• Title/Summary/Keyword: Multiple Instance

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A Study on the Thesaurus-based Ontology System for the Semantic Web (시소러스를 기반으로 한 온톨로지 시스템 구현에 관한 연구)

  • Jeong, Do-Heon;Kim, Tae-Su
    • Journal of the Korean Society for information Management
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    • v.20 no.3
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    • pp.155-175
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    • 2003
  • The purpose of the study was to construct a system based on the semantic web environment's ontology by utilizing the ontology schema derived from the facet-type Art and Architecture Thesaurus(AAT). The aforementioned ontology schema is based on the Web Ontology Language(OWL), which is being widely considered the standard ontology language for the W3C-centered semantic web environment. Also, the concepts were limited to terms within AAT'S Furniture Facet, and the system was tested using the Chair concept, which is a lower-level facet that has a diverse conceptual relationship and broad vocabulary base. The ontology system is capable of searching for concepts, while controlling the search results by always providing a 'Preferred term' for synonymous terms. In addition, the system provides the user with first, a relationship between the terms centered around the inquiry, and second, related terms along with their classification properties. Also, the system is presented as and application example of the ontology system that constructs a information system that intakes an Instance value and reproduces it into a RDF file. During this process, utilization of multiple ontologies was introduced, and the stored Instance value's meta-data elements were used.

"Where can I buy this?" - Fashion Item Searcher using Instance Segmentation with Mask R-CNN ("이거 어디서 사?" - Mask R-CNN 기반 객체 분할을 활용한 패션 아이템 검색 시스템)

  • Jung, Kyunghee;Choi, Ha nl;Sammy, Y.X.B.;Kim, Hyunsung;Toan, N.D.;Choo, Hyunseung
    • Proceedings of the Korea Information Processing Society Conference
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    • 2022.11a
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    • pp.465-467
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    • 2022
  • Mobile phones have become an essential item nowadays since it provides access to online platform and service fast and easy. Coming to these platforms such as Social Network Service (SNS) for shopping have been a go-to option for many people. However, searching for a specific fashion item in the picture is challenging, where users need to try multiple searches by combining appropriate search keywords. To tackle this problem, we propose a system that could provide immediate access to websites related to fashion items. In the framework, we also propose a deep learning model for an automatic analysis of image contexts using instance segmentation. We use transfer learning by utilizing Deep fashion 2 to maximize our model accuracy. After segmenting all the fashion item objects in the image, the related search information is retrieved when the object is clicked. Furthermore, we successfully deploy our system so that it could be assessable using any web browser. We prove that deep learning could be a promising tool not only for scientific purpose but also applicable to commercial shopping.

Deup1 Expression Interferes with Multiciliated Differentiation

  • Miram Shin;Jiyeon Lee;Haeryung Lee;Vijay Kumar;Jaebong Kim;Soochul Park
    • Molecules and Cells
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    • v.46 no.12
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    • pp.746-756
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    • 2023
  • A recent study revealed that the loss of Deup1 expression does not affect either centriole amplification or multicilia formation. Therefore, the deuterosome per se is not a platform for amplification of centrioles. In this study, we examine whether gain-of-function of Deup1 affects the development of multiciliated ependymal cells. Our time-lapse study reveals that deuterosomes with an average diameter of 300 nm have two different fates during ependymal differentiation. In the first instance, deuterosomes are scattered and gradually disappear as cells become multiciliated. In the second instance, deuterosomes self-organize into a larger aggregate, called a deuterosome cluster (DC). Unlike scattered deuterosomes, DCs possess centriole components primarily within their large structure. A characteristic of DC-containing cells is that they tend to become primary ciliated rather than multiciliated. Our in utero electroporation study shows that DCs in ependymal tissue are mostly observed at early postnatal stages, but are scarce at late postnatal stages, suggesting the presence of DC antagonists within the differentiating cells. Importantly, from our bead flow assay, ectopic expression of Deup1 significantly impairs cerebrospinal fluid flow. Furthermore, we show that expression of mouse Deup1 in Xenopus embryos has an inhibitory effect on differentiation of multiciliated cells in the epidermis. Taken together, we conclude that the DC formation of Deup1 in multiciliated cells inhibits production of multiple centrioles.

A Media Error Control for Multiple Session Management on a Multimedia Collaboration Work (멀티미디어 공동작업에서의 다중 세션 관리를 위한 미디어 오류 제어)

  • 고응남;황대준
    • Proceedings of the Korean Information Science Society Conference
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    • 2002.04a
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    • pp.259-261
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    • 2002
  • 본 논문에서 제안하는 방식은 멀티미디어 공동 작업 환경에서 다중 세션을 잘 유지하기 위하여 미디어 오류 제어를 위한 시스템을 제안한다. 다중 세션의 동시 진행은 각 세션이 사용하는 세션 ID로써 세션을 구분할 수 있고 서로 다른 통신 채널을 이용하여 데이터의 충돌을 피함으로써 허용될 수 있다. 멀티미디어 공동작업 환경에서의 다중 멀티미디어 세션 관리란 멀티미디어 공동작업 환경에서 동일한 또는 서로 다른 응용 프로토콜 이용하는 세션의 동시 진행을 할 수 있는 시스템을 말한다. 각 세션의 생성에 따라 서비스 제공자는 생성된 서비스 제공자 인스턴스(Instance)를 생성하게 되고 이 인스턴스는 부모(Parent)인 서비스 제공자의 자원을 이용하여 다수 세션을 지원한다. 즉, 응용 공유의 다중 인스턴스 처리를 위한 이벤트 분배를 보이고 있다. 이러한 환경에서의 미디어 오류 제어 시스템을 기술한다.

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Mixed $\textrm{H}_2/\textrm{H}_\infty$ Robust Control with Diagonal Structured Uncertainty

  • Bambang, Riyanto;Uchida, Kenko;Shimemura, Etsujiro
    • 제어로봇시스템학회:학술대회논문집
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    • 1992.10b
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    • pp.575-580
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    • 1992
  • Mixed H$_{2}$/H$_{\infty}$ robust control synthesis is considered for finite dimensional linear time-invariant systems under the presence of diagonal structured uncertainties. Such uncertainties arise for instance when there is real perturbation in the nominal model of the state space system or when modeling multiple (unstructured) uncertainty at different locations in the feedback loop. This synthesis problem is reduced to convex optimization problem over a bounded subset of matrices as well as diagonal matrix having certain structure. For computational purpose, this convex optimization problem is further reduced into Generalized Eigenvalue Minimization Problem where a powerful algorithm based on interior point method has been recently developed..

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A Study on PC-NC based Machine Agent System (PC-NC기반 Machine Agent System에 관한 연구)

  • 정병수;강무진;정순철;배명한;김성환
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2002.10a
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    • pp.636-640
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    • 2002
  • In contrast to conventional CNC, PC-NC opens a new era for machine tools to be more intelligent. For instance, machine tool with PC-NC can be a machine agent system with capability of reacting autonomously to changing operating conditions. This paper introduces a concept of intelligent machine agent system, composed of machine agent and cell manager. Machine agent performs the functions such as process monitoring, diagnosis, maintenance management, condition assessment and schedule negotiation, while cell manager coordinates the negotiation process among multiple machine agents.

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Multiple Inheritance and English Locative Inversion

  • Chung, Chan
    • Language and Information
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    • v.5 no.1
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    • pp.55-71
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    • 2001
  • One of the controversial issues in English locative inversion (LI) construction( e. g. Under the tree sat a woman) has been the functional status of preverbal PP and postverbal NP, i.e. whether they are a subject, a complement, or filer (topic) Based on the distributional parallelisms between the PP and NP on the one hand and an ordinary subject and filler on the other this paper proposes that the PP has a dual function as a subject and filler, while the NP also has some subject properties that the PP does not have These mixed functional properties are analyzed in the theory of HPSG expecially with the versions recently developed by Sag(1997) Manning and Sag(1999) and Ginzburg and Sag(to appear). This analysis claims that the LI construction needs to satisfy two general, independent constraints head-subject- phrase and head-filler-phrase. This position suggests that the English LI construction is an instance of the peripheral phenomena whose construction specific constraint is inherited from more general core constraints. (Dongseo University)

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Insulation Design Standards for Protection of Power System against Lightning in Korea Electric Power Corporation (낙뢰로부터 전력설비 보호를 위한 한전의 절연설계 기준)

  • Woo, J.W.;Moon, J.D.
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.55 no.12
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    • pp.555-560
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    • 2006
  • As it has been reported that more than 60% of transmission line faults occurs due to lightning strokes, lighting is one of concerned issues in electric power utility company. Most of transmission line is double circuit in Korea. Double circuit outages account for 33.7 percent of total lightning faults from 1996 to 2004. Even though transmission fault might be cleared shortly by protective system, it could deteriorate the power quality accompanied with sag or flicker. Moreover, double circuit fault may lead to more aggravated situation, for instance, blackout. To Protect transmission lines from lightning stroke, reduction of tower footing resistance, multiple ground wires and unbalanced insulation in double circuit lines have been adopted. In this paper, we would like to introduce insulation design standards for lightning protection of Korea Electric Power Corporation.

Design of a TMD solution to mitigate wind-induced local vibrations in an existing timber footbridge

  • Bortoluzzi, Daniele;Casciati, Sara;Elia, Lorenzo;Faravelli, Lucia
    • Smart Structures and Systems
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    • v.16 no.3
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    • pp.459-478
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    • 2015
  • The design of a passive control solution based on tuned mass dampers (TMD's) requires the estimation of the actual masses involved in the undesired vibration. This task may result not so straightforward as expected when the vibration resides in subsets of different structural components. This occurs, for instance, when the goal is to damp out vibrations on stays. The theoretical aspects are first discussed and a design process is formulated. For sake of exemplification, a multiple TMD's configurations is eventually conceived for an existing timber footbridge located in the municipality of Trasaghis (North-Eastern Italy). The bridge span is 83 m and the deck width is 3.82 m.

An Application of Case-Based Reasoning in Forecasting a Successful Implementation of Enterprise Resource Planning Systems : Focus on Small and Medium sized Enterprises Implementing ERP (성공적인 ERP 시스템 구축 예측을 위한 사례기반추론 응용 : ERP 시스템을 구현한 중소기업을 중심으로)

  • Lim Se-Hun
    • Journal of Information Technology Applications and Management
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    • v.13 no.1
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    • pp.77-94
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    • 2006
  • Case-based Reasoning (CBR) is widely used in business and industry prediction. It is suitable to solve complex and unstructured business problems. Recently, the prediction accuracy of CBR has been enhanced by not only various machine learning algorithms such as genetic algorithms, relative weighting of Artificial Neural Network (ANN) input variable but also data mining technique such as feature selection, feature weighting, feature transformation, and instance selection As a result, CBR is even more widely used today in business area. In this study, we investigated the usefulness of the CBR method in forecasting success in implementing ERP systems. We used a CBR method based on the feature weighting technique to compare the performance of three different models : MDA (Multiple Discriminant Analysis), GECBR (GEneral CBR), FWCBR (CBR with Feature Weighting supported by Analytic Hierarchy Process). The study suggests that the FWCBR approach is a promising method for forecasting of successful ERP implementation in Small and Medium sized Enterprises.

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