• 제목/요약/키워드: Temporal Patterns

검색결과 735건 처리시간 0.03초

Application of Hidden Markov Chain Model to identify temporal distribution of sub-daily rainfall in South Korea

  • Chandrasekara, S.S.K;Kim, Yong-Tak;Kwon, Hyun-Han
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2018년도 학술발표회
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    • pp.499-499
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    • 2018
  • Hydro-meteorological extremes are trivial in these days. Therefore, it is important to identify extreme hydrological events in advance to mitigate the damage due to the extreme events. In this context, exploring temporal distribution of sub-daily extreme rainfall at multiple rain gauges would informative to identify different states to describe severity of the disaster. This study proposehidden Markov chain model (HMM) based rainfall analysis tool to understand the temporal sub-daily rainfall patterns over South Korea. Hourly and daily rainfall data between 1961 and 2017 for 92 stations were used for the study. HMM was applied to daily rainfall series to identify an observed hidden state associated with rainfall frequency and intensity, and further utilized the estimated hidden states to derive a temporal distribution of daily extreme rainfall. Transition between states over time was clearly identified, because HMM obviously identifies the temporal dependence in the daily rainfall states. The proposed HMM was very useful tool to derive the temporal attributes of the daily rainfall in South Korea. Further, daily rainfall series were disaggregated into sub-daily rainfall sequences based on the temporal distribution of hourly rainfall data.

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교합력 수준에 따른 저작근 근활성도에 관한 연구 (Study on the Activity Patterns of Masticatory Muscles according to the Levels of Occlusal Force)

  • Byung-Gook Kim;Woo-Cheon Kee;Sung-Su Jung
    • Journal of Oral Medicine and Pain
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    • 제15권1호
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    • pp.27-35
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    • 1991
  • In order to evaluate muscular activity patterns of masticatory muscles and asymmetry patterns of muscular activity according to the levels of occlusal force, twenty-one individuals of age ranged from 23 to 27 years were examined. They were selected according to the following criteria : 1) no symptoms of temporomandibular disorder, 2) complete dentition except third molars, 3) normal or Angle's class I molar relationship and 4) no experience of dental treatment. The electromyographic amplitudes was measured for evaluation of muscular activity and asymmetric patterns of masseter and anterior temporal muscle during unilateral clenching at the levels of 10%, 20%, 40% and 50% of the maximum occlusal force by use of electromyogram and bite force meter. The obtained results were as follows : 1. The muscle activity indices of masticatory muscles of clenching side at the clenching levels of 10%, 20% and 30% of the maximum occlusal force were -19.12, -9.87, -0.49%, so that activity of anterior temporal muscle was dominant than that of masseter muscle. At the levels of 40%, 50% of the maximum occlusal force, muscle activity indices were 4.68%, 6.70%, so that activity of masseter was dominant at all level and as the levels of occlusal force was increased, muscular activity index was tend to decrease. 2. In masseter, asymmetry indices of muscular activity at the levels of 10%, 20% of maximum occlusal force were -10.34 and -1.24%, so that muscular activity of non-clenching side were dominant and at the levels of 30%, 40% and 50% each of maximum occlusal force, muscular activity was dominant on clenching side as 4.68, 7.18 and 10.9%. In anterior temporal muscle, asymmetry indices were 33.38%, 25.46, 2095, 10.23 and 15.45% at the levels of 10%, 20%, 30%, 40% and 50% each of maximum occlusal force, so that activity of clenching 15.45% at the levels of 10%, 20%, 30%, 40% and 50% each of maximum occlusal force, so that activity of clenching side was dominant than that of non-clenching side at all levels, but as the levels of occlusal force was increased, asymmetry indices of muscular activity was tend to decrease. 3. Between both sides, average electromyographic amplitudes of masseter and anterior temporal muscle were correlated, so that as the levels of occlusal force was increased, average electromyographic amplitudes of both side in same muscle were increased proportionally. But asymmetry indices between muscular activities of masseter and anterior temporal muscle were not correlated.

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시퀀스 빈발도와 가중치를 이용한 최적 이동 패턴 탐사 (Optimal Moving Pattern Mining using Frequency of Sequence and Weights)

  • 이연식;박성숙
    • 인터넷정보학회논문지
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    • 제10권5호
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    • pp.79-93
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    • 2009
  • 사용자들의 특성에 맞게 개인화되고 세분화된 위치 기반 서비스를 개발하기 위한 목적으로 시공간 상에서 발생하는 이동 객체의 다양한 패턴들 중 의미있는 유용한 패턴을 추출하기 위한 시공간 패턴 탐사가 필요하다. 이에 본 논문에서는 방대한 이동 객체의 이력 데이터로부터 패턴 탐사를 통해 실세계에 적용 가능한 위치 기반 서비스의 개발에 대한 응용으로, STOMP(F)[25]에서 정의한 최적의 이동 패턴을 탐사하는 문제들을 기반으로 시간 및 공간 제약을 갖는 패턴을 추출하기 위한 새로운 탐사 기법인 STOMP(FW)를 제안한다. 제안된 기법은 패턴 빈발도 만을 이용한 기존 연구(STOMP(F)[25])에 가중치(거리, 시간, 비용 등)를 복합적으로 이용하는 패턴 탐사 방법으로, 특정한 지점들 사이를 이동한 객체의 이동 패턴들 중 패턴 빈발도가 특정 임계치 이상이고 가중치가 가장 적게 소요되는 이동 패턴을 최적 경로로 결정하는 방법이다. 제안된 방법의 패턴 탐사는 경험적인 이동 이력을 사용함으로써 기존의 최적 경로 탐색 기법들($A^*$, Dijkstra 알고리즘)이나 빈발도 만을 이용한 방법들 보다 접근하는 노드 수가 상대적으로 적어 보다 빠르고 정확하게 최적 패턴을 탐색할 수 있음을 보인다.

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Page Replacement for Write References in NAND Flash Based Virtual Memory Systems

  • Lee, Hyejeong;Bahn, Hyokyung;Shin, Kang G.
    • Journal of Computing Science and Engineering
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    • 제8권3호
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    • pp.157-172
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    • 2014
  • Contemporary embedded systems often use NAND flash memory instead of hard disks as their swap space of virtual memory. Since the read/write characteristics of NAND flash memory are very different from those of hard disks, an efficient page replacement algorithm is needed for this environment. Our analysis shows that temporal locality is dominant in virtual memory references but that is not the case for write references, when the read and write references are monitored separately. Based on this observation, we present a new page replacement algorithm that uses different strategies for read and write operations in predicting the re-reference likelihood of pages. For read operations, only temporal locality is used; but for write operations, both write frequency and temporal locality are used. The algorithm logically partitions the memory space into read and write areas to keep track of their reference patterns precisely, and then dynamically adjusts their size based on their reference patterns and I/O costs. Without requiring any external parameter to tune, the proposed algorithm outperforms CLOCK, CAR, and CFLRU by 20%-66%. It also supports optimized implementations for virtual memory systems.

데이타 축소와 군집화를 사용하는 시공간 데이타의 이산화 기법 (Discretizing Spatio-Temporal Data using Data Reduction and Clustering)

  • 강주영;용환승
    • 한국정보과학회논문지:컴퓨팅의 실제 및 레터
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    • 제15권1호
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    • pp.57-61
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    • 2009
  • 항목 기반의 순차 패턴 마이닝 기법들을 시공간 데이타에 적용하기 위해서는 시공간 속성 값에 대한 적절한 이산화가 필수적이다. 본 논문에서는 입력 데이타의 시공간적 상판 정보를 유지함과 동시에 데이타 수를 축소시킴으로써 마이닝 프로세스의 효율성을 높이는 이산화 기법을 제안한다. 제안된 기법은 선 단순화를 사용하여 궤적에 대한 근사치를 구함으로써 마이넘 단계에서 처리할 데이터 크기를 축소시킨다. 또한 단순화 된 궤적을 유사한 시공간적 특성을 가지는 논리적 그룹으로 군집화하여 데이터의 분포를 고려한 이산화를 수행한다. 실험을 통해 제안된 기법이 마이넝 프로세스의 효율성을 높일 뿐 아니라 보다 직관적이고 해석이 용이한 패턴을 도출하는 것을 보였다.

난지도를 중심으로 한 대기 중 BTEX 성분의 농도분포 특성에 대한 연구 (Studies of Ambient BTEX Distribution Characteristics in the Nan-Ji-Do Landfill Site in Seoul)

  • 김기현;김민영;오상인;윤중섭;이강웅
    • 한국대기환경학회지
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    • 제17권6호
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    • pp.463-474
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    • 2001
  • In this study, the concentrations of major anthropogenic volatile organic compounds(VOCs) which include benzene, toluene, m, p-xylene, o-xylene, and ethylbenzene were measured at the Nan-ji-do landfill site during the spring and fall season of 2000. the temporal distribution characteristics of these VOCs were investigated over varying time scale. According to our study, the mean concentration of those species were computed to be 1.65$\pm$2.68(benzene), 9.62$\pm$9.32(toluene), 1.84$\pm$2.90(m, p-xylene), 0.83$\pm$1.43(o-xylene), and 1.17$\pm$1.21 ppb(ethylbenzene). The VOCs levels in the study area are not distinctively higher than the level typically found in urban area that can be subject to the influence of various anthropogenic source processes. Inspection of their temporal trends exhibited various patterns for the diurnal(and seasonal) cycle. Although each species showed distinctive patterns in temporal distribution trends, we were able to find the strong correlations among most concurrently measured VOCs except for benzene.

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정상 성인의 운동역학적 보행분석 (A Study on Kinetic Gait Analysis of the Normal Adult)

  • 김건;윤나미
    • The Journal of Korean Physical Therapy
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    • 제21권2호
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    • pp.87-95
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    • 2009
  • Purpose: This study reports the basic reference data of the specific gait parameters for Korean normal adults. Methods: The basic gait parameters were extracted from 73 Adults (35 men and 38 women), 18 to 33 years of age, using a Vicon MX motion analysis system. The segment kinetics, such as joint moment and power, was analyzed at the hip, knee and ankle. Results: The motion patterns are typically associated with a specific phase of the gait cycle. The temporal-spatial gait parameters of Korean normal adults, such as cadence, walking speed, stride length, single support and double support, were similar to the other western reference data. The kinetic parameters of Korean normal adults, such as joint moments of force, joint mechanical power generation or absorption and ground reaction forces, were also similar to other western reference datasets. Conclusion: This study demonstrates that objective gait analysis can be used to document the gait patterns of normal healthy adults. The techniques of 3-dimensional temporal-spatial gait parameters and kinematic parameters analysis can provide a detailed biomechanical description of a normal and pathological gait.

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얕은관자혈관의 임상 해부학적 분석 (A Clinical Analysis of the Anatomy of the Superficial Temporal Vessels)

  • 남수봉;최치원;황소민;김상호;배용찬
    • Archives of Plastic Surgery
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    • 제32권2호
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    • pp.214-218
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    • 2005
  • The anatomy and distribution of the superficial temporal vessels are known to follow regular patterns, with few exceptions in previous studies. But these previous studies of the anatomy and distribution of the superficial temporal vessels were based, only on the cadaver studies. Authors evaluated the anatomy of these vessels in the operative field of the living body from December 1997 to June 2001, The superficial temporal vessels were surgically exposed from the zygomatic arch extending to the superior temporal line through a preauricular incision in 18 patients(20 cases), who underwent reconstructive surgery using these vessels in the operative field. The authors measured and analyzed; the distribution, branching and diameters of the superficial temporal vessels. The results were obtained as follows; 1.In 19 cases, STV(superficial temporal vein) runs posterior to STA(superficial temporal artery) at the upper border of the zygomatic arch. 2. There was no frontal or parietal branches in 2 cases and vena comitante existed along with STA in one case. 3. The external diameter of STA and STV was measured at the lower border of the zygomatic arch. The external diameter of STA ranged from 1.5 mm to 3.0 mm(average 2.1 mm) and those of STV ranged from 1.3 mm to 3.5 mm (average 2.0 mm). This study can be helpful in the reconstructive surgery using the superficial temporal vessels, for the results of our study are based on the true anatomy of the living body.

Durational aspects of Korean nasal geminates

  • Oh, Eunhae
    • 말소리와 음성과학
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    • 제9권4호
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    • pp.19-25
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    • 2017
  • The current study focused on the production of geminate nasal consonants across different word boundary types in Korean as a function of speech style to investigate whether temporal properties are preserved across varying speaking rates. Assimilated geminates in Korean, known as true geminates, are produced with distinctively longer consonant duration compared to singletons. Despite a large body of literature for geminates across different languages, geminates in Korean have been relatively less investigated with respect to the durational patterns in relative terms and temporal variabilities. In this study, singletons, word-internal geminates and word-boundary (fake) geminates produced by ten native Seoul Korean speakers were compared in terms of absolute consonant closure duration, preceding vowel duration, the relative ratios (consonant-to-preceding vowel duration) as well as the temporal variabilities in speech production. The results showed that word-internal geminates were produced with longer consonant duration and greater temporal variabilities than singletons and word-boundary geminates in absolute duration, indicating relatively greater flexibility in timing. However, only word-internal geminates were produced with distinctively longer consonant duration with significantly lower variability in relative duration regardless of speech styles. The results provide some insight into the representation of temporal information in the production of Korean geminate consonants.

분산 객체지향 시스템을 위한 정형 명세 방법에 관한 연구 (Formal Specification Methods for Distributed Object-Oriented Systems)

  • 이상범
    • 한국정보처리학회논문지
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    • 제7권5호
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    • pp.1426-1433
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    • 2000
  • As distributed computing systems become popular, many modeling techniques and methods have been developed in specify the specification formally and verify the distributed/concurrent sytems. In spite of importance of communication in distributed object-oriented systems, specifying of communication method generally has not been emphasized in the design phase. One reason is due to the system designer misunderstanding, that is, a specification needs to be independent on the implementation. However, since defining communication pattern indistributed object-oriented systems is more serious than the required message passing method in the design phase. specifying the communication pattern is necessary instead of postponing until the implementation. In this paper, two formal specification techniques, temporal logic method and Petri nets method, for the communication in distributed systems are discussed. One is based on the temporal logic, which specifies the different patterns of primitive predicates. This method enable to define the underlying mechanism which can be interpreted as constraints. The Petri net method helps to specify the dynamic behavior of communicational patterns using the properties of Petri nets.

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