• Title/Summary/Keyword: visual mode

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A Climate Prediction Method Based on EMD and Ensemble Prediction Technique

  • Bi, Shuoben;Bi, Shengjie;Chen, Xuan;Ji, Han;Lu, Ying
    • Asia-Pacific Journal of Atmospheric Sciences
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    • v.54 no.4
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    • pp.611-622
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    • 2018
  • Observed climate data are processed under the assumption that their time series are stationary, as in multi-step temperature and precipitation prediction, which usually leads to low prediction accuracy. If a climate system model is based on a single prediction model, the prediction results contain significant uncertainty. In order to overcome this drawback, this study uses a method that integrates ensemble prediction and a stepwise regression model based on a mean-valued generation function. In addition, it utilizes empirical mode decomposition (EMD), which is a new method of handling time series. First, a non-stationary time series is decomposed into a series of intrinsic mode functions (IMFs), which are stationary and multi-scale. Then, a different prediction model is constructed for each component of the IMF using numerical ensemble prediction combined with stepwise regression analysis. Finally, the results are fit to a linear regression model, and a short-term climate prediction system is established using the Visual Studio development platform. The model is validated using temperature data from February 1957 to 2005 from 88 weather stations in Guangxi, China. The results show that compared to single-model prediction methods, the EMD and ensemble prediction model is more effective for forecasting climate change and abrupt climate shifts when using historical data for multi-step prediction.

A Visibility Sensor using a 905nm Pulsed Mode Laser (905nm 펄스 레이저를 이용한 시정계 센서)

  • 김광웅;전호경;송동혁;박정호
    • Proceedings of the Optical Society of Korea Conference
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    • 2002.07a
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    • pp.210-211
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    • 2002
  • 산업의 발전과 급속한 대도시화는 환경오염이라는 새로운 사회적 이슈를 발생시켰다. 시정(Visual Range)이란 대기의 혼탁도를 나타내는 기상요소로서, 정상적인 시각을 가진 사람이 목표를 식별할 수 있는 최대거리를 의미한다 시정은 대기오염을 판단할 수 있는 척도이며, 항만 및 공항 등에서는 인명 및 재산과 직접적인 관계를 갖고 있어, 최근 시정 측정에 대한 중요성이 높아지고 있다. 본 논문에서는 배경 잡음에 좋은 특성을 가지며, 보디- 정확한 시정 측정을 위하여 905nm 펄스 모드 반도체 레이저 다이오드를 이용한 시정계 센서를 제작하여 실험하였다. (중략)

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A Study on the Meaning of Average Values and Its Teaching Statistics Area (통계 영역에서 대표값의 의미와 지도에 관한 고찰)

  • 박영희
    • School Mathematics
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    • v.3 no.2
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    • pp.281-294
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    • 2001
  • As a measure of the center of data, arithmetical mean, median, mode, harmonic mean and geometric mean are generally used. Students must learn qualitative aspect of average values as well as its calculation for its adequate use. As the result of the learning, they should be able to select the appropriate average value according to the characteristic of data and problem context. For this object, the historical origin and visual interpretation of average values were introduced in this paper. And to help teaching several meanings of average values, several examples including context were suggested.

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Development of a Logistics Network Simulator (물류망 설계 및 계획을 위한 컴퓨터 시뮬레이터의 개발)

  • Park, Yang-Byung
    • IE interfaces
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    • v.14 no.1
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    • pp.30-38
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    • 2001
  • Logistics network management has become one of the most important sources of competitive advantage regarding logistics cost and customer service in numerous business segments. Logistics network simulation is a powerful analysis method for designing and planning the logistics network optimally in an integrated way. This paper introduces a logistics network simulator, LONSIM, developed by author. LONSIM deploys a mix of simulation and optimization functions to model and analysis logistics network issues such as facility location, inventory policy, manufacturing policy, transportation mode, warehouse assignment, supplier assignment, order processing priority rule, and vehicle routes. LONSIM is built with AweSim 2.1 and Visual Basic 6.0, and executed in windows environment.

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Software Development for the Construction of Periodic Maintenance System (정기보전체계 구축을 위한 소프트웨어개발)

  • 김재중;김원중
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.18 no.35
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    • pp.115-122
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    • 1995
  • This paper is developed with software system for the construction of periodic maintenance. The system includes records of equipment, maintenance work, failure mode analysis and work standards of maintenability, inspection & repair to establish periodic maintenance system. And the software program is designed with user-oriented to analyze maintenance data and maintenance system of periodic interval times. Also machine operator can easily apply maintenance management system in production & manufacturing field. Visual Basic in the environment of Window system is used as computer program language for graphics and data base management in IBM PC.

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A Study on the Destructive Method in Contemporary Painting - On Vandalic and Iconoclastic Destruction (현대 서양회화에서의 해체(Destruction) 연구 : 야성적(Vandalic) 경향과 성상파괴적(Iconoclastic) 경향을 중심으로)

  • Park Ki-Woong
    • Journal of Science of Art and Design
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    • v.2
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    • pp.5-41
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    • 2000
  • The purpose of this thesis is to study about destructive method in late twentieth Century Paintings. To do this we will consider the examples of Frank Stella and Anselm Kiefer's expressive methods. And this thesis is designed to investigate the change of the two Modes. The centering change is in the destructive manner of them, and they are traced systematically. In these chapters we will study the procedure of the destruction and specification of the Modes; the subject which contains the special element, the relation between it and the artist's willful meaning, morphological specification, symbol system formative language, subject, material and coloring way. etc. The origin of the methodology is systematically studied and the procedures of the content applicated are considered. In the special characteristics of the methodology, the special feactures it contains will be considered. The basis of the deconstructive idea from Nietsche, Derrida, Saussire, Andrew Benjamin and others will be applied to understand the two Modes of artistic methodology, and whether or not they can be tools of explaining the methodology of our time is distinguished. Next, the methodologically founded contents and concepts from Chapter#2 are related and intertwined together. The outer destructive aspect and inner destructive specification are centrally uncovered by the Interpretation. The resulting background of the Mode, the factor of destruction and central concept, along with the works, applied ideas, and pre-scholar's writings, are conjoined and explained. The characteristics of S Mode are revealed as being similar to those of Vandalic Destruction and Baroque formalistic Style, while K Mode is closely related to Iconoclastic Destruction and Neoclassical Antiformal Style.

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The Efficacy of Three-Dimensional Sweeping Mode Extracorporeal Shockwave Treatment for Plantar Fasciitis (3차원 동적집속모드 체외충격파 기기를 이용한 족저근막염 치료의 유용성)

  • Lim, Joo Ae;Lee, Chan Hee;Park, Jae Han
    • Journal of Korean Foot and Ankle Society
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    • v.26 no.2
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    • pp.84-87
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    • 2022
  • Purpose: This was a pilot study to examine the clinical usefulness of the newly developed three-dimensional sweep mode extracorporeal shockwave treatment (ESWT) in patients with plantar fasciitis. Materials and Methods: Three-dimensional sweep mode ESWT was performed once a week for 5 weeks in patients with plantar fasciitis who showed no improvement with the conventional conservative treatment. A 100-mm visual analogue scale (VAS) reading for pain from walking and at rest after walking were collected before the treatment and 8 and 16 weeks after the initial treatment. In addition, the Foot and Ankle Outcome Score (FAOS) and EuroQol-5-dimension (EQ-5D) scores before and 16 weeks after the treatment were evaluated. Results: VAS for pain for walking improved from 50.60±8.38 to 19.80±15.61 at 8 weeks after the initial treatment (p=0.008) and 9.80±9.62 at 16 weeks after the treatment (p<0.001). VAS for pain at rest after walking improved from 36.60±19.55 to 11.80±12.95 at 8 weeks after the initial treatment (p=0.052) and 8.80±8.87 at 16 weeks after the treatment (p=0.024). Preoperative FAOS increased from an average of 74.80±9.73 before the treatment to an average of 81.00±8.86 at week 16 after the procedure (p=0.49) and compared to pre-treatment levels, there was a decrease of one level in the anxiety/depression domain of the EQ-5D, post-treatment. Conclusion: The results of this preliminary study confirmed that the newly developed EWST with the smart forging sweep mode was effective in improving pain and function in plantar fasciitis.

Image Conversion in Digital Design (디지털디자인에서 이미지의 變換)

  • Kim, Hun
    • Archives of design research
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    • v.15 no.1
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    • pp.309-318
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    • 2002
  • An expression of image in visual communication design traditionally has a dose relationship with the mechanical part of several expression media. Especially, an image conversion becomes easter by converging various forms of image such as a pictorial expression, a drawing up a plan, an optical expression and a reflected image into digital data in the image expression using digital mode. In addition, synthesis between various forms of visual ,images is activated by the integration of all expression media into digital mode and thus the extent of the image expression becomes diversified. Moreover, there is a tendency that a various dimensional expression such as 3D and 4D is generalized in the image expression of digital design. A partial or whole image conversion has often occurred during the generalization process of several image forms. Such conversion summarized into two factors, a formative side and a technical side. We described the existing pictorial expression as a formative side, an optical expression as a photography, a materialization of image conversion theory of computer graphic image conversion according to data form as a technical side and specific content according to dimension. We summarized objective and demonstrative resets through a simple simulation using a computer for the contents required a technical and qualitative measure and presented an application program of the particular results from the study to the visual communication design work by a case.

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Speech Recognition by Integrating Audio, Visual and Contextual Features Based on Neural Networks (신경망 기반 음성, 영상 및 문맥 통합 음성인식)

  • 김명원;한문성;이순신;류정우
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.41 no.3
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    • pp.67-77
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    • 2004
  • The recent research has been focused on fusion of audio and visual features for reliable speech recognition in noisy environments. In this paper, we propose a neural network based model of robust speech recognition by integrating audio, visual, and contextual information. Bimodal Neural Network(BMNN) is a multi-layer perception of 4 layers, each of which performs a certain level of abstraction of input features. In BMNN the third layer combines audio md visual features of speech to compensate loss of audio information caused by noise. In order to improve the accuracy of speech recognition in noisy environments, we also propose a post-processing based on contextual information which are sequential patterns of words spoken by a user. Our experimental results show that our model outperforms any single mode models. Particularly, when we use the contextual information, we can obtain over 90% recognition accuracy even in noisy environments, which is a significant improvement compared with the state of art in speech recognition. Our research demonstrates that diverse sources of information need to be integrated to improve the accuracy of speech recognition particularly in noisy environments.