• Journal of Broadcast Engineering
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• v.18 no.4
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• pp.643-646
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• 2013

We present an improved AdaBoost algorithm to avoid overfitting phenomenon. AdaBoost is widely known as one of the best solutions for object detection. However, AdaBoost tends to be overfitting when a training dataset has noisy samples. To avoid the overfitting phenomenon of AdaBoost, the proposed method divides positive samples into K clusters using k-means algorithm, and then uses only one cluster to minimize the training error at each iteration of weak learning. Through this, excessive partitions of samples are prevented. Also, noisy samples are excluded for the training of weak learners so that the overfitting phenomenon is effectively reduced. In our experiment, the proposed method shows better classification and generalization ability than conventional boosting algorithms with various real world datasets.

• Korean Journal of Construction Engineering and Management
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• v.25 no.5
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• pp.55-62
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• 2024

The purpose of this study is to analyze the effectiveness and necessity of improvement for the currently implemented education and training in order to cultivate and secure excellent construction engineers of domestic construction companies, and to suggest future improvement measures. The conclusions obtained through this study are as follows. The overall satisfaction of construction engineers at the construction site was high, and it was found to be effective in improving job skills, but the educational content, educational methods, and educational environment need to be improved. In order to improve the educational content, it is urgent to introduce a practical-oriented educational curriculum to respond to technological development. In order to increase the educational effect of online education methods, it is very important to develop excellent educational content. In order to improve the educational environment, it is necessary to expand customized practice spaces, establish educational facilities by region, and operate shuttle buses.

• Journal of the Korea Convergence Society
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• v.11 no.9
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• pp.31-37
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• 2020

The purpose of this study was to investigate the Effect of transcranial direct current stimulation convergence task-oriented training combined with vibration stimulation on hand dexterity and upper limb function in stroke patients. One time 30 minutes 5 times a week for 4 weeks. experimental group of transcranial direct current stimulation convergence task-oriented training combined with vibration stimulation and control group of the task-oriented training combined with vibration stimulation were divided into 10 members. Hand dexterity and upper limb recovery were measured. The experimental group and the control group showed significant improvement in hand dexterity and grasping(p<.05), grasping, and gross movement(p<.05). The experimental group showed a significant improvement in hand dexterity and grasp and grip than the control group. Effect size showed more than small effect in all evaluation items. Based on the results of this study, it is considered that more effective and efficient rehabilitation treatment can be performed in the clinic.

• The Journal of the Institute of Internet, Broadcasting and Communication
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• v.12 no.4
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• pp.51-56
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• 2012

Nowadays, For that reason, the tactical training system that were applied to recruit training center and police training, a real-life survivor game place is a drill using conventional training methods that there is no special training system at open terrain and field, there is no training accomplishment in conformity with battlefield situation portrayal. Therefore, this paper developed the tactical training evaluation system and real-time monitoring system that is compensated the defect and controlled sensing, interlock with PC as wireless a way of GUI using PCB mounted MICOM. This system evaluate drill that regulate sensor control module, tactical training system remotely according to what they should do, is installed to fit the occasion as to be reflected or transmission choosingly and is a 24V H/W drive module.

• Proceedings of the KAIS Fall Conference
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• 2011.05b
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• pp.789-791
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• 2011

이 연구에서는 민방위훈련방송에 관한 소방공무원들의 주관성을 진단하고, 기능적인 측면에서 세부적인 유형적 효과요인들을 짚어봄으로써 향후 개선과 방향성을 알아보고자 한다. 위에서 제기된 사항들의 해답을 얻기 위하여 주관성연구 분석방법을 활용하며, 민방위훈련방송이 소방공무원들에게 미치는 영향에 관하여 소방공무원들의 주관적 성향을 살펴보기 위해서 Q방법론을 이용하였다.

• Environmental engineer
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• s.172
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• pp.14-17
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• 2000

• Environmental engineer
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• s.173
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• pp.26-31
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• 2001

• 월간산업보건
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• s.246
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• pp.67-70
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• 2008

• Fire Science and Engineering
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• v.24 no.6
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• pp.13-19
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• 2010

In this study, surveys of forest fire division of eight local government about a education program for forest fire prevention and attacking of Forest Human Resources Development Institutes were conducted. In the result, questionnaire answers about improvements of curriculum, requested subject, training camp for forest fire attacking and others were analyzed. So, we made an alternative proposal of education program about forest fire for actively meeting a change of forest condition and forest fire management policy, strengthening of ability that officers in forest fire division required, and enhancing a efficiency.

• Aerospace Engineering and Technology
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• v.11 no.2
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• pp.129-139
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• 2012

This paper will describe the structure and characteristics of operator training system which was developed to maintain the quality of operational ability for COMS (Communication, Ocean and Meteorological Satellite) operators during a long-term nominal operations of missions and a contingency operations against an occurrence of anomaly. In particular it will present benefits and expected effects of the training system with a focus on three parts which are functions especially for trainer-friendly failure injection, an automatic sequencer of training scenario based on the predefined plan and additional functions of the existing COMS simulator. Furthermore, it will present a practical example of training on the training system to understand the overall mechanism of training process.