• KSII Transactions on Internet and Information Systems (TIIS)
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• 제6권5호
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• pp.1463-1478
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• 2012

Based on the theory of local-world network, the composition self-similarity (CSS) of network traffic is presented for the first time in this paper for the study of DoS detection. We propose the concept of composition distribution graph and design the relative operations. The $(R/S)^d$ algorithm is designed for calculating the Hurst parameter. Based on composition distribution graph and Kullback Leibler (KL) divergence, we propose the composition self-similarity anomaly detection (CSSD) method for the detection of DoS attacks. We evaluate the effectiveness of the proposed method. Compared to other entropy based anomaly detection methods, our method is more accurate and with higher sensitivity in the detection of DoS attacks.

• 한국멀티미디어학회논문지
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• 제7권5호
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• pp.658-667
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• 2004

영상 데이터의 압축을 위하여 영상이 갖고 있는 자기 유사성 (self similarity)을 이용하는 프랙탈 부호화가 활발하게 연구되고 있다. 본 연구에서는 부호화 효능에 있어서 JPEG과 경합이 가능한 적응 직교변환에 의한 LIFS 부호화에 주목하여 적응 직교변환의 연산 과정의 문제점을 지적하고 그 개선법을 제안하였다. 또한 직교변환의 모든 도메인(domain)을 포함하는 축소된 영상 데이터의 구성법을 제안하였다. 그 결과, 부호화 성능의 열화 없이도 부호기(encoder) 및 복호기(decoder)의 산술 연산량이 크게 삭감되었다.

• 한국정보통신학회논문지
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• 제25권7호
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• pp.869-876
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• 2021

음악 분야에서는 최근 머신러닝을 이용한 다양한 인공지능 작곡 방법이 시도되고 있다. 하지만 이 연구는 대부분 서양음악을 중심으로 이루어져왔고 국악에 관한 연구는 거의 이루어지지 않았다. 특히 연구를 위한 데이터 세트조차 만들어지지 않은 상태여서 연구에 어려움이 많았다. 이에 해당 논문에서는 국악의 데이터 세트를 만들고 그 데이터 세트를 기반으로 하여 세 가지 알고리즘을 이용하여 국악 멜로디를 생성하고 그 결과물을 비교하여 보기로 한다. 언어와 음악의 유사성에 기반한 LSTM, Music Transformer 그리고 Self Attention 3가지 모델들이 선택되었다. 각 3가지 모델을 이용하여 국악 멜로디 생성기를 모델링하고 학습시켜 국악 멜로디를 생성해 내었다. 사용자 평가 결과 Self Attention 방식이 LSTM 방식과 Music transformer 방식에 비해 높은 선호도를 보였다. 데이터 표현 및 훈련데이터는 인공지능 작곡에 있어 매우 중요하다. 이를 위한 기초적인 국악 데이터 세트를 만들고 다양한 알고리즘으로 인공지능 작곡을 시도하였고 이것이 향후 국악 인공지능 작곡의 연구에 도움이 될 수 있을 것으로 기대한다.

• 한국실내디자인학회논문집
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• 제16권2호
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• pp.163-171
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• 2007

The present study approached the characteristics of various space compositions in contemporary residential architecture through the concept of ex-formality, and found that ex-formal spaces are composed through the variation of floor, wall, ceiling or roof and derived four types of ex-formal space composition - ex-cubic space composition using folding, plastic space composition using the plasticity of concrete, atypical space composition using geometric manipulation, and non linear space composition using digital technology. Based on this, additionally, we derived elements expressing the characteristics of ex-formal space composition, which are obliqueness, inclination, flexibility in ex-cubic space composition using folding, plasticity and fluidity in plastic space composition using the plasticity of concrete, ex-construction, dynamism and asymmetry in atypical space composition using geometric manipulation, and flexibility, fluidity, self similarity and plasticity in non linear space composition using digital technology. On the other hand, this study purposed to help understand various space expression patterns of contemporary residential architecture by analyzing how these types of ex-formal space composition and polysemous expression characteristics have been represented in contemporary residential architecture since the 1990s.

• 패션비즈니스
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• 제16권2호
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• pp.124-137
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• 2012

This study aims to identify the meaning and formation cause of a style, and the essential elements of style formation, through psychobiological research as well as an analysis of the designs of Iris Van Herpen, a fashion designer, who in just 6 years has developed into a world-renowned new designer. As a result, it has been found that the psychobiological causes to form a style stem from the action of 'long-term memory', which is consolidated by 'selective attention', 'perceptional subjectivity', the principle of the 'neuron's connection specificity and invariance', and the principle of a 'neuronal signal's unilateral flow'. With such action, Herpen could develop her own original composition techniques. The formative shapes created by such composition techniques are characterized by enumeration, superposition, and hanging. The study has also found that the essential elements for a designer to be able to form his/her own style include 'aesthetic originality' in which the designer views the property of a thing from his/her inherent perspective, and finds the uniqueness from the thing that only he/she can express, 'technical differences' that are creative and original, and 'formative specificity' that is summarized into one property through an impressive shape.

• 원예과학기술지
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• 제32권2호
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• pp.210-216
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• 2014

The distribution of S-haplotypes and genetic relationships were evaluated for 47 accessions of 'Danji' radish (Raphanus sativus L. var. hortensis Baker f. gigantissimus Makino) originating from Jeju Island in South Korea. A total of 22 S-haplotype-specific SCAR markers for the S locus glycoprotein (SLG) and S receptor kinase (SRK) loci were tested, and six primer sets amplified locus-specific PCR fragments from at least one 'Danji' radish accession. S5 and S21 alleles atthe SLG locus were the most frequently distributed, and detected from 87.5% and 64.6% of the accessions, respectively. The frequency of the class-II haplotype at the SLG locus was 75%, more frequent than the class-I haplotype. The S23 allele at the SRK locus was detected from 7 accessions. Grouping of the accessions based on S-allele composition revealed three major groups, while 8 accessions showed a unique allelic composition. The genetic diversity of 47 'Danji' radishes and 1 'Gwandong' radish were also evaluated with 38 RAPD primers. A total of 312 bands were scored, and showed that 138 bands (44.2%) were monomorphic among the accessions, whereas 174 (55.8%) bands were polymorphic. Polymorphism rates ranged from 0.2 to 1.0, indicating significant variations in detecting polymorphism across RAPD primers. The genetic similarity coefficients among all pairs of the 48accessions varied from 0.62 to 0.93, and 42% of the comparisons exhibited values higher than 0.85. All the cultivars could be distinguished based on the DNA fingerprints revealed by RAPD. The comparisons between the dendrograms based on S-haplotypes and RAPDs indicate an unrelated and sporadic distribution for several accessions; however, there was a tendency for accessions with the same S-allelic composition to group into the same cluster.

• Fibers and Polymers
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• 제4권4호
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• pp.188-194
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• 2003

Phase behavior and spinodal phase separation kinetics in binary blends of a random copolymer of vinylidene fluoride and trifluoroethylene (75/25) [P(VDF/TrFE)] and poly(l,4-butylene adipate) (PBA) have been investigated by means of optical microscopic observation and time-resolved light scattering. The blends exhibited a typical lower critical solution temperature (LCST)∼${34}^{\circ}C$ above the melting temperature of the P(VDF/TrFE) crystals over the entire blend composition range. P(VDF/TrFE) and PBA were totally miscible in the temperature gap between the melting point of P(VDF/TrFE) and the LCST. Temperature jump experiments of the 3/7 P(VDF/TrFE)/PBA blend were carried out on a light-scattering apparatus from a single-phase melt state (${180}^{\circ}C$) to a two-phase region (205∼${215}^{\circ}C$). Since the late stage of spinodal decomposition (SD) is prevalent in the 3/7 blend, SD was analyzed using a power law scheme. Self-similarity was preserved well in the late stage of SD in the 3/7 blend.