• Title/Summary/Keyword: Selection and Elimination

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ASSESSING CALIBRATION ROBUSTNESS FOR INTACT FRUIT

  • Guthrie, John A.;Walsh, Kerry B.
    • Proceedings of the Korean Society of Near Infrared Spectroscopy Conference
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    • 2001.06a
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    • pp.1154-1154
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    • 2001
  • Near infra-red (NIR) spectroscopy has been used for the non-invasive assessment of intact fruit for eating quality attributes such as total soluble solids (TSS) content. However, little information is available in the literature with respect to the robustness of such calibration models validated against independent populations (however, see Peiris et al. 1998 and Guthrie et al. 1998). Many studies report ‘prediction’ statistics in which the calibration and prediction sets are subsets of the same population (e. g. a three year calibration validated against a set from the same population, Peiris et al. 1998; calibration and validation subsets of the same initial population, Guthrie and Walsh 1997 and McGlone and Kawano 1998). In this study, a calibration was developed across 84 melon fruit (R$^2$= 0.86$^{\circ}$Brix, SECV = 0.38$^{\circ}$Brix), which predicted well on fruit excluded from the calibration set but taken from the same population (n = 24, SEP = 0.38$^{\circ}$Brix with 0.1$^{\circ}$Brix bias), relative to an independent group (same variety and farm but different harvest date) (n = 24, SEP= 0.66$^{\circ}$ Brix with 0.1$^{\circ}$Brix bias). Prediction on a different variety, different growing district and time was worse (n = 24, SEP = 1.2$^{\circ}$Brix with 0.9$^{\circ}$Brix bias). Using an ‘in-line’ unit based on a silicon diode array spectrometer, as described in Walsh et al. (2000), we collected spectra from fruit populations covering different varieties, growing districts and time. The calibration procedure was optimized in terms of spectral window, derivative function and scatter correction. Performance of a calibration across new populations of fruit (different varieties, growing districts and harvest date) is reported. Various calibration sample selection techniques (primarily based on Mahalanobis distances), were trialled to structure the calibration population to improve robustness of prediction on independent sets. Optimization of calibration population structure (using the ISI protocols of neighbourhood and global distances) resulted in the elimination of over 50% of the initial data set. The use of the ISI Local Calibration routine was also investigated.

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A Method of Selecting Open Source Software by IFCS (IFCS에 의한 오픈소스 소프트웨어 선정기법)

  • Jeon, Hye-Young;Jin, Jing-Shu;Rhew, Sung-Yul
    • The KIPS Transactions:PartD
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    • v.17D no.2
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    • pp.119-128
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    • 2010
  • The application field of OSS is being expanded farther and the existing studies are well established theoretically but not actually widely used. Because so many criteria and complexity of selection methods result in low efficiency and not proper for use. In this master's thesis, to solve these problems I propose a selecting technique for OSS with less criteria, which is more effective and easy to use than before. Based on the existing studies, we identify assessment criteria which common used and redefine 14 evaluation attributes as well as 31 assessment criteria through elimination and grouping. And evaluate the criteria in four steps such as Initial assessment, Functional assessment, Characteristical assessment and Supplemental assessment. To evaluate the adequacy of suggested technique, 29 database management tools for MySQL are selected as candidates, and applied to the technique I proposed. As the result, time and effort for evaluation is reduced sharply and we can use this technique more easily.

Analysis of growth characteristics and carotenoids and phenolic compounds contents of Ixeris dentata

  • Jin, Mei Lan;Lee, Sang Hoon;Park, Yun Ji;Yoon, Jeong Su;Lee, Sang Won;Hur, Mok;Koo, Sung Cheol;Lee, Woo Moon;Park, Chun Geun;Park, Sang Un;Kim, Jae Kwang;Chang, Jae Ki;Kim, Yeon Bok
    • Korean Journal of Agricultural Science
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    • v.46 no.1
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    • pp.163-172
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    • 2019
  • Ixeris dentata is a perennial plant belongs to Compositae family and it has been considered as a potential therapeutic agent in many biological activities like detoxification, elimination of blood stasis, anti-inflammatory, and analgesia. The I. dentata used in this experiment was collected in four areas of Yangpyeong, Dangjin, Chuncheon and Goesan, then transplanted to the farm of Department of Herbal Crop Research in National Institute of Horticultural and Herbal Science. The growth characteristics of I. dentata were investigated after harvesting. The aboveground biomass of plants collected from Chuncheon area was exhibited best, and the biomass of root in YangPyeong was showed best as 3.65 g/plant in dry weight. Based on the HPLC analysis, the leaf of I. dentata collected from Dangjin area was highest in carotenoids contents ($1,213{\mu}g/g$ dry weight), and the leaf of Chuncheon area was exhibited maximal phenolic compounds ($1,918{\mu}g/g$ dry weight). The results of this study could provide fundamental formation for selection of standard varieties of I. dentata and development of functional material by analysis of the growth characteristics and the contents of carotenoids and phenolic compounds.

Percutaneous Discectomy of Herniated Intervertebral Disc with a Dekompressor(R) (요추 추간판 탈출증에서 Dekompressor(R)를 이용한 경피적 수핵 감압술)

  • Cho, OiGyeong;Kim, Chan;Han, Kyung Ream;Lee, Hyun Ho;Cho, Hye Won
    • The Korean Journal of Pain
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    • v.18 no.2
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    • pp.192-197
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    • 2005
  • Background: Radicular pain, associated with herniated intervertebral disc, has been treated with either conservative treatments or a traditional surgical discectomy. Several modalities for minimally invasive percutaneous procedures have been developed as alternatives to a surgical discectomy. Percutaneous decompression using a $Dekompressor^{(R)}$ probe has been recently introduced. Herein, we report the outcome of percutaneous decompression with a $Dekompressor^{(R)}$ for the treatment of a herniated intervertebral disc. Methods: Between August 2004 and April 2005, percutaneous decompression was performed using a $Dekompressor^{(R)}$, 1.5-mm percutaneous lumbar discectomy probe in 17 patients with a herniated lumbar intervertebral disc resistant to conservative treatments, with the results reviewed retrospectively. The procedure was performed under fluoroscopic guidance after local anesthesia. Disc access was gained with a posterolateral approach on the symptomatic side and intradiscal placement of the discectomy probe in the herniated disc confirmed from the anteroposterior and lateral views on the fluoroscopy. Results: We obtained satisfactory clinical results in 14 patients with a decrease in the initial Visual analogue scale (VAS) of more than 55% and the elimination or reduction of analgesic medication, with a follow-up of 3 to 11 months. Conclusion: We concluded that a percutaneous discectomy with a $Dekompressor^{(R)}$ probe might be an effective alternative for the treatments of painful disc herniations resistant to conservative managements when performed under proper selection criteria.

Binarization and Stroke Reconstruction of Low Quality Character Image for Effective Character Recognition (효과적인 문자 인식을 위한 저 품질 문자 영상의 이진화 및 획 재구성 방법)

  • Kim, Do-Hyeon;Cha, Eui-Young
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.11 no.3
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    • pp.608-618
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    • 2007
  • Image binarization is an important preprocessing to identify the object of interest by dividing pixels into the background and object. We proposes efficient binarization method and a stroke reconstruction method of the low quality character image for an effective character recognition. First, the character image is binarized by using the both advantages of local and global thresholding method and then the noise elimination around the character stroke and the hole filling on the stoke by the analysis of the binarized stroke image are performed to enhance the quality of the character stroke. Proposed binarization algorithm for character image achieved an efficiency of both processing speed and performance by the adaptive threshold selection. Moreover, We could get a high qualify binary image by a stroke reconstruction of the step-by-step denoising process.

A Rapid Isolation Method for Bacillus coagulans from Rice Straw (볏짚으로부터의 Bacillus coagulans 빠른 분리법)

  • Lee, Bitnara;Lee, Hyundong;Jeong, Do-Won;Lee, Jong-Hoon
    • Microbiology and Biotechnology Letters
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    • v.43 no.4
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    • pp.401-404
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    • 2015
  • Bacillus coagulans has been considered to be a prominent candidate for probiotics as well as a thermotolerant biomaterial producer. However, the species has not attracted the attention of Korean researchers, nor has it been commercialized in Korea. Therefore, isolates for functional studies are not readily available. To secure B. coagulans resources for future applications, we developed a rapid isolation method for the species from rice straw. Introduction of the enrichment culture at $50^{\circ}C$, the selection of acid producers with $CaCO_3$ supplemented medium, and the elimination of enterococci by selective medium, rendered the successful and rapid isolation of B. coagulans strains.

Identification of Nicotine Converter Plants in Burley Tobacco KB9118 (KB108)

  • Jung Suk-Hun;Chung Yun-Hwa;Keum Wan-Soo;Kang Yue-Gyu;Shin Seung-Ku;Jo Chun-Joon;Choi Sang-Ju
    • Journal of the Korean Society of Tobacco Science
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    • v.27 no.1 s.53
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    • pp.11-18
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    • 2005
  • The nicotine converter genotypes of burley tobacco (Nicotiana tabacum L.), which convert nicotine to nornicotine, contain a high amount of nornicotine that degrades tobacco quality and smoking taste. Elimination of nicotine converter plants before seed harvesting is required for breeding nicotine low-converter lines and for increasing their seed production. This study aims to develop a rapid and convenient method of identifying nicotine converter plants of burley breeding lines of KB9118(KB108) using thin-layer chromatography (TLC) and isatin coloration method. Out of 223 plants in 10 lines harvested at maturity in 2002, 102 plants ($45\%$) were identified as nicotine converters by TLC of tobacco leaves air-cured. For 16 lines selected as low-converters in 2002, 148 plants grown in the field in 2003 were tested by the isatin coloration method using two detached leaves at the flowering stage thoroughly sprayed with $1\%\;NaHCO_3$ solution and cured in conditioned chambers for the early identification of nicotine to nornicotine conversion. From these samples, 46 plants ($31\%$) in 4 lines were identified as nicotine converters, indicating that the ratio of converters significantly decreased by one time selection. Mean percent conversion of non-screened lines was $14\%$ higher than that of following generation. Therefore in the burley tobacco, a rapid and convenient means of identifying and removing nornicotine converter plants by the isatin coloration method during growth in the greenhouse or field were effective in reducing the converter plants in the following generation.

Local Region Spectral Analysis for Performance Enhancement of Dementia Classification (인지증 판별 성능 향상을 위한 스펙트럼 국부 영역 분석 방법)

  • Park, Jun-Qyu;Baek, Seong-Joon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.11
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    • pp.5150-5155
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    • 2011
  • Alzheimer's disease (AD) and vascular dementia (VD) are the most common dementia. In this paper, we proposed a region selection for classification of AD, VD and normal (NOR) based on micro-Raman spectra from platelet. The preprocessing step is a smoothing followed by background elimination to the original spectra. Then we applied the minmax method for normalization. After the inspection of the preprocessed spectra, we found that 725-777, 1504-1592 and 1632-1700 $cm^{-1}$ regions are the most discriminative features in AD, VD and NOR spectra. We applied the feature transformation using PCA (principal component analysis) and NMF (nonnegative matrix factorization). The classification result of MAP(maximum a posteriori probability) involving 327 spectra transformed features using proposed local region showed about 92.8 % true classification average rate.

Implant assisted obturator in patient after maxillectomy: a case report (상악골 절제 환자에서 임플란트를 이용한 구개폐쇄장치 증례)

  • Seo, Yoon-Hee;Lee, Joon-Seok;Song, Young-Gyun
    • Journal of Dental Rehabilitation and Applied Science
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    • v.32 no.4
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    • pp.322-329
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    • 2016
  • Reconstruction of the maxillectomy with an obturator is to restore masticatory, swallowing, phonetic and esthetic problems. Stress created by lateral forces is minimized by the proper selection of an occlusal scheme, elimination of premature occlusal contacts, and wide distribution of supporting area. It should be considered that properly designed retainers reduce the stresses transmitted to the abutment while the obturator is in function. The following clinical report presents palatal obturator treatment with implant assisted removable partial denture (IARPD) design that restores normal function and esthetics in patients who experienced maxillectomy and dental implant failure.

Optimization of Agrobacterium-mediated transformation procedure for grapevine 'Kyoho' with carrot antifreeze protein gene

  • Shin, Hye Young;Kim, Gi Hoon;Kang, Sang Jae;Han, Jeung-Sul;Choi, Cheol
    • Journal of Plant Biotechnology
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    • v.44 no.4
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    • pp.388-393
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    • 2017
  • We report an Agrobacterium-mediated transformation procedure optimized for 'Kyoho' that is a major table grapevine cultivar in Korea, and its transgenic plants with antifreeze protein gene of carrot (DcAFP). The full length of DcAFP coding region in accordance with the previous report was isolated from young leaves of carrot and recombined into a plant transformation vector. Ethylene inhibitors such as silver nitrate and aminoethoxyvinylglycin (AVG) supplemented in a co-cultivation medium distinctly increased frequency of shoot regeneration when explants were sub-cultured in a selection medium: particularly ten-fold higher in treatment with 0.1 mg/L AVG than one without ethylene inhibitor. Among various antibiotics and their concentrations, the combination of 150 mg/L cefotaxime plus 150 mg/L $Clavamox^{TM}$ was selected for elimination of Agrobacterium cells in addition to minimization of adverse effect on shoot regeneration, while 50 mg/L kanamycin monosulfate effectively suppressed regeneration of non-transgenic shoots. Applying the elucidated culture condition, we finally obtained a total of 5 transgenic 'Kyoho' plantlets with DcAFP, of which integration with the grapevine genome and transcription was confirmed by nucleic acid analyses.