• Title/Summary/Keyword: Input Data

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Data complement algorithm of a complex sewerage pipe system for urban inundation modeling

  • Lee, Seungsoo;An, Hyunuk;Kim, Yeonsu;Hur, Young-Teck;Lee, Daeeop
    • 농업과학연구
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    • 제47권3호
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    • pp.509-517
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    • 2020
  • Geographic information system (GIS) sewer network data are a fundamental input material for urban inundation modeling, which is important to reduce the increasing damages from urban inundation due to climate change. However, the essential attributes of the data built by a local government are often missing because the purpose of building the data is the maintenance of the sewer system. Inconsistent simplification and supplementation of the sewer network data made by individual researchers may increase the uncertainty of flood simulations and influence the inundation analysis results. Therefore, it is necessary to develop a basic algorithm to convert the GIS-based sewage network data into input data that can be used for inundation simulations in consistent way. In this study, the format of GIS-based sewer network data for a watershed near the Sadang Station in Seoul and the Oncheon River Basin in Busan was investigated, and a missing data supplementing algorithm was developed. The missing data such as diameter, location, elevation of pipes and manholes were assumed following a consistent rule, which was developed referring to government documents, previous studies, and average data. The developed algorithm will contribute to minimizing the uncertainty of sewer network data in an urban inundation analysis by excluding the subjective judgment of individual researchers.

MS 워드프로세서의 입력 파일에 대한 유효성 테스팅 방법에 관한 연구 (A Study on Validation Testing for Input Files of MS Word-Processor)

  • 윤영민;최종천;유해영;조성제
    • 정보처리학회논문지C
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    • 제14C권4호
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    • pp.313-320
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    • 2007
  • 본 논문에서는 MS 워드프로세서의 입력 파일에 대한 유효성을 검사하여 MS 워드프로세서의 보안 취약성을 분석하는 방법을 제안하였다. 즉, 워드프로세서에 적용되는 입력 파일의 헤더 정보를 분석함으로써, 그 입력 파일에 존재하는 취약성을 검출하였다. 본 논문에서 수행한 입력 파일 유효성 테스팅은 기존 결함 주입 도구인 Holodeck 및 CANVAS 등으로는 테스트할 수 없다. 제안한 방법은 헤더를 가진 데이터 파일을 입력으로 사용하는 한글, MS 엑셀 등의 입력 파일에 대한 취약성 검출에도 적용될 수 있다. 또한, 대상 소프트웨어들의 결함 허용성 평가 및 신뢰성 평가에도 사용될 수 있다.

모바일 폰에서의 양 손을 이용한 한글 입력 수행도 예측 모델에 대한 연구 (Two - Handed Hangul Input Performance Prediction Model for Mobile Phone)

  • 이주우;명노해
    • 대한인간공학회지
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    • 제27권4호
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    • pp.73-83
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    • 2008
  • With a rapid extension of functions in mobile phones, text input method has become very important for mobile phone users. Previous studies for text input methods were focused on Fitts' law, emphasizing expert's behaviors with one-handed text input method. However, it was observed that 97% of Korean mobile phone users input texts with two-hands. Therefore, this study was designed to develop a prediction model of two-handed Hangul text entry method including novice users as well as experts for mobile phone. For this study, Fitts' law was hypothesized to predict experts' movement time(MT) whereas Hick-Hyman law for visual search time was hypothesized to be added to MT for novices. The results showed that the prediction model was well fitted with the empirical data for both experts and novices with less than 3% error rates. In conclusion, this prediction model of two-handed Hangul text entry including novice users was proven to be a very effective model for modeling two-handed Hangul text input behavior for both experts.

저투입벼 재배에 관한 경영사례분석 (Economic Analysis on low Input Rice Cultivation)

  • 신용인;박주섭
    • 농업과학연구
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    • 제23권2호
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    • pp.285-300
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    • 1996
  • This study is aimed to provide data of low-input rice cultivation for agricultural policy, to reveal the problems of low-input cultivation through comparing the economic result of low-input cultivation with the common one, to search for solution or mitigation of the problems of low-input cultivation, and to forecast the future prospect of low-input rice cultivation. The following were the results obtained from the survey and analysis. The working hours per 10a inputted 45.4 hours which is 32% more than 34.5 hours of common cultivation. Yield per 10a was 355kg which was 101kg less than 456kg of common cultivation. But the farm received price per kg was 1,984.9 won which was 547.9 won more than 1,436.5 won of common cultivation. Gross receipts per 10a was 704,438 won which was higher than 655,044 won of common cultivation, and management cost was 230,820 won which slightly higher than 188,157 won of common cultivation. Consequently, the income of low-input rice cultivation was 473,617 won which somewhat exceed to 466,887 won of common cultivation.

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디퓨져와 노즐을 이용한 열공압형 마이크로 펌프의 입력 전압과 주파수에 따른 펌핑 특성에 관한 실험적 연구 (An Experimental Study on the Pumping Characteristics of Diffuser-Nozzle Based Thermopneumatic Micropumps with Different Input Voltages and Frequencies)

  • 정진;채희문;김창녕
    • 설비공학논문집
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    • 제19권9호
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    • pp.654-661
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    • 2007
  • This study has been conducted to investigate the pumping characteristics of diffuser-nozzle based thermopneumatic micropumps with different input voltages and frequencies. In this study, the displacements of the membrane have been obtained changing the input voltage and frequency in load-free state because it is very difficult to measure the displacement of the membrane in an actual load state. It has been found that the amplitude of the membrane displacement increases as the input voltage increases. The pressure head of the thermopneumatic micropump increases almost linearly over some range of the input voltage and decreases almost linearly as the frequency increases. Also, the results show that the thermopneumatic micropump can pump the fluid over a certain input voltage. This study can be utilized as basic data for design and evaluation of thermopneumatic micropumps.

An investigation on the maximum earthquake input energy for elastic SDOF systems

  • Merter, Onur
    • Earthquakes and Structures
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    • 제16권4호
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    • pp.487-499
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    • 2019
  • Energy-based seismic design of structures has gradually become prominent in today's structural engineering investigations because of being more rational and reliable when it is compared to traditional force-based and displacement-based methods. Energy-based approaches have widely taken place in many previous studies and investigations and undoubtedly, they are going to play more important role in future seismic design codes, too. This paper aims to compute the maximum earthquake energy input to elastic single-degree-of-freedom (SDOF) systems for selected real ground motion records. A data set containing 100 real ground motion records which have the same site soil profiles has been selected from Pacific Earthquake Research (PEER) database. Response time history (RTH) analyses have been conducted for elastic SDOF systems having a constant damping ratio and natural periods of 0.1 s to 3.0 s. Totally 3000 RTH analyses have been performed and the maximum mass normalized earthquake input energy values for all records have been computed. Previous researchers' approaches have been compared to the results of RTH analyses and an approach which considers the pseudo-spectral velocity with Arias Intensity has been proposed. Graphs of the maximum earthquake input energy versus the maximum pseudo-spectral velocity have been obtained. The results show that there is a good agreement between the maximum input energy demands of RTH analysis and the other approaches and the maximum earthquake input energy is a relatively stable response parameter to be used for further seismic design and evaluations.

Experimental validation of Kalman filter-based strain estimation in structures subjected to non-zero mean input

  • Palanisamy, Rajendra P.;Cho, Soojin;Kim, Hyunjun;Sim, Sung-Han
    • Smart Structures and Systems
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    • 제15권2호
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    • pp.489-503
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    • 2015
  • Response estimation at unmeasured locations using the limited number of measurements is an attractive topic in the field of structural health monitoring (SHM). Because of increasing complexity and size of civil engineering structures, measuring all structural responses from the entire body is intractable for the SHM purpose; the response estimation can be an effective and practical alternative. This paper investigates a response estimation technique based on the Kalman state estimator to combine multi-sensor data under non-zero mean input excitations. The Kalman state estimator, constructed based on the finite element (FE) model of a structure, can efficiently fuse different types of data of acceleration, strain, and tilt responses, minimizing the intrinsic measurement noise. This study focuses on the effects of (a) FE model error and (b) combinations of multi-sensor data on the estimation accuracy in the case of non-zero mean input excitations. The FE model error is purposefully introduced for more realistic performance evaluation of the response estimation using the Kalman state estimator. In addition, four types of measurement combinations are explored in the response estimation: strain only, acceleration only, acceleration and strain, and acceleration and tilt. The performance of the response estimation approach is verified by numerical and experimental tests on a simply-supported beam, showing that it can successfully estimate strain responses at unmeasured locations with the highest performance in the combination of acceleration and tilt.

이용자 인식조사를 기반으로 한 참고정보원 메타데이터 항목 제안에 관한 연구 (A Study for Suggesting Online Reference Resources' Metadata Elements Based on the Users' Perceptions)

  • 노영희
    • 한국비블리아학회지
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    • 제21권2호
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    • pp.81-96
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    • 2010
  • 본 연구에서는 이용자 인식조사를 기반으로 하여 온라인 참고정보원용 메타데이터 항목을 제안하고 있다. 설문을 통해 4 관종의 사서들에게 17개 메타데이터 각각의 항목에 대한 필요성에 대해서 물었다. 또한 지난 2년 동안 운영되어온 시스템에의 메타데이터 입력현황과 이용자 인식조사 결과를 비교하였다. 이용자 인식조사와 시스템 입력비율을 기반으로, 17개의 메타데이터 항목 중 정보원 제목, 설명, 주제분야, 출판사, 유형, 식별자, 언어, 범위, 소장위치, 태그 항목은 반드시 포함되어야 할 항목으로 최종적으로 제안할 수 있었다. 또한 제작자와 저작권의 데이터가 실제 시스템에 입력된 비율은 각각 20.20%, 18.30%였으나, 설문응답자들은 각각 82.15%, 82.77%로 이 항목이 필요하다고 응답하였다. 따라서 이 두 개의 항목도 포함시키는 것이 적합하다고 본다. 다만, 시스템에의 입력비율이 3% 이하였던 형태, 원정보원, 날짜, 관련정보원, 기여자 항목에 대해 설문응답자의 거의 70% 이상이 이 모든 항목이 필요하다고 응답하였으므로 이에 대해서는 추가적인 연구가 진행되어야 한다고 본다.

입력 데이터 분할을 이용한 저전력 부스 곱셈기 설계 (Low-Power Multiplier Using Input Data Partition)

  • 박종수;김진상;조원경
    • 한국통신학회논문지
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    • 제30권11A호
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    • pp.1092-1097
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    • 2005
  • 본 논문에서는 곱셈을 수행할 때 발생되는 스위칭 을을 줄이는 방식의 저전력 부스 곱셈기를 제안한다. radix-4 부스 알고리즘 (radix-4 Booth algorithm)은 입력에서 연속되는 3비트가 0이나 1의 같은 값을 가지게 되면, 부스 인코딩 결과로서 0을 발생시키는 특성을 가지고 있다. 따라서 곱셈기의 두 입력 중 더 작은 활성영역을 갖는 입력을 승수로 사용할 때 부분 곱셈결과가 0이 될 확률이 높다. 제안된 곱셈기는 곱셈식을 본래의 곱셈 입력 비트보다 더 작은 비트를 갖는 여러 개의 곱셈식으로 분할한 후, 각각의 곱셈들을 독립적으로 계산하여 각각의 곱셈의 결과를 더하여 최종적인 결과를 얻는다. 따라서 곱셈의 두 입력간의 교환율은 기존의 곱셈기보다 더 높아지게 된다. 이는 제안된 곱셈기의 부스 인코딩 결과가 0이 되는 확률이 기존의 곱셈기보다 더 높은 저전력 곱셈기를 구현할 수 있음을 의미한다. 제안된 곱셈기는 기존의 부스 곱셈기보다 최대 $20\%$ 정도의 소모전력이 감소됨을 확인하였다.

데이터 예측 클래스 기반 적대적 공격 탐지 및 분류 모델 (Adversarial Example Detection and Classification Model Based on the Class Predicted by Deep Learning Model)

  • 고은나래;문종섭
    • 정보보호학회논문지
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    • 제31권6호
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    • pp.1227-1236
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    • 2021
  • 딥러닝 분류 모델에 대한 공격 중 하나인 적대적 공격은 입력 데이터에 인간이 구별할 수 없는 섭동을 추가하여 딥러닝 분류 모델이 잘못 분류하도록 만드는 공격이며, 다양한 적대적 공격 알고리즘이 존재한다. 이에 따라 적대적 데이터를 탐지하는 연구는 많이 진행되었으나 적대적 데이터가 어떤 적대적 공격 알고리즘에 의해 생성되었는지 분류하는 연구는 매우 적게 진행되었다. 적대적 공격을 분류할 수 있다면, 공격 간의 차이를 분석하여 더욱 견고한 딥러닝 분류 모델을 구축할 수 있을 것이다. 본 논문에서는 공격 대상 딥러닝 모델이 예측하는 클래스를 기반으로 은닉층의 출력값에서 특징을 추출하고 추출된 특징을 입력으로 하는 랜덤 포레스트 분류 모델을 구축하여 적대적 공격을 탐지 및 분류하는 모델을 제안한다. 실험 결과 제안한 모델은 최신의 적대적 공격 탐지 및 분류 모델보다 정상 데이터의 경우 3.02%, 적대적 데이터의 경우 0.80% 높은 정확도를 보였으며, 기존 연구에서 분류하지 않았던 새로운 공격을 분류한다.