• Title/Summary/Keyword: Static Classification

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Development of a Performance Evaluation Model on Similarity Measurement Method of Malware (악성코드 유사도 측정 기법의 성능 평가 모델 개발)

  • Chu, Sung-Taek;Kim, HeeSeok;Im, Kwang-Hyuk;Kim, Kyu-Il;Seo, Chang-Ho
    • The Journal of the Korea Contents Association
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    • v.14 no.10
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    • pp.32-40
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    • 2014
  • While there is a great demand for malware classification to reduce the time required in malware analysis and find a new type of malware, various similarity measurement methods of malware to classify a lot of malwares have been proposed. But, the existing methods to measure similarity just represented the classification results by them and have not carried out performance comparison with other methods. This is because an evaluation model to compare the performance of similarity measurement methods is non-existent. In this paper, we propose a new performance evaluation model on similarity measurement methods of malware by using two indicators: success rate and degree of confidence. In addition, we compare and evaluate the performance of existing similarity measurement methods by using these two indicators.

The Instability Behavior of Shallow Sinusoidal Arches(1) : Classification of Static Buckling According to Shape Characteristics (얕은 정현형 아치의 불안정 거동에 관한 연구(1) : 형상특성에 따른 정적좌굴의 분류)

  • 김승덕;박지윤;권택진
    • Journal of the Computational Structural Engineering Institute of Korea
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    • v.12 no.3
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    • pp.407-415
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    • 1999
  • There are two kinds of instability phenomena for shell-type structures which are snap-through and bifurcation buckling. These are very sensitive according to the shape characteristics including rise-span ratio and especially shape initial imperfection. In this study, the equilibrium path of shallow sinusoidal arches supported by hinges at both ends is investigated to grasp the instability behavior of shell-type structures with initial imperfection. The Galerkin method is used to get the nonlinear discretized equation of governing differential equation considering geometric nonlinearity of arches and the perturbation method is also used to transform the nonlinear equation to incremental form.

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A Study on the Grinding Force Characteristics in the Internal Plunge Grinding (내면 플런지 연삭에 있어서 연삭력 특성에 관한 연구)

  • Seo, Young-Il;Her, Man-Seung;Choi, Hwan;Lee, Jong-Chan;Cheong, Seon-Hwan
    • Journal of the Korean Society for Precision Engineering
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    • v.16 no.12
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    • pp.54-59
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    • 1999
  • High precision internal plunge grinding is difficult because of the decrease in the quill stiffness due to the small diameter of wheel. In this paper, the characteristics of internal plunge grinding were investigated. Grinding experiments were performed at various grinding conditions with vitrified bonded CBN wheels. The grinding period was assumed to be consisted of rough grinding and fine grinding. The classification of grinding was determined int terms of the normal grinding forces and actual depth of cut. The experimental results indicate that the higher depth of cut and infeed speed result in the longer rough grinding time. The maximum normal grinding force was nearly equal to the static force and it decreases exponentially as the grinding continues.

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Pedestrian Detection and Tracking Method for Autonomous Navigation Vehicle using Markov chain Monte Carlo Algorithm (MCMC 방법을 이용한 자율주행 차량의 보행자 탐지 및 추적방법)

  • Hwang, Jung-Won;Kim, Nam-Hoon;Yoon, Jeong-Yeon;Kim, Chang-Hwan
    • The Journal of Korea Robotics Society
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    • v.7 no.2
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    • pp.113-119
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    • 2012
  • In this paper we propose the method that detects moving objects in autonomous navigation vehicle using LRF sensor data. Object detection and tracking methods are widely used in research area like safe-driving, safe-navigation of the autonomous vehicle. The proposed method consists of three steps: data segmentation, mobility classification and object tracking. In order to make the raw LRF sensor data to be useful, Occupancy grid is generated and the raw data is segmented according to its appearance. For classifying whether the object is moving or static, trajectory patterns are analysed. As the last step, Markov chain Monte Carlo (MCMC) method is used for tracking the object. Experimental results indicate that the proposed method can accurately detect moving objects.

A Hybrid Value Predictor Using Static Classification (정적 분류를 이용한 혼합형 결과간 예측기)

  • 박홍준;고광현;조영일
    • Proceedings of the Korean Information Science Society Conference
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    • 2001.10c
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    • pp.865-867
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    • 2001
  • 데이터 종속성을 제거하기 위해서 명령어의 결과값을 예상하는 여러 결과값 예측기의 장점을 이용하여 놓은 성능을 얻을 수 있는 새로운 혼합형 예측 메커니즘을 제안한다. 제안된 혼합형 결과값 예측기는 예상 테이블을 모험적으로 갱신할 수 있기 때문에 부적절한(Stale) 데이터로 인해 잘못 예상되는 명령어의 수를 효과적으로 감소시킨다. 또한 정적 분류 정보를 사용하여 명령의 반입시 적절한 예측기에 할당함으로써 예상 정확도를 더욱 향상시키며, 하드웨어 비용을 효율적으로 감소시키도록 하였다. 5개의 SPECint 95 벤치마크 프로그램에 대해 SimpleScalar/PISA 3.0 툴셋을 사용하여 실험하였다. 16-이슈 폭에서 모험적 갱신을 사용한 평균 예상 정확도는 73%의 실험 결과가 나왔으며, 정적 분류 정보를 사용하였을 경우 예상 정확도가 88%로 증가된 결과를 얻었다.

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Implementation of Extended Task Role-Based Access Control Model (확장된 과업 역할기반 접근제어 모델의 구현)

  • 임황빈;박동규
    • Journal of the Institute of Electronics Engineers of Korea TE
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    • v.39 no.4
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    • pp.431-436
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    • 2002
  • This paper implements an improved model for access control enforcement in enterprise environments. The integration of the task role-based access control model and the "conflicting entities" administration paradigm supply a specification of static and dynamic separation of duty requirements in the workflow environment. The implemented Extended Task Role-Based Access Control model can deal with the conflicting entities for workflow oriented tasks. It will support elaborate separation of duty policy to tasks in enterprise environment through the classification of enterprise sessions according to their characteristics.

Classification of Bridge Current and Analysis of Heat Transfer Characteristics in Polyvinyl-Chloride-Sheathed Flat Cord Under Tracking

  • Jee, Seung-Wook;Lee, Chun-Ha;Lee, Kwang-Sik
    • Journal of Electrical Engineering and Technology
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    • v.8 no.1
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    • pp.176-182
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    • 2013
  • In this study, we examine the tracking happen in a polyvinyl-chloride-sheathed flat cord (PVCSFC), which is widely used as a distribution cord. The study classifies the bridge current via the formed conductive paths during tracking in the PVCSFC. Further, it attempts to distinguish the characteristics of heat generation and heat transfer by kind of bridge current. When the PVCSFC is in the static state, the bridge currents flow only through the electrolyte bridge. In the case of the carbonized PVCSFC, the bridge currents flow through one or more conductive paths. One is the electrolyte bridge, the other is the bridge that is consisted electrolyte and carbonized insulation. Currents flowing through different conductive paths have different heat generation and transfer characteristics. As the bridge current flowing in the conductive path consisting of electrolyte and carbonized insulation increases, the temperature difference between the surface of the PVCSFC and ambient air also increases correspondingly.

A Study on Real-time Quality Evaluation Method of Bibliographic Database (실시간 서지데이터베이스 평가방법에 관한 연구)

  • 노경란;권오진;유현종;문영호;홍성화
    • The Journal of the Korea Contents Association
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    • v.2 no.4
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    • pp.76-84
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    • 2002
  • The conventional database evaluation method is carried out by the way in which the person in charge of each specialty database(DB manager) composes the evaluation sheets for corretionㆍrevision on the already-constructed database in a manual method and carries out the measurement and re-education of DB workers based upon it. As a result, that way consumes much time on career information and measurement works about DB workers, causing low time and cost efficiency and lack of systematic management of DB workers, resulting in becoming the hindrance factor of databases quality improvement. This research provides on-line, red-time results of measurements about the efficiency of DB production and DB workers by combining the static measurement with dynamic measurement by DB manager, both of which utilize the System. Therefore, the DB manager can contribute to the improvement of DB quality by determining the continuation of DB production by DB workers or carrying out the re-education of DB workers without being affected by time or spacial constraints.

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A Study on an Experience of Seascape through Korean Popular Songs (대중가요를 통한 바다경관 체험에 관한 연구)

  • 채혜성;권차경;이동화;강영조
    • Journal of the Korean Institute of Landscape Architecture
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    • v.27 no.4
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    • pp.73-79
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    • 1999
  • This study is on the production and the classification of a new appreciation methods of seascape through materials in the words of Korean popular songs. In advance, it is necessary to understand the popular songs as collective representation and the songs are analytic data. In this study, some essential elements of seascape in popular songs are analyzed and classified. They are; 1. visible elements-weather, time, season and object. 2. all senses-vision, audition, olfaction, tactile sense, and spatial sense. 3. the line of vision-static line of vision and dynamic line of vision. In this way data is produced, and then the result of this study makes appreciation methods of seascape developed. In this way, this study results in developed appreciation of seascape. This study on new understanding of appreciation methods of seascape is on the basis of a design method of water-front that is considered a visible scene, not a design of construction elements.

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Case Study of Slope Protection Method using GeoComb (지오콤을 이용한 사면녹화공법의 현장적용 사례)

  • Oh, Young-In;Kim, Sung-Hwan;Yuu, Jung-Jo;Shim, Jin-Seap
    • Proceedings of the Korean Geotechical Society Conference
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    • 2008.10a
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    • pp.974-979
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    • 2008
  • The purpose of this study was to evaluate the effect of vegetation on the cutting slope applied by vegetation system in the whole land. The engineering characteristics of slopes were investigated using the face mapping and physical tests. From the statistical methods, a relationship between a geologic stratum and degree of covering was independent. Therefore, the afforestation of slope was affected more by condition of vegetation as direction and opening of joints, and a topsoil state than by conventional classification of layer. It was concluded that the adjustable vegetation on the slope considering condition of geometric shape of slope, joint data and spontaneous type could make useful early afforestation.

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