• Title/Summary/Keyword: post-classification

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Transformation characteristics of stylobate and staircase of post-lintel Construction of Backje and Silla Style (백제계 및 신라계 가구식 기단과 계단의 시기별 변화특성)

  • Nam, Chang-Keun;Kim, Tai-Young
    • Journal of architectural history
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    • v.21 no.1
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    • pp.99-118
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    • 2012
  • This study aims to classify the architectural formation of the Stylobate of and Staircase types of Post-Lintel Construction in Backje style and Silla style and also to figure out their specific elements by periods and transformation characteristics. The scope of this study was restricted to architectural remains between the Three Kingdom period and the Goryeo period. To progress the investigation, the study classified remains in a similar type by period and type, and then and analyzed its character based on formation method and specific factors of subsidiary materials. As a result, its type can be classified as Backje type(I), Silla type(II) and Mixed type(III). Regionally, it is found that Woongjin, Sabi and surroundings in the capital of Backje, Gyeongju and main towns in the capital of Silla, and Gaeseong and main towns in the capital of Goryeo. In particular, type III has the characteristics of type I and II simultaneously, which has one or two layers Jangdaeseok stone between the foundation stone of stylobate and plate stone, and tends to be decorative when Taengjuseok stone is installed. For types of staircase, it could be classified as 6~7C Backje type(I), 7~9C Silla type(II) and 9C Mixed type(III) according to the formation method of Somaetdol (banister of stone stair). And from the 9th century on, decorated Somaetdol stone type(IV) of 1/4 circle shape began to appear. The common feature of stylobate of post-lintel and staircase is that it became simplified, abbreviated and decorative. It seems to be intended to secure simplicity of construction or structural stability.

Prediction of Local Tumor Progression after Radiofrequency Ablation (RFA) of Hepatocellular Carcinoma by Assessment of Ablative Margin Using Pre-RFA MRI and Post-RFA CT Registration

  • Yoon, Jeong Hee;Lee, Jeong Min;Klotz, Ernst;Woo, Hyunsik;Yu, Mi Hye;Joo, Ijin;Lee, Eun Sun;Han, Joon Koo
    • Korean Journal of Radiology
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    • v.19 no.6
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    • pp.1053-1065
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    • 2018
  • Objective: To evaluate the clinical impact of using registration software for ablative margin assessment on pre-radiofrequency ablation (RFA) magnetic resonance imaging (MRI) and post-RFA computed tomography (CT) compared with the conventional side-by-side MR-CT visual comparison. Materials and Methods: In this Institutional Review Board-approved prospective study, 68 patients with 88 hepatocellulcar carcinomas (HCCs) who had undergone pre-RFA MRI were enrolled. Informed consent was obtained from all patients. Pre-RFA MRI and post-RFA CT images were analyzed to evaluate the presence of a sufficient safety margin (${\geq}3mm$) in two separate sessions using either side-by-side visual comparison or non-rigid registration software. Patients with an insufficient ablative margin on either one or both methods underwent additional treatment depending on the technical feasibility and patient's condition. Then, ablative margins were re-assessed using both methods. Local tumor progression (LTP) rates were compared between the sufficient and insufficient margin groups in each method. Results: The two methods showed 14.8% (13/88) discordance in estimating sufficient ablative margins. On registration software-assisted inspection, patients with insufficient ablative margins showed a significantly higher 5-year LTP rate than those with sufficient ablative margins (66.7% vs. 27.0%, p = 0.004). However, classification by visual inspection alone did not reveal a significant difference in 5-year LTP between the two groups (28.6% vs. 30.5%, p = 0.79). Conclusion: Registration software provided better ablative margin assessment than did visual inspection in patients with HCCs who had undergone pre-RFA MRI and post-RFA CT for prediction of LTP after RFA and may provide more precise risk stratification of those who are treated with RFA.

Sound Characteristics of Sasang Constitutional Type Using PSSC-2004 in the Korean Children (사상체질음성분석기(四象體質音聲分析機)(PSSC-2004)를 이용한 한국인 소아의 체질별(體質別) 음향특성(音響特性))

  • Kim, Hyuk;Yang, Sang-Muk;Shim, Gyu-Heoun;Kim, Dal-Rae;Yoo, Jun-Sang
    • Journal of Sasang Constitutional Medicine
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    • v.18 no.2
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    • pp.55-67
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    • 2006
  • 1. Objective & Method The purpose of this study was to objectify the diagnosis of Sasang constitution. 163 children's voices were analyzed with 74 factors using PSSC-2004. 2. Results (1) In male children group, Taeumin's APQ4 was significantly low compared with the others. (2) In male children group, Taeumin's octave 5 & octave 6 were significantly low compared with the others. It was significant distinction between Taeumin and Soeumin at the result of post hoc. (3) In male children group, Taeumin's Time Domain Total Sum / Time Domain Count & Frequency Domain Total Sum / count(0) were significantly low compared with the others. It was significant distinction between Taeumin and Soeumin at the result of post hoc. (4) In male children group, Taeumin's 0k-2k total sum & 2k-4k total sum were significantly low compared with the others. It was significant for distinction between Taeumin and Soeumin at the result of post hoc. (5) In male children group, Taeumin's 2k-4k deviation was significantly low compared with the others. It was significant distinction between Taeumin and Soeumin at the result of post hoc. (6) In male children group, Taeumin's D# Total Energy & F# Total Energy were significantly low compared with the others. It was significant distinction between Taeumin and Soeumin at the result of post hoc. (7) In male children group, Taeumin's D# deviation & F# deviation were significantly low compared with the others. It was significant distinction between Taeumin and Soeumin at the result of post hoc. (8) In female children group, Soyangin's center frequency (7) was significantly high compared with the others. It was significant distinction between Taeumin and Soyangin at the result of post hoc. 3. Coclusion With these results, we got some information for standardization of the clinical diagnosis guideline of Sasang constitutional type classification using PSSC-2004 in the Korean children

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Facebook Spam Post Filtering based on Instagram-based Transfer Learning and Meta Information of Posts (인스타그램 기반의 전이학습과 게시글 메타 정보를 활용한 페이스북 스팸 게시글 판별)

  • Kim, Junhong;Seo, Deokseong;Kim, Haedong;Kang, Pilsung
    • Journal of Korean Institute of Industrial Engineers
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    • v.43 no.3
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    • pp.192-202
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    • 2017
  • This study develops a text spam filtering system for Facebook based on two variable categories: keywords learned from Instagram and meta-information of Facebook posts. Since there is no explicit labels for spam/ham posts, we utilize hash tags in Instagram to train classification models. In addition, the filtering accuracy is enhanced by considering meta-information of Facebook posts. To verify the proposed filtering system, we conduct an empirical experiment based on a total of 1,795,067 and 761,861 Facebook and Instagram documents, respectively. Employing random forest as a base classification algorithm, experimental result shows that the proposed filtering system yield 99% and 98% in terms of filtering accuracy and F1-measure, respectively. We expect that the proposed filtering scheme can be applied other web services suffering from massive spam posts but no explicit spam labels are available.

Surgical treatent of esophageal atresia with tracheo-esophageal fistula (기관 식도루를 동반한 선천성 식도 폐쇄증의 외과적 치료)

  • 김동원
    • Journal of Chest Surgery
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    • v.27 no.7
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    • pp.603-609
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    • 1994
  • Esophageal atresia is a rare congenital anomaly and it usually associated with tracheo-esophgeal fistula and other congenital anomalies. The first report of esophageal atresia with tracheo-esophageal fistula was done by Thomas Gibson in 1696. In 1941, Haight performed the first successful primary anastomosis for esophageal atresia. These accomplishments opened the gateway for clinical studies that have resulted in reinforcements and improvement in the care of infants born with this anomaly. From January 1986 to April 1994, 14 cases of esophgeal atresia with tracheo-esophgeal fistula were diagnosed in Kyung Hee Uinv. Hospital. There were 9 male and 5 female infants. 12 infants were Gross classification type C and 2 infants were type A. The average body weight was 2.7$\pm$0.4kg and Waterson Category A contained 4 infants, B contained 3 infants and C contained 7 infants. Among these infants, 9 infants were underwent anastomosis procedures. We performed retropleural approach in 6 infants, transpleural approach in 2 infants and 1 infant was performed colon interposition through substernal space.By the method of anastomosis, end-to-side anastomosis was performed in 5 infants, end-to-end anastomosis in 3 infants and esophagocologastrostomy in 1 infant.The former 8 infants were Gross classification type C and the latter was type A. Among the type C infants, 6 infants were anastomosed with one layer interrupted suture and 2 infants with 2 layer interrupted suture. Post- operative death was in 1 infant and 8 infants were discharged with good result and have been in good condition.

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Classification of Intraseasonal Oscillation in Precipitation using Self-Organizing Map for the East Asian Summer Monsoon (동아시아 여름몬순 지수의 자기조직화지도(SOM)에 의한 강수량의 계절 내 진동 분류)

  • Chu, Jung-Eun;Ha, Kyung-Ja
    • Atmosphere
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    • v.21 no.3
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    • pp.221-228
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    • 2011
  • The nonlinear characteristics of summer monsoon intraseasonal oscillation (ISO) in precipitation, which is manifested as fluctuations in convection and circulation, is one of the major difficulty on the prediction of East Asian summer monsoon (EASM). The present study aims to identify the spatial distribution and time evolution of nonlinear phases of monsoon ISO. In order to classify the different phases of monsoon ISO, Self-Organizing Map(SOM) known as a nonlinear pattern recognition technique is used. SOM has a great attractiveness detecting self-similarity among data elements by grouping and clustering such self-similar components. The four important patterns are demonstrated as Meiyu-Baiu, Changma, post-Changma, and dry-spell modes. It is found that SOM well captured the formation of East Asian monsoon trough during early summer and its northward migration together with enhanced convection over subtropical western Pacific and regionally intensive precipitation including Meiyu, Changma and Baiu. The classification of fundamental large scale spatial pattern and evolutionary history of nonlinear phases of monsoon ISO provides the source of predictability for extended-range forecast of summer precipitation.

Research on rotation capacity of the new precast concrete assemble beam-column joints

  • Han, Chun;Li, Qingning;Wang, Xin;Jiang, Weishan;Li, Wei
    • Steel and Composite Structures
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    • v.22 no.3
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    • pp.613-625
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    • 2016
  • The joints of the new prefabricated concrete assemble beam-column joints are put together by the hybrid joints of inserting steel under post-tensioned and non-prestressed force and both beams and columns adopt prefabricated components. The low cyclic loading test has been performed on seven test specimens of beam-column joints. Based on the experimental result, the rotation capacity of the joints is studied and the $M-{\theta}$ relation curve is obtained. According to Eurocode 3: Design of steel structures and based on the initial rotational stiffness, the joints are divided into three types; by equivalent bending-resistant stiffness to the precast beam, the equivalent modulus of elasticity $E_e$ is elicited with the superposition method; the beam length is figured out that satisfies the rigid joints and after meeting the requirements of application and safety, the new prefabricated concrete assemble beam-column joints can be regarded as the rigid joints; the design formula adopted by the standard of concrete joint classification is theoretically derived, thereby providing a theoretical basis for the new prefabricated concrete structure.

A Realtime Road Weather Recognition Method Using Support Vector Machine (Support Vector Machine을 이용한 실시간 도로기상 검지 방법)

  • Seo, Min-ho;Youk, Dong-bin;Park, Sae-rom;Jun, Jin-ho;Park, Jung-hoon
    • Journal of the Korean Society of Industry Convergence
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    • v.23 no.6_2
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    • pp.1025-1032
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    • 2020
  • In this paper, we propose a method to classify road weather conditions into rain, fog, and sun using a SVM (Support Vector Machine) classifier after extracting weather features from images acquired in real time using an optical sensor installed on a roadside post. A multi-dimensional weather feature vector consisting of factors such as image sharpeness, image entropy, Michelson contrast, MSCN (Mean Subtraction and Contrast Normalization), dark channel prior, image colorfulness, and local binary pattern as global features of weather-related images was extracted from road images, and then a road weather classifier was created by performing machine learning on 700 sun images, 2,000 rain images, and 1,000 fog images. Finally, the classification performance was tested for 140 sun images, 510 rain images, and 240 fog images. Overall classification performance is assessed to be applicable in real road services and can be enhanced further with optimization along with year-round data collection and training.

The Effect of Task-oriented Training on Mobility Function, Postural Stability in Children with Cerebral Palsy

  • Kim, Ji-Hye;Choi, Young-Eun
    • Journal of the Korean Society of Physical Medicine
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    • v.12 no.3
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    • pp.79-84
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    • 2017
  • PURPOSE: The purpose of this study is to examine how task-oriented training focused on lower extremity strengthening can affect mobility function and postural stability. METHODS: The study's subjects included 10 children with cerebral palsy: 7 girls and 3 boys between the ages of 4 and 9 whose Gross Motor Functional Classification System (GMFCS) level was I or II. Their functional mobility was gauged using the Gross Motor Function Measurement (GMFM), and their postural stability was evaluated using a force platform. Participants received task-oriented training focused on lower extremity strengthening for 5 weeks. The study used a paired t-test to investigate the difference in mobility function and postural stability of children with cerebral palsy before and after the lower extremity strengthening exercise. RESULTS: The GMFM dimensions D (standing) (p<.02) and E (walking) (p<.001) improved significantly between the pre-test and post-test. A significant increase in the posturographic center of pressure (CoP) shift and surface area of the CoP were found overall between the pre-test and post-test (p<.001). CONCLUSION: The present study provides evidence that an 8-week task-oriented training focused on strengthening the lower extremities is an effective and feasible strategy for improving the mobility function and postural stability of children with cerebral palsy.

Purposes, Results, and Types of Software Post Life Cycle Changes

  • Koh, Seokha;Han, Man Pil
    • Journal of Information Technology Applications and Management
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    • v.22 no.3
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    • pp.143-167
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    • 2015
  • This paper addresses the issue how the total life cycle cost may be minimized and how the cost should be allocated to the acquirer and developer. This paper differentiates post life cycle change (PLCC) endeavors from PLCC activities, rigorously classifies PLCC endeavors according to the result of PLCC endeavors, and rigorously defines the life cycle cost of a software product. This paper reviews classical definitions of software 'maintenance' types and proposes a new typology of PLCC activities too. The proposed classification schemes are exhaustive and mutually exclusive, and provide a new paradigm to review existing literatures regarding software cost estimation, software 'maintenance,' software evolution, and software architecture from a new perspective. This paper argues that the long-term interest of the acquirer is not protected properly because warranty period is typically too short and because the main concern of warranty service is given to removing the defects detected easily. Based on the observation that defects are caused solely by errors the developer has committed for software while defects are often induced by using for hardware (so, this paper cautiously proposes not to use the term 'maintenance' at all for software), this paper argues that the cost to remove defects should not be borne by the acquirer for software.