• Title/Summary/Keyword: Rare class

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Adsorption of Rare Earth Metal Ion on N-Phenylaza-15-Crown-5 Synthetic Resin with Styrene Hazardous Material

  • Kim, Se-Bong;Kim, Joon-Tae
    • Journal of Integrative Natural Science
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    • v.7 no.2
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    • pp.130-137
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    • 2014
  • Resins were synthesized by mixing N-phenylaza-15-crown-5 macrocyclic ligand attached to styrene (2th petroleum in 4th class hazardous materials) divinylbenzene (DVB) copolymer with crosslink of 1%, 2%, 6%, and 12% by substitution reaction. The synthesis of these resins was confirmed by content of chlorine, element analysis, thermo gravimetric analysis (TGA), surface area, and IR-spectroscopy. The effects of pH, equilibrium arrival time, dielectric constant of solvent and crosslink on adsorption of metal ions by the synthetic resin adsorbent were investigated. The metal ions were showed fast adsorption on the resins above pH 4. The optimum equilibrium time for adsorption of metallic ions was about two hours. The adsorption selectivity determined in ethanol was in increasing order uranium (VI) > zinc (II) > europium (III) ions. The uranium ion adsorbed in the order of 1%, 2%, 6%, and 12% crosslink resin and adsorption of resin decreased in proportion to the order of dielectric constant of solvents.

A Study on Pre-processing for the Classification of Rare Classes (희소 클래스 분류 문제 해결을 위한 전처리 연구)

  • Ryu, Kyungjoon;Shin, Dongkyoo;Shin, Dongil
    • Annual Conference of KIPS
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    • 2020.05a
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    • pp.472-475
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    • 2020
  • 실생활의 사례를 바탕으로 생성된 여러 분야의 데이터셋을 기계학습 (Machine Learning) 문제에 적용하고 있다. 정보보안 분야에서도 사이버 공간에서의 공격 트래픽 데이터를 기계학습으로 분석하는 많은 연구들이 진행 되어 왔다. 본 논문에서는 공격 데이터를 유형별로 정확히 분류할 때, 실생활 데이터에서 흔하게 발생하는 데이터 불균형 문제로 인한 분류 성능 저하에 대한 해결방안을 연구했다. 희소 클래스 관점에서 데이터를 재구성하고 기계학습에 악영향을 끼치는 특징들을 제거하고 DNN(Deep Neural Network) 모델을 사용해 분류 성능을 평가했다.

Vascular Plants of the Bulyeong Valley in Uljin-gun, Gyeongbuk (경북 울진군 불영계곡 일대의 관속식물상)

  • Oh, Hyun-Kyung;Shin, Hyun-Tak
    • Korean Journal of Environmental Biology
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    • v.24 no.4
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    • pp.359-367
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    • 2006
  • The vascular plants of this site were identified as 641 taxa through field investigation; 101 families, 340 genera, 547 species, 80 varieties, 12 forms, 1 subspecies and 1 hybrid. Based on the Rare plants of the Forest Service and Korea Forest Research Institute, 9 taxa were listed except implanted species; Loranthus tanakae, Aristolochia manshuriensis, Aristolochia contorta, Viola albida, Cypripedium macranthum, Schpolia japonioa, Acanthopanax chiisanensis, Rhododendron micranthum. Based on the Korean endemic plants, 18 taxa were listed; Salix purpurea var, japonica, Asarum sieboldii var. mandshuricum for. misnadrum, Persicaria lapathifolia for. alba, Pseudostellaria sylvatica, Aconitum pseudolaeve var. erectum, Corydalis maculata, Corydazis albipetala, Corydalis grandicazyx, Cardamine amaraeiormis, Chrysosplenium barbatum, Filipendula glaberrima, Lespedeza x tomentella, Acanthopanax chiisanensis, Melampyrum setaceum var. nakaianum, Weigela subsessilis, Adenophora triphylla var. hirsute, Cirsium setidens, Saussurea pseudogracilis. Specific plant species by floral region were total 81 taxa (12.6%); Prunus yedoensis in class V, 13 taxa (Thuja orientalis, Cimicifuga heracleiiolia, Sedum middendorffianutn, Rhododendron micranthum, etc.) in class IV, 17 taxa (Equisetum palustre, Aceriphyllum rossii, Angelica gigas, Cirsium setidens, etc.) in class III, 15 taxa (Heloniopsis orientalis, Lychnis cognata, Saxifraga oblongifolia, Viola orientalis, etc.) in class II, 35 taxa (Hosta capitata, Cimicifuga simplex, Chrysosplenium flagelliferum, Campanula punctata, etc.) in class I. So, the naturalized plants were listed 53 taxa and the naturalization index was 8.2%, urbanization index was 20.7%.

Distribution of Resource Plants in the Wolmyung Park, Gunsan City (군산시 월명공원일대 자원식물의 분포 현황)

  • Oh, Hyun-Kyung;Kim, Young-Ha;Beon, Mu-Sup
    • Korean Journal of Plant Resources
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    • v.20 no.2
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    • pp.133-144
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    • 2007
  • The vascular plants at the Wolmyung Park was listed 479 taxa: 105 families, 317 genera, 417 species, 1 subspecies, 55 varieties and 6 forms. 479 taxa listed consists of 291 taxa of edible plants (60.8%), 335 taxa of medicinal plants (69.9%), 234 taxa of ornamental plants (48.9%) and 243 taxa of the others (50.7%). Based on the list of the rare plants by the Forest Research Institute, 4 taxa were recorded in the investigated areas; Aristolochia contorta (Preservation priority order, No. 151), Magnolia kobus (No. 187), Prunus yedoensis (No. 110), Berchemia racemesa (No. 67) and based on the list of Korean endemic plants, 9 taxa were recorded; Cephalotaxus koreana, Carex okamotoi, Populus tomentiglandulosa, Prunus yedoensis, Forsythia koreana, Asperula lasiantha, Weigela subsessilis, Adenophora triphylla var. hirsuta, Aster koraiensis. Specific plant species by floral region were total 31 taxa; Prunus yedoensis, Berchemia racemosa in class V, Magnolia kobus, Wistaria floribunda in class IV, 4 taxa (Spiraea salicifolia, Acer palmatum, Asperula lasiantha, etc.) in class III, Caryopteris incana in class II, 22 taxa (Clematis patens, Orixa japonica, Euscaphis japonica, Grewia biloba var. parviflora, etc.) in class I. The naturalized plants in this site were 14 families, 35 genera, 44 species, 2 varieties, 46 taxa and naturalization rate was 9.6% of all 479 taxa vascular plants.

Characteristics Distribution of Vascular Plants of the Moaksan Provincial Park (모악산 도립공원일대의 관속식물 분포 특성)

  • Beon, Mu-Sup;Oh, Hyun-Kyung
    • Korean Journal of Environment and Ecology
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    • v.21 no.1
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    • pp.38-46
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    • 2007
  • The vascular plants of the Moaksan provincial park area were listed as 615 taxa: 120 families, 383 genera, 542 species, 1 subspecies, 69 varieties and 3 forms. Based on the list of Korean endemic plants, 6 taxa were recorded: Cephalotaxus koreana, Carex okamotoi, Lilium amabile, Salix purpurea var. japonica, Weigela subsessilis, Aster koraiensis and based on the list of the rare plants by the Forest Research Institute, 5 taxa were recorded in the studied areas: Lilium distichum (Preservation priority order; No. 159), Tricyrtis dilatata (No. 97), Iris ensata var. spontanea (No. 197), Aristolochia contorta (No.151), Viola albida (No. 202). Specific plant species by floral region were a total of 48 taxa; Prunus yedoensis in Class V, 2 taxa, as Carex arenicola, Wistaria floribunda in Class IV, 4 taxa, Spiraea salicifolia, Thea sinensis, Asperula lasiantha, etc. in Class III, 8 taxa, as Lilium distichum, Iris ensata var. spontanea, Acer triflorum, etc. in Class II, 33 taxa, as Camptosorus sibiricus, Orixa japonica, Lonicera praeflorens, etc. in Class I. The naturalized plants in this site were 16 families, 40 genera, 48 species, 2 varieties, 50 taxa and the naturalization rate was 8.1% of all 615 taxa vascular plants. As a conservation measure, there needs to be controls on the imprudent development and excessive visitors and a detailed plan like nature the rest of the year.

Studies on Resource Plants of the Mireukbong and Manduksan in Jeollabuk-do (전라북도 만덕산과 미륵봉 일대의 자원식물상 연구)

  • Kim, Young-Ha;Beon, Mu-Sup;Oh, Hyun-Kyung
    • Korean Journal of Plant Resources
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    • v.19 no.4
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    • pp.447-458
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    • 2006
  • The resource plants at the Manduksan and Mireukbong was listed 550 taxa: 107 families, 339 genera, 481 species, 1 subspecies, 65 varieties and 3 forms. Among 550 taxa listed was confirmed 323 taxa of edible plants (58.7%), 384 taxa of medicinal plants (69.8%), 267 taxa of ornamental plants (48.5%) and 268 taxa of the others (48.7%). Based on the list of the rare plants by the Forest Research Institute, 4 taxa were recorded in the studied areas; Lilium distichum (Preservation priority order: No. 159), Tricyrtis dilatata (No. 97), Aristolochia contorta (No. 151), Prunus yedoensis (No. 110) and based on the list of Korean endemic plants, 11 taxa were recorded; Cephalotaxus koreana, Carex okamotoi, Lilium amabile, Populus tomentiglandulosa, Salix purpurea var. japonica, Pseudostellaria multiflora, Prunus yedoensis, Forsythia koreana, Paulownia coreana, Weigela subsessilis, Aster koraiensis. Specific plant species by floral region were total 30 taxa; Prunus yedoensis in class V, Wistaria floribunda in class IV, 3 taxa (Spiraea salicifolia, Acer palmatum, Asperula lasiantha) in class III, 3 taxa (Potentilla dickinsii, Viola tokubuchiana var. takedana, Caryopteris incana) in class II, 22 taxa (Pinus koraiensis, Hosta capitata, Chloranthus japonicus, Salix glandulosa, Juglans mandshurica, etc.) in class I. This site needs urgent countermeasures, because there have increased many man-made damages like planting exotic plants, picking wild plants and soil compaction induced by human trampling.

Vascular Plant of the Construct-Reserved Site for Eco-Forest of Mt. Daeun in Yangsan-si, Gyeongsangnam-do (경남 양산 대운산 생태숲 조성예정지의 관속식물상 연구)

  • Kang, Meeyoung;Kim, Taewoon;Moon, Hyunshik
    • Journal of Environmental Impact Assessment
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    • v.28 no.3
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    • pp.231-244
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    • 2019
  • The purpose of this study is to offer the basic information for the rational management plan in construction and running of eco-forest by analyzing the vascular plant of the constructreserved site of eco-forest in Mt. Daeun, Yangsan-si, Gyeongsangnam-do. The vascular plants were 280 taxa; 75 families, 179 genera, 245 species, 3 subspecies, 28 varieties and 4 forma. The Korean endemic plants were 6 taxa including Pseudostellaria coreana, Stewartia pseudocamellia, Primula modesta var. hannasanensis and so forth. The rare plants were Juniperus chinensis var.sargentii, Prunus yedoensis, Primula modesta var. hannasanensis, Chionanthus retusus and Scopolia japonica. The naturalized plants were 14 taxa including Rumex acetosella, Lepidium apetalum, Trifolium repens, Oenothera biennis, Veronica persica and so forth. The invasive alien plants were Rumex acetosella and Ambrosia artemisiifolia. Specific plant species by floristic region were total 24 taxa; Prunus yedoensis and Primula modesta var. hannasanensis in class V, Juniperus chinensis var. sargentii and Acer pictum subsp. mono in class IV, 5 taxa including Dryopteris bissentiana, Scolopolia japonica and so forth in class III, Pseudostellaria coreana, Potentilla dickinsii and Chionanthus retusus in class II, 12 taxa including Acotinum jaluense, Clematis patens and so forth in class I.

Characteristics of Vascular Plants in Yongyangbo Wetlands

  • Cho, Kwang-Jin;Paik, Weon-Ki;Lee, Jeonga;Lim, Jeongcheol;Lee, Changsu;Chu, Yeounsu
    • Proceedings of the National Institute of Ecology of the Republic of Korea
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    • v.2 no.3
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    • pp.153-165
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    • 2021
  • The objective of this study was to provide basic data for the conservation of wetland ecosystems in the Civilian Control Zone and the management of Yongyangbo wetlands in South Korea. Yongyangbo wetlands have been designated as protected areas. A field survey was conducted across five sessions between April 2019 and August of 2019. A total of 248 taxa were identified during the survey, including 72 families, 163 genera, 230 species, 4 subspecies, and 14 varieties. Their life-forms were Th (therophytes) - R5 (non-clonal form) - D4 (clitochores) - e (erect form), with a disturbance index of 33.8%. Three taxa of rare plants were detected: Silene capitata Kom. and Polygonatum stenophyllum Maxim. known to be endangered species, and Aristolochia contorta Bunge, a least-concern species. S. capitata is a legally protected species designated as a Class II endangered species in South Korea. A total of 26 taxa of naturalized plants were observed, with a naturalization index of 10.5%. There was one endemic plant taxon (Salix koriyanagi Kimura ex Goerz). In terms of floristic target species, there was one taxon in class V, one taxon in Class IV, three taxa in Class III, five taxa in Class II, and seven taxa in Class I. Three invasive alien species (Ambrosia trifida L., Ambrosia artemisiifolia L., and Humulus japonicus Siebold & Zucc) were observed. For continuous conservation of Yongyangbo Wetlands, it is necessary to remove invasive alien plants and block the inflow of non-point pollutants.

Literacy-Related Communication and Information Types in Social Pretend Play (사회적 가상놀이에서 나타난 문해 관련 의사소통 및 정보 유형)

  • Cho, Eun Jin;Bae, Jae Jung
    • Korean Journal of Child Studies
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    • v.20 no.4
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    • pp.247-263
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    • 1999
  • Literacy-related communication and information types naturally occurring in the dramatic play area were observed during free play over a 4 week period. Participants were 21 boys and 16 girls enrolled in a kindergarten class in Taegu. Types of literacy-related communication frequently used during social pretend play were Description, Suggestion, Question, and Answer. Negative types of literacy-related communication, such as Threat, Protest, and Warning were rare. Types of frequently occurring literacy information were about letters & words, and literacy functions. These findings were discussed with respect to curricular implications for the classroom.

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A New Learning Algorithm for Rare Class Classification (희귀 목적값 분류를 위한 학습 알고리즘)

  • Lee, Kwang-Ho;Lee, Chang-Hwan
    • Annual Conference of KIPS
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    • 2006.11a
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    • pp.39-42
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    • 2006
  • 본 논문에서는 데이터 마이닝에서 발생되는 희귀 데이터를 분석하기 위한 희귀 목적값 분석의 새로운 알고리즘을 제시한다. 이를 위하여 속성들이 가지는 속성의 가중치 값과 속성값이 목적 속성에 미치는 가중치값을 정보이론에 입각하여 가중치 계산을 하고, 계산된 가중치값을 사용하여 스코어링 함으로써 희귀 목적값에 속한 데이터 예측/분류에 사용하는 방법을 제시하였다. 실험을 통해 본 알고리즘의 성능을 입증함은 물론 제안된 알고리즘이 희귀 데이터의 분류/학습에 좀 더 효과적이다는 것을 보였다.

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