• Title/Summary/Keyword: Reduction methods

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On robustness in dimension determination in fused sliced inverse regression

  • Yoo, Jae Keun;Cho, Yoo Na
    • Communications for Statistical Applications and Methods
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    • v.25 no.5
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    • pp.513-521
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    • 2018
  • The goal of sufficient dimension reduction (SDR) is to replace original p-dimensional predictors with a lower-dimensional linearly transformed predictor. The sliced inverse regression (SIR) (Li, Journal of the American Statistical Association, 86, 316-342, 1991) is one of the most popular SDR methods because of its applicability and simple implementation in practice. However, SIR may yield different dimension reduction results for different numbers of slices and despite its popularity, is a clear deficit for SIR. To overcome this, a fused sliced inverse regression was recently proposed. The study shows that the dimension-reduced predictors is robust to the numbers of the slices, but it does not investigate how robust its dimension determination is. This paper suggests a permutation dimension determination for the fused sliced inverse regression that is compared with SIR to investigate the robustness to the numbers of slices in the dimension determination. Numerical studies confirm this and a real data example is presented.

INSTORE : A PC-Based Database Program for Occupational Radiation Exposure of a Nuclear Power Plant

  • Cho, Yeong-Ho;Kang, Chang-Sun;Mun, Ju-Hyung;Kim, Hak-Su
    • Nuclear Engineering and Technology
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    • v.30 no.4
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    • pp.308-317
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    • 1998
  • Ensuring occupational radiation exposure(ORE) as low as is reasonably achievable(ALARA) has been one of very important requirements in a nuclear power plant. It is well known that about 70 percent of occupational dose has incurred from maintenance jobs in the outage period. To reduce occupational dose effectively, the high-dose jobs in the outage period should be identified with their dose reduction potentials and methods. In this study, a PC-based ORE database program, INSTORE, is developed to evaluate ORE doses in individual jobs, and the ORE data of Kori Units 3 and 4 are assembled to the database. Based on customary job classification, radiation work is classified into 26 main jobs which comprise 61 detailed jobs, and occupational doses are assessed according to each detailed job. As a result, high-dose jobs are identified with dose reduction priority in terms of collective ORE dose. It is recommended that adeqaute dose reduction methods for these jobs should be prepared to improve their working conditions and procedures.

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Distortion Analysis for two TDM Channel Expansion Methodsperiodic Sample Skipping and Sampling Frequency Reduction (주기적 Sample Skipping과 표준화주파수 축소에 의한 TDM 회선증가방식에서의 불특정 해석)

  • 안병성;이재균
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.12 no.3
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    • pp.30-36
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    • 1975
  • Distortions are analyzed and compared for two TDM channel expansion methods- periodic sample skipping and sampling frequency reduction. Signal is assumed to be stationary random signal with zero.mean. Channel noise and interference are not considered in the analysis. For speech signal, it is shown that the periodic sample skipping method could be a better choice under practical design constraints.

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NOISE REFINEMENT OF A VEHICLE BY REDUCTION OF THE AXLE GEAR WHINE NOISE BASED ON STRUCTURAL MODIFICATION USING FEM AND BEM

  • Kim, S.J.;Lee, J.Y.;Lee, S.K.
    • International Journal of Automotive Technology
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    • v.8 no.5
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    • pp.605-614
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    • 2007
  • This paper presents the research results for the reduction of a gear whine noise based on experimental and analytic methods. The test vehicle has a whine noise problem at the passenger seats in a sport utility vehicle. To identify the transfer path of the interior noise due to the axle system, a vibration path analysis, modal analysis and operational deflection shape analysis are systematically employed. By using these various methods, it has been found that the interior noise generated by the axle system was airborne noise. To reduce and predict the whine generated by the axle system, structural modifications for the axle system are performed by using FEM and BEM techniques. The structural modification of the axle cover is suggested for the reduction of whine noise.

A Evaluation Study on Reduction Method of Floor Impact Noise through Field Test and the Effective Method for Heavy Impact Noise (현장실험을 통한 바닥충격음 저감공법의 성능평가 및 중량충격음 저감 방안)

  • Lee, Byung-Kwon;Bae, Sang-Hwan;Hong, Cheon-Hwa
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2004.11a
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    • pp.451-456
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    • 2004
  • In this study, evaluation was carried out for reduction method of floor impact noise through field test and the effective methods for heavy impact noise were proposed. As a field test, impact noise reduction materials such as EPP, EEPS, EVA, PE and so on, did not satisfied the recommandation value at the condition of 150mm thickness concrete slab. The evaluation results for those materials by 'inverse A curve' showed $53\sim55dB$ at heavy impact noise and $53\sim58dB$ at light impact noise. But, two methods proposed by authors were evaluated $47\sim50dB$ at heavy Impact noise and $54\sim58dB$ at light Impact noise on the similar concrete slab thickness.

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Delayed Reduction of Nasal Bone Fractures

  • Yoon, Han Young;Han, Dong Gil
    • Archives of Craniofacial Surgery
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    • v.17 no.2
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    • pp.51-55
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    • 2016
  • Background: Nasal bone fractures are managed by closed reduction within the 2-week period, and are managed by secondary correction after this time. There is little literature on the delayed reduction for nasal bone fractures beyond the 2-week duration. We report our experience with nasal fractures, which were reduced beyond this period. Methods: A retrospective review was performed for all patients who had undergone closed reduction of isolated nasal bone fracture. Patients were included for having undergone reduction of nasal bone fractures at or more than 2 weeks after the injury. Medical records were reviewed for demographic information, injury mechanism, fracture type, delay in treatment, and cause for delay. Postoperative outcomes were evaluated using computed tomography images. Results: The review identified 10 patients. The average reduction time was 22.1 days. Five of patients underwent reduction between days 15 and 20, and the remaining five patients underwent reduction between days 21 and 41. The postoperative outcomes were excellent in 8 patients and good in 2 patients. Conclusion: Outcomes were superior for nasal fractures with displaced end plates and multiple fracture segments. Our study results appears to support delayed reduction of isolated nasal fractures in the presence of factors that delay bony reunion.

A Comparative Performance Analysis of Blocking Artifact Reduction Algorithms (블록화 현상 제거 알고리듬의 성능 비교 분석)

  • 소현주;장익훈김남철
    • Proceedings of the IEEK Conference
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    • 1998.10a
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    • pp.907-910
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    • 1998
  • In this paper, we present a comparative performance analysis of several blocking artifact reduction algorithms. For the performance analysis, we propose a block boundary region classification algorithm which classifies each horizontal and vertical block boundary into four regions using brightness change near the block boundary. The PSNR performance of each algorithm is compared. The MSE according to each block boundary region is also compared. Experimental results show that the wavelet transform based blocking artifact reduction algorithms have better performance over the other methods.

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Input Current Harmonic Reduction of Inverer TIG Welder (인버터 TIG용접기의 전원전류 고조파 저감)

  • 김준호
    • Proceedings of the KIPE Conference
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    • 2000.07a
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    • pp.560-563
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    • 2000
  • In this paper we proposed AC/DC boost converter to improve input current harmonic reduction in TIG welder. The proposed harmonic reduction circuit with UC2854AN acting on constant switching frequency average current control has a three-loop control structure : the inner current loop the line voltage feed-forward loop and th outer voltage loop. Also we applied the constant current strategy on full bridge IGBT inverter to stabilized the output current using the analog PI controller. To demonstrate the practical significance of the proposed methods some simulation studies and experimental results are presented.

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Alkaline Weight Reduction Monitoring of Sea-island Type Polyarnide Microfiber Fabrics

  • Kwon Yoon-Jung;Koh Joon-Seok;Oh Myung-Joon;Kim Sung-Dong
    • Fibers and Polymers
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    • v.7 no.1
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    • pp.20-25
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    • 2006
  • The alkaline dissolution behavior of sea-island type polyarnide microfibers were successfully monitored using a cationic dye staining method. Weight reduction behavior of the alkali-treated microfiber fabrics and the treated fabrics stained with cationic dye were investigated in a comparative manner. The termination of dissolution monitored by both methods was also confirmed by scanning electron microscopy.

RETROMANDIBULAR APPROACH FOR OPEN REDUCTION & INTERNAL FIXATION OF MANDIBULAR CONDYLAR NECK FRACTURE (하악골 과두경부 골절의 정복술 시 retromandibular approach의 유용성에 관한 고찰)

  • Baek, Jin-A
    • Journal of the Korean Association of Oral and Maxillofacial Surgeons
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    • v.33 no.6
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    • pp.625-630
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    • 2007
  • Fractures of the mandibular condyle are account for between 26% and 57% of all mandibular fractures. Clinicians should decide how to treat the fractured condyle with many factors considered. Many surgical methods have been developed to reduction of fractured condyle and it' s internal fixation. In open reduction of fractured condylar neck and subcondyle, retromandibular approach offers a safe and effective approach for direct fixation due to easy access and low surgical morbidity.