• 제목/요약/키워드: Integration patterns

검색결과 254건 처리시간 0.03초

Gated Multi-Modal Neural Networks를 이용한 다중 웨어러블 센서 결합 방법 및 일상 행동 패턴 분석 (Multi-Modal Wearable Sensor Integration for Daily Activity Pattern Analysis with Gated Multi-Modal Neural Networks)

  • 온경운;김은솔;장병탁
    • 정보과학회 컴퓨팅의 실제 논문지
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    • 제23권2호
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    • pp.104-109
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    • 2017
  • 본고에서는 다중 웨어러블 센서 데이터로부터 사용자의 일상 생활 행동 패턴을 분석할 수 있는 새로운 기계학습 모델을 제안한다. 제안하는 모델은 다중 웨어러블 센서 데이터를 효과적으로 학습하기 위하여 사람이 다중 센서 정보를 처리하는 방법을 적용한 새로운 신경망 모델이다. 제안하는 Gated multi-modal neural netoworks는 계층적 신경망 구조를 가지고 있으며 Gate 모듈을 통해 각 센서 데이터를 선택적으로 결합하여 처리하는 특징을 가진다. 실험을 위해 다중 웨어러블 장치를 착용하고 일상 생활 중 한 가지인 레스토랑에서의 행동 센서 데이터를 수집하였다. 실험 결과로서, 제시하는 모델을 이용하여 실제 웨어러블 센서 데이터를 분석하였을 때 분류 정확도가 비교적 정확하고 빠르게 처리할 수 있음을 확인하였다. 또한 모델의 중간 계층에서의 노드의 활성화 패턴 분석을 통해 자동으로 일상생활 패턴을 추출할 수 있고 이를 이용하여 지식 스키마를 생성할 수 있음을 확인하였다.

대학생에서 감각처리유형과 우울, 불안과의 상관관계 (Sensory Processing Pattern and its Relation to Depression and Anxiety of University Students)

  • 홍은경;박영주
    • 대한감각통합치료학회지
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    • 제14권2호
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    • pp.22-32
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    • 2016
  • 목적 : 본 연구는 대학생에서 감각처리유형과 우울, 불안과의 상관관계를 알아보고자 하였다. 연구방법 : 연구기간은 2016년 10월 10일부터 10월 29일까지로 174명의 대학생에게 설문조사를 실시하였다. 설문조사의 내용은 개인적 특징, 청소년/성인감각프로파일, Beck 우울척도 2판, Beck 불안척도로 구성하였다. 통계처리는 SPSS version 22.0을 사용하여 기술통계, 교차분석, Pearson상관분석을 하였다. 결과 : 감각처리유형 중 낮은등록, 감각민감, 감각회피는 우울과 양의 상관관계를 보였다. 불안은 모든 감각처리유형과 관련성이 있었다. 결론 : 본 연구 결과를 바탕으로 대학생과 함께 생활하는 부모, 교수, 그리고 보건의료분야의 전문가들은 감각처리와 감정과의 관련성을 고려하여 지도 및 교육, 치료프로그램을 계획할 필요가 있다.

대칭을 이용한 문양의 음악적 표현 (Musical presentation of patterns through mathematics)

  • 신현용;고영신;나준영;신실라
    • 한국수학교육학회지시리즈E:수학교육논문집
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    • 제30권2호
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    • pp.179-198
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    • 2016
  • 우리 주변에서 쉽게 접할 수 있는 문양과 음악에서 다양한 수학적 요소를 발견할 수 있다. 특히, 대칭 등의 수학적 개념을 활용하면 다양한 예술 작품을 보다 쉽게 만들어 낼 수 있다. 바흐의 음악, 레오나르도 다 빈치의 미술 작품에서부터 우리나라의 도자기, 궁궐, 전통 의상 등에 사용된 문양 중에는 대칭을 활용하여 만들어진 예술 작품이 많다. 이 연구에서는 대칭을 통해 음악과 미술 작품을 분석하고 활용하여 음악과 미술 작품을 만들고 이를 융합 교육 현장에 활용할 수 있는 한 가지 방안으로 제시하고자 한다. 이를 위하여, 수학적 개념을 매개로 디자인이 음악으로 어떻게 표현되는지 구체적으로 살피고 융합 교육에 활용할 수 있는 예를 만들어 QR-코드로 제시한다.

TEM 셀에서 PCB 패턴이 EMI 측정에 미치는 영향 및 PCB 설계 가이드라인 제시 (Effects of PCB Patterns on EMI Measurement in TEM Cell and Proposal of PCB Design Guidelines)

  • 최민경;신영산;이성수
    • 전기전자학회논문지
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    • 제21권3호
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    • pp.272-275
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    • 2017
  • 최근 반도체의 집적도가 증가하고 배선 폭이 미세해짐에 따라 칩 수준의 EMI(electromagnetic interference)가 문제로 대두되고 있다. 이에 따라 칩 제조사는 칩 수준의 EMI를 측정하기 위해 TEM 셀(transverse electromagnetic cell)을 사용하고 있다. 이를 위해 측정용 PCB(printed circuit board)를 제작하여야 하지만, PCB의 배선 패턴 등이 EMI 측정에 영향을 미칠 수 있다는 점이 간과되고 있다. 본 논문에서는 PCB 설계 변수를 변화시켜가며 테스트 패턴을 제작한 다음 TEM 셀의 EMI 측정에 미치는 영향을 분석하였다. 또한 이를 바탕으로 EMI 측정에 미치는 영향을 최소화하기 위한 PCB 설계 가이드라인을 제시하였다.

Tissue integration patterns of non-crosslinked and crosslinked collagen membranes: an experimental in vivo study

  • Xiang Jin;Jin-Young Park;Jung-Seok Lee;Ui-Won Jung;Seong-Ho Choi;Jae-Kook Cha
    • Journal of Periodontal and Implant Science
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    • 제53권3호
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    • pp.207-217
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    • 2023
  • Purpose: Non-crosslinked and crosslinked collagen membranes are known to exhibit distinct degradation characteristics, resulting in contrasting orientations of the adjacent tissues and different biological processes. The aim of this study was to conduct a histomorphometric assessment of non-crosslinked and crosslinked collagen membranes regarding neovascularization, tissue integration, tissue encapsulation, and biodegradation. Methods: Guided bone regeneration was performed using either a non-crosslinked (BG) or a crosslinked collagen membrane (CM) in 15 beagle dogs, which were euthanized at 4, 8, and 16 weeks (n=5 each) for histomorphometric analysis. The samples were assessed regarding neovascularization, tissue integration, encapsulation, the remaining membrane area, and pseudoperiosteum formation. The BG and CM groups were compared at different time periods using nonparametric statistical methods. Results: The remaining membrane area of CM was significantly greater than that of BG at 16 weeks; however, there were no significant differences at 4 and 8 weeks. Conversely, the neovascularization score for CM was significantly less than that for BG at 16 weeks. BG exhibited significantly greater tissue integration and encapsulation scores than CM at all time periods, apart from encapsulation at 16 weeks. Pseudoperiosteum formation was observed in the BG group at 16 weeks. Conclusions: Although BG membranes were more rapidly biodegraded than CM membranes, they were gradually replaced by connective tissue with complete integration and maturation of the surrounding tissues to form dense periosteum-like connective tissue. Further studies need to be performed to validate the barrier effect of the pseudoperiosteum.

티셔츠 디자인의 미적 특성 (A Study on Aesthetic Characteristics of T-shirt Design)

  • 최정화
    • 한국의류산업학회지
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    • 제9권4호
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    • pp.363-372
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    • 2007
  • T-shirt has changed into advanced and stylish outwear by new paradigm, taste of consumer, awareness of recycling, spread of subculture, DIY culture, refusal of standardization and pursuit of high quality goods, etc. The purpose of this study was to analyze aesthetic characteristics of t-shirt designs that changed into diverse designs in world fashion college since 2000. The method of this study was to analyze documentaries, fashion magazines and internet fashion site. Aesthetic characteristics of t-shirt designs were expressed in deconstruction, mixture, integration and imitation. And each of external expressions and internal meanings was as follows: First, deconstruction was expressed in partial cutwork and three dimensional texture by sewing and construction drape. It means breaking the conventional structure and break-ing the boundary of t-shirt and another item and possibility of multi-vocal analysis. Second, mixture was expressed in collage of diverse ornaments, diverse fabrics and diverse patterns. It means exceeding the limit of material, elaboratenes and high quality of handwork, reflection of self-identity, brand image, fashion trend, consumer's psychology and mind of experimentation and couture. Third, integration was expressed in extension of length, width, use and style. It means unification of functions, deconstruction of items and extension of meanings and images. Forth, imitation was expressed in stain of dye, irregular and ripped sign, cut out, rough warp, drawing and washing, etc. It means subculture, rarity value, monopolization, diversity, familiarity, yearning and uniqueness.

Identification of HPV Integration and Genomic Patterns Delineating the Clinical Landscape of Cervical Cancer

  • Akeel, Raid-Al
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권18호
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    • pp.8041-8045
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    • 2016
  • Cervical cancer is one of the most common cancers in women worldwide. During their life time the vast majority of women become infected with human papillomavirus (HPV), but interestingly only a small portion develop cervical cancer and in the remainder infection regresses to a normal healthy state. Beyond HPV status, associated molecular characterization of disease has to be established. However, initial work suggests the existence of several different molecular classes, based on the biological features of differentially expressed genes in each subtype. This suggests that additional risk factors play an important role in the outcome of infection. Host genomic factors play an important role in the outcome of such complex or multifactor diseases such as cervical cancer and are also known to regulate the rate of disease progression. The aim of this review was to compile advances in the field of host genomics of HPV positive and negative cervical cancer and their association with clinical response.

Fuzzy Partitioning of Photovoltaic Solar Power Patterns

  • Munshi, Amr
    • International Journal of Computer Science & Network Security
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    • 제22권5호
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    • pp.5-10
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    • 2022
  • Photovoltaic systems provide a reliable green energy solution. The sustainability and low-maintenance of Photovoltaic systems motivate the integration of Photovoltaic systems into the electrical grid and further contribute to a greener environment, as the system does not cause any pollution or emissions. Developing methodologies based on machine learning techniques to assist in reducing the burden of studies related to integrating Photovoltaic systems into the electric grid are of interest. This research aims to develop a methodology based on a unsupervised machine learning algorithm that can reduce the burden of extensive studies and simulations related to the integration of Photovoltaic systems into the electrical grid.

The Effects of Airport Duty-Free Store O2O Integration Service Patterns Innovation Characteristics, Consumer Pursuit Benefits and Value-Congruency on Behavioral Intention

  • Yin-Nan Li;Young Woo Lee
    • 한국항공운항학회지
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    • 제31권4호
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    • pp.45-55
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    • 2023
  • This paper calls attention to the central problem of the influence of identifying the determinants of airport duty-free store customers perceived innovativeness, pursuit benefits and value-congruency on the behavioral intention. The data is completed with 307 adults with purchasing experience of airport duty-free store O2O integration service which brings sufficient convenience to consumers. The content analysis results show that the influence factors of innovation characteristics, consumer pursuit benefits and value-congruency affect the behavioral intention in various aspects. The result suggests that we should upgrade the innovate functionality and improve the service quality based on consumer needs. Finally, this study discusses implications for theory and practice, indicates limitations, and concludes with some suggestions for future research.

Sensor Fusion and Error Compensation Algorithm for Pedestrian Navigation System

  • Cho, Seong-Yun;Park, Chan-Gook;Yim, Hwa-Young
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2003년도 ICCAS
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    • pp.1001-1006
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    • 2003
  • This paper presents the pedestrian navigation algorithm and the error compensation filter. The pedestrian navigation system (PNS) consists of the MEMS inertial sensors, the fluxgate, and the small-size GPS receiver. PNS calculates the navigational information using the signal patterns of the accelerometers. And the navigational information is completed by integration of the patterns, the fluxgate, and the GPS information. In general, PNS can provide the better solution than the low-cost inertial navigation system.

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