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최용석,김형영,Choi, Yong-Seok,Kim, Hyoung-Young 한국통계학회 2008 Communications for statistical applications and me Vol.15 No.1
행렬도 (biplot)는 이원표 자료행렬 (two-way data matrix)의 행과 열을 그래프에 동시에 나타내어 이들의 관계를 살피려는 다변량 그래프적 분석기법이다 (Gower와 Hand, 1996; 최용석, 2006, 1장). 그래프적 분석기법은 그 특성상 대용량 자료를 해석하는 데는 어려움이 따른다. 따라서, 자료를 효과적으로 줄일 수 있는 군집분석을 활용하여 원자료와 변수간의 행렬도가 아닌 각 군집과 변수간의 행렬도 분석을 수행함으로써, 기존의 행렬도에서 해석의 어려웠던 대용량 자료에 대한 해석이 가능하게 되며, 자료에 대한 정보를 쉽게 파악할 수 있는 장점을 가진다. Biplots are the multivariate analogue of scatter plots. They approximate the multivariate distribution of a sample in a few dimensions, typically two, and they superimpose on this display representations of the variables on which the samples are measured(Gower and Hand, 1996, Chapter 1). And the relationships between the observations and variables can be easily seen. Thus, biplots are useful for giving a graphical description of the data. However, this method does not give some concise interpretations between variables and observations when the number of observations are large. Therefore, in this study, we will suggest to interpret the biplot analysis by applying the K-means clustering analysis. It shows that the relationships between the clusters and variables can be easily interpreted. So, this method is more useful for giving a graphical description of the data than using raw data.
최용석,신지애,최기선,김기태,이상태 한국감성과학회 2008 추계학술대회 Vol.2008 No.-
In natural language, it is common that repetitive constituents in an expression are to be left out and it is necessary to figure out the constituents omitted at analyzing the meaning of the sentence. This paper is on recognition of boundaries of parallel noun phrases by figuring out constituents omitted. Recognition of parallel noun phrases can greatly reduce complexity at the phase of sentence parsing. Moreover, in natural language information retrieval, recognition of noun with modifiers can play an important role in making indexes. We propose an unsupervised probabilistic model that identifies parallel cores as well as boundaries of parallel noun phrases conjoined by a conjunctive particle. It is based on the idea of swapping constituents, utilizing symmetry (two or more identical constituents are repeated) and reversibility (the order of constituents is changeable) in parallel structure. Semantic features of the modifiers around parallel noun phrase, are also used the probabilistic swapping model. The model is language-independent and in this paper presented on parallel noun phrases in Korean language. Experiment shows that our probabilistic model outperforms symmetry-based model and supervised machine learning based approaches.
Analysis of Combined Productivity of Equipments in Container Terminal
최용석 한국해양수산개발원 2005 해양정책연구 Vol.20 No.2
The objective of this paper is to analyze the combined productivity of stevedoring system at port container terminal. In general, the productivity of container terminal is evaluated by the productivity of container cranes at apron, but there are other equipments such as transport vehicles and yard cranes. Therefore, a method that can estimate the optimal equipment combination of stevedoring system in container terminal is proposed. From the application of the case study, we demonstrated the savings effect using mean waiting time rates by the equipment combinations. We performed various simulation experiments and estimated the equipment combinations to increase the productivity and to decrease the waiting time between equipments. From the results of the simulation analysis, we demonstrated that bottleneck occurs in TC (Transfer Crane) including TC waiting and waiting of YT(Yard Tractor) in front of TC. In order to improve the combined productivity and decrease savings effect, the equipment should be change from 10 TCs to 12 TCs.
최용석,황인수,박덕기,최광렬,Choi, Yong Seok,Hwang, In Su,Park, Deog Gee,Choe, Kwang Ryul Korean Society of Applied Entomology 2012 한국응용곤충학회지 Vol.51 No.4
복숭아혹진딧물에 기생하는 목화면충좀벌의 발육기간, 머미율, 번데기 사망률, 성비를 20, 25, 30, $25^{\circ}C$ 인큐베이터에서 수행하였다. 실험을 위하여 피망잎이 놓인 콤팩트샤레를 사용하였다. 각각의 4개 온도에서 발육단계별로 복숭아혹진딧물을 사육하였고 기생을 유도하기 위하여 12시간 동안 목화면충좀벌에 제공하였다. 목화면충좀벌의 알에서 성충까지 발육기간은 $20^{\circ}C$ 18.3일, $25^{\circ}C$ 14.7일, $30^{\circ}C$ 10.4일, $35^{\circ}C$ 9.3일이었다. 복숭아혹진딧물에 기생한 목화면충좀벌의 머미율은 $20^{\circ}C$와 $25^{\circ}C$, 1령과 2령에서 가장 높았으나 $30^{\circ}C$와 $25^{\circ}C$에서는 3령충에서 84.4~85.0%로 가장 높았다. 목화면충좀벌의 기주섭식률은 $20{\sim}35^{\circ}C$까지 각각 12.5%, 17.3%, 16.0%, 10.9%였다. 목화면충좀벌 암컷의 성비는 온도별로 각각 49%, 46%, 69%, 60% 였다. Developmental period, mummification, pupal mortality, and sex ratio of Korean strain of Aphelinus varipes F$\ddot{o}$rster parasitizing the green peach aphid, Myzus persicae were studied at 20, 25, 30, and $35^{\circ}C$ in controlled climate cabinets. The plastic container with a leaf disc of sweet pepper (Capsicum annuum L.) was used as experimental units. Green peach aphids at different developmental stages were reared in four different temperatures and presented to A. varipes for 12 hours. A female adult of A. varipes was allowed to parasitize for 12 hours in each plastic petri dish. The periods from egg to adult of A. varipes were 18.3 days, 14.7 days, 10.4 days, and 9.3 days at $20^{\circ}C$, $25^{\circ}C$, $30^{\circ}C$, and $35^{\circ}C$, respectively. The pupal mortalities of A. varipes were 0%, 1.5%, 2.8%, and 10.2% at $20^{\circ}C$, $25^{\circ}C$, $30^{\circ}C$, and $35^{\circ}C$, respectively. The mummifications of A. varipes were significantly different in all developmental stages of the aphid. The mummification of A. varipes parasitizing green peach aphid was the highest at 1st and 2nd in $20^{\circ}C$ and $25^{\circ}C$, but the highest at 3rd (84.4-85.0%) in $30^{\circ}C$ and $35^{\circ}C$. The host feedings of A. varipes were $20^{\circ}C$ (12.5%), $25^{\circ}C$ (17.3%), $30^{\circ}C$ (16%), and $35^{\circ}C$ (10.9%), respectively. The sex ratios of A. varipes female were $20^{\circ}C$ (49%), $25^{\circ}C$ (46%), $30^{\circ}C$ (69%), and $35^{\circ}C$ (60%), respectively.