• 제목/요약/키워드: Feature combination

검색결과 499건 처리시간 0.024초

"오십이병방(五十二病方) . 저병(疽病)"의 방제(方齊) 구성(構成)에 대한 소고(小考) (A Study on the Combinations of Prescriptions in "Osibi-byeongbang . Jeobyeong(五十二病方 . 疽病)")

  • 김도훈;백유상
    • 대한한의학원전학회지
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    • 제20권3호
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    • pp.23-32
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    • 2007
  • For the purpose of understanding the feature of earlier prescriptions before Jeonhan-era(前漢時期), we invastigated "Osibi-byeongbang Jeobyeong(五十二病方 疽病)" and come to the follwing conclusions. 1. Hwanggi and Baeglyeom were combined in many cases of prescriptions. And Warming and Heating herbs such as Gye(桂), Gang(薑), Cho(椒) are the main herbs in combination of the herbs and adjusting the portions. 2. Out of inspection of the Current prescriptions of Jeobyeong(疽病), we find that the remedies were very diverse at that time. There are the synthetic methods of expelling toxin from within the body method, elimination from within method, sweat-inducing method, replenish Eum and Heat-reducing method. 3. The principles of combinations of prescriotions in "Osibi-byeongbang Jeobyeong(五十二病方 疽病)"are simple and have obvious orientations in remedies.

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Advanced insider threat detection model to apply periodic work atmosphere

  • Oh, Junhyoung;Kim, Tae Ho;Lee, Kyung Ho
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제13권3호
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    • pp.1722-1737
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    • 2019
  • We developed an insider threat detection model to be used by organizations that repeat tasks at regular intervals. The model identifies the best combination of different feature selection algorithms, unsupervised learning algorithms, and standard scores. We derive a model specifically optimized for the organization by evaluating each combination in terms of accuracy, AUC (Area Under the Curve), and TPR (True Positive Rate). In order to validate this model, a four-year log was applied to the system handling sensitive information from public institutions. In the research target system, the user log was analyzed monthly based on the fact that the business process is processed at a cycle of one year, and the roles are determined for each person in charge. In order to classify the behavior of a user as abnormal, the standard scores of each organization were calculated and classified as abnormal when they exceeded certain thresholds. Using this method, we proposed an optimized model for the organization and verified it.

이미지 시퀀스 얼굴표정 기반 감정인식을 위한 가중 소프트 투표 분류 방법 (Weighted Soft Voting Classification for Emotion Recognition from Facial Expressions on Image Sequences)

  • 김경태;최재영
    • 한국멀티미디어학회논문지
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    • 제20권8호
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    • pp.1175-1186
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    • 2017
  • Human emotion recognition is one of the promising applications in the era of artificial super intelligence. Thus far, facial expression traits are considered to be the most widely used information cues for realizing automated emotion recognition. This paper proposes a novel facial expression recognition (FER) method that works well for recognizing emotion from image sequences. To this end, we develop the so-called weighted soft voting classification (WSVC) algorithm. In the proposed WSVC, a number of classifiers are first constructed using different and multiple feature representations. In next, multiple classifiers are used for generating the recognition result (namely, soft voting) of each face image within a face sequence, yielding multiple soft voting outputs. Finally, these soft voting outputs are combined through using a weighted combination to decide the emotion class (e.g., anger) of a given face sequence. The weights for combination are effectively determined by measuring the quality of each face image, namely "peak expression intensity" and "frontal-pose degree". To test the proposed WSVC, CK+ FER database was used to perform extensive and comparative experimentations. The feasibility of our WSVC algorithm has been successfully demonstrated by comparing recently developed FER algorithms.

효과적인 의견 자질 결합을 위한 실험적 연구 (Experimental Study for Effective Combination of Opinion Features)

  • 한경수
    • 정보관리학회지
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    • 제27권3호
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    • pp.227-239
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    • 2010
  • 의견 검색은 사용자의 정보 요구에 주제적으로 연관되면서도 의견이 포함되어 있는 정보를 검색하는 태스크이다. 본 연구는 효과적인 의견 검색을 위해 사용자 정보 요구를 표현하는 방법과 이 요구를 만족시킬만한 여러 의견 자질들을 효과적으로 결합할 수 있는 방법에 대하여 실험을 통해 분석하였다. 본 실험에서는 추론 네트워크 모델을 기본 검색 모델로 사용하였고, Blogs06 컬렉션과 100개의 TREC 토픽에 대해 실험을 수행하였다. 실험 결과, 가상의 '의견' 개념을 설정하여 효과적으로 의견 검색의 정보 요구를 표현할 수 있었으며, 극히 소량의 일반 의견 단어집만을 사용했는데도 동일한 환경에서 기존 모델과 견줄 만한 의견 검색 성능을 달성할 수 있었다.

Novel Approaches for Efficient Antifungal Drug Action

  • Lee, Heejeong;Lee, Dong Gun
    • Journal of Microbiology and Biotechnology
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    • 제28권11호
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    • pp.1771-1781
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    • 2018
  • The emergence of multidrug-resistant microorganisms, as well as fungal infectious diseases that further threaten health, especially in immunodeficient populations, is a major global problem. The development of new antifungal agents in clinical trials is inferior to the incidence of drug resistance, and the available antifungal agents are restricted. Their mechanisms aim at certain characteristics of the fungus in order to avoid biological similarities with the host. Synthesis of the cell wall and ergosterol are mainly targeted in clinical use. The need for new approaches to antifungal therapeutic agents or development alternatives has increased. This review explores new perspectives on mechanisms to effectively combat fungal infections and effective antifungal activity. The clinical drug have a common feature that ultimately causes caspase-dependent cell death. The drugs-induced cell death pathway is associated with mitochondrial dysfunction, including mitochondrial membrane depolarization and cytochrome c release. This mechanism of action also reveals antimicrobial peptides, the primary effector molecules of innate systems, to highlight new alternatives. Furthermore, drug combination therapy is suggested as another strategy to combat fungal infection. The proposal for a new approach to antifungal agents is not only important from a basic scientific point of view, but will also assist in the selection of molecules for combination therapy.

스마트 센서와 시각적 기술자를 결합한 사진 검색 시스템 (Photo Retrieval System using Combination of Smart Sensor and Visual Descriptor)

  • 이용환;김흥준
    • 반도체디스플레이기술학회지
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    • 제13권2호
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    • pp.45-52
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    • 2014
  • This paper proposes an efficient photo retrieval system that automatically indexes for searching of relevant images, using a combination of geo-coded information, direction/location of image capture device and content-based visual features. A photo image is labeled with its GPS (Global Positioning System) coordinates and direction of the camera view at the moment of capture, and the label leads to generate a geo-spatial index with three core elements of latitude, longitude and viewing direction. Then, content-based visual features are extracted and combined with the geo-spatial information, for indexing and retrieving the photo images. For user's querying process, the proposed method adopts two steps as a progressive approach, filtering the relevant subset prior to use a content-based ranking function. To evaluate the performance of the proposed scheme, we assess the simulation performance in terms of average precision and F-score, using a natural photo collection. Comparing the proposed approach to retrieve using only visual features, an improvement of 20.8% was observed. The experimental results show that the proposed method exhibited a significant enhancement of around 7.2% in retrieval effectiveness, compared to previous work. These results reveal that a combination of context and content analysis is markedly more efficient and meaningful that using only visual feature for image search.

블록 코폴리에테르에스테르 블렌드의 융점 강하 (Melting Depression for Blends of Two Multiblock Copolyetheresters)

  • Kim, Hae-Young;Jang, Young-Joo;Baik, Doo-Hyun
    • 한국섬유공학회:학술대회논문집
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    • 한국섬유공학회 2002년도 봄 학술발표회 논문집
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    • pp.93-96
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    • 2002
  • Blending Is cheap and leads to new thermoplastics, many properties which can be predicted from those of the components. Due to the incompatibility of their components, most blends feature coarse phase morphologies with weak interfaces between the phases. Consequently the blends are brittle. Thermoplastic elastomers which have two kinds of segments in the chain have flexible(soft) and rigid(hard) segments and exhibit a unique combination of strength, flexibility, and processibility. (omitted)

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표준 기계부품의 자동설계를 위한 Entity 운용 기술 (Entity management technology for automatic design in standard machine element)

  • 송재호;반갑수;이석희
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1991년도 한국자동제어학술회의논문집(국내학술편); KOEX, Seoul; 22-24 Oct. 1991
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    • pp.707-712
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    • 1991
  • In machining a part in CAD/CAM system, it is required that the drawing information should be automatically generated, modified, deleted, and thus be used as an general information throughout the entire manufacturing process. This research addresses basic entities(point, line, circle, arc) for design feature and combination of this features, based on GT concepts, with minimum user's manual input. This paper deals with the generalization of operating system which can cover the s parts which appears in mechanical part handbook and the basic constitutional part of sold base. The system developed shows a strong application impact on automatic process planning system of medium - size injection sold companies.

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Cross Mask와 에지 정보를 사용한 동영상 분할 (Dynamic Scene Segmentation Algorithm Using a Cross Mask and Edge Information)

  • 강정숙;박래홍;이상욱
    • 대한전자공학회논문지
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    • 제26권8호
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    • pp.1247-1256
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    • 1989
  • In this paper, we propose the dynamic scene segmentation algorithm using a cross mask and edge information. This method, a combination of the conventioanl feature-based and pixel-based approaches, uses edges as features and determines moving pixels, with a cross mask centered on each edge pixel, by computing similarity measure between two consecutive image frames. With simple calcualtion the proposed method works well for image consisting of complex background or several moving objects. Also this method works satisfactorily in case of rotaitional motion.

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고객 구매 행동 예측을 위한 새로운 고객 세분화 방안 (A new Customer Segmentation Method for the Prediction of Customer Buying Behavior)

  • 이장희
    • 한국품질경영학회:학술대회논문집
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    • 한국품질경영학회 2004년도 품질경영모델을 통한 가치 창출
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    • pp.573-575
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    • 2004
  • This study presents a new customer segmentation method based on features that can predict the customer's buying behavior. In this method, we consider all variables that can affect the customer's buying behavior including demographics, psychographics, technographics, transaction pattern-related variables, etc. We define several features which are the combination of variables with the interaction effect by using C5.0, use SOM (Self-Organizing Map) neural networks in odor to extract the feature's patterns and classify, and then make features' rules using C5.0 far the prediction of customer buying behavior

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