• International Journal of Fuzzy Logic and Intelligent Systems
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• v.15 no.4
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• pp.217-231
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• 2015

A novel fuzzy learning framework that employs fuzzy inference to solve the problem of Multiple Instance Learning (MIL) is presented. The framework introduces a new class of fuzzy inference systems called Multiple Instance Mamdani Fuzzy Inference Systems (MI-Mamdani). In multiple instance problems, the training data is ambiguously labeled. Instances are grouped into bags, labels of bags are known but not those of individual instances. MIL deals with learning a classifier at the bag level. Over the years, many solutions to this problem have been proposed. However, no MIL formulation employing fuzzy inference exists in the literature. Fuzzy logic is powerful at modeling knowledge uncertainty and measurements imprecision. It is one of the best frameworks to model vagueness. However, in addition to uncertainty and imprecision, there is a third vagueness concept that fuzzy logic does not address quiet well, yet. This vagueness concept is due to the ambiguity that arises when the data have multiple forms of expression, this is the case for multiple instance problems. In this paper, we introduce multiple instance fuzzy logic that enables fuzzy reasoning with bags of instances. Accordingly, a MI-Mamdani that extends the standard Mamdani inference system to compute with multiple instances is introduced. The proposed framework is tested and validated using a synthetic dataset suitable for MIL problems. Additionally, we apply the proposed multiple instance inference to fuse the output of multiple discrimination algorithms for the purpose of landmine detection using Ground Penetrating Radar.

• Journal of the Korean Home Economics Association
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• v.48 no.9
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• pp.125-136
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• 2010

The purpose of this study is the systematization of the contents analysis to develop school dietary education based on the government-published textbooks for elementary school students. The components of the content are divided into several categories that include a general perspective of the pages, illustrations, table of contents, introductory remarks, summary evaluation, and etc. This study carried out as basic fundamental research to propose a theoretical framework for the elementary school dietary education. We examined and analyzed the nature and characteristics, the educational goals, and the structural framework of the contents of the textbooks. We have developed a systematic structure with 4 large content elements for dietary education as foods & cooking, nutrition & health, dietary environment & consumption, and food culture & industry. This analysis will definitely play an important role in establishing a standard framework and the curriculum contents for school dietary education in elementary school.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.15 no.9
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• pp.1918-1924
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• 2011

This article proposes a POD system framework which creates templates by using the Web service environment with good accessibility, provides them so that users can easily edit them, and uses COM ports following Web standard capable of real-time printing with the same quality as edited files. The characteristic of framework proposed in this article is that it creates programs which users with basic skill in Internet use can learn and use relatively easily when compared with existing specialized editing programs and which allows users to print real-time such files as personally created by them in the same quality as on the screen, and thereby enhances accessibility thereof.

• Journal of KIISE:Computing Practices and Letters
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• v.10 no.5
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• pp.375-384
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• 2004

The Grid is new infrastructure to provide computing environment for grand challenge research by sharing large-scale resources. Currently the Globus becomes a de facto standard middleware to construct Grid and supports core services such as resource management, security, data transfer, information services, and so on. However, it still needs more works and researches to satisfy requirements from various grid applications. A workflow management is becoming a main service as one of the important grid services for complex grid applications. We propose a Meta Scheduling Framework (MSF) in this paper. The MSF provides a XML-based Job Control Markup Language (JCML) for describing information and procedures of grid applications, and a workflow management service for scheduling the job using the JCML and for processing the job effectively.

• Journal of Korea Multimedia Society
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• v.8 no.5
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• pp.587-595
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• 2005

The vision for MPEG-21 is to define a multimedia framework to enable transparent and augmented use of multimedia resources across a wide range of networks and devices used by different communities MPEG-21 Event Reporting is required within the MPEG-21 Multimedia Framework in order to provide a standardized means for sharing information about Events amongst Peers and Users. There are several Time used in MPEG-21 Event Reporting. In this paper, we analyze and categorize various kinds of Time used in Event Reporting. And we define ERTimeType to be applied for every. Time used in Event Reporting and implement it by XML to support interoperability of standard. The ERTimeType structure we defined is established its objectivity as it is selected to 'ISO/IEC 21000-Part IS: Event Reporting WD 2.0'.

• Journal of the Korean Society of Clothing and Textiles
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• v.41 no.4
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• pp.661-672
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• 2017

This research studies the aesthetic value of typography in fashion, within the framework of system for objective and multilateral research. For this purpose, a literature review and analysis of system and typography were performed. The scope of this research is from 2000 to 2015. The results of the research can be summarized as follows. First, by analyzing system and typography in modern fashion in order to set up a new theoretical standard, we found that the main values of typography in modern fashion concern functionality, hierarchy, stability, independency, and flexibility. Second, by analyzing of aesthetic value of typography in fashion within system, we found that main values the functionality of typography as a marketing tool, the hierarchy of typography as a slogan of subculture, the stability of typography for the increasing of collective belonging, the independency of typography as a linguistic playfulness, and the flexibility of typography as an image. Lastly, each aesthetic value of typography expressed in fashion has similarities and differences. It could be considered in the same vein as the system that always has a double-side character of dependency and independency, universality and individuality. This study has pursued to conduct more research on fashion within a framework of system.

• Proceedings of the Computational Structural Engineering Institute Conference
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• 2007.04a
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• pp.725-730
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• 2007

A framework of multi layered database is proposed for the integrated operation of civil infrastructure information in this study. The multi-layered database is a logically integrated database composed of standardized information layers. The framework of multi-layered database is defined by three axes, national assets, lifetime, and data levels. The axis of national assets indicates civil infrastructures such as bridges, dams, tunnels and power plants that can be considered as national key structures. The axes of lifetime and data levels indicate the standardized information layers generated from the life-phase of civil infrastructure and the priority of data in the information layers, respectively. The standardized information layers are basically composed of reusable data sets defined by information models. A prototype of standard database for steel bridges is constructed based on the framework as a proof of concept. Demonstration examples such as data consistency check and automatic generation of a FEA model show that the proposed concept can assure the sustainable interoperability of civil infrastructure information as well as design information of steel bridges.

• Journal of Distribution Science
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• v.21 no.2
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• pp.45-52
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• 2023

Purpose: The Malaysia Education Blueprint is primarily concerned with the transformation of students' minds through the curriculum offered at the school level (2013-2025). Diversity in the application of teaching and learning methods is one means of achieving the transformation of students' minds through the Secondary School Standard Curriculum. Consequently, the production of ExSheetLink's Module for Accounting Education is the primary outcome of this study, which had three objectives: the need for ExSheetLink's Module in the process of producing financial statements for Accounting Students in secondary school to the Accounting Teacher; and the design of ExSheetLink's Module that meets the entire process in the production of financial statements for Accounting Students in secondary school based on the Documents Curriculum and the Accounting Students' needs. Research design, data and methodology: This study outlines the research framework for module development in accordance with the Design and Development Research Method, which combines multiple research techniques (Mixed Method). Results: The development of ExSheetLink's Module is completed and can be used for the level of effectiveness purposes. Conclusion: The transformation of Accounting Students' minds is a success thanks to the ExSheetLink Module. Researchers also suggested that all Malaysian Secondary School accounting students test the ExSheetLink Module.

• Journal of the Korea Society of Computer and Information
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• v.27 no.8
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• pp.169-176
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• 2022

With the continuous development of technologies related to 5G, artificial intelligence, and autonomous vehicle systems, standards and services for V2X and C-ITS environments are being studied a lot. BSM (basic safety message) was adopted as a standard for exchanging data between vehicles based on data collected and generated by vehicle systems in a V2V environment. In this paper, we propose a framework that can safely store BSM messages and effectively check the stored messages using Event-Sourcing and CQRS patterns. The proposed framework can securely store and manage BSM messages using hash functions. And it has the advantage of being able to check the stored BSM data in real time based on the time series and to reproduce the state.

• Journal of Korean Clinical Nursing Research
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• v.16 no.2
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• pp.69-84
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• 2010

Purpose: The purpose of this study was to identify the state of infection control in neonatal intensive care units (NICUs) including disinfection methods, disinfection cycles, and exchange cycles for medical devices and to suggest a basic framework which would help develop standardized infection control guidelines. Methods: From a list of NICU equipment developed from the NICUs in 4 tertiary hospitals, a structured questionnaire on 74 types of medical equipment was developed and sent to 31 hospitals by mail. The results were reviewed by panel of experts (56 persons), and analyzed for internal validity by a focus group (4 persons) using guidelines from the Centers for Disease Control and the Korean Hospital Nurses Association. Results: The results showed various methods, cycles, disinfectant levels for the disinfectants and exchange cycles in the medical equipment infection control of the 31 hospitals. The focus group developed a 66-item basic framework based on validity testing. Conclusion: From the results of this study, a framework of infection control standards for 66 types of medical equipment in the NICU was developed. It is suggested that further study be done to more precisely establish standard infection control guidelines for NICU medical equipment.