• KSII Transactions on Internet and Information Systems (TIIS)
• /
• 제16권1호
• /
• pp.80-96
• /
• 2022

Nowadays, artificial intelligence promotes the rapid development of skin cancer detection technology, and the federated skin cancer detection model (FSDM) and dual generative adversarial network model (DGANM) solves the fragmentation and privacy of data to a certain extent. To overcome the problem that the many-objective evolutionary algorithm (MaOEA) cannot guarantee the convergence and diversity of the population when solving the above models, a many-objective evolutionary algorithm based on integrated strategy (MaOEA-IS) is proposed. First, the idea of federated learning is introduced into population mutation, the new parents are generated through sub-populations employs different mating selection operators. Then, the distance between each solution to the ideal point (SID) and the Achievement Scalarizing Function (ASF) value of each solution are considered comprehensively for environment selection, meanwhile, the elimination mechanism is used to carry out the select offspring operation. Eventually, the FSDM and DGANM are solved through MaOEA-IS. The experimental results show that the MaOEA-IS has better convergence and diversity, and it has superior performance in solving the FSDM and DGANM. The proposed MaOEA-IS provides more reasonable solutions scheme for many scholars of skin cancer detection and promotes the progress of intelligent medicine.

• 한국IT서비스학회지
• /
• 제7권1호
• /
• pp.255-274
• /
• 2008

The purpose of this research is to develop an information technology (IT) usage level assessment model for service industry. It is necessary to develop an assessment model for service industry's IT usage to improve service productivity. However, it is not easy to develop assessment models due to service industry's diversity. In this paper a generic IT usage assessment model for service industry has been developed and validated through a descriptive approach. Key factors affecting service productivity have been identified and analysed. A pilot test on IT usage level has been performed to investigate the relevance and importance of IT usage indicators (factors). As a result, a set of effective IT usage indicators for service industry have been found. A short-cut model and a full scale model have been proposed for efficient and effective usage. The results of this study can be used for enhancement of service industry productivity through the increase of IT usage level.

• Journal of Ecology and Environment
• /
• 제43권2호
• /
• pp.202-211
• /
• 2019

Oceanic islands are biologically important for their unique assemblages of species and high levels of endemism and are sensitive to environmental change because of their isolation and small species source pools. Habitat destruction caused by human landscape development is generally accepted as the main cause of extinction on islands, with exotic species invasion a secondary cause of extinction, especially on tropical islands. However, secondary impacts of human development (e.g., general degradation through resource use and exotic species introduction) are understudied on temperate islands. To determine secondary impacts of human development on the understory vegetation community, 90 field sites on Ulleung Island, South Korea, were sampled during the summer of 2016. Understory vegetation was chosen as it is a proxy for ecosystem health. Diversity and percent cover of introduced, native, and endemic species were tested against proximity to developed areas and trail usage using a model selection approach. Diversity was also tested against percent cover of three naturalized species commonly found in survey plots. The main finding was that distance to development, distance to town, and trail usage have limited negative impacts on the understory vegetation community within best-supported models predicting native and introduced cover and diversity. However, endemic species cover was significantly lower on high usage trails. While there are no apparent locally invasive plant species on the island at the time of this study, percent cover of Robinia pseudoacacia, a naturalized tree species, negatively correlated with plot diversity. These findings indicate that forests on Ulleung Island are not experiencing a noticeable invasion of understory vegetation, and conservation efforts can be best spent preventing future invasions.

• 한국콘텐츠학회논문지
• /
• 제11권3호
• /
• pp.467-476
• /
• 2011

복합명사구는 단일어보다 명확한 의미를 갖기 때문에 의미적 정보처리에서 중요한 요소로 사용된다. 하지만 명사구의 표현형태의 다양성 때문에 같은 의미를 갖고 있다 할지라도 그 동일성을 판단하기 어렵다. 이에 본 연구에서는 이러한 구문 다양성 해소를 위해 복합명사구 색인 방법을 제안한다. 본 연구의 최종목적은 다양한 형태로 표현된 동일한 의미의 명사구를 동일한 형태의 색인어로 표현하는 것이며, 이를 위해 다음과 같은 과정을 따른다. 먼저 복합명사구 인식을 위한 규칙 템플릿을 생성하고, 국내학술논문 집합에 적용하여 복합명사구들을 추출한다. 일반적으로 복합명사구는 특정성이 크다. 이에 이를 고려한 색인어 합성규칙을 제안하고, 추출된 명사구에 적용한다. 본 연구의 성능을 객관적으로 평가하기 위해 HANTEC 2.0 테스트셋을 이용하였으며, 그 결과를 기준모델과 비교하였다. 실험과 비교를 통해 본 논문에서 제안하는 색인방법이 검색 정확률 향상에 긍정적으로 영향을 미치며, 정보검색의 성능을 향상시킬 수 있음을 확인하였다.

• 한국전자파학회논문지
• /
• 제9권2호
• /
• pp.191-198
• /
• 1998

본 논문에서는 대역확산 방식인 DS-CDMA /MDPSK 선호를 m 분포 페이딩과 라이시안 페이딩 환경 하에서 유도한 후, 페이딩으로 인한 경감된 오율성능을 개선하기 위해 MRC(Maximal Ratio Combining) 다이버시티 기법을 사용하여 두 환경에서 비교 분석하였다. 라이시안 페이딩 모델은 m-분포 페이딩 모텔에 알맞은 값을 선택하여, PN 코드 길이(N), 사용자 수(U), 다중 경로수(P), 페이딩 지수(m), 라이시안 지수(K), 다이버시티 가짓수(L), 그리고 비트에너지 대 잡음전력비($E_b/N_o$)를 함수로 하여 오율특성을 구했다. 그 결과 레일리 페이딩 상태에서는 두 결과는 완전히 일치하였으며, 페이딩이 약할수록, 사용자 수가 많을수록, 다중 경로수가 많을수록 그리고, PN 코드 길이가 작을 수록 결과는 점 점 더 일치해감을 알 수 있었다.

• Animal Bioscience
• /
• 제34권5호
• /
• pp.789-800
• /
• 2021

Objective: Conservation and genetic improvement of cattle breeds require information about genetic diversity and population structure of the cattle. In this study, we investigated the genetic diversity and population structure of the three cattle breeds in the Korean peninsula. Methods: Jeju Black, Hanwoo, Holstein cattle in Korea, together with six foreign breeds were examined. Genetic diversity within the cattle breeds was analyzed with minor allele frequency (MAF), observed and expected heterozygosity (HO and HE), inbreeding coefficient (FIS) and past effective population size. Molecular variance and population structure between the nine breeds were analyzed using a model-based clustering method. Genetic distances between breeds were evaluated with Nei's genetic distance and Weir and Cockerham's FST. Results: Our results revealed that Jeju Black cattle had lowest level of heterozygosity (HE = 0.21) among the studied taurine breeds, and an average MAF of 0.16. The level of inbreeding was -0.076 for Jeju Black, while -0.018 to -0.118 for the other breeds. Principle component analysis and neighbor-joining tree showed a clear separation of Jeju Black cattle from other local (Hanwoo and Japanese cattle) and taurine/indicine cattle breeds in evolutionary process, and a distinct pattern of admixture of Jeju Black cattle having no clustering with other studied populations. The FST value between Jeju Black cattle and Hanwoo was 0.106, which was lowest across the pair of breeds ranging from 0.161 to 0.274, indicating some degree of genetic closeness of Jeju Black cattle with Hanwoo. The past effective population size of Jeju Black cattle was very small, i.e. 38 in 13 generation ago, whereas 209 for Hanwoo. Conclusion: This study indicates genetic uniqueness of Jeju Black cattle. However, a small effective population size of Jeju Black cattle indicates the requirement for an implementation of a sustainable breeding policy to increase the population for genetic improvement and future conservation.

• 토지주택연구
• /
• 제15권1호
• /
• pp.57-75
• /
• 2024

활기 넘치는 거리를 만들기 위해서는 다양한 종류의 상업시설의 입지가 필요하다. 상업시설은 지역 유동인구 증가에 영향을 미치는 가장 중요한 요소이다. 따라서 상업시설의 다양성이 높을수록 소비 활성화에 기여할 것이라는 추론이 가능하다. 이와 관련하여 본 연구는 상업시설의 혼합이 소비중심지수에 미치는 영향을 알아보았다. 본 연구는 2021년을 시간적 범위로 설정하였으며, 공간적 범위는 서울시로 하였다. 커널밀도분석을 통하여 산출한 소비중심지수를 종속변수로 하고, 상업 특성을 반영한 요인과 도시 특성 등을 반영한 요인을 독립변수로 설정하여 분석을 진행하였다. 분석 방법은 공간회귀분석을 활용하였고 분석단위는 행정동으로 설정하였다. 분석을 통하여 이종업종의 집적보다 동종업종의 집적이 소비 활성화에 긍정적인 영향을 미치는 것을 확인하였다. 또한 소비 활성화에 긍정적인 영향을 미치는 업종들의 집적이 필요하다는 시사점을 확인하였다. 본 연구의 분석 결과는 소비시장에서 상업시설 입지 정책의 효율적인 관리에 시사점을 제공할 수 있을 것으로 기대된다.

• 한국조명전기설비학회지:조명전기설비
• /
• 제9권4호
• /
• pp.49-54
• /
• 1995

This paper is an experimental study on the influence of the demonstration effect by color and light source in show window. This experiment used semantic differentical method in model show window of actual size. The important outcomes of this study are summarized below. 1. In the result by factor analysis, three factors are classified. They are diversity, emotion, lightness. 2. In the study on the influence by light source, incandescence lamp is the most effective light source in every items. 3. In the result of the study on the influence by color source, according to each factor bring out following result ; Green is the most effective in diversity factor and ligthness factor. Yellow is the most effective in emotion factor.

• KSII Transactions on Internet and Information Systems (TIIS)
• /
• 제14권9호
• /
• pp.3907-3923
• /
• 2020

An enhanced irregular repetition slotted ALOHA (IRSA) protocol is proposed by using polarization characteristic of satellite link and MIMO detection in low earth orbit (LEO) satellite networks, which is dubbed polarized MIMO IRSA (PM-IRSA). In the proposed scheme, one or two packets in one slot can be decoded by employing polarized MIMO detection, and more than two collided packets in multiple slots which can construct the virtual MIMO model can be decoded by the MIMO detection algorithm. The performance of the proposed scheme is analyzed with the density evolution (DE) approach and the degree distribution is optimized to maximize the system throughput by using a differential evolution. Numerical results certify our analysis and show that the normalized throughput of the proposed PM-IRSA can achieve 1.89 bits/symbol.

• 대한전자공학회:학술대회논문집
• /
• 대한전자공학회 2004년도 하계종합학술대회 논문집(1)
• /
• pp.79-82
• /
• 2004

In this paper, we analyze the performance of high-rate OFDM(Orthogonal Frequency Division Multiplexing) in the JTC(Joint Technical Committee) channel models using transmit diversity. In this thesis, each independent channel characteristic antennas in the transmitter are analyzed. Also, Equalization method through the channel estimation in the realistic fading channel environments is applied for BEE 802.11a WLAN system performance. From the simulation results, BER through transmit diversity of WLAN system is evaluated in AWGN channel and multipath channel environments.