• Title/Summary/Keyword: High dimension

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A Quantitative Analysis of Nonlinearity Changes of 24 hour Heart Rate Variability of TOF Children Group and Normal Children Group (TOF 소아 집단과 정상 소아 집단의 24 시간 심박동수 변동량의 비선형성 변화에 대한 정량적 분석)

  • Lee, J.M.;Noh, J.I.;Park, K.S.
    • Proceedings of the KOSOMBE Conference
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    • v.1997 no.11
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    • pp.451-454
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    • 1997
  • It has been reported that sudden cardiac death and ventricular tachycardia occur after treatment of tetralogy of fallot(TOF). It is regarded that ventricular arrythmia is the main source or the sudden cardiac death, but it is not verified. It is likely that TOF has effect on the heart rate variability because of the ventricular arrythmia. We study how complex and periodic heart rate dynamics change in the normal children (n=13) and TOF children (n=13) throughout 24 hours. We recorded 24-hour holter ECG, and segmented each ECG data into 1 hour length. We analyze each HR time series, and quantify the overall complexity of each HR time series by its correlation dimension. We also calculate the power spectrum of HR, and obtain low-frequency component (0.03-0.15Hz) and high-frequency component (0.15-0.4Hz). We compare the results between normal and TOF groups throughout 24 hours. TOF group have lower correlation dimension ($4.055{\pm}0.4134$ vs. $4.9310{\pm}0.2054$, p<0.05) than the normal group, even though there are no significant differences in the low($0.9864{\pm}0.5598$ vs. $1.5560{\pm}0.8325$, p<0.05) and high($1.1168{\pm}0.1.1448$ vs. $0.9271{\pm}0.6528$, p<0.05) frequency components. It can be concluded that HR time series of TOF group are more regular than that of normal group, and that correlation dimension reveals a nonlinear characteristics of HR time series which is not determined in the frequency domain.

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Bio-Science and the Problem of 'Two Cultures' (생명과학과 '두 문화' 문제)

  • Kim Hwan-Suk
    • Journal of Science and Technology Studies
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    • v.1 no.2 s.2
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    • pp.311-342
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    • 2001
  • The controversy over the ethics of bio-science in Korea involves not only the conventional 'two cultures' dimension of scientific vs. humane culture, but also another dimension of high vs. popular culture. This paper attempts to analyze the problems of the Korean bio-science controversy and explore a desirable solution with such an extended framework of 'two cultures'. If we investigate this controversy based only on the Snow's 'two cultures' model, we may understand why there have been conflicts between scientists and ethicists. But the possible solution from it may fall into a trap of professionalism, which confines to some suggestions to promote communication and trust between these two expert groups. Therefore, adding the second dimension of high vs. popular culture to this will clearly bring out the problem of separation and conflict between experts and the public. This will also help us to conceive a more fundamental and comprehensive solution. In addition, such an approach can greatly illuminate not only the existing discussion on 'two cultures' but also the cultural role of STS education.

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Comparative Analysis of Dimensionality Reduction Techniques for Advanced Ransomware Detection with Machine Learning (기계학습 기반 랜섬웨어 공격 탐지를 위한 효과적인 특성 추출기법 비교분석)

  • Kim Han Seok;Lee Soo Jin
    • Convergence Security Journal
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    • v.23 no.1
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    • pp.117-123
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    • 2023
  • To detect advanced ransomware attacks with machine learning-based models, the classification model must train learning data with high-dimensional feature space. And in this case, a 'curse of dimension' phenomenon is likely to occur. Therefore, dimensionality reduction of features must be preceded in order to increase the accuracy of the learning model and improve the execution speed while avoiding the 'curse of dimension' phenomenon. In this paper, we conducted classification of ransomware by applying three machine learning models and two feature extraction techniques to two datasets with extremely different dimensions of feature space. As a result of the experiment, the feature dimensionality reduction techniques did not significantly affect the performance improvement in binary classification, and it was the same even when the dimension of featurespace was small in multi-class clasification. However, when the dataset had high-dimensional feature space, LDA(Linear Discriminant Analysis) showed quite excellent performance.

Orthognathic surgery on Skeletal Class III patiens with collapsed vertical dimension: case report (수직고경이 붕괴된 골격성 III급 부정교합자의 악교정 수술 치험례)

  • Choi, Youn-Kyung;Kim, Yong-Deok;Park, Soo-Byung;Kim, Yong-Il;Kim, Seong-Sik;Son, Woo-Sung
    • Journal of Dental Rehabilitation and Applied Science
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    • v.32 no.1
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    • pp.70-79
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    • 2016
  • Patients who lost posterior teeth due to periodontitis or dental caries have collapsed vertical dimension, unstable occlusion and change of the mandibular position. In particular, patients in orthognathic surgery, clinician should re-establish the pre-operative stable position of mandibular condyle in articular fossa and favorable vertical dimension for high post-operative stability of mandible. Therefore, interdisciplinary approach and co-operation, including prosthetics, orthodontics, oral and maxillofacial surgeon, from diagnosis and treatment plan is important to get a good outcome. This case report was patients who had collapsed occlusal plane due to severe dental caries on maxillary molars with skeletal Class III malocclusion. Before orthognathic surgery, resetting of maxillary occlusal plane with temporary removable denture was performed. Then successful multidisciplinary approach was done and lead to acceptable clinical outcome.

A Study on the Emotional Characteristics of Temporomandibular Disorder Patients using SCL-90-R (SCL-90-R을 이용한 측두하악장애 환자의 정서적 요인에 관한 연구)

  • Young-Ok Lee, DDS;ung-Woo Lee, DDS
    • Journal of Oral Medicine and Pain
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    • v.11 no.1
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    • pp.67-78
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    • 1986
  • This study was attempted to identify the emotional characteristics of temporomandibular disorder patients. The author applied one of the self-report modes of psychological measurement, Symptom Chechlist-90-Revision. The subjects were 219 TM disorder patients who visited the Department of Oral Diagnosis and Oral Medicine, Seoul National University Hospital during the period from December 1985 to September 1986. All the patients were divided into subgroup according sex, age, duration of symptoms, presence or absence of T-scores of each symptom dimension and global index. The obtained result were as follows : 1. Mean value of T-scores of each symptom dimension and global of the overall patients was within normal range. The two higher mean values of T-scores among 9 symptom dimensions were those of SOM and ANX. 2. Mean values of T-scores of females were higher than those of males in the O-C, DEP, ANX, HOS, PSY dimensions and all global indices, and there was a significant difference in the distribution of T-scores of the SOM dimension between males and female(P<0.05). 3. There was no significant difference between the subgroup under 30 years and the subgroup 30 years or older. 4. The subgroup with symptoms for 6 months or longer showed the higher mean values of T-scorers in the SOM, O-C, I-S, DEP, ANX, PHOB, PAR, PSY dimensions and all global indices compared with the subgroup with symptoms for shorter than 6 months. 5. The subgroup with pain showed the higher mean values of T-scores in all the symptom dimensions except the PAR in comparison with the subgroup with other complaints than pain, and there was a significant difference in the distribution of T-scores of the PST index between the pain subgroup and the non-pain subgroup(P<0.05). There was a significant difference in the distribution of T-scores of the PHOB dimension between the high-school graduates subgroup and the college graduates subgroup(P<0.05).

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Gas Diffusion Tube Dimension in Sensor-Controlled Fresh Produce Container System to Maintain the Desired Modified Atmosphere

  • Jo, Yun Hee;An, Duck Soon;Lee, Dong Sun
    • KOREAN JOURNAL OF PACKAGING SCIENCE & TECHNOLOGY
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    • v.19 no.2
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    • pp.61-65
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    • 2013
  • Modified atmosphere (MA) of reduced $O_2$ and elevated $CO_2$ concentrations has been used for keeping the quality of fresh produce and extending the shelf life. As a way to attain the beneficial MA package around the produce, a gas diffusion tube or perforation can be attached onto the container and controlled on real time in its opening/closing responding to $O_2$ and $CO_2$ concentrations measured by gas sensors. The timely-controlled opening of the gas diffusion tube can work in harmony with the produce respiration and help to create the desired MA. By use of the mathematical modeling, the effect of tube dimension on the controlled container atmosphere was figured out in this study. Spinach and king oyster mushroom were used as typical commodities for designing the model container system (0.35 and 0.9 kg in 13 L, respectively) because of their respiration characteristics and the optimal MA condition ($O_2$ 7~10%/$CO_2$ 5~10% for spinach; $O_2$ 2~5%/$CO_2$ 10~15% for mushroom). With a control logic for the gas composition to stay as close as possible to optimum MA window without invading injurious low $O_2$ and/or high $CO_2$ concentrations, the atmosphere of the sensor-controlled container could stay at its lower $O_2$ boundary or upper $CO_2$ limit under certain tube dimensional conditions. There were found to be the ranges of the tube diameter and length allowing the beneficial MA. The desired range of the tube dimension for spinach consisted of combinations of larger diameter and shorter length in the window of 0.3~2 cm diameter and 0.2~10 cm length. Similarly, that for king oyster mushroom was combinations of larger diameter and shorter length in the window of 0.9~2 cm diameter and 0.2~3 cm in length. Clear picture on generally affordable tube dimension range may be formulated by further study on a wide variety of commodity and pack conditions.

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An Analytical Study by Variation of Die and Plug Angle in Drawing Process for the Strength Optimization of Ultra High Pressure Common Rail Fuel Injection Tube Raw Material (초고압 커먼레일 연료분사튜브 원재료 강성 최적화를 위한 인발 공정에서의 Die와 Plug 각도 변경에 따른 해석적 연구)

  • Ahn, Seoyeon;Park, Jungkwon;Kim, Yonggyeom;Won, Jongphil;Kim, Hyunsoo;Kang, Insan
    • Transactions of the Korean Society of Automotive Engineers
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    • v.24 no.3
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    • pp.338-344
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    • 2016
  • The study is actively being performed to increase fuel injection pressure of common rail system among countermeasures to meet the emission regulation strengthen of the Diesel engine. The common rail fuel injection tube in such ultra high pressure common rail system has the weakest structural characteristics against vibration that is generated by fuel injection pressure and pulsation during engine operation and driving. Thus the extreme durability is required for common rail fuel injection tube, and the drawing process is being magnified as the most important technical fact for strength of seamless pipe that is the raw material of common rail tube. In this respect, we analyzed the characteristic of dimension and stress variation of the ultra high pressure common rail fuel injection tube by variation of Die and Plug angle in drawing process. Based on the analysis, we tried to obtain the raw material strength of common rail fuel injection tube for applying to the ultra high pressure common rail system. As a result, Plug angle is more important than entry angle of Die and we could obtain the target dimension and strength of the ultra high pressure common rail fuel injection tube through optimization of Plug angle.

Analysis of Characteristics in Ara River Basin Using Fractal Dimension (프랙탈 차원을 이용한 아라천 유역특성 분석)

  • Hwang, Eui-Ho;Lee, Eul-Rae;Lim, Kwang-Suop;Jung, Kwan-Sue
    • Journal of Korea Water Resources Association
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    • v.44 no.10
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    • pp.831-841
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    • 2011
  • In this study, with the assumption that the geographical characteristics of the river basin have selfsimilarity, fractal dimensions are used to quantify the complexity of the terrain. For this, Area exponent and hurst exponent was applied to estimate the fractal dimension by using spatial analysis. The result shows that the value of area exponent and hurst exponent calculated by the fractal dimension are 2.008~2.074 and 2.132~2.268 respectively. Also the $R^2$ of area exponent and hurst exponent are 94.9% and 87.1% respectively too. It shows that the $R^2$ is relatively high. After analyzing the spatial self-similarity parameter, it is shown that traditional urban area's moderate slope geographical characteristic closed to 2D fractal in Ara water way. In addition, the relation between fractal dimension and geographical elements are identified. With these results, fractal dimension is the representative value of basin characteristics.

Ergonomic Design of Office Chair (사무실 의자의 인간공학적 디자인)

  • 곽원모;홍성수;정석길;이상도;이동춘;윤훈용
    • Archives of design research
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    • v.12 no.3
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    • pp.73-80
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    • 1999
  • Many domestic users complain about severe pain to the waist, neck, and shoulder as well as work performance because the domestic chair design was developed with western anthropometry dimension and design criteria. Ergonomic design standards are needed for office chair design to reduce stress and poor physical posture for various user body types. In this study, we have suggested design dimensions recommended from previous studies and Korean anthropometry data. We also have reviewed users' preference dimension through measured subjects and analyzed differences between users' preference dimension and the previous design criteria to verify physical appropriateness. We evaluated general office chairs and adjustable chairs which can adjust to fit each person. we also analyzed how each design dimension was reached and affected the human body by evaluation of physical discomfort and comfort. We have found seat height is very important in a workstation. If the seat height is high, it effects the thigh. If width, height, and angle of the backrest are wrong, fatigue to the shoulder, neck, and waist, etc.. As a result of this experiment, we suggested that the height of a seat for Koreans be 425mm for the fixed type and 365-484mm for the adjustable type. Also other design recommendations were suggested in the thesis. In conclusion, our research will be very important in the database because it provides adjustable ranges to fit user's body types in the various design fields.

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