• Title/Summary/Keyword: Rule Reduction

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Waste Database Analysis Joined with Local Information Using Decision Tree Techniques

  • Park, Hee-Chang;Cho, Kwang-Hyun
    • 한국데이터정보과학회:학술대회논문집
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    • 2005.04a
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    • pp.164-173
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    • 2005
  • Data mining is the method to find useful information for large amounts of data in database. It is used to find hidden knowledge by massive data, unexpectedly pattern, relation to new rule. The methods of data mining are decision tree, association rules, clustering, neural network and so on. The decision tree approach is most useful in classification problems and to divide the search space into rectangular regions. Decision tree algorithms are used extensively for data mining in many domains such as retail target marketing, fraud detection, data reduction and variable screening, category merging, etc. We analyze waste database united with local information using decision tree techniques for environmental information. We can use these decision tree outputs for environmental preservation and improvement.

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Transfer Characteristic for Various Noise Source Positions and Power Bus Noise Reduction Method using Elevated Ground Island in High Speed PCBs (고속 인쇄회로기판에서 잡음원 위치에 따른 전도 잡음 특성 분석 및 부양된 접지 아일랜드를 이용한 전원부 잡음 감소 방법)

  • 이신영;권덕규;이해영
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.14 no.3
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    • pp.226-232
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    • 2003
  • In this paper, design rule of power island is studied. Power island have a defect that increase transfer noise when each power bus structure is resonant. So, in this paper, resonances are suppressed for various noise source positions and in order to improve noise characteristics, it is suggested EGI in order to improve noise characteristic. At the simulation result, the least resonance is showed for various noise source position and transfer impedance with power bus resonance is reduced about 11 $\Omega$ by EGI.

Distribution Feeder Reconfiguration Using Heuristic Rules (경험적 규칙을 이용한 배전계통의 재구성기법)

  • Cho, Si-Hyung;Choi, Byoung-Youn;Woo, Kwang-Bang
    • Proceedings of the KIEE Conference
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    • 1991.07a
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    • pp.363-365
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    • 1991
  • This paper presents a method for feeder reconfiguration in order to operate distribution systems efficiently using heuristic rules. The reconfiguration method presented here not only eliminates various abnormal states but also achieves minimum power loss and optimum load balance of the distribution feeders under normal operating condition transfering loads from one feeder to anoter applying the experiences of the experts. To implement the method effectively, a best-first tree searching strategy based on heuristics is used to evaluate the various load transfer alternatives. The development of a rule-based system aimed at the reduction of the search space is presented as a means of implementing the best-first searching strategy. The results of the computer simulation of the above procedure are as follows; 1) achieving minimum power loss of the distribution feeder adopting the optimum load transfer alternative. 2) Enhencing system reliability and achieving load balance through rational allocation of the feeder loads.

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유비쿼터스 기술을 이용한 태양광 감시 시스템

  • Jeong, Chang-Deok;Hong, Yu-Sik;Park, Jong-Cheol
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2007.05a
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    • pp.255-259
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    • 2007
  • In this paper, It proposes that solar cell monitoring system using ubiquitous technique, solar cells development system occurs the attrition at the same time in several segments. This is the reason why, whole damage is also looked greatly increased inclination. Therefore, we progress study that find out damage factor by element and are more deeply about loss reduction by element part hereafter. Also, efficiency of solar photovoltaics system can be improved. we wish to forecast efficiency decrease of solar photovoltaics using neural network algorithm. Experiment result hereafter, We will expect to be remote management of solar cell.

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Clinical Characteristics of the Orthopaedic Manual Physical Therapy (정형물리치료의 임상적 특성에 대한 비교)

  • Kim, Moo-Ki
    • Journal of Korean Physical Therapy Science
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    • v.10 no.2
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    • pp.236-245
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    • 2003
  • As one of the effective therapies for musculoskeletal diseases, orthopedic manual physical therapy has been watched with keen interest. In Korea, orthopedic manual physical therapy has been widely spread and applied in the field of clinical medicine since the mid-nineties. Since then, the clinical efficacy of orthopedic manual physical therapy has been approved, and orthopedic manual physical therapy has been gradually spread in the filed of clinical medicine. However, it should be noted that clinically available therapies are not well recognized. Therefore, this study was conducted to allude diagnostic and therapeutic characteristics of these therapies including deep tissue massage, manual therapy, Cyriaxs method combining manual reduction and chemotherapy, Kaltenborn-Evjenth method based on concave-convex rule for joint and soft tissue, Maitlands method based on patients sign and symptom, stress due to the posture, intraarticualr disturbance and Mckenzies method for pain due to the dysfunction.

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A Connectionist Expert System for Fault Diagnosis of Power System (전력계통 사고구간 판정을 위한 Commectionist Expert System)

  • 김광호;박종근
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.41 no.4
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    • pp.331-338
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    • 1992
  • The application of Connectionist expert system using neural network to fault diagnosis of power system is presented and compared with rule-based expert system. Also, the merits of Connectionist model using neural network is presented. In this paper, the neural network for fault diagnosis is hierarchically composed by 3 neural network classes. The whole power system is divided into subsystems, the neural networks (Class II) which take charge of each subsystem and the neural network (Class III) which connects subsystems are composed. Every section of power system is classified into one of the typical sections which can be applied with same diagnosis rules, as line-section, bus-section, transformer-section. For each typical section, only one neural network (Class I) is composed. As the proposed model has hierarchical structure, the great reduction of learning structure is achieved. With parallel distributed processing, we show the possibility of on-line fault diagnosis.

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Researching the Control Methodology for Automatic Test Equipment Apparatus for Test Time Reduction (Test Time감축을 위한 자동 검사 설비 제어방법에 관한 연구)

  • Byun, Do-Hoon;Choi, S.C.;Yun, B.H.
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2010.06a
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    • pp.360-360
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    • 2010
  • 반도체 산업은 지속적인 design rule 감소로 인해 직접도 및 Pin Count가 점점 증가함에 따라 보증해야할 회로의 수와 기능이 더불어 증가하고 있으며, 그 중 Test Cost 감소 방법 확보가 시급하게 되었다. 이에 따라 Test Cost 감소와 직결된 Test Time 감소 방법이 다양하게 제시되고 연구되고 있다. 본 논문은 Test Time의 한 부분인 반도체 검사 장비 (Automatic Test Equipment)의 효율적인 제어 방법을 제공함으로써, 관련 분야의 이해를 돕고자 한다.

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Load Frequency Control of Power System using Self Organizing Fuzzy Controller (자기조직화적 퍼지제어기를 이용한 전력계통의 부하주파수제어)

  • Lee, J.T.;Chung, D.I.;An, B.C.;Joo, S.M.;Chung, H.H.
    • Proceedings of the KIEE Conference
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    • 1993.11a
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    • pp.23-25
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    • 1993
  • This paper presents a design technique of self-organizing fuzzy controller using a learning method of fuzzy inference rule by a gradient method for load frequency control of power system. The membership functions in antecedent part and in consequent part of fuzzy inference rules are tuned by the gradient method. The related simulation results show that the proposed fuzzy controller are more powerful than the conventional ones for reduction of undershoot and deviation of load frequency in steady-state, and for minimization of settling time.

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Design and Manufacturing Factors of Micro-via Buildup Substrate Technology

  • Tsukada, Yutaka
    • Proceedings of the International Microelectronics And Packaging Society Conference
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    • 2001.09a
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    • pp.183-192
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    • 2001
  • 1- Buildup PCB technology is utilized to a bare chip attach substrate technology for packaging of semiconductor chip 2- Requirement for the substrate design rule is described in SIA International Technology Roadmap for Semiconductor. 3- There are seven fabrication methods of build-up technology. 4- Coating and lamination for resin and photo, and laser for micro via hope processes are available. Below $50\mu\textrm{m}$ in diameter is possible. 5- Fine pitch lines down to $30\mu\textrm{m}$ can be achieved by pattern plating with better electrical property. 6- Dielectric loss reduction is a key material improvement item for next generation build-up technology. 7- High band width up to 512 GB/s is possible with current wiring groundrule.

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Maneuvering Target Tracking using Evidential Reasoning Technique (증거 추론 기법을 이용한 기동 표적 추적)

  • Yoon, J.H.;Park, Y.H.;Whang, I.H.;Seo, J.H.
    • Proceedings of the KIEE Conference
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    • 1995.11a
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    • pp.192-194
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    • 1995
  • An improved filter for tracking a maneuvering target is presented. The proposed filter consists of two kalman filters based on different dynamic models and double decision logic. The use of double decision logic for the maneuver onset and ending detection leads to reduction in estimation error. This decision rule is based on evidence theory, Dempster-Shafer theory, which is extended in order to be applicable in the tracking problem. Simulation results show that the proposed filter performs better than IMM at a lower computational load.

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