• Title/Summary/Keyword: Cascading

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Removing the Feature Redundancy using Correlation-Based Approach for Decision Tree Ensemble (의사결정 트리 앙상블을 구축하기 위한 상관성 기반 기법을 이용한 속성 중복성 제거)

  • Piao, Yongjun;Piao, Minghao;Shon, Ho Sun;Ryu, Keun Ho
    • Proceedings of the Korea Information Processing Society Conference
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    • 2011.11a
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    • pp.1229-1231
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    • 2011
  • 대량의 분류 규칙 탐사 과정은 앙상블기법을 사용하여 다양한 연구들이 이루어지고 있다. 본 논문에서는 의사결정 트리의 분열 문제와 singleton 포함 한계를 해결하기 위하여 Cascading-and-Sharing 앙상블 기법을 적용하여 점진적 다중 의사결정 트리를 구축하였다. 또한 분류의 정확도를 향상시키고, 트리의 복잡도와 모델 과잉접합을 피하기 위하여 다중 트리 구축과정에서 선형 상관분석기법을 기반으로 훈련 데이터 속성들의 중복성을 제거하였다. 실험 결과, 속성들의 중복성을 제거하여 구축한 트리들은 원래 기법보다 더 좋은 결과를 보여주었다.

Concatenated Coding System for an Effective Error Correction (효율적인 에러 정정을 위한 콘케티네이티드 코팅 시스템)

  • Kang, Beob Joo;Kang, Chang Eon
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.23 no.3
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    • pp.309-316
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    • 1986
  • A concatenated coding system using a binary code as the inner code and a nonbinary code as the outer code has been constructed for the purpose of error correction. The complexity of a conventional coding system grows exponentially as the code length of a block code becomes longer. To reduce the complexity for ling code, an effective communication system has been proposed by cascading two codes-binary and norbinary codes. Using a parallel-to-serial circuit and a serial-to-parallel circuit, the concatenated coding system has been designed and constructed by empolying a (7,3) burst error correcting code as the inner code and a (7,3) Reed-Solomon code as the outer code. This system has been simulated and tested using a micro-computer. For the (49,9) concatenated coding system, the error probability of the channel has been evaluated and compared to different coding systems.

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Floating Inverter Amplifiers with Enhanced Voltage Gains Employing Cross-Coupled Body Biasing

  • Jae Hoon Shim
    • Journal of Sensor Science and Technology
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    • v.33 no.1
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    • pp.12-17
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    • 2024
  • Floating inverter amplifiers (FIAs) have recently garnered considerable attention owing to their high energy efficiency and inherent resilience to input common-mode voltages and process-voltage-temperature variations. Since the voltage gain of a simple FIA is low, it is typically cascaded or cascoded to achieve a higher voltage gain. However, cascading poses stability concerns in closed-loop applications, while cascoding limits the output swing. This study introduces a gain-enhanced FIA that features cross-coupled body biasing. Through simulations, it is demonstrated that the proposed FIA designed using a 28-nm complementary metal-oxide-semiconductor technology with a 1-V power supply can achieve a high voltage gain (> 90 dB) suitable for dynamic open-loop applications. The proposed FIA can also be used as a closed-loop amplifier by adjusting the amount of positive feedback due to the cross-coupled body biasing. The capability of achieving a high gain with minimum-length devices makes the proposed FIA a promising candidate for low-power, high-speed sensor interface systems.

Multihop Rate Adaptive Wireless Scalable Video Using Syndrome-Based Partial Decoding

  • Cho, Yong-Ju;Radha, Hayder;Seo, Jeong-Il;Kang, Jung-Won;Hong, Jin-Woo
    • ETRI Journal
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    • v.32 no.2
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    • pp.273-280
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    • 2010
  • The overall channel capacity of a multihop wireless path drops progressively over each hop due to the cascading effect of noise and interference. Hence, without optimal rate adaptation, the video quality is expected to degrade significantly at any client located at a far-edge of an ad-hoc network. To overcome this limitation, decoding and forwarding (DF), which fully decodes codewords at each intermediate node, can be employed to provide the best video quality. However, complexity and memory usage for DF are significantly high. Consequently, we propose syndrome-based partial decoding (SPD). In the SPD framework an intermediate node partially decodes a codeword and relays the packet along with its syndromes if the packet is corrupted. We demonstrate the efficacy of the proposed scheme by simulations using actual 802.11b wireless traces. The trace-driven simulations show that the proposed SPD framework, which reduces the overall processing requirements of intermediate nodes, provides reasonably high goodput when compared to simple forwarding and less complexity and memory requirements when compared to DF.

Least Square Method: A Novel Approach to Determine Symmetrical Components of Power System

  • Rehman, Bilawal;Liu, Chongru;Wang, Lili
    • Journal of Electrical Engineering and Technology
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    • v.12 no.1
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    • pp.39-44
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    • 2017
  • This paper proposes a novel approach to determine symmetrical components of power system by applying method of least squares in time domain. For the modern power system stability, clearance of faults on high voltage transmission lines in zero response time is crucial and important. Symmetrical components have a great attention since last century. They have been found an effective tool for the analysis of symmetrical and unsymmetrical faults in power system. Moreover, magnitude of symmetrical components are also used as a caution about faults in system. With rapid changes in technology, Microprocessor assumed to be fastest machine of the modern era. Hence microprocessor based techniques were developed and implemented for last few decades. The proposed technique apply least square method in the computation of symmetrical components which is suitable as an application in microprocessor based monitoring and controlling power system in order to avoid cascading failures. Simulation of proposed model is carried out in MATLAB/SIMULINK and all results exploit the validity of model.

EUV AND SOFT X-RAY EMISSION IN CLUSTERS OF GALAXIES

  • BOWYER STUART
    • Journal of The Korean Astronomical Society
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    • v.37 no.5
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    • pp.295-297
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    • 2004
  • Observations with EUVE, ROSAT, and BeepoSAX have shown that some clusters of galaxies produce intense EUV emission. These findings have produced considerable interest; over 100 papers have been published on this topic in the refereed literature. A notable suggestion as to the source of this radiation is that it is a 'warm' (106 K) intracluster medium which, if present, would constitute the major baryonic component of the universe. A more recent variation of this theme is that this material is 'warm-hot' intergalactic material condensing onto clusters. Alternatively, inverse Compton scattering of low energy cosmic rays against cosmic microwave background photons has been proposed as the source of this emission. Various origins of these particles have been posited, including an old (${\~}$Giga year) population of cluster cosmic rays; particles associated with relativistic jets in the cluster; and cascading particles produced by shocks from sub-cluster merging. The observational situation has been quite uncertain with many reports of detections which have been subsequently contradicted by analyses carried out by other groups. Evidence supporting a thermal and a non-thermal origin has been reported. The existing EUV, FUV, and optical data will be briefly reviewed and clarified. Direct observational evidence from a number of different satellites now rules out a thermal origin for this radiation. A new examination of subtle details of the EUV data suggests a new source mechanism: inverse Compton scattered emission from secondary electrons in the cluster. This suggestion will be discussed in the context of the data.

Design of Cascaded Lowpass Filter using Combination of Stopbands (저지대역의 중첩을 이용한 캐스캐이드 저역통과 여파기의 설계)

  • 김경훈;김상인;박익모;임한조
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.15 no.7
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    • pp.644-652
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    • 2004
  • In this paper, we designed a cascaded microstrip lowpass filter using the lowpass filters previously proposed. The previously proposed lowpass filters have a ultra-wide stopband and prominent cutoff sharpness using the combined characteristics of slot and microstrip open stub, respectively, and they are catagorized into 2 types by the method that determining their passband characteristics. The first type is determined its passband characteristics by open stub characteristics and the second is by slot characteristics. By cascading these structures with impedance adjustment of each element, the deeper out-of-band rejection and the sharper skirt response were achieved. The fabricated cascaded lowpass filters have -3㏈ cutoff frequencies at 1.035㎓ and 1.286㎓ respectively and -20㏈ stopband is over 20㎓ for both structures.

성과관리와 성과평가에서 공유지표의 중요성에 관한 고찰

  • Choe, Hyeong-Seop
    • 한국경영정보학회:학술대회논문집
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    • 2007.06a
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    • pp.745-750
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    • 2007
  • 기업의 성과관리와 성과평가 분야에서 성과지표의 분류는 조직의 내부 구성관계 즉, 수직적 (vertical) 구조(전사-본부-팀)와 수평적 (horizontal) 구조(본부와 본부 혹은 팀과 팀간)의 공유에 따라 구분될 수 있으나 기존 연구(Lipe & Salterio 2000, Dilla & Stcinbart 2005)에서는 공통지표와 고유지표라고 하는 수평적인 측면만이 고려되고 수직적인 측면은 고려되지 않았다는 한계가 있다. 조직의 성과가 향상되기 위해서는 하부조직이 전사 전략에 집중 할 필요가 있으며 이를 위하여 전사의 비전을 위한 전략목표달성에 기여한 정도를 측정하여 보상과 연계하는 것은 성과관리제도가 추구하는 기본 방향이며 도입목적이기도 하다. 그런데 선행 연구에서 밝혀지지 않은 조직구성 관계의 수직적 측면에서 전사지표의 정렬(Alignment)을 통한 공유와 할당(Cascading)된 지표의 가중치를 고려해 볼 때 고유지표는 재 정의하여 세분화 할 필요가 있다는 점이다. 즉, 특정 부서의 지표 중에는 전사 혹은 상위부서에 반영되어 공유하고 있는 고유지표(이하 공유지표)와 전사 혹은 상위부서에는 반영되지 않고 해당 부서만 독점하고 있는 순수한 고유지표(이하 고유지표$^{1}$)로 구분되어야 하며 공유지표와 고유지표의 분류에 따라 가중치 설정이 달라져야 한다는 주장이 그것이다. 따라서 본 연구의 목적은 조직이 성과를 공정하게 평가하고 하부조직이 전사전략에 집중하도록 하기 위해 공통지표와 고유지표를 사용하고 있는데(Dilla & Steinbart 2005), 고유지표를 공유지표와 고유지표로 재 정의하고 분류하여 관리 할 필요가 있다는 점과 각각의 지표 분류에 따라 가중치 설정에 차이가 있는지에 대한 유의성을 검증해 보고자 한다.

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Fabrication of Al Flake Powder for Pigment (안료용 알루미늄 플레이크 분말 제조)

  • 홍성현;김병기
    • Journal of Powder Materials
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    • v.10 no.6
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    • pp.415-421
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    • 2003
  • The study for producing the flake powders by milling of aluminum foil and gas atomized powders was carried out. The effects of lifter bars on the ball motions and milling of aluminum foils were also investigated. The aluminum foils were laminated each other, elongated, fragmented into small foils and finally formed into the flake powders during the dry ball-milling. The spherical atomized-powders were milled to coarse flake powders with high aspect ratio and then changed to fine flake powders with lower aspect ratio. Even though long times were required for making flake powders by milling of foils, the water covering areas of them were higher than those of powders milled using gas-atomized powders, suggesting aluminum foils were more plastically deformed by micro-forging. On the other hand, as the number of lifter bars increased, the necessary rotation speeds of milling jar for cascading mode and cataracting mode decreased drastically. It was possible to achieve same quality of milled flake powder by using the lifter bars under the lower milling speeds. The painting test showed that the appearance of painted surface was good and optimum content range of aluminum paste in car paint to maximize the degree of gloss was 3-5%.

Development of Financial Effect Measurement(FEM) Models for Quality Improvement and Innovation Activity (품질개선 및 혁신활동에서 재무성과 측정모형의 개발)

  • Choi, Sungwoon
    • Journal of the Korea Safety Management & Science
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    • v.17 no.1
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    • pp.337-348
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    • 2015
  • This research introduces the Financial Effect Measurement (FEM) models which measures both the improvement and the innovation performance of Quality Control Circle (QCC) and activities of Six Sigma. Concepts and principle of Comprehensive Income Statement (CIS), Balanced Scorecard (BSC), Time-Driven Activity Based-Costing (TDABC) and Total Productive Maintenance (TPM) are applied in order to develop the 4 FEM models presented in this paper. First of all, FEM using CIS depicts the improvement effects of production capacity and yield using relationships between demand and supply, and line balancing efficiency between bottleneck process and non-bottleneck processes. Secondly, cause-and-effect relation of Key Performance Indicator (KPI) is used to present Critical Success Factor (CSF) effects for QC Story 15 steps of QCC and DMAIC (Define, Measure, Analyze, Improve, and Control) of Six Sigma. The next is FEM model for service management innovation activities that uses TDABC to calculate the time-driven effect for improving the indirect activities according to the cost object. Lastly, FEM model for TPM activities presents the interpretation of improvement effect model of TPM Capital Expenditure (CAPEX) and Operating Expenditure (OPEX) maintenance using profit, cash and Economic Added Value (EVA) as metrics of enterprise values. To better understand and further investigate FEMs, recent cases on National Quality Circle Contest are used to evaluate new financial effect measurement developed in this paper.