• 한국콘텐츠학회논문지
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• 제10권2호
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• pp.99-110
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• 2010

이벤트는 환자의 증상과 같은 시간 속성을 갖는 흐름을 의미하며 센서를 통하여 수집된 스트림 데이터는 시작과 종료 시점을 갖는 인터벌 이벤트로 요약 가능하다. 그러나 대부분의 시간 마이닝 기법은 빈발 이벤트만을 고려하며, 빈발하지 않는 이벤트는 중요하더라도 제외되는 문제가 있다. 이 논문에서는 다차원 스트림 데이터 환경에서 인터벌 이벤트에 기초하여 의미있는 시간 관계에 대한 연관 규칙 마이닝 기법을 제안한다. 제안 방법은 이벤트 가중치와 이상 이벤트가 감지된 시점의 스트림 데이터만 고려하여 이벤트의 발생 횟수에 상관없이 의미있는 시간 관계에 대한 연관 규칙을 탐사한다. 그리고 성능 평가를 통하여 제안 방법이 기존의 방법에 비하여 보다 유용한 지식을 탐사함을 보인다.

• 정보처리학회논문지D
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• 제18D권4호
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• pp.215-224
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• 2011

U-Health는 다양한 종류의 센서로 환자 정보를 수집하며, 스트림 데이터는 시작 시점과 종료 시점을 갖는 인터벌 이벤트로 요약 가능하다. 그러나 대부분의 시간 데이터 마이닝 기법들은 이벤트 발생 시점만을 고려하며 스트림 데이터의 상태 변화는 간과하는 문제가 있다. 이 논문은 U-Health에서 이벤트 상태 변화를 고려한 시간 마이닝 기법을 제안한다. 제안 방법은 U-Health에서 관심이 있는 이벤트만을 센서에서 서버로 전송함으로써 환경의 제약 사항들을 극복하고 스트림 데이터에 대한 네 가지 이벤트 상태를 정의하여 상태 변화를 고려한 시간 마이닝을 수행한다. 최종적으로, 제안 방법은 이벤트들 사이에 존재하는 인과 관계를 시간 관계 시퀀스로 기술하여 탐사 규칙의 모호함을 제거한다.

• 정보처리학회논문지D
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• 제16D권5호
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• pp.691-700
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• 2009

이벤트는 환자의 증상과 같이 시간 속성을 갖는 하나의 흐름을 의미하며 인터벌 이벤트는 시작과 종료 시점에 대한 시간 간격을 갖는다. 그리고 시간 데이터마이닝에 대한 많은 연구가 있었지만 환자 이력, 구매자 이력, 로그 이력과 같은 인터벌 이벤트에 대한 지식 탐사 방법에 대한 연구는 미흡하다. 이 논문에서는 이벤트들의 인과 관계에 대한 연관 규칙을 탐사하고 이 규칙에 기반하여 결과 이벤트 발생을 예측하는 시간 데이터마이닝 방법을 제안한다. 제안 방법은 이벤트 시간 속성을 사용하여 인터벌 이벤트로 요약하고 이벤트들의 인과 관계를 탐사하여 이벤트 발생을 예측한다. 성능평가를 통하여 제안 방법은 다양한 지지도를 적용하여 발생 빈도에 상관없이 이벤트 발생에 높은 영향을 주는 의미있는 희소 관계를 발견함으로써 기존의 데이터마이닝 기법에 비하여 보다 우수한 정보를 탐사할 수 있다.

• 대한치과보철학회지
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• 제40권6호
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• pp.560-571
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• 2002

Jaw relations and the recording methods have been controversial aspects of dentistry. The purpose of this study was to quantify the relative muscle activity of the masseter and temporal muscles in relation to different intermaxillary relations recorded by intra-oral tracer during maximal clenching and to decide the optimal mandibular position. Ten volunteers with healthy TMJ were studied. Intra-oral tracer was assembled and bite block was fabricated in the articulator. Intra-oral tracer was placed in the mouth, and four mandibular positions were recorded. EMG activity was recorded on a BIO-PAK system (Bio-Research Associates, Inc. USA.) in masseter and temporal muscle and compared in each mandibular positions. The results were as follows: 1. In comparison with maximum intercuspation, the chewing position was the most similar followed by tapping position, myocentric position and posterior border position. However the differences were not statistically significant. 2. In comparison of bilateral symmetry of masseter muscle, tapping position was the most symmetrical followed by chewing position and maximum intercuspation. Myocentric position and posterior border position were not symmetrical. (P<.05). 3. In comparison of bilateral symmetry of anterior temporal muscle, chewing position was the most symmetrical followed by posterior border position, maximum intercuspation, myocentric position and tapping position. However the differences were not statistically significant. 4. In comparison of proportionality of anterior temporal muscle to masseter muscle activity on left side, posterior border position was the greatest followed by myocentric position, taping position, chewing position and maximum intercuspation. And the proportionality of posterior border position was greater than that of maximum intercuspation. (P<.05). 5. In comparison of proportionality of anterior temporal muscle to masseter muscle activity on right side, myocentric position was the greatest followed by posterior border position, tapping position, maximum intercuspation and chewing position. However the differences were not statistically significant.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제9권1호
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• pp.169-189
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• 2015

Detection of anomalous events from video streams is a challenging problem in many video surveillance applications. One such application that has received significant attention from the computer vision community is traffic video surveillance. In this paper, a Lossy Count based Sequential Temporal Pattern mining approach (LC-STP) is proposed for detecting spatio-temporal abnormal events (such as a traffic violation at junction) from sequences of video streams. The proposed approach relies mainly on spatial abstractions of each object, mining frequent temporal patterns in a sequence of video frames to form a regular temporal pattern. In order to detect each object in every frame, the input video is first pre-processed by applying Gaussian Mixture Models. After the detection of foreground objects, the tracking is carried out using block motion estimation by the three-step search method. The primitive events of the object are represented by assigning spatial and temporal symbols corresponding to their location and time information. These primitive events are analyzed to form a temporal pattern in a sequence of video frames, representing temporal relation between various object's primitive events. This is repeated for each window of sequences, and the support for temporal sequence is obtained based on LC-STP to discover regular patterns of normal events. Events deviating from these patterns are identified as anomalies. Unlike the traditional frequent item set mining methods, the proposed method generates maximal frequent patterns without candidate generation. Furthermore, experimental results show that the proposed method performs well and can detect video anomalies in real traffic video data.

• 대한약침학회지
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• 제12권2호
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• pp.41-50
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• 2009

Although Chronic tension-type headache(CTTH) is one of the most common symptom in primary headache, there is no definite mechanisms. But muscular factors and psychological factors is supposed to be related with CTTH according to many other studies and pressure pain threshold(PPT) is used to measure muscular factors. Methods 1. We performed this study with 63 patients fulfilling the International Headache Societ criteria for chronic tension-type headache and 20 healthy control group and measured the PPT of temporal muscle and trapezius muscle. 2. We investigated the correlation between clinical characteristic and PPT. 3. Each of the CTTH groups and Control group is divided to four group again - HNP, Spondylosis, Sprain, Normal according to Cervical spine X-ray. Results 1. The PPT of temporal muscle and trapezius muscle in the CTTH is significantly lower than that of Control. 2. In CTTH group, the PPT has significant positive relation with duration of headache and continued time of headache. And the PPT has significant inverse relation with Frequency of headache and Level of headache. 3. In CTTH group, spondylosis group has the highest PPT and normal group is second. And there are significant difference between spondylosis group and the others. Conclusion : We found that PPT is strongly significant to measure muscular factor in CTTH.

• 대한원격탐사학회지
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• 제22권5호
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• pp.313-323
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• 2006

Forest Canopy Density is a dynamic process mediated by various natural and anthropogenic factors. It can be changed over time and locations in the same forest type and landscape. However, human dimensions are considered as the primary force of landscape change and subsequent forest canopy loss in tropical regions of the world. Many studies have been indicated that roads have a far greater impact on forests than simply allowing access for human use. Similarly, rivers have been used as means of transportation, hence illegal logging and felling further deplete forest canopy density. The main objective of this study was to investigate the spatio-temporal dynamic alterations of Forest Canopy Density (FCD) across with site associated factors such as biophysical, physical and human interferences in tropical region of Nepal from 1988 to 2001. Landsat TM and ETM+ of 1988 and 2001 were used to assess the spatial and temporal dynamic alterations of FCD. This analysis revealed that distance to human settlements at P=<0.01, rivers, human interferences (path and fire) and species composition had a statistically significance at P=<0.05 level. However, other factors did not show any significant relation. So, we concluded that understanding of dynamic alterations of FCD with respect to factors was quite complex phenomena. Other surrounding environment could also playa significant role. A comprehensive analysis could be required to understand such complexities. Therefore, additional factors such as climatic, biophysical, social, and institutional with respect to spatio-temporal variability should be considered for the better understanding of canopy dynamic.

• 전자공학회논문지B
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• 제30B권7호
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• pp.70-82
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• 1993

In this paper, employing the 3-dimensional discrete cosine transform (DCT) for the utilization of the temporal correlation, an adaptive motion sequence coding technique is proposed. The energy distribution in a 3-D DCT block, due to the nonstationary nature of the image data, varies along the veritical, horizontal and temporal directions. Thus, aiming an adaptive system to local variations, adaptive procedures, such as the 3-D classification, the classified linear scanning technique and the VLC table selection scheme, have been implemented in our approach. Also, a hybrid structure which adaptively combines inter-frame coding is presented, and it is found that the adaptive hybrid frame coding technique shows a significant performance gain for a moving sequence which contains a relatively small moving area. Through an intensive computer simulation, it is demonstrated that, the performance of the proposed 3-D transform coding technique shows a close relation with the temporal variation of the sequence to be code. And the proposed technique has the advantages of skipping the computationally complex motion compensation procedure and improving the performance over the 2-D motion compensated transform coding technique for rates in the range of 0.5 ~ 1.0 bpp.

• Journal of the Korean Association of Oral and Maxillofacial Surgeons
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• 제26권3호
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• pp.229-237
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• 2000

According to the functional matrix theory, Delaire proposes that individual occlusal plane was determined by variable effects of teeth, maxilla, mandible, cranium, cranial base and soft tissue matrix including the orofacial musculature. and that there is the ideal occlusal plane determined by the most proper spatial position of maxilla and mandible, functionally and esthetically. This study was designed to find out the relation between Delaire's ideal occlusal plane and muscle activity of masticatory muscles in individuals who have normal maxillo-mandibular relationships. Lateral cephalometric radiographs were taken and his/her individual occlusal plane and ideal occlusal plane were analyzed with Delaire's architectural and structural craniofacial analytic method. For evaluation of muscle activities of masticatory muscles, electromyography of anterior temporal muscle, superficial masseter muscle, and anterior belly of digastric muscle was recorded in fifty Korean normal Angle class I occlusion individuals. According to the average value of ideal occlusal plane, fifty normal Angle class I occlusion individuals were classified into three groups: Ideal occlusal plane group(I group), hyperrotation group(I+ group) and hyporotation group(I- group). The result of this study was as follows: 1. The results of Delaire's architectural and structural craniofacial analysis of lateral cephalography of the fifty Korean normal Angle class I occlusion individuals are that twelve persons(24%) have consistent or parallel with ideal occlusal plane and the average of angular difference was $1.22^{\circ}{\pm}3.69^{\circ}$. 2. There is no significant difference in muscle activities of masticatory muscles during resting(p<0.05), but significant increases of muscle activity of ipsilateral anterior temporal and masseter muscle, contralateral anterior belly of digastric muscle during unilateral chewing and of anterior temporal and masseter muscle during bilateral clenching(p<0.05). 3. To find out the effect of the angular difference between Delaire's ideal occlusal plane and real occlusal plane to muscle activity, muscle activities of masticatory muscles were compared with three groups in each other; I group, I+ group and I- group. The results were no significant differences during resting, unilateral chewing and bilateral clenching.(p>0.05) 4. Although there is no significant differences of masticatory muscle activities among the three groups, the fact that increasing tendency of masseter muscle activity of ideal occlusal plane group(I+) than those of any other groups(I+ and I-) during bilateral clenching was noted. There is only the implication that occlusal plane makes some effects on masticatory muscle activities, espacially that of masseter muscle during bilateral clenching. In conclusion, the hypothesis that occlusal plane is one of the factors which affect the muscle activities of masticatory muscles and that anyone whose occlusal plane consistent with Delaire's ideal occlusal plane has an extraordinary functional advantage in masticatory muscle function cannot be proven with electromyography methods.

• 한국간호교육학회지
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• 제8권1호
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• pp.51-60
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• 2002

The purpose of this study was to identify the relationship between self-esteem, self- efficacy and clinical practice performance, academic achievement, decision making of major field in clinical practice . The study subjects consisted with 244 students from G. junior nursing college that will adapt a new majoring program of clinical nursing practice funded by Ministry of human and resources development. Data were analyzed using descriptive statistics, and t-test, Pearson correlation, and multiple regression. The results of this study were summarized as follows: 1. The students were relatively performed well in clinical practice setting (total M :3.78). The item of student's personal relationship between patients, patient's family, and professional staff showed high score (M=3.96). However students did not feel comfortable to communicate with patients, patient's family and professional staffs in clinical setting(mean=3.56). 2. Students who had experiences of temporal absence from school showed significant difference in the variable of academic achievement and decision making of major field in clinical practice Students who entered to nursing school with self-motive revealed statistically significant difference in the variable of clinical practice performance, academic achievement, self-esteem, self-efficacy, and decision making of major field in clinical practice. 3. There was a significant correlation between self-esteem and clinical practice performance, (r=.512, p<.000). And the relation between self-esteem and decision making of major field in clinical practice was significantly correlated(r=.377, p<.000). Self-efficacy and clinical practice performance(r=.567, p<.000), and decision making of major field in clinical practice (r=.441, p<.000) showed significant correlations. Also relation between academic achievement and self-esteem reveled a significant correlation(r=.129, p<.05) but correlation between self-efficacy and academic achievement was not significant. 4. Correlation between clinical practice performance and decision making of major field in clinical practice also identified a significant relation(r=.498, p<.000). 5. Self-esteem and self-efficacy variables predicted clinical practice performance and explained 37.7% of clinical practice performance. 6. Aptitude and personal interests(m=4.07) reveled important factor affecting to select majoring area in clinical practice, and advice from parents reflected low percentage on selecting places(m=2.42). In conclusion, the variables of self-esteem and self-efficacy showed significant correlations with the variables of student's clinical practice performance, academic achievement, and decision making of major field in clinical practice. Thus it is recommended that student's affective domain of self-esteem and self-efficacy should be developed by nursing intervention before clinical nursing education.