In this paper, we designed the dynamic crop field analysis...
The key factors for the good quality and productivity of crop growth in green house are monitoring and controlling. Most study focuses on the effect of each light source while optimal light adjustment has rarely been investigated. In this paper, we suggest new generation of greenhouse monitoring & controlling system based on dynamic supplemental light source control with wireless sensor. And also,...
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