• 제목/요약/키워드: partial function

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벌점함수를 이용한 부분최소제곱 회귀모형에서의 변수선택 (Variable Selection in PLS Regression with Penalty Function)

  • 박종선;문규종
    • Communications for Statistical Applications and Methods
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    • 제15권4호
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    • pp.633-642
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    • 2008
  • 본 논문에서는 반응변수가 하나 이상이고 설명변수들의 수가 관측치에 비하여 상대적으로 많은 경우에 널리 사용되는 부분최소제곱회귀모형에 벌점함수를 적용하여 모형에 필요한 설명변수들을 선택하는 문제를 고려하였다. 모형에 필요한 설명변수들은 각각의 잠재변수들에 대한 최적해 문제에 벌점함수를 추가한 후 모의담금질을 이용하여 선택하였다. 실제 자료에 대한 적용 결과 모형의 설명력 및 예측력을 크게 떨어뜨리지 않으면서 필요없는 변수들을 효과적으로 제거하는 것으로 나타나 부분최소제곱회귀모형에서 최적인 설명변수들의 부분집합을 선택하는데 적용될 수 있을 것이다.

Lumbar Disc Herniation Presenting Cauda Equina Syndrome

  • Kim, Tae-Wan;Yoon, Jae-Woong;Heo, Weon;Park, Hwa-Seung;Rhee, Dong-Youl
    • Journal of Korean Neurosurgical Society
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    • 제39권1호
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    • pp.40-45
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    • 2006
  • Objective : To determine the relationship between the clinical outcome and the extent of surgical laminectomy for adequate decompression on the cases of cauda equina syndrome, the authors review and analyze their cases and compared with those of literatures. Methods : The authors reviewed 655 patients retrospectively who had underwent surgery on the cases of lumbar disc herniation from January 2000 to December 2004. There were 19 patients [2.9%] who presented for clinical cauda equina syndrome. Among them, we selected and analyzed 15 patients who were treated by unilateral partial hemilaminectomy with discectomy or bilateral partial laminectomy with discectomy, and they had been followed from 5 weeks to 47 months postoperatively [mean, 13.47 months]. The levels of the disc herniations were L4-5 in 8 patients, following L5-S1 in 4 patients and 2 levels [L4-5 and L5-S1] in 3 patients. Motor and sensory recoveries were recorded. Postoperative urinary function recovery Was defined according to Gleave and Macfarlane. Results : In 12 months postoperatively, the bladder function was obtained in 14 of 15 patients[93%] with regaining urinary continence. Thirteen of 15 patients[86%] with preoperative motor weakness of lower extremities were recovered. Sensory deficit of lower extremities, perianal and saddle anesthesia were all recovered. Patients had recovered on lumbosciatic pain and saddle hypesthesia, in turn, motor function and urinary incontinence. Conclusion : In treating cauda equina syndrome, the authors did less extensive surgery, such as unilateral partial hemilaminectomy with discectomy or bilateral partial laminectomy with discectomy for adequate decompression. The outcome is satisfactory and comparable with those of subtotal or total laminectomy.

이종 비유전율에서 TDR을 이용한 PD발생 위치 추적방법 (Using the TDR in Dielectric for Partial Discharge Signals Detection Method)

  • 최문규;차한주
    • 전기학회논문지
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    • 제64권9호
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    • pp.1374-1379
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    • 2015
  • Time Domain Reflectometry(TDR) using microwave bands, including broadband spectrum that occurs at the range of rates that start between partial discharge position it easier to make the techniques that could be measured. Partial discharge in the Gas Insulated Switchgear(GIS), the dielectric constant in the band more than GHz different the insulating material if you want to organize, and the insulating material regardless of how partial discharge position in the SF6 gas Partial Discharge by applying the heritability estimated its position, but the position error occurred about 23 percent of the existing way, correct in not suitable location tracking the outbreak PD. This technique the rate of other dielectric that make up the power apparatus heterology is measured at the function to slow the progression of the electromagnetic waves apart by calculating the partial discharge as the location, A simple way to track. Dielectric using other methods proposed new structure can calculate the speed of heritability PD is occurring can measure.

EXTENDED JACOBIN ELLIPTIC FUNCTION METHOD AND ITS APPLICATIONS

  • Chen, Huaitang;Zhang, Hongqing
    • Journal of applied mathematics & informatics
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    • 제10권1_2호
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    • pp.119-130
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    • 2002
  • An extended Jacobin elliptic function method is presented for constructing exact travelling wave solutions of nonlinear partial differential equations(PDEs) in a unified way. The main idea of this method is to take full advantage of the elliptic equation that Jacobin elliptic functions satisfy and use its solutions to replace Jacobin elliptic functions in Jacobin elliptic function method. It is interesting that many other methods are special cases of our method. Some illustrative equations are investigated by this means.

DEGREE BOUND FOR EVALUATION OF ALGEBRAIC FUNCTIONS

  • Choi, Sung-Woo
    • Journal of applied mathematics & informatics
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    • 제29권1_2호
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    • pp.505-510
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    • 2011
  • We give a constructive proof that a (partial) evaluation of a multivariate algebraic function with algebraic numbers is again an algebraic function. Especially, we obtain a bound on the degree of an evaluation with the degrees of the original algebraic function and the algebraic numbers evaluated. Furthermore, we show that our bound is sharp with an example.

SR DEVS에서 숨겨진 상속에 대한 결정확률 함수의 연구 (A study of determination probability function to the hidden inheritance in SR DEVS)

  • 박상준;이종찬
    • 한국컴퓨터정보학회논문지
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    • 제20권1호
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    • pp.137-142
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    • 2015
  • SR DEVS 모델링에 의한 객체 상속은 일부 자산에 대한 숨겨진 상속이 가능하다. 부모 객체로부터 넘겨받은 자산에 대해 자식 객체는 넘겨받은 자산의 일부 혹은 전부를 각각의 지정된 함수에 의해 수행할 수도 수행하지 않을 수도 있다. 자산 수행에 대한 숨겨진 상속은 자식 객체가 해당 자산에 대해 자원은 보유하고 있더라도 그것에 대한 수행은 하지 않는 것이다. 상속된 자산은 자식 객체의 자산 수행 전체에 나타나지 않을 수도 있으며, 특정한 시스템 상태에 따라 자산 수행을 할 수 있다. 여기서 자산 수행 전체라 함은 자식 객체가 생성되어 소멸될 때까지의 시간적 요소도 포함된다. 본 논문에서는 부모 객체로부터 상속받은 자산에 대해 숨겨진 상속 결정에 대한 확률 방안을 기술한다. 결정확률 함수에 의해 상속 자산이 숨겨진 상속이 될지 정상 상속이 될지 결정되는 것이다.

Estimation of Daily Milk Yields from AM/PM Milking Records

  • Lee, Deukhwan;Min, Hongrip
    • Journal of Animal Science and Technology
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    • 제55권6호
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    • pp.489-500
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    • 2013
  • Daily milk yields on test days were estimated using morning or afternoon partial milk yields collected by official agencies and the accuracy of the estimates was determined. Test-day data for milk yields consisted of 3,156,734 records of AM/PM partial milking measurements of 255,437 milking Holstein cows from 3,708 farms collected from December 2008 to April 2013. A linear regression model (LRM) was applied to estimate daily milk yields using alternate AM/PM milk yield records within lactation stages, milking intervals, and parities on every daily milk yield. The alternate statistical approach was a non-linear hierarchical model (NHM) in which Brody's growth function was implemented by reflecting an animal's physiological milk production cycle. When compared with LRM, daily milk yields predicted by the NHM were assumed to be functionally related to day in milk (or lactation) stage, milking intervals, and partial milk yields. Since the results were in terms of accuracies based on comparisons of different statistical models, accuracies of estimates of daily milk yields by NHM were close to those determined by the LRM. The average of these accuracies was 0.94 for AM partial milk yields and 0.93 for PM partial milk yields for first calving cows. However, the accuracies of AM/PM milk yield estimations from cows under a calving stage higher than the first parity were 0.96 and 0.95, respectively. Correlations between the estimated daily milk yields and the actual daily milk yields ranged from 0.96~0.98. These accuracies were lower for unbalanced AM/PM milking intervals and the first calving cows. Overall, prediction of daily milk yields by NHM would be more appropriate than by LRM due to its flexibility under different milk yield-related circumstances, which provides an idea of the functional relationship between milking intervals and days in milk with daily milk yields from statistical viewpoints.

실패 증례 분석을 통한 국소의치 제작 시 주의사항 (The Fabrication of Accurate Removable Partial Denture by Analyzing the Failed Cases)

  • 이지영;이경록;허유리;손미경
    • 구강회복응용과학지
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    • 제29권3호
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    • pp.280-289
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    • 2013
  • 부분 무치악 환자의 구강기능 회복을 위한 가철성 국소의치는 경조직인 잔존치아와 연조직인 구강 점막 모두를 고려해야 하는 복합치료이다. 가철성 국소의치의 제작 시 각 구성요소의 정확한 설계와 의치의 회전에 대한 고려가 이루어 지지 않은 경우 국소의치의 파절, 변형, 지대치의 소실 등의 실패가 발생될 수 있다. 임상에서 국소의치의 실패가 발생되었을 때 단지 재제작을 결정하기 보다는, 다양한 실패의 원인을 분석하고 그 결과를 향후 국소의치 제작에 적용해야 할 것이다. 실패증례 분석을 통한 문제의 해결은 환자가 오랫동안 편안하게 사용할 수 있고 잔존치아와 조직의 건강을 유지할 수 있는 국소의치를 제작하는데 도움이 될 것이다.