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중요한 이벤트만을 검색함으로써 분류기의 최적 성능을 찾는 방법
김동희,이원돈,Kim, Dong-Hui,Lee, Won Don 한국정보통신학회 2014 한국정보통신학회논문지 Vol.18 No.6
유비쿼터스 환경에서는 수많은 정보들이 존재한다. 하지만 이 정보들은 너무 광범위하기 때문에 이로부터 필요에 따라 적절하게 사용 할 수 있는 정보를 얻기란 쉽지가 않다. 이로 인해 의사 결정 트리 알고리즘은 데이터 마이닝 분야 또는 기계 학습 시스템 분야에서 매우 유용하게 사용된다. 왜냐하면 빠르고 정확하게 정보를 분류하여 좋은 결과를 도출하기 때문이다. 하지만 때때로 의사 결정 트리가 매우 작은 데이터나 노이즈 데이터로 구성된 리프 노드들로 인해 좋은 정보를 제공하지 못하는 경우가 있다. 이 논문은 이러한 분류 문제를 해결하기 위해 분류기, UChoo를 사용할 것이고 노이즈 또는 노이즈 형태로 보이는 리프들을 제외하고 오직 중요한 리프들만을 검사하는 효과적인 방법을 제안한다. 그리고 실험을 통하여 의사 결정시 오직 중요한 리프들만을 의사 결정 트리에서 선택함으로써 효과적으로 에러가 줄어드는 것을 보일 것이다. Too much information exists in ubiquitous environment, and therefore it is not easy to obtain the appropriately classified information from the available data set. Decision tree algorithm is useful in the field of data mining or machine learning system, as it is fast and deduces good result on the problem of classification. Sometimes, however, a decision tree may have leaf nodes which consist of only a few or noise data. The decisions made by those weak leaves will not be effective and therefore should be excluded in the decision process. This paper proposes a method using a classifier, UChoo, for solving a classification problem, and suggests an effective method of decision process involving only the important leaves and thereby excluding the noisy leaves. The experiment shows that this method is effective and reduces the erroneous decisions and can be applied when only important decisions should be made.
포공영(蒲公英) 분획(分劃)의 간암세포(肝癌細胞)에 대(對)한 항암활성(抗癌活性)과 항암제(抗癌劑)와의 병용투여효과(倂用投與效果)
김동희,김성훈,Kim, Dong-Hui,Kim, Seong-Hun 대한한의학회 1995 대한한의학회지 Vol.16 No.2
In order to prove the antitumor effect of Taraxaci Herba experimentally, studies were done. The antitumor effect against hepatic cancers such as Hep G2. Hep 3B & PLC and also the synergstric action was evaluated in the combined treatment with anticancer drugs using chiefly for liver cancer. such as. The results were obtained as follows: 1.$IC_{50}$ against Hep G2. Hep 3B and PLC was $15.5{\mu}g/ml.\;25.4{\mu}g/ml,\;31.25{\mu}g/ml$ in Mitomycin C(MMC), $92.5{mu}g/ml,\;50.2{\mu}g/ml,\;62.5{\mu}g/ml $in cisplatin(CPT) and 125 in 5-flurouracil(5-FU) respectively. 2. In cytotoxic effect against Hep G2 every fractions showed the anti tumor effect as compared with the data of control but EE fraction of Taraxaci Herba was most effective and also hexane fraction was most effective in the combined treatment with anticancer drugs. 3. In cytotoxic effect against Hep 3B every fractions showed the antitumor effect as compared with the data of control but EE fraction of Taraxaci Herba was most effective and also hexane fraction was most effective in the combined treatment with anticancer drugs. 4. In cytotoxic effect against PLC every fractions showed the anti tumor effect in the concentrations of $10^{-5}g/ml$ above as compared with the data of control and also the combined treatment with MMC was most effective. 5. Fractions of Taraxaci Herba showed the most antitumor effect against Hep 3B and also the combined treatment with MMC was most effective. From the above result it was concluded that ethyl ether fraction of Taraxaci Herba was most effective fraction, every fraction showed more antitumor effect against Hep 3B and Hep G2 than PLC.
The NMR Pseudocontact Shift of Tetrahedral and Pseudo-Tetrahedral Complex of Cu(II)
김동희,이기학,Kim, Dong Hui,Lee, Gi Hak Korean Chemical Society 1996 Bulletin of the Korean Chemical Society Vol.17 No.1
The NMR dipolar shift in tetrahedral and tetragonally-distorted tetrahedral complexes for Cu(Ⅱ) has been calculated adopting nonmultipole expansion method. The exact solution of ΔB/B(ppm) is exactly in agreement with multipolar results when R, the distance between the paramagnetic ion and the nucleus, is larger than 0.2 nm. The major contribution to the dipolar shift arises from 1/R3 term but the other terms, 1/R5 and 1/R7, contribute significantly to the pseudocontact shift when R is shorter than 0.5 nm. The shift is mainly due to the 3d orbitals and sensitive to distortion parameters at short range of R.
김동희,Kim, Dong-Hui 대한양돈협회 1988 養豚 Vol.10 No.11
양돈업의 제1단계로서 농가호당 300두(비육돈) 까지는 자유조정에 맡기고, 300-3,000두까지는 등록제, 3,000두 초과 규모는 허가제로 하고 1만두를 넘는 대규모 양돈농가의 규모는 1만두 규모로 축소조정토록 법이 아닌 시행령으로 규정해야 한다.