• Title/Summary/Keyword: Supervising

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Decoding Brain States during Auditory Perception by Supervising Unsupervised Learning

  • Porbadnigk, Anne K.;Gornitz, Nico;Kloft, Marius;Muller, Klaus-Robert
    • Journal of Computing Science and Engineering
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    • v.7 no.2
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    • pp.112-121
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    • 2013
  • The last years have seen a rise of interest in using electroencephalography-based brain computer interfacing methodology for investigating non-medical questions, beyond the purpose of communication and control. One of these novel applications is to examine how signal quality is being processed neurally, which is of particular interest for industry, besides providing neuroscientific insights. As for most behavioral experiments in the neurosciences, the assessment of a given stimulus by a subject is required. Based on an EEG study on speech quality of phonemes, we will first discuss the information contained in the neural correlate of this judgement. Typically, this is done by analyzing the data along behavioral responses/labels. However, participants in such complex experiments often guess at the threshold of perception. This leads to labels that are only partly correct, and oftentimes random, which is a problematic scenario for using supervised learning. Therefore, we propose a novel supervised-unsupervised learning scheme, which aims to differentiate true labels from random ones in a data-driven way. We show that this approach provides a more crisp view of the brain states that experimenters are looking for, besides discovering additional brain states to which the classical analysis is blind.

The Detection of VOCs in Effluents from Several Wastewater Treatment Plants and Industry Drains in Nakdong River Basin (낙동강 유역 일부 폐수처리장 방류수 및 공단배수로의 휘발성유기화합물(VOCs)의 분포현황)

  • Bae, Hun-Kyun
    • Journal of Korean Society of Environmental Engineers
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    • v.34 no.4
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    • pp.254-259
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    • 2012
  • The discharge characteristics of Volatile Organic Compounds (VOCs) from seven wastewater treatment plants and two industry drains at Nakdong River basin were investigated. Four Sampling campaigns were conducted between May 2008 and November 2008, and tested for 17 VOCs. As results, eight VOCs were detected at some sampling sites, but their concentration levels were low; 0.19~3.41 ${\mu}g/L$, dependent on each sampling location and substance. However, proper management plans such as supervising and monitoring systems for VOCs are needed to control those pollutants since VOCs might affect human health as well as aquatic ecosystems with extremely low concentration levels.

Study of effective management by considering the resident characteristics in newtowns -Based on Haeundae & Hwamyong newtowns in Busan- (신시가지 거주민 특성을 고려한 효율적 관리방안 연구 -부산광역시 해운대 및 화명 신시가지를 대상으로-)

  • Kang, Gi-Cheol;Kim, Heung-Kwan
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.12
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    • pp.7416-7423
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    • 2014
  • More than 15 years has passed since the completion of the Haeundae and Hwamyong newtown areas, and various problems have emerged, The residents of the new down town area are now seeking a proper management plan through research into the residents' satisfaction. The results showed that the target area has differences, according to the object of development, location condition and characteristics of the residents. Therefore, the results present each new town area with a different management plan. Finally, an overall maintenance plan, and the establishment of an organization for the supervision and management of continuous operation system is suggested.

The Impact of Eco-friendly Management on Product Quality, Financial Performance and Environmental Performance

  • Ma, Jin-Hee;Choi, Seok-Beom;Ahn, Young-Hyo
    • Journal of Distribution Science
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    • v.15 no.5
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    • pp.17-28
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    • 2017
  • Purpose - Considering the environmental issues in corporate management is now a necessity, not an option. In addition, consumers' interest in health and environment has increased rapidly. This study aims to investigate how the management style that pursues environmental protection affects the various outcomes at each management process such as planning, producing and supervising process. Research design, data, and methodology - We surveyed 319 manufacturing companies from April 1 to April 30, 2016. Green purchasing, environmental technology management and management support are selected as independent variables and firm performances as dependent variables. Three analyses including factor, regression and moderating were conducted. Results - Regression analysis was performed to set up hypotheses. Consequently, the total six hypotheses were adopted and then innovative management style showed moderating effect. Conclusions - Companies should consider environmental factors to improve the financial performance in the long term. Especially the cooperative style enhances financial performance by implementing eco-friendly design in cooperation with customers. Also, eco-friendly activities with suppliers could have direct environmental protection effects. Therefore, a manufacturer needs to cooperate with both suppliers and customers to maximize the protection effect. The production of eco-friendly products and implementing eco-friendly design with customers positively affect product quality.

A study on the Planning of the Kindergarten attached to the Elementary School (초등학교 병설유치원의 사용실태에 관한 조사연구)

  • Kang, Man-Ho;Jeong, Joo-Seung;Joo, Seok-Joong
    • Journal of the Korean Institute of Educational Facilities
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    • v.11 no.1
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    • pp.39-46
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    • 2004
  • The objective of this study is to propose the architectural basic data for the planning of kindergarten attached to the elementary school. For this study, we selected and investigated 23kindergartens in Gwangju city. The results of this study are as follows. 1) The elementary school in separated style had the advantage of securing educational space and reducing interference with students of elementary school. But it had the problem in using the facilities of elementary school. So we have to consider the kindergarten to be located near by dinning room, multi-purpose hall. 2) Concentrating the entrance, it makes the inside and outside space use easily. For the actual use, we have to establish facilities for convenience in outer-space. 3) For each room, we suggest guides as follow. The classroom and the playroom have to be combined for flexibility and supervision. In the planning of toilet, it must have sliding door for confirm the inside situation and reasonable height partition to consider the student's body-size. The shape of teacher's room must be open-type for supervising children but protect the entry of children. There is consideration for the material room and the sleeping room for all-day-long class.

A Prediction Model for Internet Game Addiction in Adolescents: Using a Decision Tree Analysis (의사결정나무 분석기법을 이용한 청소년의 인터넷게임 중독 영향 요인 예측 모형 구축)

  • Kim, Ki-Sook;Kim, Kyung-Hee
    • Journal of Korean Academy of Nursing
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    • v.40 no.3
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    • pp.378-388
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    • 2010
  • Purpose: This study was designed to build a theoretical frame to provide practical help to prevent and manage adolescent internet game addiction by developing a prediction model through a comprehensive analysis of related factors. Methods: The participants were 1,318 students studying in elementary, middle, and high schools in Seoul and Gyeonggi Province, Korea. Collected data were analyzed using the SPSS program. Decision Tree Analysis using the Clementine program was applied to build an optimum and significant prediction model to predict internet game addiction related to various factors, especially parent related factors. Results: From the data analyses, the prediction model for factors related to internet game addiction presented with 5 pathways. Causative factors included gender, type of school, siblings, economic status, religion, time spent alone, gaming place, payment to Internet cafe$\acute{e}$, frequency, duration, parent's ability to use internet, occupation (mother), trust (father), expectations regarding adolescent's study (mother), supervising (both parents), rearing attitude (both parents). Conclusion: The results suggest preventive and managerial nursing programs for specific groups by path. Use of this predictive model can expand the role of school nurses, not only in counseling addicted adolescents but also, in developing and carrying out programs with parents and approaching adolescents individually through databases and computer programming.

A Study on the Oral Health Knowledge and Attitude of Elementary School Nursing Teachers in Seoul (서울시 초등양호교사의 구강보건 인식도에 관한 조사연구)

  • 최길라;곽경환;정성철;김종열
    • Korean Journal of Health Education and Promotion
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    • v.7 no.1
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    • pp.39-46
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    • 1990
  • Nursing teachers at elementary schools in Seoul were surveyed to determine their sources of information about oral health and their knowledge and attitudes about dental diseases and disease prevention. Questionaires were completed by 305 school nursing teachers. The questionaire included 8 items: demographic characteristics of the study population, sources of oral health information, reasons for maintaining good oral hygiene, ranking of methods of caries prevention in children, knowledge about fluorides, percieved effectiveness of fluorides for children, knowledge about periodontal disease, and the role of school nursing teachers in promoting oral health. Major findings are as follows: 1. The most frequently cited sources of information about dental health were continuing education courses(69.8%). 2. Most respondents had old concepts about the reasons for maintaining good oral hygiene. 3. Elementary school nursing teachers' knowledge about fluorides and preventive methods of caries and periodontal disease was found to be incomplete and sometimes inaccurate. 4. Respondents were likely to agree to accept roles that promote oral health except the supervising of fluoride mouthrinsing. Thus, it was considered that cooperation of all school members is necessary for improving oral health status by following fluoride mouthrinsing

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Real time detection algorithm against illegal waste dumping into river based on time series intervention model (시계열 간섭 모형을 이용한 불법 오물 투기 실시간 탐지 알고리즘 연구)

  • Moon, Ji-Eun;Moon, Song-Kyu;Kim, Tae-Yoon
    • Journal of the Korean Data and Information Science Society
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    • v.21 no.5
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    • pp.883-890
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    • 2010
  • Illegal waste dumping is one of the major problems that the government agency monitoring water quality has to face. One solution to this problem is to find an efficient way of managing and supervising the water quality under various kinds of conditions. In this article we establish WQMA (water quality monitoring algorithm) based on the time series intervention model. It turns out thatWQMA is quite successful in detecting illegal waste dumping.

A Modeling and Attitude Control of an Inspection and Cleaning Robot for Wind Turbines (풍력발전기 진단 및 청소를 위한 로봇의 모델링 및 자세제어)

  • Kong, Jin-Young;Lee, Jae-Soon;Kang, Yeon-Sik;Cho, Baek-Kyu
    • Journal of Institute of Control, Robotics and Systems
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    • v.20 no.9
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    • pp.922-929
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    • 2014
  • Wind turbines are in the limelight in the alternative energy industry. However, they face frequent and various problems during operation. We focused on the supervising of the blades of a wind turbine. In this paper, we present the design of a maintenance robot that takes the size of wind turbine blades into consideration, so the general form of the robot is a square with four wires fixed to its vertices and to the nacelle. After the robot is placed near the nacelle, it moves along the blades. We also designed an attitude control algorithm for the robot to maintain its balance. Our control algorithm for the robot consists of roll and pitch attitude controllers and a height controller. Each controller was designed independently and then superposed together. We used simulations to verify our control algorithm.

The Current Situation and Tasks for Agricultural Extension Services in Korea. (한국(韓國)의 농업기술보급사업(農業技術普及事業))

  • Ko, Yil-Woong;Choe, Young-Chang;Park, Sung-Jun
    • Journal of Agricultural Extension & Community Development
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    • v.7 no.1
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    • pp.3-12
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    • 2000
  • Agricultural extension services in Korea began in 1956, and led self sufficiency of rice through the 'Green Revolution' in 1970's, and a year around supply of green vegetables through the 'White/Vinyl Revolution' in 1980s. The developmental stages of agricultural extension services in Korea, in terms of major purposes, observed by the researcher were as follows; 1) Stage of production guidance when increase in production was directly related to increased income of farmers, 2) Stage of management guidance, when agricultural extension were not only concerned in increasing production, but also in management and marketing, and 3) Stage of improved welfare, when extension services put more emphasis on welfare of farmers in terms of quality of life, as well as increased production, management and marketing. Since late 1980s, farmers in Korea realized the fact that increased production may not lead to increased income. because of this, farmers also wanted improvement of management and marketing. Extension changed the identified needs of farmers to new knowledge, information, and technology in their farm business operation including management and marketing. Loosened cooperations among the central, provincial and local levels after localization of extension services since January 1997 should be strengthened. Provincial level monitoring and supervising should be enhanced for more effective agricultural extension services to meet the changing needs of farmers in the future.

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