• Title/Summary/Keyword: branch coverage

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Interpretability Comparison of Popular Decision Tree Algorithms (대표적인 의사결정나무 알고리즘의 해석력 비교)

  • Hong, Jung-Sik;Hwang, Geun-Seong
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.44 no.2
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    • pp.15-23
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    • 2021
  • Most of the open-source decision tree algorithms are based on three splitting criteria (Entropy, Gini Index, and Gain Ratio). Therefore, the advantages and disadvantages of these three popular algorithms need to be studied more thoroughly. Comparisons of the three algorithms were mainly performed with respect to the predictive performance. In this work, we conducted a comparative experiment on the splitting criteria of three decision trees, focusing on their interpretability. Depth, homogeneity, coverage, lift, and stability were used as indicators for measuring interpretability. To measure the stability of decision trees, we present a measure of the stability of the root node and the stability of the dominating rules based on a measure of the similarity of trees. Based on 10 data collected from UCI and Kaggle, we compare the interpretability of DT (Decision Tree) algorithms based on three splitting criteria. The results show that the GR (Gain Ratio) branch-based DT algorithm performs well in terms of lift and homogeneity, while the GINI (Gini Index) and ENT (Entropy) branch-based DT algorithms performs well in terms of coverage. With respect to stability, considering both the similarity of the dominating rule or the similarity of the root node, the DT algorithm according to the ENT splitting criterion shows the best results.

Adipofascial Flap Distally Based on the Perforating Branch of the Peroneal Artery for Coverage of Dorsum of the Foot and Ankle (족부와 족관절 배부의 피복을 위한 비골 동맥 천공지를 기초로 한 역혈행성 지방근막 피판)

  • Lee, Young-Ho;Choi, Soo-Joong;Sung, Moo-Kwon;Rah, Soo-Kyoon
    • Archives of Reconstructive Microsurgery
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    • v.12 no.1
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    • pp.19-29
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    • 2003
  • Soft tissue reconstruction of dorsum of the foot and ankle has long presented challenging problems for the reconstructive surgeon. Limitations of available local tissue, the need for specialized tissue, and donor site morbidity restrict the options. In an effort to solve these difficult problems, we have begun to use adipofascial flap based on the perforating branch of the peroneal artery. We present our early experience of 5 patients treated with this flap. Our patients ranged from 6 to 26 years in age and included 3 males and 2 females. The etiologies of the wounds were secondary to traffic accident, and crushing injury. The flaps had reverse flow in all patients. The flap and the adjoining raw area were covered with a full-thickness skin graft, while the donor site at the lateral aspect of the leg was closed primarily without grafting. The skin graft was taken from the inguinal area, which was closed primarily. Compared with other flap, this adipofascial flap is thinner, producing less bulkiness to the recipient site and minor aesthetic sequelae to the donor site. In our opinion, this flap is versatile, effective, and an addition to the armamentarium of the reconstructive surgeon for coverage of difficult wounds of the foot and ankle.

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Numerical investigation of continuous hollow steel beam strengthened using CFRP

  • Keykha, Amir Hamzeh
    • Structural Engineering and Mechanics
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    • v.66 no.4
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    • pp.439-444
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    • 2018
  • This paper presents a numerical study on the behavior of continuous hollow steel beam strengthened using carbon fiber reinforced polymers (CFRP). Most previous studies on the CFRP strengthening of steel beams have been carried out on the steel beams with simple boundary conditions. No independent study, to the researcher's knowledge, has studied on the CFRP strengthening of square hollow section (SHS) continuous steel beam. However, this study explored the effect of the use of adhesively bonded CFRP flexible sheets on the behavior of the continuous SHS steel beams. Finite Element Method (FEM) has been employed for modeling. Eleven specimens, ten of which were strengthened using CFRP sheets, were analyzed under different coverage length, the number of layers, and the location of CFRP composite. ANSYS software was used to analyze the SHS steel beams. The results showed that the coverage length, the number of layers, and the location of CFRP composite are effective in increasing the ultimate load capacity of the continuous SHS steel beams. Application of CFRP composite also caused the ductility increase some strengthened specimens.

Novel Noncrossing Y-Stent Technique Using Tapered Proximal End of a Solitaire AB Stent for Coil Embolization of Wide-Neck Bifurcation Aneurysms

  • Kwon, Hyon-Jo;Lim, Jeong-Wook;Byoun, Hyoung Soo;Koh, Hyeon-Song
    • Journal of Korean Neurosurgical Society
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    • v.64 no.1
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    • pp.136-141
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    • 2021
  • The crossing Y-stent method is one of the indispensable techniques to achieve sufficient neck coverage during coil embolization of bifurcation aneurysms with a wide neck and/or branch incorporation. However, the inevitable hourglass-like expansion of the second stent at the crossing point can result in insufficient vessel wall apposition, reduced aneurysm neck coverage, delayed endothelialization, and subsequent higher risks of acute or delayed thrombosis. It also interferes with engagement of the microcatheter into the aneurysm after stent installation. We expected to be able to reduce these disadvantages by installing a noncrossing type Y-stent using the Solitaire AB stent, which is fully retrievable with a tapered proximal end. Here we report the techniques and two successful cases.

A propeller superficial transverse cervical artery perforator flap for defect coverage of the submental area: a case report

  • Choi, Jong Yun;Seo, Jeong Hwa;Cha, Won Jin;Seo, Bommie Florence;Jung, Sung-No
    • Archives of Craniofacial Surgery
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    • v.22 no.6
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    • pp.341-344
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    • 2021
  • Reconstruction of submental defects is a challenge that needs to be approached carefully, since many important anatomical structures are located in this small space. Both aesthetic and functional outcomes should be considered during reconstruction. In this report, we describe a case where a superficial branch of the transverse cervical artery (STCA) perforator propeller flap was applied for coverage of the submental area. An 85-year-old woman presented with a 3-cm ovoid mass on her submental area. We covered the large submental defect with a STCA rotational flap in a 180° propeller pattern. The flap survived well without any complications at 1 year of followup. A STCA propeller flap is a useful surgical option in reconstruction for defect coverage of the submental area.

Goal-oriented Concolic Testing (목적 지향 콘콜릭 테스팅)

  • Chung, In-Sang;Park, Jung-Kyu
    • Journal of KIISE:Software and Applications
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    • v.37 no.10
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    • pp.768-772
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    • 2010
  • Concolic testing generates test data by combining concrete program execution and symbolic execution to achieve high test coverage. CREST is a representative open-source test tool implementing concolic testing. Currently, however, CREST aims at exploring all possible execution paths. In case of testing a specific branch or block, thus, it can be ineffective. This paper suggests a goal-oriented concolic testing that generates test data to execute a given branch or block.

Dynamic Test Data Generation for Branch Coverage (분기 커버리지를 위한 동적 테스트 데이터 생성)

  • Chung, In-Sang;Seong, Yeong-Rak
    • Proceedings of the Korean Information Science Society Conference
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    • 2012.06b
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    • pp.150-152
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    • 2012
  • 일반적으로 테스트 데이터 자동 생성을 지원하기 위해 심볼릭 실행기나 제약 해결기와 같은 도구를 요구한다. 그러나 이와 같은 도구들을 개발하는 것은 상당한 노력이 요구되는 것도 사실이다. 이 논문에서는 이러한 도구들의 지원 없이 분기 커버리지를 효과적으로 달성할 수 있는 테스트 데이터 생성 방법을 제안한다. 이를 위해 경로 지향 테스트 데이터 생성을 위해 개발된 Korel의 방법을 확장하여 프로그램의 분기들을 가능한 많이 실행할 수 있는 테스트 데이터를 효과적으로 생성하는 방법을 제안한다.

Diatally-Based Medial Crural Adipofascial Flap for Coverage of Medial Foot and Ankle

  • Kim, Min Bom;Lee, Young Ho;Choi, Ho Sung;Kim, Dong Hwan;Lee, Jung Hyun;Baek, Goo Hyun
    • Archives of Reconstructive Microsurgery
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    • v.24 no.2
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    • pp.56-61
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    • 2015
  • Purpose: We report on the clinical result after coverage of a soft tissue defect on the medial foot and ankle with an adipofascial flap based on the perforator from the posterior tibia artery. Materials and Methods: Nine patients with soft tissue defects on the medial foot and ankle area from March 2009 to May 2014 underwent the procedure. Average age was 54 years old (range, 8~82 years). There were five male patients and four female patients. The causes of the defect were trauma (4), tumor (3), and infection (2). The pivot point of transposition of this flap is the lower perforator originating from the posterior tibia artery. The fatty tissue side of this flap could be used to resurface the defect. The donor site was closed primarily with the preserved skin, and a small caliber drain tube was used. The split-thickness skin graft was grafted to the flap and the wound. If the wound was still infected, this skin graft could be performed at a later date. Results: All flaps survived and normal soft tissue coverage was obtained for the medial foot and ankle of all patients after the skin graft. Normal footwear was possible for all cases because of thin coverage. There was an extension contracture on the medial ray of the foot, which was resolved by contracture release and skin graft. Conclusion: For the medial foot and ankle soft tissue defect, the medial crural adipofascial flap based on a perforator branch of the posterior tibia artery could be a good option to cover it.

Efficient Methods for Reducing Clock Cycles in VHDL Model Verification (VHDL 모델 검증의 효율적인 시간단축 방법)

  • Kim, Kang-Chul
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.40 no.12
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    • pp.39-45
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    • 2003
  • Design verification of VHDL models is getting difficult and has become a critical and time-consuming process in hardware design. Recent]y the methods using Bayesian estimation and stopping rule have been introduced to verify behavioral models and to reduce clock cycles. This paper presents two strategies to reduce clock cycles when using stopping rule in a VHDL model verification. The first method is that a semi-random variable is defined and the data that stay in the range of semi-random variable are skipped when stopping rule is running. The second one is to keep the old values of parameters when phases of stopping rule are changed. 12 VHDL models are examined to observe the effectiveness of strategies, and the simulation results show that more than about 25% of clock cycles is reduced by using the two proposed strategies with 0.6% losses of branch coverage rate.

Management Guidelines of Natural Monuments Old Trees through an Ananlysis of Growing Environments II -A Focus on Seoul, Incheon and Gyeonggi provinces- (생육환경 분석을 통한 천연기념물 노거수의 관리방안 II -서울·인천·경기지역을 중심으로-)

  • Kang, Hyun-Kyung;Lee, Seung-Je
    • Journal of the Korean Society of Environmental Restoration Technology
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    • v.7 no.2
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    • pp.36-45
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    • 2004
  • This study was conducted to formulate management guidelines for monumental old trees in Korea through analysis of growing environments. A total of 20 old trees designated as natural monuments in Seoul, Incheon, and Gyeonggi provinces were surveyed for biological characteristics, surrounding environments, root collar conditions, tree health, and soil characteristics. Relationships among root collar conditions, tree health, and soil characteristics were analyzed by correlation. The old solitary trees designated as natural monuments included Pinus bungeana(4 trees), Juniperus chinensis(3 trees), Ginkgo biloba(3 trees), Poncirus trifoliata(2 trees), Actinidia arguta, Wisteria floribunda, Thuja orientalis, Quercus variabilis, Sophora japonica, Fraxinus rhynchophylla, Zelkova serrata, and Pinus densiflora. The tree height ranged from 3.56 to 67m, and root collar diameter ranged from 1.01 to 15.2m. The monumental old trees were growing on the various sites ranging from gardens, historical sites, open agricultural fields, mountain hills, to near the ocean beaches and streams. The coverage of bald land ranged from 50 to 100%, and depth of filled soil around the root collar ranged from 0 to 50cm. Tree health was expressed as the amount of branch dieback, cavity development, detachment of cambial tissue, infliction by diseases and insects. The branch dieback ranged from 5 to 20%, cavity development ranged from 10 to 100$cm^3$, detachment of cambial tissue ranged from 5 to 45%, and infliction by diseases and insects ranged from 5 to 20%. Soil pH ranged from 5.9 to 8.3, organic matter contents from 12 to 56%, phosphorus contents from 104 to 618ppm, while soil compaction ranged from 7 to 28mm. Results of correlation analysis showed that coverage of bald land was the most serious factor to deteriorate the cavity development and detachment of cambial tissue. In addition, chemical properties of soils seemed to be related to the health of the trees.