• Title/Summary/Keyword: F-Measure

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Analysis of Partial Discharge in High Voltage Motor Model Coils (고압전동기 모델 코일의 부분방전 분석)

  • Kim, Hee-Dong;Kong, Tae-Sik
    • Proceedings of the KIEE Conference
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    • 2005.07c
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    • pp.2091-2093
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    • 2005
  • Five model coils of 6.6kV motor were manufactured with several defects. These stator coils have artificial defects such as void of groundwall insulation, removal of semi-conductive coating and damage of strand insulation. Epoxy-mica coupler(80 pF) was connected to five model coil terminals, respectively The voltage applied to the coils was 3.81kV, 4.76kV, 6.0kV and 6.6kV. Partial discharge(PD) tests performed in the laboratory and shield room. Digital PD detector (PDD) and turbine generator analyzer(TGA) were used to measure PD activity. TGA summarizes each plot with two quantities such as the normalized quantity number(NQN) and the peak PD magnitude(Qm). The PD levels in pC were measured with PDD. PD patterns of model coils were indicated the internal and slot discharges. PD patterns coincide with both PDD and TGA.

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A Text Similarity Measurement Method Based on Singular Value Decomposition and Semantic Relevance

  • Li, Xu;Yao, Chunlong;Fan, Fenglong;Yu, Xiaoqiang
    • Journal of Information Processing Systems
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    • v.13 no.4
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    • pp.863-875
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    • 2017
  • The traditional text similarity measurement methods based on word frequency vector ignore the semantic relationships between words, which has become the obstacle to text similarity calculation, together with the high-dimensionality and sparsity of document vector. To address the problems, the improved singular value decomposition is used to reduce dimensionality and remove noises of the text representation model. The optimal number of singular values is analyzed and the semantic relevance between words can be calculated in constructed semantic space. An inverted index construction algorithm and the similarity definitions between vectors are proposed to calculate the similarity between two documents on the semantic level. The experimental results on benchmark corpus demonstrate that the proposed method promotes the evaluation metrics of F-measure.

Magnetic Impeadance Effects by the Displacement of Amorphous Ribbon (아몰퍼스 리본의 변위에 의한 자기임피던스 효과)

  • 신용진;소대화;김현욱;임재근;강재덕
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 1999.11a
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    • pp.73-76
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    • 1999
  • In this thesis, we fabricate a zero-magnetostrictive amorphous ribbon measure the impeadance effect, and then Investigate possibility as a sensor material. $Co_{72.5}$F $e_{0.5}$M $o_{2}$ $B_{15}$ S $i_{5}$ is used as composition of specimen alloy. We first melt the specimen in high frequency induction furnace and then rapidly quench it by using single roll technique. As the result, we obtain a ribbon where thickness is 12${\mu}{\textrm}{m}$, width is 1mm and length is 93mm. Consequently, it is proved through this study that zero-magnetostrictive amorphous ribbon can be used as an excellent magnetic sensor material.rial.l.

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Exploring Study Designs for Evaluation of Interventions Aimed to Reduce Occupational Diseases and Injuries

  • van der Molen, Henk F.;Stocks, Susan J.;Frings-Dresen, Monique H.W.
    • Safety and Health at Work
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    • v.7 no.1
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    • pp.83-85
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    • 2016
  • Effective interventions to reduce work-related exposures are available for many types of work-related diseases or injuries. However, knowledge of the impact of these interventions on injury or disease outcomes is scarce due to practical and methodological reasons. Study designs are considered for the evaluation of occupational health interventions on occupational disease or injury. Latency and frequency of occurrence of the health outcomes are two important features when designing an evaluation study with occupational disease or occupational injury as an outcome measure. Controlled evaluation studies-giving strong indications for an intervention effect-seem more suitable for more frequently occurring injuries or diseases. Uncontrolled evaluation time or case series studies are an option for evaluating less frequently occurring injuries or diseases. Interrupted time series offer alternatives to experimental randomized controlled trials to give an insight into the effectiveness of preventive actions in the work setting to decision and policy makers.

Rich Transcription Generation Using Automatic Insertion of Punctuation Marks (자동 구두점 삽입을 이용한 Rich Transcription 생성)

  • Kim, Ji-Hwan
    • MALSORI
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    • no.61
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    • pp.87-100
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    • 2007
  • A punctuation generation system which combines prosodic information with acoustic and language model information is presented. Experiments have been conducted first for the reference text transcriptions. In these experiments, prosodic information was shown to be more useful than language model information. When these information sources are combined, an F-measure of up to 0.7830 was obtained for adding punctuation to a reference transcription. This method of punctuation generation can also be applied to the 1-best output of a speech recogniser. The 1-best output is first time aligned. Based on the time alignment information, prosodic features are generated. As in the approach applied in the punctuation generation for reference transcriptions, the best sequence of punctuation marks for this 1-best output is found using the prosodic feature model and an language model trained on texts which contain punctuation marks.

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Readability Enhancement of English Speech Recognition Output Using Automatic Capitalisation Classification (자동 대소문자 식별을 이용한 영어 음성인식 결과의 가독성 향상)

  • Kim, Ji-Hwan
    • MALSORI
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    • no.61
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    • pp.101-111
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    • 2007
  • A modified speech recogniser have been proposed for automatic capitalisation generation to improve the readability of English speech recognition output. In this modified speech recogniser, every word in its vocabulary is duplicated: once in a de-caplitalised form and again in the capitalised forms. In addition its language model is re-trained on mixed case texts. In order to evaluate the performance of the proposed system, experiments of automatic capitalisation generation were performed for 3 hours of Broadcast News(BN) test data using the modified HTK BN transcription system. The proposed system produced an F-measure of 0.7317 for automatic capitalisation generation with an SER of 48.55, a precision of 0.7736 and a recall of 0.6942.

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The Effect of Mg, Zn, Si wt(%) on the Extrudability of 7xxx Al Alloy (Mg, Zn, Si 성분이 7xxx 계 알루미늄 합금의 압출성에 미치는 영향)

  • Ham, Hyun-Wook;Kim, Byung-Min;Cho, Hoon;Cho, Hyung-Ho
    • Journal of the Korean Society for Precision Engineering
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    • v.16 no.11
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    • pp.148-157
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    • 1999
  • The objective of this study is to investigate the effect of three main chemical compositions(Mg, Zn, Si) on extrudability of 7xxx Al alloy with high tensile strength. A few Al alloys based on 7xxx alloys were metal mold cast with various weight*%) of Mg 0.3-1.2%, Zn 5.0-8.0% and Si 0.4-0.7%, to envestigate the effects of extrudability, as well as mechanical properties. To measure the extrudability of cast billets, maximum extrusion pressure and surface temperature at die exit before tearing occurs were obtained by experiment and simulation of thermo-viscoplastic F.E.M. Also the yield and tensile strength of extruded products were tested.

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A Study on the Ablation of AZ5214 and SU-8 Photoresist Processed by 355nm UV Laser (355nm UV 레이저를 이용한 AZ5214와 SU-8 포토레지스트 어블레이션에 관한 연구)

  • Oh, J.Y.;Shin, B.S.;Kim, H.S.
    • Laser Solutions
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    • v.10 no.2
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    • pp.17-24
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    • 2007
  • We have studied a laser direct writing lithography(LDWL). This is more important to apply to micro patterning using UV laser. We demonstrate the possibility of LDWL and construct the fabrication system. We use Galvano scanner to process quickly micro patterns from computer data. And laser beam is focused with $F-{\theta}$ lens. AZ5214 and SU-8 photoresist are chosen as experimental materials and a kind of well-known positive and negative photoresist respectively. Laser ablation mechanism depends on the optical properties of polymer. In this paper, therefore we investigate the phenomenon of laser ablation according to the laser fluence variation and measure the shape profile of micro patterned holes. From these experimental results, we show that LDWL is very useful to process various micro patterns directly.

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Spam Mail Filtering System using Ontology and Semantic Enrichment (온톨로지와 Semantic Enrichment를 이용한 스팸 메일 필터링 시스템)

  • 김현준;김흥남;정재은;조근식
    • Proceedings of the Korean Information Science Society Conference
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    • 2004.04b
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    • pp.553-555
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    • 2004
  • 최근 인터넷의 급속한 성장과 더불어 전자메일(I-Mail)은 의사교환의 필수적인 매체로 사용 되어지고 있다. 그러나 편리하고 비용이 들지 앉는 장정을 이용해 엄청난 양의 스맴 메일이 매일같이 솎아져 오고, 이를 해결하기 위한 다양한 연구들이 제시되어져 왔다. 특히. 문서 분류에 널리 쓰이는 베이지안 분류자(Bayesian classifier)가 가장 널리 이용되어지고 있는데, 정확도와 재현율에서 비교적 우수한 성능을 보이고 있다. 그러나 몇 가지 문제점을 갖고 있는데, 첫째, 사전에 사용자에 의해 스팸. 논스팸 메일에 대한 충분한 학습이 선행되어야 하는 정, 둘째, 필터링을 위한 연산시간이 소요되는 점, 셋째, 필터링의 대상이 되는 메일 본문의 내용이 적을 경우 정확한 필터링이 어렵다는 정 등의 문제점이 있다. 본 논문에서는 마지막 문제점으로 지적된 메일 본문의 내용이 적을 경우 즉, 연산을 위한 특징적인 단어들의 부족으로 정확한 분류가 불가능한 경우의 해결방안으로 온틀로지와 Semantic Enrichment 기법을 이용한 스팸 메일 필터링 시스템을 제안한다. 실험 결과, 제안하는 시스템이 베이지안 분류자를 이용한 분류 시스템보다 정확도에서 4.1%, 재현율에서 10.5%. 그리고 F-measure에서 7.64%의 성능향상을 보였다.

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A quantitative analysis about microleakage of all-in-one adhesive

  • Kang, Yong-Hee;Shin, Dong-Hoon
    • Proceedings of the KACD Conference
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    • 2003.11a
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    • pp.574-574
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    • 2003
  • I. Objectives Newly all-in-one adhesives were developed for reducing the techique sensitivity and chair time, but lots of concerns were made on bondability, longevity, and microleakage. The object of this study was to measure micro leakage and marginal quality of all-in-one adhesives using electrochemical method and SEM analysis quantitatively. II. Materials and Methods After making Class V cavities, they were bulk filled with Heliomolar(#A1) after surface treatment with three adhesives:Adper Prompt (Group 1), One up bond F (Group 2), Xeno III(Group 3).(omitted)

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