• Title/Summary/Keyword: ART model

Search Result 1,225, Processing Time 0.03 seconds

Estimation of environmental effects and genetic parameters of carcass traits on Chikso (Korean brindle cattle)

  • Park, Byoungho;Choi, Tae Jeong;Park, Mi Na;Oh, Sang-Hyon
    • Asian-Australasian Journal of Animal Sciences
    • /
    • v.33 no.4
    • /
    • pp.525-530
    • /
    • 2020
  • Objective: The purpose of this study was i) to identify the characteristics of carcass traits in Chikso by gender, region, age at slaughter, and coat color using the carcass data collected from the nationwide pedigree information and coat color investigation, and ii) to estimate genetic parameters for breed improvement. Methods: A linear model was used to analyze the environmental effects on the carcass traits and to estimate genetic parameters. Analysis of variance was performed using TYPE III sum of squares for the unbalanced data provided by the general linear model procedure. Variance components for genetic parameters was estimated using REMLF90 of the BLUPF90 family programs. Results: Phenotypic performance of carcass weight (CW), eye muscle area (EMA), and backfat thickness (BF) in Chikso were lower than those of Hanwoo. This is a natural outcome because Hanwoo have undergone significant efforts for improvement at the national level, a phenomenon not observed in Chikso. Another factor influencing the above outcome was the smaller population size of Chikso compared to that of Hanwoo's. The heritabilities of CW, EMA, BF, and marbling score in Chikso were estimated as 0.50, 0.37, 0.35, and 0.53, respectively, which were was higher than those of Hanwoo. Conclusion: Based on the genetic parameters that were estimated in this study, it is expected that the carcass traits will improve when the livestock research institutes at each province conduct small-scale performance tests and the semen is provided to farmers after selecting proven bulls using the state-of-art selection technique such as genomic selection.

Security Risks Evaluation based on IPv6 Firewall Rules (IPv6의 방화벽 규칙을 기반으로한 보안위험 평가)

  • Phang, Seong-Yee;Lee, Hoon-Jae;Lim, Hyo-Taek
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
    • /
    • 2008.10a
    • /
    • pp.261-264
    • /
    • 2008
  • IPv6 has been proposed and deployed to cater the shortage of IPv4 addresses. It is expected to foresee mobile phones, pocket PCs, home devices and any other kind of network capable devices to be connected to the Internet with the introduction and deployment of IPv6. This scenario will bring in more challenges to the existing network infrastructure especially in the network security area. Firewalls are the simplest and the most basic form of protection to ensure network security. Nowadays, firewalls' usage has been extended from not only to protect the whole network but also appear as software firewalls to protect each network devices. IPv6 and IPv4 are not interoperable as there are separate networking stacks for each protocol. Therefore, the existing states of the art in firewalling need to be reengineered. In our context here, we pay attention only to the IPv6 firewalls configuration anomalies without considering other factors. Pre-evaluation of security risk is important in any organization especially a large scale network deployment where an add on rules to the firewall may affect the up and running network. We proposed a new probabilistic based model to evaluate the security risks based on examining the existing firewall rules. Hence, the network administrators can pre-evaluate the possible risk incurred in their current network security implementation in the IPv6 network. The outcome from our proposed pre-evaluation model will be the possibilities in percentage that the IPv6 firewall is configured wrongly or insecurely where known attacks such as DoS attack, Probation attack, Renumbering attack and etc can be launched easily. Besides that, we suggest and recommend few important rules set that should be included in configuring IPv6 firewall rules.

  • PDF

A Study on the continuance of illogical thought in the process of creative thinking (창조적 발상과정에 있어서 비논리적사고의 지속에 관한 연구)

  • 오근재
    • Archives of design research
    • /
    • v.13 no.1
    • /
    • pp.237-245
    • /
    • 2000
  • The designer get through a doorstep of ideation to obtain a design concept, which consequently achieves the successful design. However, the ideation with creativeness may not always be given as much as an effort is made. It is readily recognized as the ideation released is naturally limited to a resonable and logical frame structure. Conversely, the successful ideation can be obtained through illogical thought given in a while. The thinking method suggested in effect preview can thus satisfy the demand of lateral thinking, which can lead to the creativeness as a thinking model as well as amenably advertising concept in a final step of advertising plan. Finally, it is concluded that from the brain function theory, the unique role of each side of brain can not practically influence on an art work performance successfully achieved.

  • PDF

Performance analysis of information propagation in DTN-like scale-free mobile social network

  • Wang, Zhifei;Deng, Su;Huang, Hongbin;Wu, Yahui
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.8 no.11
    • /
    • pp.3984-3996
    • /
    • 2014
  • Mobile social network can be seen as a specific application of the DTN (Delay Tolerant Network), in which the information propagation can be impacted by many social behaviors of the nodes. For a specific node, its social behaviors are various. For example, the node may not be interested in the information before receiving it and may also discard the information after getting it. On the other hand, people are more willing to forward the message to his friends. These interactive behaviors between nodes can be seen as social behaviors. It is easy to see that the impact of the social behaviors is related to the social ties, which can be manifested by the structure of the social network. State of the art works often simply assumes that the social networks can be divided into some communities. At present, some works find that the structure of some social networks is scale-free. To overcome this problem, this paper proposes a theoretical model to evaluate the impact of above social behaviors in the DTN-like scale-free network. Simulation shows the accuracy of the model. Numerical results show that both social behaviors and scale-free character have significant impact on information propagation. Moreover, the impact of social behaviors is related to the scale-free character of the networks.

Improved STGAN for Facial Attribute Editing by Utilizing Mask Information

  • Yang, Hyeon Seok;Han, Jeong Hoon;Moon, Young Shik
    • Journal of the Korea Society of Computer and Information
    • /
    • v.25 no.5
    • /
    • pp.1-9
    • /
    • 2020
  • In this paper, we propose a model that performs more natural facial attribute editing by utilizing mask information in the hair and hat region. STGAN, one of state-of-the-art research of facial attribute editing, has shown results of naturally editing multiple facial attributes. However, editing hair-related attributes can produce unnatural results. The key idea of the proposed method is to additionally utilize information on the face regions that was lacking in the existing model. To do this, we apply three ideas. First, hair information is supplemented by adding hair ratio attributes through masks. Second, unnecessary changes in the image are suppressed by adding cycle consistency loss. Third, a hat segmentation network is added to prevent hat region distortion. Through qualitative evaluation, the effectiveness of the proposed method is evaluated and analyzed. The method proposed in the experimental results generated hair and face regions more naturally and successfully prevented the distortion of the hat region.

Heat Transfer Characteristics for Inward Melting in a Paraffin-Filled Vertical Cylinder (파라핀을 채운 수직원관 내에서의 열전달 특성)

  • Yum, Sung-Bae;Hong, Chang-Shik
    • Solar Energy
    • /
    • v.12 no.3
    • /
    • pp.60-69
    • /
    • 1992
  • Heat transfer characteristics and heat storage rate for vertical cylinder packed with paraffin as a latent heat storage material were theoretically studied. Conduction and convection mechanism were applied to the solid and liquid phase, respectively, and the results were compared with that of pure conduction model. The effects of heating temperature, initial solid temperature and aspect ratio on rate of storage were also studied. In the initial stage of melting, the natural convection is nearly restricted by the friction at the wall and the phase boundary. But it is generated when about 40% of solid melts and again it shrinks by the hot liquid situated on the upper part of the cylinder. So overall melting rate is higher then that for pure conduction model. The increase in heating temperature and aspect ratio activates the natural convection, so melting rate becomes higher. And the larger the aspect ratio, the greater the difference between upper and lower size of the solid. In the initial stage of melting, the initial temperature of solid paraffin has great effect on the melting rate, but as melting proceeds its effect lessens gradually.

  • PDF

Speech Recognition by Integrating Audio, Visual and Contextual Features Based on Neural Networks (신경망 기반 음성, 영상 및 문맥 통합 음성인식)

  • 김명원;한문성;이순신;류정우
    • Journal of the Institute of Electronics Engineers of Korea CI
    • /
    • v.41 no.3
    • /
    • pp.67-77
    • /
    • 2004
  • The recent research has been focused on fusion of audio and visual features for reliable speech recognition in noisy environments. In this paper, we propose a neural network based model of robust speech recognition by integrating audio, visual, and contextual information. Bimodal Neural Network(BMNN) is a multi-layer perception of 4 layers, each of which performs a certain level of abstraction of input features. In BMNN the third layer combines audio md visual features of speech to compensate loss of audio information caused by noise. In order to improve the accuracy of speech recognition in noisy environments, we also propose a post-processing based on contextual information which are sequential patterns of words spoken by a user. Our experimental results show that our model outperforms any single mode models. Particularly, when we use the contextual information, we can obtain over 90% recognition accuracy even in noisy environments, which is a significant improvement compared with the state of art in speech recognition. Our research demonstrates that diverse sources of information need to be integrated to improve the accuracy of speech recognition particularly in noisy environments.

Application of Probabilistic Risk Analysis for Profitability-Evaluation of Apartment Reconstruction Projects (아파트 재건축사업의 수익성평가에 대한 확률적 위험도 분석 모형 적용방안)

  • Woo, Kwang-Min;Lee, Hak-Ki
    • Korean Journal of Construction Engineering and Management
    • /
    • v.7 no.5
    • /
    • pp.167-176
    • /
    • 2006
  • It was found that Korean Standard of Estimate which has been used as the only basis of cost estimate of public construction projects had some side effects such as jerry-build construction and over-estimation because it failed to reflect the current price and the state-of-the-art construction methods in a changing construction environment. Therefore, the government decided to gradually introduce historical construction cost into cost estimate of public construction projects from 2004. This paper presents analytic criteria and a process model for deducing more current and reasonable historical construction cost for contract items from not only previous contract prices but also all of the other bid prices that were not contracted. The procedure of estimating actual unit cost proposed in this paper focuses on the removal of abnormal values including strategically too low or high prices and the time correction. In addition, basic research is conducted for the correction of actual unit cost through the analysis of fluctuation of bid price depending on bidding types and rates of successful bid. It is anticipated that the effective use of the proposed process model for estimating actual unit cost would make the cost estimation more current and reasonable.

Asset-based Mapping Approach to Design for Poverty Informations (자산기반매핑을 이용한 가난정보 구축에 관한 연구)

  • Liou, Jaeik;Kim, Jae-Yun
    • Journal of the Korean Association of Geographic Information Studies
    • /
    • v.5 no.3
    • /
    • pp.55-67
    • /
    • 2002
  • Various researches and practices on asset management and asset-based mapping have been done with regard to engineering, industry, business and stocks marketing areas. Their notions and concepts are differently interpreted in response to different requirements. There are considerable research outcomes of management, operation and maintenance for physical, natural and digital assets. However, existing concept of asset management might have limitations to deal with diverse tangible or intangible assets at the individual/household/community level. In this paper, a conceptual framework of Hexad asset model is designed to explicate increase, decrease and other changes of assets flows as a geometric pathway. Particularly, consideration of lands and housing as important physical and natural assets to escape poverty not only leads to creation of an excellent 3D digital asset management, but also reaches to a new approach to asset-based mapping for a poverty information management and system.

  • PDF

Wind profile management and blockage assessment for a new 12-fan Wall of Wind facility at FIU

  • Aly, Aly Mousaad;Chowdhury, Arindam Gan;Bitsuamlak, Girma
    • Wind and Structures
    • /
    • v.14 no.4
    • /
    • pp.285-300
    • /
    • 2011
  • Researchers at the International Hurricane Research Center (IHRC), Florida International University (FIU), are working in stages on the construction of a large state-of-the-art Wall of Wind (WoW) facility to support research in the area of Wind Engineering. In this paper, the challenges of simulating hurricane winds for the WoW are presented and investigated based on a scale model study. Three wind profiles were simulated using airfoils, and/or adjustable planks mechanism with and without grids. Evaluations of flow characteristics were performed in order to enhance the WoW's flow simulation capabilities. Characteristics of the simulated wind fields are compared to the results obtained from a study using computational fluid dynamics (CFD) and also validated via pressure measurements on small-scale models of the Silsoe cube building. Optimal scale of the test model and its optimal distance from the WoW contraction exit are determined - which are two important aspects for testing using an open jet facility such as the WoW. The main objective of this study is to further the understanding of the WoW capabilities and the characteristics of its test section by means of intensive tests and validations at small scale in order to apply this knowledge to the design of the full-scale WoW and for future wind engineering testing.