• Journal of the Korean Data and Information Science Society
• /
• 제25권6호
• /
• pp.1521-1530
• /
• 2014

The ROC analysis is considered for multiple class diagnosis. There exist many criteria to find optimal thresholds and measure the accuracy of diagnostic tests for k dimensional ROC analysis. In this paper, we proposed a diagnostic accuracy measure called the correct classification simple rate, which is defined as the summation of true rates for each classification distribution and expressed as a function of summation of sequential true rates for two consecutive distributions. This measure does not weight accuracy across categories by the category prevalence and is comparable across populations for multiple class diagnosis. It is found that this accuracy measure does not only have a relationship with Kolmogorov - Smirnov statistics, but also can be represented as a linear function of some optimal threshold criteria. With these facts, the suggested measure could be applied to test for comparing multiple distributions.

• 응용통계연구
• /
• 제32권4호
• /
• pp.573-591
• /
• 2019

로마자 서체에 대한 수치적 분류체계는 잘 발달되어 있지만, 한글 서체 분류를 위한 기준은 수치적으로 잘 정의되어 있지 않다. 본 연구의 목표는 한글 서체 분류를 위한 수치적 기준을 세우기 위해, 서체 스타일을 구분하는 중요한 특징들을 찾는 것이다. 컨볼루션 뉴럴 네트워크(convolutional neural network)를 사용하여 명조와 고딕 스타일을 구분하는 모형을 세우고, 학습된 필터를 분석해 두 스타일의 특징을 결정하는 피처(feature)를 찾고자 한다.

• 한국조경학회지
• /
• 제35권5호
• /
• pp.73-81
• /
• 2007

The purpose of this study is to derive policy suggestions and new orientations for biotope mapping in Korea from a review of case studies on the classification of biotope typesin Germany. This study was conducted in the following manner: First, the related literature and data on biotopes in Germany was collected. Second, the representative examples at the provincial government level and urban and residential areas were selected. Finally, the characteristics of biotope types, biotope classification systems, and biotope classification criteria were reviewed. The results of reviewing the case examples in Germany are as follows: First, the biotope types at the provincial government level were composed of patterns which existed mostly in natural areas and the corresponding areas of their conditions. Those in urban and residential areas were made up of patterns which were distributed in urban areas and their peripheries. Second, the biotope classification systems at the provincial government level consisted of three steps:large, medium and small. Those in urban and residential areas were made up of two steps: medium and small. However, it is strongly recommended to introduce the biotope classification system composed of three steps. Third, the biotope classification criteria at the provincial government level considered ecological factors and anthropogenic factors except land use forms. Those in urban and residential areas reflected mostly anthropogenic factors and ecological factors. In conclusion, this study suggests that future biotope surveys and mapping in Korea should be investigated not only in urban areas but also in natural and semi-natural areas. In addition, a specified biotope type classification system should be established in Korea.

• 헤리티지:역사와 과학
• /
• 제56권2호
• /
• pp.282-294
• /
• 2023

국제적으로 근현대 유산의 조경적 가치에도 주목하고 이를 전승하기 위한 노력이 전개되고 있지만, 아직 우리나라는 근현대 조경유산의 등록문화재 등록이 미미한 실정이며 이와 관련한 제도개선 방안에 대해서도 논의된 바가 거의 없다. 이에 따라 본 연구는 근현대 조경유산도 법제도권 내에서 보호받고 그 가치가 조명될 수 있도록 등록문화재 제도의 등록기준과 분류체계 개선 방안을 모색하였다. 현재 등록문화재의 등록기준은 유산의 유형별로 규정되어 있지 않고 포괄적인 단일 기준으로 규정되어 있다. 유산의 조경적 가치가 검토될 수 있도록 등록기준이 별도로 마련되어야 한다. 영국과 일본의 유사 제도를 참조하여 등록기준은 첫째, 조경문화의 발전을 이해하는데 중요한 가치를 지니고 있는 것, 둘째 시대를 반영하거나 특징짓는 조경이 잘 남아있는 것, 마지막으로 주요 작가의 작품, 중요한 인물 또는 역사적 사건과 관련된 것으로 규정되어야 한다. 분류체계는 기연구된 대분류-중분류-소분류의 건조물 문화재 분류체계와 정합성을 이루면서 근현대 조경유산의 세부 유형이 구체적으로 명시되어야 한다. 대분류는 건조물 분류체계를 따르되 중분류에 단일 조경유산이라고 할 수 있는 공원 및 녹지, 광장, 정원이 추가되어야 한다. 건조물 유산과 결합된 정원 등의 조경유산은 건조물의 중분류를 토대로하여 소분류에 세부 유형이 명시되어야 한다. 이러한 분류체계는 향후 전수 조사되어야 할 등록 가능성이 있는 근현대조경유산의 분류 근거로도 활용될 수 있을 것이다.

• 한국문헌정보학회지
• /
• 제10권
• /
• pp.121-148
• /
• 1983

This study deals with and brings light on the classification system of Kyochangchongrok Kyongba((敎藏總錄 經部) Concerning the Euichon(義天)'s catalogue, Ohya(大屋德城) pointed out in 1937 that its classification system was different from that of the Kaewon Sokkyorok Yakchul(開元釋敎錄略出), and the system was not based on the diverse divisions of doctrines, such as Chontae(天台) or Whaom(華嚴). He went on to contend that the system, therefore, had no working rules, and was disorder as a corollary. The present writer, however, firmly convinced that Euichon must have had some criteria and order in editing the Catalogue on the basis of the commentaries which he had collected in 20 years, examined the catalogue by analyzing the classification system of sutra, vinaya and philosophy, thereby reclassifying them as divisions of doctrines like Wonhyo(元曉), Chontae(天台) and Hyonsu(賢首). As a result, the present writer disclosed that Euichon's Clataogue was edited in conformity with some criteria. For it was edited according tothe order of his teachings and meditations; complete combination of dharma, gist of final teachings, sermons of Hinavana Buddhism. Furthermore, it was clarified that he logically organized the system since he, concerning the sub-system, synthetically applied the reverse of the order which was illustrated in the diverse divisions of doctrines of 'Wonhyo', etc. consequently arranging and connecting the doctrines respectivelly. The significance of this treatise can, therefore, read as follows; to prove the Euichon's Catalogue was complied reasonably and logically on the basis of standing criterion.

• International Journal of Advanced Culture Technology
• /
• 제7권4호
• /
• pp.163-171
• /
• 2019

Purpose: Purpose: The National Safety Experience Center Establishment and Reinforcement Project Management Guidelines, established to build a national safety experience center that is central to practicing education on disasters and safety accidents, requires that appropriate experience training programs be in place. However, due to the lack of classification grounds for the six areas of disaster•safety accidents presented by the Ministry of Public Administration and Security, and the mortality statistics necessary for establishing sectors have accumulated for over a decade, they are based on this. Our purpose is to standardize classification of sectors belonging to each area. Methods: We will divide disaster•safety accidents into 6 areas by three steps, and the grounds for 6 areas of accidents are presented. The 15 external causes other than the disease since 2009 has been proposed by The National Statistical Office. Therefore on the basis of these causes, various sectors belonging to each area are classified. Results: We will divide all disaster•safety accidents into six areas through three logical separation stages, and the areas were systematically classified based on the 15 factors of death. In conclusion, we present the grounds for the classification criteria in the six areas, the transportation accident disaster area in three areas, the social infrastructure system area in four areas, the crime accident disaster area in four areas, the life safety accident area in four areas, we set up all disaster•safety accidents in six areas and finally standardize total 25 areas.

• 한국측량학회:학술대회논문집
• /
• 한국측량학회 2007년도 춘계학술발표회 논문집
• /
• pp.307-310
• /
• 2007

It's important to classify criteria in selecting suitable area about the huge industrial area and housing area. Also it's need accurate criteria and effectiveness in selecting suitable area. The aim of the study is to investigate area using data result from aspect, elevation, slope were analyzed by satellite image and DEM. Finally, review the effectiveness and complement of cirteria in the future.

• 기술혁신학회지
• /
• 제6권2호
• /
• pp.265-277
• /
• 2003

The various technologies of the science and technology field were systematized to manage information, personnel and R&D activities related to S&T effectively. The resulting “National Standard Science and Technology Classification” which were composed of 19 areas, 160 divisions and 1,023 categories could contribute to establish rational S&T policy. “National Standard Science and Technology Classification” is synthetic in national level because they include all areas of S&T activities. 5 criteria, which were inclusiveness, exclusiveness, likeness, scale and universality, were used to exert every effort in including the opinion of all experts and to consider harmony between S&T areas. In addition, “National Standard Science and Technology Classification” was prepared to be interchangeable with various classification which were used in other R&D management institutes under the different ministries.

• 한국안전학회지
• /
• 제20권3호
• /
• pp.53-57
• /
• 2005

This paper presents development of a classification system for an electrical fire investigation. In order to reduce an electrical fires and establish detailed prevention plans, the collection of an electrical fire causes and base data are very important. Based on this data, a new classification system for an electrical fire investigation was developed and the direction to the classification system was suggested by fundamental analysis. All of the collected information is analyzed by bottom-up method. Criteria items which based on base data were categorized to classify items. The classification of items were found out as follows : basic condition fire scene condition, fire sign, fire cause. Particularly, the fire cause category is classified. A new developed classification system for an electrical fire investigation will be used to analyse electrical fires easily and efficiently.

• 한국원자력학회:학술대회논문집
• /
• 한국원자력학회 1998년도 추계학술발표회요약집
• /
• pp.377-377
• /
• 1998