• 제목/요약/키워드: Zero dimensional space

검색결과 60건 처리시간 0.026초

Combination of Brain Cancer with Hybrid K-NN Algorithm using Statistical of Cerebrospinal Fluid (CSF) Surgery

  • Saeed, Soobia;Abdullah, Afnizanfaizal;Jhanjhi, NZ
    • International Journal of Computer Science & Network Security
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    • 제21권2호
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    • pp.120-130
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    • 2021
  • The spinal cord or CSF surgery is a very complex process. It requires continuous pre and post-surgery evaluation to have a better ability to diagnose the disease. To detect automatically the suspected areas of tumors and symptoms of CSF leakage during the development of the tumor inside of the brain. We propose a new method based on using computer software that generates statistical results through data gathered during surgeries and operations. We performed statistical computation and data collection through the Google Source for the UK National Cancer Database. The purpose of this study is to address the above problems related to the accuracy of missing hybrid KNN values and finding the distance of tumor in terms of brain cancer or CSF images. This research aims to create a framework that can classify the damaged area of cancer or tumors using high-dimensional image segmentation and Laplace transformation method. A high-dimensional image segmentation method is implemented by software modelling techniques with measures the width, percentage, and size of cells within the brain, as well as enhance the efficiency of the hybrid KNN algorithm and Laplace transformation make it deal the non-zero values in terms of missing values form with the using of Frobenius Matrix for deal the space into non-zero values. Our proposed algorithm takes the longest values of KNN (K = 1-100), which is successfully demonstrated in a 4-dimensional modulation method that monitors the lighting field that can be used in the field of light emission. Conclusion: This approach dramatically improves the efficiency of hybrid KNN method and the detection of tumor region using 4-D segmentation method. The simulation results verified the performance of the proposed method is improved by 92% sensitivity of 60% specificity and 70.50% accuracy respectively.

REGULARIZATION FOR THE PROBLEM OF FINDING A SOLUTION OF A SYSTEM OF NONLINEAR MONOTONE ILL-POSED EQUATIONS IN BANACH SPACES

  • Tran, Thi Huong;Kim, Jong Kyu;Nguyen, Thi Thu Thuy
    • 대한수학회지
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    • 제55권4호
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    • pp.849-875
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    • 2018
  • The purpose of this paper is to present an operator method of regularization for the problem of finding a solution of a system of nonlinear ill-posed equations with a monotone hemicontinuous mapping and N inverse-strongly monotone mappings in Banach spaces. A regularization parameter choice is given and convergence rate of the regularized solutions is estimated. We also give the convergence and convergence rate for regularized solutions in connection with the finite-dimensional approximation. An iterative regularization method of zero order in a real Hilbert space and two examples of numerical expressions are also given to illustrate the effectiveness of the proposed methods.

RADARSAT 위성의 궤도결정과 자세결정을 이용한 SAR 영상의 자리매김 (GEOCODING OF SAR IMAGE USING THE ORBIT AND ATTITUDE DETERMINATION OF RADARSAT)

  • 소진욱;최규홍;원중선
    • Journal of Astronomy and Space Sciences
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    • 제15권1호
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    • pp.183-196
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    • 1998
  • SAR(Synthetic Aperture Radar) 영상과 수치지형표고모형(DEM: Digital Elevation Model)을 이용하여 3차원 입체영상지도를 만드는 과정이 소개된다. 영상좌표와 DEM의 지리적 좌표 계를 이어주기 위해서는 그 연결고리로써 위성의 궤도결정과 자세결정의 방법을 이용하여 영상신호 취득 기하를 정밀하게 모형 화하는 작업이 요구된다. 이를 위해 사례연구 대상으로 삼은 RADARSAT의 궤도결정과 자세결정을 수행하였다. 궤도결정을 위해서는 영상신호 취득 시 관측된 영도 플러(zero Doppler) 경사거리를 이용하며, 자세결정을 위해서는 도플러 중심주파수(Doppler centriod)를 이용한다. 엄밀한 영상신호 취득기하를 확립함으로써 위성중심의 정밀한 영상 자리 매김 과정이 소개된다. 기존의 영상자리 매김이 순방향(영상좌표 계에서 지리적 좌표 계)으로 이루어진 것과는 반대로 영상 내에 지형 보정을 동시에 실시하기 위해서 DEM을 이용하여 역 방향(지리적 좌표 계에서 영상좌표 계)으로 수행하였다. 위성과 지상목표물간의 운동은 지구중심 관성좌표 계에서 기술된다.

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Higher order flutter analysis of doubly curved sandwich panels with variable thickness under aerothermoelastic loading

  • livani, Mostafa;MalekzadehFard, Keramat;Shokrollahi, Saeed
    • Structural Engineering and Mechanics
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    • 제60권1호
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    • pp.1-19
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    • 2016
  • In this study, the supersonic panel flutter of doubly curved composite sandwich panels with variable thickness is considered under aerothermoelastic loading. Considering different radii of curvatures of the face sheets in this paper, the thickness of the core is a function of plane coordinates (x,y), which is unique. For the first time in the current model, the continuity conditions of the transverse shear stress, transverse normal stress and transverse normal stress gradient at the layer interfaces, as well as the conditions of zero transverse shear stresses on the upper and lower surfaces of the sandwich panel are satisfied. The formulation is based on an enhanced higher order sandwich panel theory and the vertical displacement component of the face sheets is assumed as a quadratic one, while a cubic pattern is used for the in-plane displacement components of the face sheets and the all displacement components of the core. The formulation is based on the von $K{\acute{a}}rm{\acute{a}}n$ nonlinear approximation, the one-dimensional Fourier equation of the heat conduction along the thickness direction, and the first-order piston theory. The equations of motion and boundary conditions are derived using the Hamilton principle and the results are validated by the latest results published in the literature.

SAMPLING ERROR ANALYSIS FOR SOIL MOISTURE ESTIMATION

  • Kim, Gwang-Seob;Yoo, Chul-sang
    • Water Engineering Research
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    • 제1권3호
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    • pp.209-222
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    • 2000
  • A spectral formalism was applied to quantify the sampling errors due to spatial and/or temporal gaps in soil moisture measurements. The lack of temporal measurements of the two-dimensional soil moisture field makes it difficult to compute the spectra directly from observed records. Therefore, the space-time soil moisture spectra derived by stochastic models of rainfall and soil moisture was used in their record. Parameters for both models were tuned with Southern Great Plains Hydrology Experiment(SGP'97) data and the Oklahoma Mesonet data. The structure of soil moisture data is discrete in space and time. A design filter was developed to compute the sampling errors for discrete measurements in space and time. This filter has the advantage in its general form applicable for all kinds of sampling designs. Sampling errors of the soil moisture estimation during the SGP'97 Hydrology Experiment period were estimated. The sampling errors for various sampling designs such as satedlite over pass and point measurement ground probe were estimated under the climate condition between June and August 1997 and soil properties of the SGP'97 experimental area. The ground truth design was evaluated to 25km and 50km spatial gap and the temporal gap from zero to 5 days.

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근사 1차원 솔버를 이용한 이중모드 램제트 연소실 해석 (Numerical Investigation of Dual Mode Ramjet Combustor Using Quasi 1-Dimensional Solver)

  • 양재훈;남재현;강상훈;여재익
    • 한국항공우주학회지
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    • 제49권11호
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    • pp.909-917
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    • 2021
  • 본 연구에서는 스크램제트 제어모델 정립을 위한 1차원 연소기 해석 솔버가 구축되었다. 유체에 대한 지배방정식 및 아레니우스 식 기반의 연소모델, 연료분사모델이 솔버 내에 구현되었으며, 해석이 수행되었다. 솔버의 검증을 위하여 0차원 점화지연 문제 및 1차원 스크램제트 연소해석 문제가 도입되었으며, 현 솔버가 선행 문헌의 결과들을 성공적으로 재현해 내고 있음을 확인하였다. 이어서 아음속 조건에서의 해석을 위한 램제트 해석 알고리즘이 구축되었으며, 열질식 위치를 통해 램제트 조건에서 연소기 입구 마하수를 확정하는 해석이 수행되었다. 램조건에서 PCST (precombustion shock train) 해석을 위한 모델이 도입되었으며, 천이구간 해석을 위한 알고리즘이 도입되었다. 또한 코드 내 램모드 해석의 적절성을 판단하기 위해 격리부 내 의사충격파 길이를 통해 불시동 발생 여부가 분석되었다.

욜리 텡(Yeohlee Teng) 디자인에 표현된 노마디즘 (Nomadism in Yeohlee Teng's Works)

  • 임은혁
    • 패션비즈니스
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    • 제20권1호
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    • pp.35-52
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    • 2016
  • Yeohlee Teng's 'Urban Nomad' concept stresses high mobility and flexibility in 'Clothing-as-shelter' in order to satisfy the needs of urban dwellers. Yeohlee interprets clothing as a portable environment that protects and shelters urban nomads as well as creates space of clothing as intimate architecture. This study examines Nomadism in Yeohlee's designs since 1981 when she received the attention from the fashion critics, by conducting literary survey as well as case analysis. Nomadism in Yeohlee's work showed the following characterizes. First, 'modular system' deals with the organized dressing system that enables interchanging and layering of separates that function in the fifth season; second, 'organic geometry' describes the architectonic approach to clothing as wearable structure that transforms two dimensional geometry into three dimensional form; third, 'functionalism' refers to the use of technological novel materials, ergonomic clothing construction, and the strategy of using structure as decoration; and fourth, 'reductionism' is the economical approach for realizing Nomadism, which is composed of one-size-fits-all as well as unisex size system and 'zero waste' strategy to maximize use of a piece of cloth.

6G in the sky: On-demand intelligence at the edge of 3D networks (Invited paper)

  • Strinati, Emilio Calvanese;Barbarossa, Sergio;Choi, Taesang;Pietrabissa, Antonio;Giuseppi, Alessandro;De Santis, Emanuele;Vidal, Josep;Becvar, Zdenek;Haustein, Thomas;Cassiau, Nicolas;Costanzo, Francesca;Kim, Junhyeong;Kim, Ilgyu
    • ETRI Journal
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    • 제42권5호
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    • pp.643-657
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    • 2020
  • Sixth generation will exploit satellite, aerial, and terrestrial platforms jointly to improve radio access capability and unlock the support of on-demand edge cloud services in three-dimensional (3D) space, by incorporating mobile edge computing (MEC) functionalities on aerial platforms and low-orbit satellites. This will extend the MEC support to devices and network elements in the sky and forge a space-borne MEC, enabling intelligent, personalized, and distributed on-demand services. End users will experience the impression of being surrounded by a distributed computer, fulfilling their requests with apparently zero latency. In this paper, we consider an architecture that provides communication, computation, and caching (C3) services on demand, anytime, and everywhere in 3D space, integrating conventional ground (terrestrial) base stations and flying (non-terrestrial) nodes. Given the complexity of the overall network, the C3 resources and management of aerial devices need to be jointly orchestrated via artificial intelligence-based algorithms, exploiting virtualized network functions dynamically deployed in a distributed manner across terrestrial and non-terrestrial nodes.

마이크로 컴퓨터를 이용한 휴대용 부정맥 모니터의 개발(I)-하드웨어 설계를 중심으로- (Development of Portable Arrhythmia Moniter Using Microcomputer(I))

  • 이명호;안재봉
    • 대한의용생체공학회:의공학회지
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    • 제7권2호
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    • pp.169-182
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    • 1986
  • Pulsed ultrasonic Doppler system is a useful diagnostic instrument to measure blood-flow-velocity, velocity profile, and volume-blood-flow. This system is more powerful compare with 2-dimensional B-scan tissue image. A system has been deve- loped and ii being evaluated using TMS 32010 DSP. We use this DSP for the purpose of real-time spectrum analyzer to obtain spectrogram in singlegate pulsed Doppler system and for the serial comb filter to cancel clutter and zero crossing counter to estimate Doppler mean frequency in multigate pulsed Doppler system. The Doppler shift of the backscattered signals is sensed in a phase detector. This Doppler signal corresponds to the mean velocity over a some region in space defined by the ultrasonic beam dimensions, transmitted pulse duration, and transducer ban(iwidth. Multi- gate pulsed Doppler system enable the transcutaneous and simultaneous assessment of the velocities in a number of adjacent sample volumes as a continuous function of time. A multigate pulsed Doppler system processing the information originating from presented.

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A GEOMETRIC APPROACH TO TIMELIKE FLOWS IN TERMS OF ANHOLONOMIC COORDINATES

  • Yavuz, Ayse;Erdogdu, Melek
    • 호남수학학술지
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    • 제44권2호
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    • pp.259-270
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    • 2022
  • This paper is devoted to the geometry of vector fields and timelike flows in terms of anholonomic coordinates in three dimensional Lorentzian space. We discuss eight parameters which are related by three partial differential equations. Then, it is seen that the curl of tangent vector field does not include any component in the direction of principal normal vector field. This implies the existence of a surface which contains both s - lines and b - lines. Moreover, we examine a normal congruence of timelike surfaces containing the s - lines and b - lines. Considering the compatibility conditions, we obtain the Gauss-Mainardi-Codazzi equations for this normal congruence of timelike surfaces in the case of the abnormality of normal vector field is zero. Intrinsic geometric properties of these normal congruence of timelike surfaces are obtained. We have dealt with important results on these geometric properties.