• Title/Summary/Keyword: Combination Approach

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Investigation on the Temperature Characteristics of CWR for the Climate Change (기후변화에 대비한 장대레일 온도특성 연구)

  • Choi, Jin-Yu;Lee, Gyu-Sei;Bae, Hyun-Ung;Park, Beom-Ho;Lim, Nam-Hyoung
    • Journal of the Korean Society for Railway
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    • v.13 no.2
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    • pp.179-185
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    • 2010
  • In order to secure safety for the buckling and fracture of continuous welded rail and improve the efficiency of maintenance work, it is very important that grasp the characteristics of rail temperature. Recently, the maximum air temperature in summer season rises gradually and the minimum air temperature in winter season is decreasing gradually due to the climate change. Therefore, these phenomenon influences in the change amount of yearly rail temperature and can cause change of laying and maintenance temperature. In this study, actual measurement of rail temperature including climatic factors is carried out by constructing the temperature and climate measurement system as realistic as possible. Through the intensive investigation of actual data, it is founded that the existing prediction formulas for rail temperature may be used only in certain climatic conditions (certain combination of climatic factors). It may be more reasonable that the rail temperature considering actual climatic factors in site is predicted on probabilistic approach.

The Experience of Using Current Perception Threshold in Bilateral Thoracic Outlet Syndrome (TOS) Patient -A case report- (흉곽출구증후군 환자에서 Current Perception Threshold (CPT) 사용 경험)

  • Choi, Jeong-Hwan;Choi, Jin-Hwan;Sung, Choon-Ho;Park, Jong-Wook
    • The Korean Journal of Pain
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    • v.13 no.1
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    • pp.97-100
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    • 2000
  • Thoracic outlet syndrome (TOS) is a combination of signs and symptoms caused by the compression of the vital neurovascular structure at the thoracic outlet region. It may stem from a number of abnormalities, including degenerative or bony disorders, trauma to cervical spine, fibromuscular bands, vascular abnormalities and spasm of the anterior scalene muscle. CPT (current perception threshold) is defined as the minimum amount of current applied transcutaneously that an individual consciously perceives. It enables quantification of the hyperesthesia that precedes progressive nerve impairment, as well as hypoesthetic conditions. We experienced a case of thoracic outlet syndrome caused by fibrosis of anterior scalene muscle. The patient was a 30 years old woman with a 3 years history of numbness on the ulnar side, progressive weakness and coldness of both hand, tiredness in the left arm, nocturnal pain in the left forearm, and pain in the left elbow, shoulder and neck. Conservative treatment, stellate ganglion block, cervical epidural block, anterior scalene block and previous operation, including both carpal tunnel release, provided no remarkable relief to the patient. A left scalenectomy and first rib resection were performed by transaxillary approach and left cervical root neurolysis was done. After surgery, we measured CPT using neurometer and found conditions worsening in the opposite arm. We performed the same procedure on right side, and followed by CPT measurement. This case suggests that CPT is a useful measurement of recovery and progression of TOS.

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An EMG Signals Classification using Hybrid HMM and MLP Classifier with Genetic Algorithms (유전 알고리즘이 결합된 MLP와 HMM 합성 분류기를 이용한 근전도 신호 인식 기법)

  • 정정수;권장우;류길수
    • Journal of Korea Multimedia Society
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    • v.6 no.1
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    • pp.48-57
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    • 2003
  • This paper describes an approach for classifying myoelectric patterns using a multilayer perceptrons (MLP's) with genetic algorithm and hidden Markov models (HMM's) hybrid classifier. Genetic Algorithms play a role of selecting Multilayer Perceptron's optimized initial connection weights by its typical global search. The dynamic aspects of EMG are important for tasks such as continuous prosthetic control or various time length EMG signal recognition, which have not been successfully mastered by the most neural approaches. It is known that the hidden Markov model (HMM) is suitable for modeling temporal patterns. In contrast, the multilayer feedforward networks are suitable for static patterns. And, a lot of investigators have shown that the HMM's to be an excellent tool for handling the dynamical problems. Considering these facts, we suggest the combination of ANN and HMM algorithms that might lead to further improved EMG recognition systems.

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Shape-Based Subsequence Retrieval Supporting Multiple Models in Time-Series Databases (시계열 데이터베이스에서 복수의 모델을 지원하는 모양 기반 서브시퀀스 검색)

  • Won, Jung-Im;Yoon, Jee-Hee;Kim, Sang-Wook;Park, Sang-Hyun
    • The KIPS Transactions:PartD
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    • v.10D no.4
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    • pp.577-590
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    • 2003
  • The shape-based retrieval is defined as the operation that searches for the (sub) sequences whose shapes are similar to that of a query sequence regardless of their actual element values. In this paper, we propose a similarity model suitable for shape-based retrieval and present an indexing method for supporting the similarity model. The proposed similarity model enables to retrieve similar shapes accurately by providing the combination of various shape-preserving transformations such as normalization, moving average, and time warping. Our indexing method stores every distinct subsequence concisely into the disk-based suffix tree for efficient and adaptive query processing. We allow the user to dynamically choose a similarity model suitable for a given application. More specifically, we allow the user to determine the parameter p of the distance function $L_p$ when submitting a query. The result of extensive experiments revealed that our approach not only successfully finds the subsequences whose shapes are similar to a query shape but also significantly outperforms the sequence search.

A Corpus-driven Approach to Korean and English Newspaper Obituaries (빈도 분석을 활용한 한·영 사망기사 특징 비교)

  • Shin, Hyejung
    • The Journal of the Korea Contents Association
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    • v.14 no.11
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    • pp.592-601
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    • 2014
  • This study examines newspaper obituaries in Korean media and English media. Initially, 100 Korean obituaries were collected from the JoongAng Ilbo which span over more than three years, from May 2011 to August 2014. After that, another 50 Korean obituaries were gathered from the DongA Ilbo which were published over the same time period with the JoongAng Ilbo. As for English newspapers, obituaries from the New York Times and the Guardian were included in the corpus for comparison. First, the structure and composition of obituaries in each language (Korean and English) are compared. Korean obituaries show a pattern of a combination of a death notice and an obituary. Second, distinct features of each newspaper are discussed. The JoongAng Ilbo has its obituary section titled "Life and Memories", and the DongA Ilbo's obituaries are under the heading of "Rest in Peace." Obituaries in the New York Times appear in print on different pages of the paper according to the deceased's field of interest. Following discussion of formal structure and characteristics of each newspaper, Korean and English obituaries will be compared in terms of content and cultural context.

A Study on Characteristics of Installation Assemblage in Interior Of Contemporary Commercial Space (현대 상업공간 실내에 나타난 앗상블라주 표현특성에 관한 연구)

  • Choi, Dae Ki;Kim, Moon-Duck
    • Korean Institute of Interior Design Journal
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    • v.26 no.2
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    • pp.83-91
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    • 2017
  • This study was conducted by the awareness that although interior spaces using the techniques and characteristics of assemblage are excellent means to reveal distinctiveness and identity with preeminent originality which are different from other spaces, there are few domestic studies and literatures on them. The results analyzed by preceding studies and cases on the characteristics of expression of assemblage which appear in the interior spaces of commercial areas can be summarized as follows; First, assemblage expresses identity of spaces with symbols capable of multiple interpretations through the method of integration and repetition of the materials used. Second, it strongly reminds visitors of memories on spaces by producing odd and unfamiliar scenes with such designs as installation art. Third, when it uses ordinary materials, it adds combination, integration, transformation or colors to the materials for extraordinary traits. Fourth, it pursues sustainability through recycling or upcycling by using wastes or natural materials. Fifth, in order to express materials to fit the purposes of spaces, it formulates outcomes with intentional plans. To sum up above analysis results, expressions of assemblage which appear in modern commercial spaces are characterized by expression of symbols with multiple meanings, purse formativeness which fit the purposes and meanings of spaces, play the role of reminding memories on places by producing extraordinary spaces with strangeness and unfamiliarity such as installation art and sometimes show sustainability by using recyclable materials. The results of this study are expected to be utilized as reference materials which suggest directions of approach to interior spaces through assemblage techniques and materials which can be used in various design terms by domestic designers.

Fault Detection and Diagnosis for Induction Motors Using Variance, Cross-correlation and Wavelets (웨이블렛 계수의 분산과 상관도를 이용한 유도전동기의 고장 검출 및 진단)

  • Tuan, Do Van;Cho, Sang-Jin;Chong, Ui-Pil
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.19 no.7
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    • pp.726-735
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    • 2009
  • In this paper, we propose an approach to signal model-based fault detection and diagnosis system for induction motors. The current fault detection techniques used in the industry are limit checking techniques, which are simple but cannot predict the types of faults and the initiation of the faults. The system consists of two consecutive processes: fault detection process and fault diagnosis process. In the fault detection process, the system extracts the significant features from sound signals using combination of variance, cross-correlation and wavelet. Consequently, the pattern classification technique is applied to the fault diagnosis process to recognize the system faults based on faulty symptoms. The sounds generated from different kinds of typical motor's faults such as motor unbalance, bearing misalignment and bearing loose are examined. We propose two approaches for fault detection and diagnosis system that are waveletand-variance-based and wavelet-and-crosscorrelation-based approaches. The results of our experiment show more than 95 and 78 percent accuracy for fault classification, respectively.

Phylogenetics, Safety and In Vitro Functional Properties of Bacillus Species Isolated from Iru, a Nigerian Fermented Condiment

  • Adewumi, Gbenga Adedeji;Grover, Sunita;Isanbor, Chukwuemeka;Oguntoyinbo, Folarin Anthony
    • Microbiology and Biotechnology Letters
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    • v.47 no.4
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    • pp.498-508
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    • 2019
  • Bacillus species were isolated from iru, a traditional fermented condiment in Nigeria. Polyphasic approach was used to evaluate the phylogenetic relationship and strain sub-type of the isolated species. Additionally, the phylogenetic profiles of the species isolated from iru were compared with those of bacilli isolated from different continents. The phylogenetic diversity analysis was performed using the combination of 16S rRNA gene sequencing, ITS-PCR, ITS-PCR-RFLP, and M13 RAPD-PCR. The analysis revealed that Bacillus subtilis U170B and B. subtilis U146A isolated from iru were the closest relatives of strains belonging to the phylogeny of B. subtilis sensu stricto and were related to other bacilli isolated from different continents that had functional benefits. The two isolated species exhibited resistance to acidic pH (pH 2.0). The survival rates of B. subtilis U170B, B. subtilis U146A, and B. clausii UBBC-07 (commercial probiotic strain) cultured at pH 2.0 for 3 h were 33.45, 12.44, and 9.53%, respectively. The strains were highly tolerant to bile salts [0.3% (w/v)]. B. subtilis U170B exhibited the highest cell viability (43.45%) when cultured for 3 h in the presence of bile salts, followed by B. subtilis U146A (25%) and B. clausii UBBC-07 (18.94%). B. subtilis U170B and B. subtilis U146A did not exhibit haemolytic activity and were susceptible to different antibiotics. Additionally, these two strains exhibited weak antagonistic activity against B. cereus. The diverse wild strains of B. subtilis can be used as a safe multifunctional starter culture for the industrial production of condiments with health benefits.

Thoracic Spinal Cord Stimulation and Radiofrequency Thermocoagulation of Lumbar Sympathetic Ganglion in a Patient with Complex Regional Pain Syndrome in the Lower Extremity -A case report- (복합부위통증증후군 환자에서 척수자극술과 교감신경 고주파열응고술 -증례 보고-)

  • Kim, Shi Hyeon;Moon, Dong Eon;Park, Chong Min;Ryu, Keon Hee;Seo, Kyung Soo;You, Sie Hyun
    • The Korean Journal of Pain
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    • v.18 no.2
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    • pp.240-245
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    • 2005
  • Herein is described the successful treatment of complex regional pain syndrome type II with the combination treatment of spinal cord stimulation and radiofrequency thermocoagulation of the lumbar sympathetic ganglion. A 62 years old male patient, suffering from CRPS type II in his left lower extremity, visited our pain clinic. Medication and nerve blockade produced only slight improvement in his symptoms and signs. Therefore, a linear type spinal cord simulator was inserted into the thoracic epidural space, using a non-surgical percutaneous approach, with the cephalad lead located at the T11 level. Two months later, the repositioning of the electrode to the T12 level for more effective pain control, with radiofrequency thermocoagulation of lumbar sympathetic ganglion also performed at the left L2 and 3 levels for the control of trophic change. These resulted in significant pain relief and decreased trophic change, with no complications, after which the patient was able to resume a normal life.

A Language Model and Clue based Machine Learning Method for Discovering Technology Trends from Patent Text (특허 문서 텍스트로부터의 기술 트렌드 탐지를 위한 언어 모델 및 단서 기반 기계학습 방법)

  • Tian, Yingshi;Kim, Young-Ho;Jeong, Yoon-Jae;Ryu, Ji-Hee;Myaeng, Sung-Hyon
    • Journal of KIISE:Software and Applications
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    • v.36 no.5
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    • pp.420-429
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    • 2009
  • Patent text is a rich source for discovering technological trends. In order to automate such a discovery process, we attempt to identify phrases corresponding to the problem and its solution method which together form a technology. Problem and solution phrases are identified by a SVM classifier using features based on a combination of a language modeling approach and linguistic clues. Based on the occurrence statistics of the phrases, we identify the time span of each problem and solution and finally generate a trend. Based on our experiment, we show that the proposed semantic phrase identification method is promising with its accuracy being 77% in R-precision. We also show that the unsupervised method for discovering technological trends is meaningful.