• 제목/요약/키워드: two-level approach

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Recognizing Actions from Different Views by Topic Transfer

  • Liu, Jia
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제11권4호
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    • pp.2093-2108
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    • 2017
  • In this paper, we describe a novel method for recognizing human actions from different views via view knowledge transfer. Our approach is characterized by two aspects: 1) We propose a unsupervised topic transfer model (TTM) to model two view-dependent vocabularies, where the original bag of visual words (BoVW) representation can be transferred into a bag of topics (BoT) representation. The higher-level BoT features, which can be shared across views, can connect action models for different views. 2) Our features make it possible to obtain a discriminative model of action under one view and categorize actions in another view. We tested our approach on the IXMAS data set, and the results are promising, given such a simple approach. In addition, we also demonstrate a supervised topic transfer model (STTM), which can combine transfer feature learning and discriminative classifier learning into one framework.

The Impact of Consumer Evaluation on the Cause-Related Marketing

  • Lee, Chia-Lin
    • Asia Marketing Journal
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    • 제19권1호
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    • pp.1-17
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    • 2017
  • Cause-related Marketing (CrM) has become an increasingly popular marketing approach over the past two decades. However, neither researchers nor organizations fully understand the determinants of a successful CrM partnership. This research fills this gap. Specifically, we employ the schema theory to explore circumstances in which the CrM alliance cannot achieve a success. We use a theoretical modeling approach to report that, when consumers' typicality-based cognitive process is assumed, the CrM activity with the partners' more-discrepant attribute profile cannot be evaluated favorably, but the attribute-level uncertainty about the CrM alliance is less likely to feedback to the two partners. Furthermore, we argue that, under the schema-plus-tag model, consumers may not like the CrM program with a similar attribute profile. Therefore, this CrM approach may fail. To our knowledge, we are the first to apply the schema theory to explain how a CrM alliance can achieve a success.

MEMS 적용을 위한 폴리실리콘 CMP에서 디싱 감소에 대한 연구 (Dishing Reduction on Polysilicon CMP for MEMS Application)

  • 박성민;정해도
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2006년도 추계학술대회 논문집 Vol.19
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    • pp.376-377
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    • 2006
  • Chemical Mechanical Planarization (CMP) has emerged as an enabling technology for the manufacturing of multi-level metal interconnects used in high-density Integrated Circuits (IC). Recently, multi-level structures have been also widely used m the MEMS device such as micro engines, pressure sensors, micromechanical fluid pumps, micro mirrors and micro lenses. Especially, among the thin films available in IC technologies, polysilicon has probably found the widest range of uses in silicon technology based MEMS. This paper presents the characteristic of polysilicon CMP for multi-level MEMS structures. Two-step CMP process verifies that is possible to decrease dishing amount with two type of slurries characteristics. This approach is attractive because two-step CMP process can be decreased dishing amount considerably more then just one CMP process.

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AN EMPIRICAL BAYESIAN ESTIMATION OF MONTHLY LEVEL AND CHANGE IN TWO-WAY BALANCED ROTATION SAMPLING

  • Lee, Seung-Chun;Park, Yoo-Sung
    • Journal of the Korean Statistical Society
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    • 제32권2호
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    • pp.175-191
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    • 2003
  • An empirical Bayesian approach is discussed for estimation of characteristics from the two-way balanced rotation sampling design which includes U.S. Current Population Survey and Canadian Labor Force Survey as special cases. An empirical Bayesian estimator is derived for monthly effect under presence of two types of biases and correlations It is shown that the marginal distribution of observation provides more general correlation structure than that frequentist has assumed. Consistent estimators are derived for hyper-parameters in Normal priors.

업무-기술적합(TTF) 영향에 대한 다차항 회귀분석과 반응표면 방법론적 접근: 그룹지원시스템(GSS)의 경우 (Polynomial Regression Analysis and Response Surface Methodology in Task-Technology Fit Research: The Case of GSS (Group Support Systems))

  • 강소라;김민수;양희동
    • Asia pacific journal of information systems
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    • 제16권2호
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    • pp.47-67
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    • 2006
  • This study takes a quantitative approach to the influence of TTF (Task-Technology Fit) on the individual's use and performance of GSS (Group Support Systems), while traditional studies on TTF have taken the experimental approach to explore the characteristic fit between diverse tasks and technologies. We have the following two research inquires: Are the IS use and performance maximized when information technologies are provided by the exact amount of demand?; and, Does TTF at the high level between task and IT produce better IS use (or performance) than at the low level? To investigate these issues, we use the polynomial regression analysis and response surface methodology of Edwards (1993) instead of traditional direct measure of TTF. This method measures the degree of desired and actual level of information technologies in conducting tasks, and traces the dynamic changes of dependent variables (IS use and performance) according to the variances of each independent variable. Our results conclude that user's IS use and performance are maximized when information technologies are actually provided by no more or less than the desired level. We also found that TTF at the high level promotes better IS use and performance than TTF at the low level.

Kriging 기법을 이용한 지하수위 분포 추정 (Application of kriging approach for estimation of water table elevation)

  • 박준경;박영진;위용곤;이상호;홍창수;추석연
    • 한국터널지하공간학회 논문집
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    • 제4권3호
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    • pp.217-227
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    • 2002
  • ${\bigcirc}{\bigcirc}$ 터널 구간의 지하수유동분석을 위해 지구통계학적 기법을 적용하였다. 이 지역의 표고와 관정 및 터널시추공에서의 지하수위의 선형회귀분석결과 상관성이 매우 큰 것으로 나타났다. 보통크리깅 및 공크리깅을 이용하여 작성된 지하수위 등고선도는 표고등고선도를 기준으로 비교해보면 공크리깅에 의한 것이 정밀성이 더 큰 것으로 나타났다. 보통크리깅과 공크리깅에 의해 작성된 지하수위 등고선도에서는 지하수 유동상태를 검토해 보면, 북서쪽의 산악지형에서 계곡쪽으로, 봉우리 일대에서 외곽쪽으로 각각 유동하는 것으로 나타났다. 본 연구를 통해 터널굴착 예정지역의 정확한 분석이나 관측자료의 평가없이 사용하던 지하수위 분포를 정량적으로 설계에 반영할 수 있었으며, 공간상에 분포하는 자료측정의 제한성과 경제적인 이유로 충분한 자료를 확보할 수 없는 현실에 비추어 볼 때 지구통계학은 미지의 구간에 대해 보다 정량적인 자료를 제공할 수 있음을 보여주었다.

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Postoperative Clipping Status after a Pterional versus Interhemispheric Approach for High-Positioned Anterior Communicating Artery Aneurysms

  • Kim, Myungsoo;Kim, Byoung-Joon;Son, Wonsoo;Park, Jaechan
    • Journal of Korean Neurosurgical Society
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    • 제64권4호
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    • pp.524-533
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    • 2021
  • Objective : When treating high-positioned anterior communicating artery (ACoA) aneurysms, pterional-transsylvian and interhemispheric approaches are both viable options, yet comparative studies of these two surgical approaches are rare. Accordingly, this retrospective study investigated the surgical results of both approaches. Methods : Twenty-four patients underwent a pterional approach (n=11) or interhemispheric approach (n=13), including a unilateral low anterior interhemispheric approach or bifrontal interhemispheric approach, for high-positioned ACoA aneurysms with an aneurysm dome height >15 mm and aneurysm neck height >10 mm both measured from the level of the anterior clinoid process. The clinical and radiological data were reviewed to investigate the surgical results and risk factors of incomplete clipping. Results : The pterional patient group showed a significantly higher incidence of incomplete clipping than the interhemispheric patient group (p=0.031). Four patients (36.4%) who underwent a pterional approach showed a postclipping aneurysm remnant, whereas all the patients who experienced an interhemispheric approach showed complete clipping. In one case, the aneurysm remnant was obliterated by coiling, while follow-up of the other three cases showed the remnants remained limited to the aneurysm base. A multivariate analysis revealed that a pterional approach for a large aneurysm with a diameter >8 mm presented a statistically significant risk factor for incomplete clipping. Conclusion : For high-positioned ACoA aneurysms with a dome height >15 mm and neck height >10 mm above the level of the anterior clinoid process, a large aneurysm with a diameter >8 mm can be clipped more completely via an interhemispheric approach than via a pterional approach.

Analytical Tools for Ideological Texts in Critical Reading Instruction

  • Lee, Jong-Hee
    • 영어어문교육
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    • 제10권3호
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    • pp.89-112
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    • 2004
  • This article examines the ways in which language can be exploited in the manipulation of the reader's interpretation of a text to make him/her take certain lines of thought according to the writer's persuasive intents. Such functions of language provide valid foundations to support the teaching of critical reading skills and to explore an adequate approach to discourse analysis. A pilot study was conducted to find out the extent to which the reader can be coaxed into thinking in some fashions guided by specific linguistic devices employed for ideological texts. Forty-seven subjects divided into two groups (humanities majors and natural science majors at undergraduate level) joined the two-fold questionnaire surveys intended to look at their critical reading abilities. The empirical results indicate that college students whose majors are humanities were more inclined to take a holistic approach in processing commercial advertisement texts and their abilities for critical interpretation appeared to be lower than those of the subjects whose majors are natural sciences, who showed a relatively high tendency to take an analytical approach in decoding the textual facts. As a consequence, pedagogic implications for increasing critical reading abilities have resulted in a set of analytical procedures concerning ideological texts which is linked with instructional guidelines to emphasize the importance of the reader's logical and analytical reasoning power, entirely accepted as a general prerequisite for cracking the covert language gambits.

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Transient testing from LV / SC coupled analysis by new shock synthesis

  • Girard, Alain;Cavro, Etienne;Dupuis, Paul-Eric
    • Advances in aircraft and spacecraft science
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    • 제5권2호
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    • pp.177-186
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    • 2018
  • This paper deals with the idea to replace the usual high-level sine sweep test on shaker at system level, very severe, by a low level one completed by a transient test in the same configuration, in order to be more representative of the real environment, thus limiting over testing and improving the payload comfort. The problem of the transient test specification is first discussed. The proposed solution is to derive from LV/SC coupled analyses a shock response spectrum corresponding to two damping ratios. Then, the question of adequate shock synthesis is tackled. A new method with a given spectrum is considered for better potential and accuracy than the usual wavelets. A campaign on the Intespace bi-shaker devoted to system level showed its capability to perform the resulting test with one spectrum. First investigations to extend this approach to two spectra are in progress.

시간지원 크랙잭션을 위한 충돌 검출 기법의 성능평가 (Performance Evaluation of Conflict Detection Schemes for Concurrent Temporal Tranactions)

  • 구경이;하봉옥;김유성
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제26권1호
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    • pp.80-80
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    • 1999
  • As Temporal DataBase Systems(TDBSs) manages both the historical versions and the current version of each data item, a temporal transaction may access more data records than atransaction in traditional database systems. Hence, the concurrency control subsystem of temporaldatabase management system should be able to correctly and efficiently detect actual conflicts amongconcurrent temporal transactions while the cost of detecting conflicts is maintained in low levelwithout detecting false conflicts which cause severe degradation of system throughput.In this paper, Two-Level Conflict Detection(TLCD) scheme is proposed for efficient conflictdetection between concurrent temporal transactions in TDBs. In the proposed TLCD scheme, sincechecking conflict between concurrent temporal transactions is performed at two levels, i, e., logicallevel and physical level, conflicts between concurrent temporal transactions are efficiently and correctlydetected,Furthermore, we also evaluate the performance of the proposed TLCD scheme with those oftraditional conflict detection schemes, logical-level conflict detection scheme and physical-level conflictdetection scheme by simulation approach, The result of the simulation study shows that the proposedTLCD scheme outperforms the previous conflict detection schemes with respect to the averageresponse time.