• 제목/요약/키워드: multiple classes

검색결과 454건 처리시간 0.028초

부모의 언어적 학대와 아동의 정서적 부적응행동과의 관계 (The Relation between Verbal Aggression by Parents and Children's Maladjusted Emotional Behavior)

  • 김혜련;이재연
    • 아동학회지
    • /
    • 제15권1호
    • /
    • pp.91-108
    • /
    • 1994
  • This study investigated the relation between verbal abuse by parents and children's maladjusted emotional behavior. The sampling consisted of 628 children in 16 classes out of every three elementary schools and one middle school. Instruments used for this study were the Verbal Abuse Measure, Parent-to-child violence items of the Conflict Tactics Scales, Emotional Maladjustment Behavior Scale, and Socioeconmic Status. Methods applied to data analysis were multiple regression, logistic regression and logistic curve graphic display. The major findings were ; (1) Of all subjects, almost 20% experienced at least one instance in which they were victims of verbal abuse during the year covered by this study. (2) As the amount of physical abuse by parents increased the verbal abuse by parents increased. The older children experienced more verbal abuse than the younger ones. (3) Verbal abuse by parents was more highly related to maladjusted emotional behavior of the children than physical abuse by parents. (4) Regardless of the physical violence by parents, verbal abuse by parents was associated with maladjusted emotional behavior of children. Children who were subjected to both verbal and physical abuse were more strongly related to withdrawal, hyperactivity, and obsessive-compulsions than children experienced either one or the other.

  • PDF

패턴인지법에 의한 한국산 고대 유리제품의 분류 (Classification of Korean Ancient Glass Pieces by Pattern Recognition Method)

  • 이철;채명준;김승원;강형태;이종두
    • 대한화학회지
    • /
    • 제36권1호
    • /
    • pp.113-124
    • /
    • 1992
  • Chemometrics의 한 분야인 패턴인지(pattern recognition)법을 한국산 고대 유리시료 94종의 중성자방사화분석으로부터 얻은 다변수데이타에 적용하였다. unsupervised learning의 방법인 주성분분석과 비선형도시법으로 시료를 분류한 결과 유리시료는 6개의 군을 형성하였다. 6개의 참조시료셋트와 시험시료셋트에 supervised learning의 SIMCA법을 적용시켰다. 그 결과 참조시료셋트는 주성분분석법 및 비선형도시법의 결과와 일치하였고 시험시료셋트에서 33개의 시료 중 17개 시료에 대해 시료가 속한 군을 판정할 수 있었다.

  • PDF

The Effect of Membership Concentration in FVQ/HMM for Speaker-Independent Speech Recognition

  • Lee, Chang-Young;Nam, Ho-Soo;Jung, Hyun-Seok;Lee, Chai-Bong
    • 음성과학
    • /
    • 제12권4호
    • /
    • pp.7-16
    • /
    • 2005
  • We investigate the effect of membership concentration on the performance of the speaker-independent recognition system by FVQ/HMM. For the membership function, we adopt the result obtained from the objective function approach by Bezdek. Membership concentration is done by varying the exponent in the membership function. The number of selected clusters is constrained to two for the sake of cheap computational cost. Experimental results showed that the recognition rate has its maximum value when the membership function was taken to be inversely proportional to the distance of the input vector from the cluster centroid. When the membership concentration was two weak or too strong, the performance was found to be relatively poor as expected. Except these extreme cases, the membership concentration was not shown to affect the recognition rate significantly. This is in accordance with the general observation that the fuzzy system is not much sensitive. to the detailed shape of the membership function as long as it is overlapped over multiple classes.

  • PDF

퍼지 규칙 기반 모델링 기법을 이용한 감성 만족도 모델 개발 (User Satisfaction Models Based on a Fuzzy Rule-Based Modeling Approach)

  • 박정철;한성호
    • 대한산업공학회지
    • /
    • 제28권3호
    • /
    • pp.331-343
    • /
    • 2002
  • This paper proposes a fuzzy rule-based model as a means to build usability models between emotional satisfaction and design variables of consumer products. Based on a subtractive clustering algorithm, this model obtains partially overlapping rules from existing data and builds multiple local models each of which has a form of a linear regression equation. The best subset procedure and cross validation technique are used to select appropriate input variables. The proposed technique was applied to the modeling of luxuriousness, balance, and attractiveness of office chairs. For comparison, regression models were built on the same data in two different ways; one using only potentially important variables selected by the design experts, and the other using all the design variables available. The results showed that the fuzzy rule-based model had a great benefit in terms of the number of variables included in the model. They also turned out to be adequate for predicting the usability of a new product. Better yet, the information on the product classes and their satisfaction levels can be obtained by interpreting the rules. The models, when combined with the information from the regression models, are expected to help the designers gain valuable insights in designing a new product.

실시간 처리를 위한 IEEE 802.4 토큰버스 네트워크의 타이어 할당과 유용도 처리 성능 해석 (Performance Analysis of Timer Assignment and Utilization of the IEEE 802.4 Token Bus for Real Time Processing)

  • 김정호;이민남;이상범
    • 한국정보처리학회논문지
    • /
    • 제1권3호
    • /
    • pp.357-366
    • /
    • 1994
  • IEEE 802.4 토큰버스 방식이 산업용 네트워크에 있어서 표준으로 넓게 받아들여지 고 있다. 802.4에서는 정보의 교환을 제어하기 위해 일종의 타이머를 사용하여 트래 픽의 다중 클래스를 지원한다. 실시간 처리를 위한 802.4 기능의 시간 할당방법은 실제 생산 공정에서 요구되는 실시간 제어응용에서 최악의 상태 억세스 요구를 만족하 도록 타이머들이 설정되어야 한다. 물론 시간에 제약을 받지 않은 다른 응용들도 동시 에 지원될 수 있다. 본 논문에서는 실시간 처리를 위하여 토큰 버스 네트워크 운영시 타이머 할당 구조에 따른 최소한의 대역폭 할당을 위하여 알고리즘을 제안하고 해석 적 방법과 이의 시뮬레이션을 수행하여 타이머 할당과 유용도 산출에 대한 성능을 해 석하였다.

  • PDF

Evaluation of the different genetic algorithm parameters and operators for the finite element model updating problem

  • Erdogan, Yildirim Serhat;Bakir, Pelin Gundes
    • Computers and Concrete
    • /
    • 제11권6호
    • /
    • pp.541-569
    • /
    • 2013
  • There is a wide variety of existing Genetic Algorithms (GA) operators and parameters in the literature. However, there is no unique technique that shows the best performance for different classes of optimization problems. Hence, the evaluation of these operators and parameters, which influence the effectiveness of the search process, must be carried out on a problem basis. This paper presents a comparison for the influence of GA operators and parameters on the performance of the damage identification problem using the finite element model updating method (FEMU). The damage is defined as reduction in bending rigidity of the finite elements of a reinforced concrete beam. A certain damage scenario is adopted and identified using different GA operators by minimizing the differences between experimental and analytical modal parameters. In this study, different selection, crossover and mutation operators are compared with each other based on the reliability, accuracy and efficiency criteria. The exploration and exploitation capabilities of different operators are evaluated. Also a comparison is carried out for the parallel and sequential GAs with different population sizes and the effect of the multiple use of some crossover operators is investigated. The results show that the roulettewheel selection technique together with real valued encoding gives the best results. It is also apparent that the Non-uniform Mutation as well as Parent Centric Normal Crossover can be confidently used in the damage identification problem. Nevertheless the parallel GAs increases both computation speed and the efficiency of the method.

사회경제적 수준별 초기 청소년의 건강 관련 삶의 질에 미치는 영향요인 (Factors Influencing the Health-related Quality of Life by Socioeconomic Level during Early Adolescence)

  • 전수영;송영숙
    • 한국학교보건학회지
    • /
    • 제30권1호
    • /
    • pp.81-91
    • /
    • 2017
  • Purpose: This cross-sectional study was carried out to identify factors influencing the health-related quality of life according to socioeconomic level during early adolescence. Methods: Participants were 617 middle school students in $1^{st}$ and $2^{nd}$ grade. All measures were self-administered. Data were analyzed using SPSS 21.0 program and factors affecting the health-related quality of life were analyzed by t-test, ANOVA, Duncan test, Pearson's correlation coefficient, and multiple regression analysis. Results: According to the level of Family Affluence Scale (FAS), 19.1% of the participants were in the high class, 66.5% in the middle class, and 14.4% in the low class. We have found statistically significant differences among the high, middle, and low classes regarding the health-related quality of life, health perception, resourcefulness, family function, and social capital. The most influential factors of the health-related quality of life were found to be resourcefulness, family function, and social capital in the high and the middle class. Conclusion: The implication of this study is that it is important for the Education Ministry and middle school teachers to help adolescents develop internal coping resources as well as to develop school-curriculums considering social values and norms related to social capital in order to improving their health-related quality of life.

Ambient Air Waste Sorting Facilities Could Be a Source of Antibiotic Resistant Bacteria

  • Calheiros, Ana;Santos, Joana;Ramos, Carla;Vasconcelos, Marta;Fernandes, Paulo
    • 한국미생물·생명공학회지
    • /
    • 제49권3호
    • /
    • pp.367-373
    • /
    • 2021
  • The antimicrobial resistance of Staphylococcus spp. and Gram negative strains present in air samples from waste sorting facilities was assessed. Phenotypic studies have revealed a high percentage of strains of Staphylococcus spp. resistant to methicillin. Genotypically and by RT-PCR, it was found that the mecA gene usually associated with methicillin resistance was present in 8% of the Staphylococcus strains isolated. About 30% of the Gram negative strains from the same samples also displayed resistance to meropenem and 79% of these were resistant to multiple antibiotics from different classes, namely cephalosporins and β-lactams. The results suggest that in professional activities with high levels of exposure to biological agents, the quantification and identification of the microbial flora in the work environment, with the determination of the presence of potential agents displaying multi-resistances is of relevance to the risk assessment. The personal protection of workers is particularly important relevance in these cases, since many of the strains that exhibit multi-resistance are potential opportunistic agents.

Anatomical variations and developmental anomalies of the thyroid gland in Ethiopian population: a cadaveric study

  • Dessie, Meselech Ambaw
    • Anatomy and Cell Biology
    • /
    • 제51권4호
    • /
    • pp.243-250
    • /
    • 2018
  • Because of its embryonic origin, the thyroid gland is predisposed to multiple anatomical variations and developmental anomalies. These include the pyramidal lobe, the origin of levator glandular thyroidae, the absence of the isthmus, ectopic thyroid, accessory thyroid tissues, etc. These anatomical variations are clinically significant to surgeons, anatomists, and researchers. The present study was designed to report anatomical variations and developmental anomalies of the thyroid gland in Ethiopian population. The study was conducted on 40 cadavers used for routine dissection classes. The thyroid gland was exposed and observed for any variations and developmental anomalies. The length, width, and thickness of the lobes were measured using a vernier caliper. Differences in the incidence of pyramidal lobe and absence of the isthmus between sexes were tested using a Pearson chi-square test. The mean length, width, and thickness of the right lobe were 4.24 cm, 1.8 cm, and 1.6 cm, respectively, whereas it was 4.08 cm, 1.8 cm, and 1.6 cm, respectively for that of the left lobe. The pyramidal lobe was noted in 52.5% of the cadavers. The levator glandulae thyroidae were prevalent in 40% of the cadavers. The isthmus mainly overlies the 2nd to 4th tracheal rings and was absent in 7.5% of the cadavers. Accessory thyroid tissue and double pyramidal lobes were noted in 2.5% of the cadavers. Most of the variations of the thyroid gland were seen frequently in female but it was not statically significant. Different clinically important and rare variations of the thyroid gland were found.

당뇨병 환자의 무자격자 치과시술 경험 관련요인: 2013 지역사회건강조사 (Factors Related to the Experience of Dental Treatments Performed by Unqualified Dental Practitioners in Diabetes Mellitus: Results from The 2013 Community Health Survey)

  • 오지혜;이영훈
    • 보건의료산업학회지
    • /
    • 제12권2호
    • /
    • pp.15-26
    • /
    • 2018
  • Objectives : This study aimed to evaluate the factors related to the experience of unqualified dental practice. Methods : We interviewed 19,961 adults aged 30 years and over using the 2013 Community Health Survey data. To determine the independent factors related to experience of unqualified dental practice, odds ratios and 95% confidence intervals were calculated using multiple logistic regression analysis. Results : The experience of dental treatment by unqualified dentists was significantly higher in women, older people, families with less than 1 million won household income. It was lower scores in diabetes health education while The worse the subjective oral health and the required dental care was significantly higher in those who did not experience dental treatment. Conclusions : The likelihood of experiencing unqualified dental practice was higher in diabetes patients from vulnerable classes, such as women, the elderly, and those with poor educational background or low income.